Serveur d'exploration sur les relations entre la France et l'Australie

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A century of trends in adult human height

Identifieur interne : 003901 ( Ncbi/Merge ); précédent : 003900; suivant : 003902

A century of trends in adult human height

Auteurs :

Source :

RBID : PMC:4961475

Abstract

Being taller is associated with enhanced longevity, and higher education and earnings. We reanalysed 1472 population-based studies, with measurement of height on more than 18.6 million participants to estimate mean height for people born between 1896 and 1996 in 200 countries. The largest gain in adult height over the past century has occurred in South Korean women and Iranian men, who became 20.2 cm (95% credible interval 17.5–22.7) and 16.5 cm (13.3–19.7) taller, respectively. In contrast, there was little change in adult height in some sub-Saharan African countries and in South Asia over the century of analysis. The tallest people over these 100 years are men born in the Netherlands in the last quarter of 20th century, whose average heights surpassed 182.5 cm, and the shortest were women born in Guatemala in 1896 (140.3 cm; 135.8–144.8). The height differential between the tallest and shortest populations was 19-20 cm a century ago, and has remained the same for women and increased for men a century later despite substantial changes in the ranking of countries.

DOI:http://dx.doi.org/10.7554/eLife.13410.001


Url:
DOI: 10.7554/eLife.13410
PubMed: 27458798
PubMed Central: 4961475

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PMC:4961475

Le document en format XML

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<p>Being taller is associated with enhanced longevity, and higher education and earnings. We reanalysed 1472 population-based studies, with measurement of height on more than 18.6 million participants to estimate mean height for people born between 1896 and 1996 in 200 countries. The largest gain in adult height over the past century has occurred in South Korean women and Iranian men, who became 20.2 cm (95% credible interval 17.5–22.7) and 16.5 cm (13.3–19.7) taller, respectively. In contrast, there was little change in adult height in some sub-Saharan African countries and in South Asia over the century of analysis. The tallest people over these 100 years are men born in the Netherlands in the last quarter of 20th century, whose average heights surpassed 182.5 cm, and the shortest were women born in Guatemala in 1896 (140.3 cm; 135.8–144.8). The height differential between the tallest and shortest populations was 19-20 cm a century ago, and has remained the same for women and increased for men a century later despite substantial changes in the ranking of countries.</p>
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<article-id pub-id-type="pmc">4961475</article-id>
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<article-id pub-id-type="doi">10.7554/eLife.13410</article-id>
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</name>
<aff>
<institution>University of Strasbourg and Strasbourg University Hospital</institution>
,
<country>France</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Assah</surname>
<given-names>Felix K</given-names>
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<institution>University of Yaoundé 1</institution>
,
<country>Cameroon</country>
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</contrib>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Avdicová</surname>
<given-names>Mária</given-names>
</name>
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<institution>Regional Authority of Public Health</institution>
,
<addr-line>Banská Bystrica</addr-line>
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<country>Slovakia</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Azizi</surname>
<given-names>Fereidoun</given-names>
</name>
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<institution>Shahid Beheshti University of Medical Sciences</institution>
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<country>Iran</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Babu</surname>
<given-names>Bontha V</given-names>
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<institution>Indian Council of Medical Research</institution>
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<country>India</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bahijri</surname>
<given-names>Suhad</given-names>
</name>
<aff>
<institution>King Abdulaziz University</institution>
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<country>Saudi Arabia</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Balakrishna</surname>
<given-names>Nagalla</given-names>
</name>
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<institution>Indian Council of Medical Research</institution>
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<country>India</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bandosz</surname>
<given-names>Piotr</given-names>
</name>
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<institution>Medical University of Gdansk</institution>
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<country>Poland</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Banegas</surname>
<given-names>José R</given-names>
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<aff>
<institution>Universidad Autónoma de Madrid</institution>
,
<country>Spain</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Barbagallo</surname>
<given-names>Carlo M</given-names>
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<aff>
<institution>University of Palermo</institution>
,
<country>Italy</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Barceló</surname>
<given-names>Alberto</given-names>
</name>
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<institution>Pan American Health Organization</institution>
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<country>United States</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Barkat</surname>
<given-names>Amina</given-names>
</name>
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<institution>Mohammed V University de Rabat</institution>
,
<country>Morocco</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Barros</surname>
<given-names>Mauro V</given-names>
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<aff>
<institution>University of Pernambuco</institution>
,
<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bata</surname>
<given-names>Iqbal</given-names>
</name>
<aff>
<institution>Dalhousie University</institution>
,
<country>Canada</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Batieha</surname>
<given-names>Anwar M</given-names>
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<aff>
<institution>Jordan University of Science and Technology</institution>
,
<country>Jordan</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Batista</surname>
<given-names>Rosangela L</given-names>
</name>
<aff>
<institution>Federal University of Maranhao</institution>
,
<country>Brazil</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Baur</surname>
<given-names>Louise A</given-names>
</name>
<aff>
<institution>University of Sydney</institution>
,
<country>Australia</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Beaglehole</surname>
<given-names>Robert</given-names>
</name>
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<institution>University of Auckland</institution>
,
<country>New Zealand</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Romdhane</surname>
<given-names>Habiba Ben</given-names>
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<institution>University Tunis El Manar</institution>
,
<country>Tunisia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Benet</surname>
<given-names>Mikhail</given-names>
</name>
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<institution>University Medical Science</institution>
,
<country>Cuba</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bennett</surname>
<given-names>James E</given-names>
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<institution>Imperial College London</institution>
,
<country>United Kingdom</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bernabe-Ortiz</surname>
<given-names>Antonio</given-names>
</name>
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<institution>Universidad Peruana Cayetano Heredia</institution>
,
<country>Peru</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bernotiene</surname>
<given-names>Gailute</given-names>
</name>
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<institution>Lithuanian University of Health Sciences</institution>
,
<country>Lithuania</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bettiol</surname>
<given-names>Heloisa</given-names>
</name>
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<institution>University of São Paulo</institution>
,
<country>Brazil</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bhagyalaxmi</surname>
<given-names>Aroor</given-names>
</name>
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<institution>B. J. Medical College</institution>
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<country>India</country>
</aff>
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<name>
<surname>Bharadwaj</surname>
<given-names>Sumit</given-names>
</name>
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<institution>Chirayu Medical College</institution>
,
<country>India</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bhargava</surname>
<given-names>Santosh K</given-names>
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<institution>Sunder Lal Jain Hospital</institution>
,
<country>India</country>
</aff>
</contrib>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bhatti</surname>
<given-names>Zaid</given-names>
</name>
<aff>
<institution>The Aga Khan University</institution>
,
<country>Pakistan</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bhutta</surname>
<given-names>Zulfiqar A</given-names>
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<aff>
<institution>The Hospital for Sick Children</institution>
,
<country>Canada</country>
</aff>
<aff>
<institution>The Aga Khan University</institution>
,
<country>Pakistan</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bi</surname>
<given-names>Hongsheng</given-names>
</name>
<aff>
<institution>Shandong University of Traditional Chinese Medicine</institution>
,
<country>China</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bi</surname>
<given-names>Yufang</given-names>
</name>
<aff>
<institution>Shanghai Jiao-Tong University School of Medicine</institution>
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<country>China</country>
</aff>
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<name>
<surname>Bjerregaard</surname>
<given-names>Peter</given-names>
</name>
<aff>
<institution>University of Southern Denmark</institution>
,
<country>Denmark</country>
</aff>
<aff>
<institution>University of Greenland</institution>
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<country>Greenland</country>
</aff>
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<name>
<surname>Bjertness</surname>
<given-names>Espen</given-names>
</name>
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<institution>University of Oslo</institution>
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<country>Norway</country>
</aff>
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<name>
<surname>Bjertness</surname>
<given-names>Marius B</given-names>
</name>
<aff>
<institution>University of Oslo</institution>
,
<country>Norway</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Björkelund</surname>
<given-names>Cecilia</given-names>
</name>
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<institution>University of Gothenburg</institution>
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<country>Sweden</country>
</aff>
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<name>
<surname>Blokstra</surname>
<given-names>Anneke</given-names>
</name>
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<institution>National Institute for Public Health and the Environment</institution>
,
<country>The Netherlands</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bo</surname>
<given-names>Simona</given-names>
</name>
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<institution>University of Turin</institution>
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<country>Italy</country>
</aff>
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<name>
<surname>Bobak</surname>
<given-names>Martin</given-names>
</name>
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<institution>University College London</institution>
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<country>United Kingdom</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Boddy</surname>
<given-names>Lynne M</given-names>
</name>
<aff>
<institution>Liverpool John Moores University</institution>
,
<country>United Kingdom</country>
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<contrib contrib-type="collab">
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<name>
<surname>Boehm</surname>
<given-names>Bernhard O</given-names>
</name>
<aff>
<institution>Nanyang Technological University</institution>
,
<country>Singapore</country>
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</contrib>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Boeing</surname>
<given-names>Heiner</given-names>
</name>
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<institution>German Institute of Human Nutrition</institution>
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<country>Germany</country>
</aff>
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<name>
<surname>Boissonnet</surname>
<given-names>Carlos P</given-names>
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<aff>
<institution>CEMIC</institution>
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<country>Argentina</country>
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<contrib contrib-type="collab">
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<name>
<surname>Bongard</surname>
<given-names>Vanina</given-names>
</name>
<aff>
<institution>Toulouse University School of Medicine</institution>
,
<country>France</country>
</aff>
</contrib>
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<name>
<surname>Bovet</surname>
<given-names>Pascal</given-names>
</name>
<aff>
<institution>Ministry of Health</institution>
,
<country>Seychelles</country>
</aff>
<aff>
<institution>University of Lausanne</institution>
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<country>Switzerland</country>
</aff>
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<name>
<surname>Braeckman</surname>
<given-names>Lutgart</given-names>
</name>
<aff>
<institution>Ghent University</institution>
,
<country>Belgium</country>
</aff>
</contrib>
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<name>
<surname>Bragt</surname>
<given-names>Marjolijn CE</given-names>
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<institution>FrieslandCampina</institution>
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<country>Singapore</country>
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<name>
<surname>Brajkovich</surname>
<given-names>Imperia</given-names>
</name>
<aff>
<institution>Universidad Central de Venezuela</institution>
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<country>Venezuela</country>
</aff>
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<name>
<surname>Branca</surname>
<given-names>Francesco</given-names>
</name>
<aff>
<institution>World Health Organization</institution>
,
<country>Switzerland</country>
</aff>
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<name>
<surname>Breckenkamp</surname>
<given-names>Juergen</given-names>
</name>
<aff>
<institution>Bielefeld University</institution>
,
<country>Germany</country>
</aff>
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<name>
<surname>Brenner</surname>
<given-names>Hermann</given-names>
</name>
<aff>
<institution>German Cancer Research Center</institution>
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<country>Germany</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Brewster</surname>
<given-names>Lizzy M</given-names>
</name>
<aff>
<institution>University of Amsterdam</institution>
,
<country>The Netherlands</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Brian</surname>
<given-names>Garry R</given-names>
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<aff>
<institution>The Fred Hollows Foundation New Zealand</institution>
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<country>New Zealand</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bruno</surname>
<given-names>Graziella</given-names>
</name>
<aff>
<institution>University of Turin</institution>
,
<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
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<name>
<surname>Bueno-de-Mesquita</surname>
<given-names>HB(as)</given-names>
</name>
<aff>
<institution>National Institute for Public Health and the Environment</institution>
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<country>The Netherlands</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bugge</surname>
<given-names>Anna</given-names>
</name>
<aff>
<institution>University of Southern Denmark</institution>
,
<country>Denmark</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Burns</surname>
<given-names>Con</given-names>
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<aff>
<institution>Cork Institute of Technology</institution>
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<country>Ireland</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>de León</surname>
<given-names>Antonio Cabrera</given-names>
</name>
<aff>
<institution>Universidad de La Laguna</institution>
,
<country>Spain</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cacciottolo</surname>
<given-names>Joseph</given-names>
</name>
<aff>
<institution>University of Malta</institution>
,
<country>Malta</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cama</surname>
<given-names>Tilema</given-names>
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<aff>
<institution>Ministry of Health</institution>
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<country>Tonga</country>
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<contrib contrib-type="collab">
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<name>
<surname>Cameron</surname>
<given-names>Christine</given-names>
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<aff>
<institution>Canadian Fitness and Lifestyle Research Institute</institution>
,
<country>Canada</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Camolas</surname>
<given-names>José</given-names>
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<aff>
<institution>Hospital Santa Maria</institution>
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<country>CHLN</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Can</surname>
<given-names>Günay</given-names>
</name>
<aff>
<institution>Istanbul University</institution>
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<country>Turkey</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cândido</surname>
<given-names>Ana Paula C</given-names>
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<aff>
<institution>Universidade Federal de Juiz de Fora</institution>
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<country>Brazil</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Capuano</surname>
<given-names>Vincenzo</given-names>
</name>
<aff>
<institution>Cardiologia di Mercato S. Severino</institution>
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<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cardoso</surname>
<given-names>Viviane C</given-names>
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<aff>
<institution>University of São Paulo</institution>
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<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Carlsson</surname>
<given-names>Axel C</given-names>
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<aff>
<institution>Karolinska Institutet</institution>
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<country>Sweden</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Carvalho</surname>
<given-names>Maria J</given-names>
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<aff>
<institution>University of Porto</institution>
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<country>Portugal</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Casanueva</surname>
<given-names>Felipe F</given-names>
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<aff>
<institution>Santiago de Compostela University</institution>
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<country>Spain</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Casas</surname>
<given-names>Juan-Pablo</given-names>
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<aff>
<institution>University College London</institution>
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<country>United Kingdom</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Caserta</surname>
<given-names>Carmelo A</given-names>
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<aff>
<institution>Associazione Calabrese di Epatologia</institution>
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<country>Italy</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chamukuttan</surname>
<given-names>Snehalatha</given-names>
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<aff>
<institution>India Diabetes Research Foundation</institution>
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<country>India</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chan</surname>
<given-names>Angelique W</given-names>
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<aff>
<institution>Duke-NUS Graduate Medical School</institution>
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<country>Singapore</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chan</surname>
<given-names>Queenie</given-names>
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<aff>
<institution>Imperial College London</institution>
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<country>United Kingdom</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chaturvedi</surname>
<given-names>Himanshu K</given-names>
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<aff>
<institution>National Institute of Medical Statistics</institution>
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<country>India</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chaturvedi</surname>
<given-names>Nishi</given-names>
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<aff>
<institution>University College London</institution>
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<country>United Kingdom</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chen</surname>
<given-names>Chien-Jen</given-names>
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<aff>
<institution>Academia Sinica</institution>
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<country>Taiwan</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chen</surname>
<given-names>Fangfang</given-names>
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<aff>
<institution>Capital Institute of Pediatrics</institution>
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<country>China</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chen</surname>
<given-names>Huashuai</given-names>
</name>
<aff>
<institution>Duke University</institution>
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<country>United States</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chen</surname>
<given-names>Shuohua</given-names>
</name>
<aff>
<institution>Kailuan General Hospital</institution>
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<country>China</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chen</surname>
<given-names>Zhengming</given-names>
</name>
<aff>
<institution>University of Oxford</institution>
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<country>United Kingdom</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cheng</surname>
<given-names>Ching-Yu</given-names>
</name>
<aff>
<institution>Duke-NUS Graduate Medical School</institution>
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<country>Singapore</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chetrit</surname>
<given-names>Angela</given-names>
</name>
<aff>
<institution>The Gertner Institute for Epidemiology and Health Policy Research</institution>
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<country>Israel</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chiolero</surname>
<given-names>Arnaud</given-names>
</name>
<aff>
<institution>Lausanne University Hospital</institution>
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<country>Switzerland</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chiou</surname>
<given-names>Shu-Ti</given-names>
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<aff>
<institution>Ministry of Health and Welfare</institution>
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<country>Taiwan</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chirita-Emandi</surname>
<given-names>Adela</given-names>
</name>
<aff>
<institution>Victor Babes University of Medicine and Pharmacy Timisoara</institution>
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<country>Romania</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cho</surname>
<given-names>Belong</given-names>
</name>
<aff>
<institution>Seoul National University College of Medicine</institution>
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<country>South Korea</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cho</surname>
<given-names>Yumi</given-names>
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<aff>
<institution>Korea Centers for Disease Control and Prevention</institution>
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<country>South Korea</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Christensen</surname>
<given-names>Kaare</given-names>
</name>
<aff>
<institution>University of Southern Denmark</institution>
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<country>Denmark</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Chudek</surname>
<given-names>Jerzy</given-names>
</name>
<aff>
<institution>Medical University of Silesia</institution>
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<country>Poland</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cifkova</surname>
<given-names>Renata</given-names>
</name>
<aff>
<institution>Charles University in Prague</institution>
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<country>Czech Republic</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Claessens</surname>
<given-names>Frank</given-names>
</name>
<aff>
<institution>Katholieke Universiteit Leuven</institution>
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<country>Belgium</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Clays</surname>
<given-names>Els</given-names>
</name>
<aff>
<institution>Ghent University</institution>
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<country>Belgium</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Concin</surname>
<given-names>Hans</given-names>
</name>
<aff>
<institution>Agency for Preventive and Social Medicine</institution>
,
<country>Austria</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cooper</surname>
<given-names>Cyrus</given-names>
</name>
<aff>
<institution>University of Southampton</institution>
,
<country>United Kingdom</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cooper</surname>
<given-names>Rachel</given-names>
</name>
<aff>
<institution>University College London</institution>
,
<country>United Kingdom</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Coppinger</surname>
<given-names>Tara C</given-names>
</name>
<aff>
<institution>Cork Institute of Technology</institution>
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<country>Ireland</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Costanzo</surname>
<given-names>Simona</given-names>
</name>
<aff>
<institution>IRCCS Istituto Neurologico Mediterraneo Neuromed</institution>
,
<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cottel</surname>
<given-names>Dominique</given-names>
</name>
<aff>
<institution>Institut Pasteur de Lille</institution>
,
<country>France</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cowell</surname>
<given-names>Chris</given-names>
</name>
<aff>
<institution>Westmead University of Sydney</institution>
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<country>Australia</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Craig</surname>
<given-names>Cora L</given-names>
</name>
<aff>
<institution>Canadian Fitness and Lifestyle Research Institute</institution>
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<country>Canada</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Crujeiras</surname>
<given-names>Ana B</given-names>
</name>
<aff>
<institution>CIBEROBN</institution>
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<country>Spain</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>D'Arrigo</surname>
<given-names>Graziella</given-names>
</name>
<aff>
<institution>National Council of Research</institution>
,
<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>d'Orsi</surname>
<given-names>Eleonora</given-names>
</name>
<aff>
<institution>Federal University of Santa Catarina</institution>
,
<country>Brazil</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Dallongeville</surname>
<given-names>Jean</given-names>
</name>
<aff>
<institution>Institut Pasteur de Lille</institution>
,
<country>France</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Damasceno</surname>
<given-names>Albertino</given-names>
</name>
<aff>
<institution>Eduardo Mondlane University</institution>
,
<country>Mozambique</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Damsgaard</surname>
<given-names>Camilla T</given-names>
</name>
<aff>
<institution>University of Copenhagen</institution>
,
<country>Denmark</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Danaei</surname>
<given-names>Goodarz</given-names>
</name>
<aff>
<institution>Harvard TH Chan School of Public Health</institution>
,
<country>United States</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Dankner</surname>
<given-names>Rachel</given-names>
</name>
<aff>
<institution>The Gertner Institute for Epidemiology and Health Policy Research</institution>
,
<country>Israel</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Dauchet</surname>
<given-names>Luc</given-names>
</name>
<aff>
<institution>Lille University Hospital</institution>
,
<country>France</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Backer</surname>
<given-names>Guy De</given-names>
</name>
<aff>
<institution>Ghent University</institution>
,
<country>Belgium</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Bacquer</surname>
<given-names>Dirk De</given-names>
</name>
<aff>
<institution>Ghent University</institution>
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<country>Belgium</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>de Gaetano</surname>
<given-names>Giovanni</given-names>
</name>
<aff>
<institution>IRCCS Istituto Neurologico Mediterraneo Neuromed</institution>
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<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Henauw</surname>
<given-names>Stefaan De</given-names>
</name>
<aff>
<institution>Ghent University</institution>
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<country>Belgium</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Smedt</surname>
<given-names>Delphine De</given-names>
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<aff>
<institution>Ghent University</institution>
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<country>Belgium</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Deepa</surname>
<given-names>Mohan</given-names>
</name>
<aff>
<institution>Madras Diabetes Research Foundation</institution>
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<country>India</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Deev</surname>
<given-names>Alexander D</given-names>
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<aff>
<institution>National Research Centre for Preventive Medicine</institution>
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<country>Russia</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Dehghan</surname>
<given-names>Abbas</given-names>
</name>
<aff>
<institution>Erasmus Medical Center Rotterdam</institution>
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<country>The Netherlands</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Delisle</surname>
<given-names>Héléne</given-names>
</name>
<aff>
<institution>University of Montreal</institution>
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<country>Canada</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Delpeuch</surname>
<given-names>Francis</given-names>
</name>
<aff>
<institution>Institut de Recherche pour le Développement</institution>
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<country>France</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Deschamps</surname>
<given-names>Valérie</given-names>
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<aff>
<institution>French Public Health Agency</institution>
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<country>France</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Dhana</surname>
<given-names>Klodian</given-names>
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<aff>
<institution>Erasmus Medical Center Rotterdam</institution>
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<country>The Netherlands</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Castelnuovo</surname>
<given-names>Augusto F Di</given-names>
</name>
<aff>
<institution>IRCCS Istituto Neurologico Mediterraneo Neuromed</institution>
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<country>Italy</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Dias-da-Costa</surname>
<given-names>Juvenal Soares</given-names>
</name>
<aff>
<institution>Universidade do Vale do Rio dos Sinos</institution>
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<country>Brazil</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Diaz</surname>
<given-names>Alejandro</given-names>
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<aff>
<institution>National Council of Scientific and Technical Research</institution>
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<country>Argentina</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Djalalinia</surname>
<given-names>Shirin</given-names>
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<aff>
<institution>Non-Communicable Diseases Research Center</institution>
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<country>Iran</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Do</surname>
<given-names>Ha TP</given-names>
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<aff>
<institution>National Institute of Nutrition</institution>
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<country>Vietnam</country>
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<contrib contrib-type="collab">
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<name>
<surname>Dobson</surname>
<given-names>Annette J</given-names>
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<aff>
<institution>University of Queensland</institution>
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<country>Australia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Donfrancesco</surname>
<given-names>Chiara</given-names>
</name>
<aff>
<institution>Istituto Superiore di Sanità</institution>
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<country>Italy</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Donoso</surname>
<given-names>Silvana P</given-names>
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<aff>
<institution>Universidad de Cuenca</institution>
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<country>Ecuador</country>
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</contrib>
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<name>
<surname>Döring</surname>
<given-names>Angela</given-names>
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<institution>Helmholtz Zentrum München</institution>
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<country>Germany</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Doua</surname>
<given-names>Kouamelan</given-names>
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<institution>Ministére de la Santé et de la Lutte Contre le Sida</institution>
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<country>Côte d’Ivoire</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Drygas</surname>
<given-names>Wojciech</given-names>
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<aff>
<institution>The Cardinal Wyszynski Institute of Cardiology</institution>
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<country>Poland</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Dzerve</surname>
<given-names>Vilnis</given-names>
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<aff>
<institution>University of Latvia</institution>
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<addr-line>Latvia</addr-line>
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<country>Europe</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Egbagbe</surname>
<given-names>E</given-names>
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<aff>
<institution>University of Benin</institution>
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<country>Nigeria</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Eggertsen</surname>
<given-names>Robert</given-names>
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<aff>
<institution>University of Gothenburg</institution>
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<country>Sweden</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ekelund</surname>
<given-names>Ulf</given-names>
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<aff>
<institution>Norwegian School of Sport Sciences</institution>
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<country>Norway</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ati</surname>
<given-names>Jalila El</given-names>
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<aff>
<institution>National Institute of Nutrition and Food Technology</institution>
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<country>Tunisia</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Elliott</surname>
<given-names>Paul</given-names>
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<aff>
<institution>Imperial College London</institution>
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<country>United Kingdom</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Engle-Stone</surname>
<given-names>Reina</given-names>
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<aff>
<institution>University of California Davis</institution>
,
<country>United States</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Erasmus</surname>
<given-names>Rajiv T</given-names>
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<aff>
<institution>University of Stellenbosch</institution>
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<country>South Africa</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Erem</surname>
<given-names>Cihangir</given-names>
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<aff>
<institution>Karadeniz Technical University</institution>
,
<country>Turkey</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Eriksen</surname>
<given-names>Louise</given-names>
</name>
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<institution>University of Southern Denmark</institution>
,
<country>Denmark</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>la Peña</surname>
<given-names>Jorge Escobedo-de</given-names>
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<aff>
<institution>Instituto Mexicano del Seguro Social</institution>
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<country>Mexico</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Evans</surname>
<given-names>Alun</given-names>
</name>
<aff>
<institution>The Queen's University of Belfast</institution>
,
<country>United Kingdom</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Faeh</surname>
<given-names>David</given-names>
</name>
<aff>
<institution>University of Zurich</institution>
,
<country>Switzerland</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Fall</surname>
<given-names>Caroline H</given-names>
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<aff>
<institution>University of Southampton</institution>
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<country>United Kingdom</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Farzadfar</surname>
<given-names>Farshad</given-names>
</name>
<aff>
<institution>Tehran University of Medical Sciences</institution>
,
<country>Iran</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Felix-Redondo</surname>
<given-names>Francisco J</given-names>
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<aff>
<institution>Centro de Salud Villanueva Norte</institution>
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<country>Spain</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ferguson</surname>
<given-names>Trevor S</given-names>
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<aff>
<institution>The University of the West Indies</institution>
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<country>Jamaica</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Fernández-Bergés</surname>
<given-names>Daniel</given-names>
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<aff>
<institution>Hospital Don Benito-Villanueva de la Serena</institution>
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<country>Spain</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ferrante</surname>
<given-names>Daniel</given-names>
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<aff>
<institution>Ministry of Health</institution>
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<country>Argentina</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ferrari</surname>
<given-names>Marika</given-names>
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<aff>
<institution>Council for Agricultural Research and Economics</institution>
,
<country>Italy</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ferreccio</surname>
<given-names>Catterina</given-names>
</name>
<aff>
<institution>Pontificia Universidad Católica de Chile</institution>
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<country>Chile</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ferrieres</surname>
<given-names>Jean</given-names>
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<aff>
<institution>Toulouse University School of Medicine</institution>
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<country>France</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Finn</surname>
<given-names>Joseph D</given-names>
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<aff>
<institution>University of Manchester</institution>
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<country>United Kingdom</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Fischer</surname>
<given-names>Krista</given-names>
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<aff>
<institution>University of Tartu</institution>
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<country>Estonia</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Flores</surname>
<given-names>Eric Monterubio</given-names>
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<aff>
<institution>Instituto Nacional de Salud Pública</institution>
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<country>Mexico</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Föger</surname>
<given-names>Bernhard</given-names>
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<aff>
<institution>Agency for Preventive and Social Medicine</institution>
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<country>Austria</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Foo</surname>
<given-names>Leng Huat</given-names>
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<aff>
<institution>Universiti Sains Malaysia</institution>
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<country>Malaysia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Forslund</surname>
<given-names>Ann-Sofie</given-names>
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<aff>
<institution>Luleå University</institution>
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<country>Sweden</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Forsner</surname>
<given-names>Maria</given-names>
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<aff>
<institution>Dalarna University</institution>
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<country>Sweden</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Fortmann</surname>
<given-names>Stephen P</given-names>
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<aff>
<institution>Stanford University</institution>
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<country>United States</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Fouad</surname>
<given-names>Heba M</given-names>
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<institution>World Health Organization Regional Office for the Eastern Mediterranean</institution>
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<country>Egypt</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Francis</surname>
<given-names>Damian K</given-names>
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<aff>
<institution>The University of the West Indies</institution>
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<country>Jamaica</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Franco</surname>
<given-names>Maria do Carmo</given-names>
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<aff>
<institution>Federal University of São Paulo</institution>
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<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Franco</surname>
<given-names>Oscar H</given-names>
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<institution>Erasmus Medical Center Rotterdam</institution>
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<country>The Netherlands</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Frontera</surname>
<given-names>Guillermo</given-names>
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<aff>
<institution>Hospital Universitario Son Espases</institution>
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<country>Spain</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Fuchs</surname>
<given-names>Flavio D</given-names>
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<aff>
<institution>Hospital de Clinicas de Porto Alegre</institution>
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<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Fuchs</surname>
<given-names>Sandra C</given-names>
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<aff>
<institution>Universidade Federal do Rio Grande do Sul</institution>
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<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Fujita</surname>
<given-names>Yuki</given-names>
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<aff>
<institution>Kindai University Faculty of Medicine</institution>
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<country>Japan</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Furusawa</surname>
<given-names>Takuro</given-names>
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<aff>
<institution>Kyoto University</institution>
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<country>Japan</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gaciong</surname>
<given-names>Zbigniew</given-names>
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<aff>
<institution>Medical University of Warsaw</institution>
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<country>Poland</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gafencu</surname>
<given-names>Mihai</given-names>
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<aff>
<institution>Victor Babes University of Medicine and Pharmacy Timisoara</institution>
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<country>Romania</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gareta</surname>
<given-names>Dickman</given-names>
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<aff>
<institution>University of KwaZulu-Natal</institution>
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<country>South Africa</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Garnett</surname>
<given-names>Sarah P</given-names>
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<aff>
<institution>University of Sydney</institution>
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<country>Australia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gaspoz</surname>
<given-names>Jean-Michel</given-names>
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<aff>
<institution>Geneva University Hospitals</institution>
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<country>Switzerland</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gasull</surname>
<given-names>Magda</given-names>
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<aff>
<institution>CIBER en Epidemiología y Salud Pública</institution>
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<country>Spain</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gates</surname>
<given-names>Louise</given-names>
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<aff>
<institution>Australian Bureau of Statistics</institution>
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<country>Australia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Geleijnse</surname>
<given-names>Johanna M</given-names>
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<aff>
<institution>Wageningen University</institution>
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<country>The Netherlands</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ghasemian</surname>
<given-names>Anoosheh</given-names>
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<aff>
<institution>Non-Communicable Diseases Research Center</institution>
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<country>Iran</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Giampaoli</surname>
<given-names>Simona</given-names>
</name>
<aff>
<institution>Istituto Superiore di Sanità</institution>
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<country>Italy</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gianfagna</surname>
<given-names>Francesco</given-names>
</name>
<aff>
<institution>University of Insubria</institution>
,
<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Giovannelli</surname>
<given-names>Jonathan</given-names>
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<aff>
<institution>Lille University Hospital</institution>
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<country>France</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Giwercman</surname>
<given-names>Aleksander</given-names>
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<aff>
<institution>Lund University</institution>
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<country>Sweden</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Goldsmith</surname>
<given-names>Rebecca A</given-names>
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<aff>
<institution content-type="dept">Nutrition Department</institution>
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<institution>Ministry of Health</institution>
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<country>Israel</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gonçalves</surname>
<given-names>Helen</given-names>
</name>
<aff>
<institution>Federal University of Pelotas</institution>
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<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gross</surname>
<given-names>Marcela Gonzalez</given-names>
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<aff>
<institution>Universidad Politécnica de Madrid</institution>
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<country>Spain</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Rivas</surname>
<given-names>Juan P González</given-names>
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<aff>
<institution>The Andes Clinic of Cardio-Metabolic Studies</institution>
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<country>Venezuela</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gorbea</surname>
<given-names>Mariano Bonet</given-names>
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<aff>
<institution content-type="dept">National Institute of Hygiene</institution>
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<institution>Epidemiology and Microbiology</institution>
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<country>Cuba</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gottrand</surname>
<given-names>Frederic</given-names>
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<aff>
<institution>Université de Lille 2</institution>
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<country>France</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Graff-Iversen</surname>
<given-names>Sidsel</given-names>
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<aff>
<institution>Norwegian Institute of Public Health</institution>
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<country>Norway</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Grafnetter</surname>
<given-names>Dušan</given-names>
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<institution>Institute for Clinical and Experimental Medicine</institution>
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<country>Czech Republic</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Grajda</surname>
<given-names>Aneta</given-names>
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<institution>Children's Memorial Health Institute</institution>
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<country>Poland</country>
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<contrib contrib-type="collab">
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<name>
<surname>Grammatikopoulou</surname>
<given-names>Maria G</given-names>
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<institution>Alexander Technological Educational Institute</institution>
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<country>Greece</country>
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<name>
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<given-names>Ronald D</given-names>
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<institution>Dalhousie University</institution>
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<country>Canada</country>
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<name>
<surname>Grodzicki</surname>
<given-names>Tomasz</given-names>
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<institution>Jagiellonian University Medical College</institution>
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<country>Poland</country>
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<contrib contrib-type="collab">
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<name>
<surname>Grøntved</surname>
<given-names>Anders</given-names>
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<institution>University of Southern Denmark</institution>
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<country>Denmark</country>
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<contrib contrib-type="collab">
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<name>
<surname>Gruden</surname>
<given-names>Grabriella</given-names>
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<aff>
<institution>University of Turin</institution>
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<country>Italy</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Grujic</surname>
<given-names>Vera</given-names>
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<institution>University of Novi Sad</institution>
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<country>Serbia</country>
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<name>
<surname>Gu</surname>
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<country>China</country>
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<contrib contrib-type="collab">
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<name>
<surname>Gualdi-Russo</surname>
<given-names>Emanuela</given-names>
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<institution>University of Ferrara</institution>
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<country>Italy</country>
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<contrib contrib-type="collab">
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<name>
<surname>Guan</surname>
<given-names>Ong Peng</given-names>
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<institution>Singapore Eye Research Institute</institution>
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<country>Singapore</country>
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<contrib contrib-type="collab">
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<name>
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<institution>Icelandic Heart Association</institution>
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<country>Iceland</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Guerrero</surname>
<given-names>Ramiro</given-names>
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<institution>Universidad Icesi</institution>
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<country>Colombia</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Guessous</surname>
<given-names>Idris</given-names>
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<institution>Geneva University Hospitals</institution>
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<country>Switzerland</country>
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<contrib contrib-type="collab">
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<name>
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<institution>State University of Montes Claros</institution>
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<country>Brazil</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
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<country>Iceland</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gunter</surname>
<given-names>Marc</given-names>
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<institution>Imperial College London</institution>
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<country>United Kingdom</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Guo</surname>
<given-names>Xiuhua</given-names>
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<institution>Capital Medical University</institution>
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<country>China</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Guo</surname>
<given-names>Yin</given-names>
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<institution>Capital Medical University</institution>
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<country>China</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
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<institution>Healis - Sekhsaria Institute for Public Health</institution>
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<country>India</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gureje</surname>
<given-names>Oye</given-names>
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<institution>University of Ibadan</institution>
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<country>Nigeria</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gurzkowska</surname>
<given-names>Beata</given-names>
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<institution>Children's Memorial Health Institute</institution>
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<country>Poland</country>
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<name>
<surname>Gutierrez</surname>
<given-names>Laura</given-names>
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<institution>Institute for Clinical Effectiveness and Health Policy</institution>
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<country>Argentina</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Gutzwiller</surname>
<given-names>Felix</given-names>
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<institution>University of Zurich</institution>
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<country>Switzerland</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Halkjær</surname>
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<institution>Danish Cancer Society Research Centre</institution>
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<country>Denmark</country>
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<name>
<surname>Hambleton</surname>
<given-names>Ian R</given-names>
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<institution>The University of the West Indies</institution>
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<country>Barbados</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Hardy</surname>
<given-names>Rebecca</given-names>
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<institution>University College London</institution>
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<country>United Kingdom</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kumar</surname>
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<institution>Indian Council of Medical Research</institution>
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<country>India</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Hata</surname>
<given-names>Jun</given-names>
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<institution>Kyushu University</institution>
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<country>Japan</country>
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<contrib contrib-type="collab">
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<name>
<surname>Hayes</surname>
<given-names>Alison J</given-names>
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<institution>University of Sydney</institution>
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<country>Australia</country>
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<name>
<surname>He</surname>
<given-names>Jiang</given-names>
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<institution>Tulane University</institution>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Hendriks</surname>
<given-names>Marleen Elisabeth</given-names>
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<institution>Academic Medical Center of University of Amsterdam</institution>
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<country>The Netherlands</country>
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<contrib contrib-type="collab">
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<name>
<surname>Cadena</surname>
<given-names>Leticia Hernandez</given-names>
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<institution>National Institute of Public Health</institution>
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<country>Mexico</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Herrala</surname>
<given-names>Sauli</given-names>
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<institution>Oulu University Hospital</institution>
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<country>Finland</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Heshmat</surname>
<given-names>Ramin</given-names>
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<institution>Chronic Diseases Research Center</institution>
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<country>Iran</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Hihtaniemi</surname>
<given-names>Ilpo Tapani</given-names>
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<institution>Imperial College London</institution>
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<country>United Kingdom</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ho</surname>
<given-names>Sai Yin</given-names>
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<institution>University of Hong Kong</institution>
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<country>China</country>
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<contrib contrib-type="collab">
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<name>
<surname>Ho</surname>
<given-names>Suzanne C</given-names>
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<institution>The Chinese University of Hong Kong</institution>
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<country>China</country>
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<name>
<surname>Hobbs</surname>
<given-names>Michael</given-names>
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<institution>University of Western Australia</institution>
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<country>Australia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Hofman</surname>
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<institution>Erasmus Medical Center Rotterdam</institution>
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<country>The Netherlands</country>
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<institution>Universidade Federal de Pelotas</institution>
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<country>Brazil</country>
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<name>
<surname>Houti</surname>
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<institution>University of Oran 1</institution>
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<country>Algeria</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Howitt</surname>
<given-names>Christina</given-names>
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<institution>The University of the West Indies</institution>
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<country>Barbados</country>
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<name>
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<institution>Independent Public Health Specialist</institution>
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<country>Myanmar</country>
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<name>
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<institution>University of Oslo</institution>
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<name>
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<name>
<surname>Hu</surname>
<given-names>Yonghua</given-names>
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<institution>Peking University Health Science Center</institution>
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<country>China</country>
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<name>
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<institution>Birzeit University</institution>
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<country>Palestine</country>
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<name>
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<name>
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<name>
<surname>Hwalla</surname>
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<institution>American University of Beirut</institution>
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<country>Lebanon</country>
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<name>
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<country>Italy</country>
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<country>Japan</country>
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<name>
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<institution>Aga Khan University</institution>
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<name>
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<name>
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<institution>Niigata University</institution>
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<country>Japan</country>
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<aff>
<institution>Kuwait Institute for Scientific Research</institution>
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<country>Kuwait</country>
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<name>
<surname>Jamrozik</surname>
<given-names>Konrad</given-names>
</name>
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<institution>University of Adelaide</institution>
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<country>Australia</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Janszky</surname>
<given-names>Imre</given-names>
</name>
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<institution>Norwegian University of Science and Technology</institution>
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<country>Norway</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Jasienska</surname>
<given-names>Grazyna</given-names>
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<institution>Jagiellonian University Medical College</institution>
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<country>Poland</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Jelakovic</surname>
<given-names>Bojan</given-names>
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<institution>University of Zagreb School of Medicine</institution>
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<country>Croatia</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Jiang</surname>
<given-names>Chao Qiang</given-names>
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<institution>Guangzhou 12th Hospital</institution>
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<country>China</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Joffres</surname>
<given-names>Michel</given-names>
</name>
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<institution>Simon Fraser University</institution>
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<country>Canada</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Johansson</surname>
<given-names>Mattias</given-names>
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<institution>International Agency for Research on Cancer</institution>
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<country>France</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Jonas</surname>
<given-names>Jost B</given-names>
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<institution>Ruprecht-Karls-University of Heidelberg</institution>
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<country>Germany</country>
</aff>
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<name>
<surname>Jørgensen</surname>
<given-names>Torben</given-names>
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<institution>Research Centre for Prevention and Health</institution>
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<country>Denmark</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Joshi</surname>
<given-names>Pradeep</given-names>
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<institution>World Health Organization Country Office</institution>
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<country>India</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Juolevi</surname>
<given-names>Anne</given-names>
</name>
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<institution>National Institute for Health and Welfare</institution>
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<country>Finland</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Jurak</surname>
<given-names>Gregor</given-names>
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<institution>University of Ljubljana</institution>
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<country>Slovenia</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Jureša</surname>
<given-names>Vesna</given-names>
</name>
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<institution>University of Zagreb</institution>
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<country>Croatia</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kaaks</surname>
<given-names>Rudolf</given-names>
</name>
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<institution>German Cancer Research Center</institution>
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<country>Germany</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kafatos</surname>
<given-names>Anthony</given-names>
</name>
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<institution>University of Crete</institution>
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<country>Greece</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kalter-Leibovici</surname>
<given-names>Ofra</given-names>
</name>
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<institution>The Gertner Institute for Epidemiology and Health Policy Research</institution>
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<country>Israel</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kapantais</surname>
<given-names>Efthymios</given-names>
</name>
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<institution>Hellenic Medical Association for Obesity</institution>
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<country>Greece</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kasaeian</surname>
<given-names>Amir</given-names>
</name>
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<institution>Tehran University of Medical Science</institution>
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<country>Iran</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Katz</surname>
<given-names>Joanne</given-names>
</name>
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<institution>Johns Hopkins Bloomberg School of Public Health</institution>
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<country>United States</country>
</aff>
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<name>
<surname>Kaur</surname>
<given-names>Prabhdeep</given-names>
</name>
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<institution>National Institute of Epidemiology</institution>
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<country>India</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kavousi</surname>
<given-names>Maryam</given-names>
</name>
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<institution>Erasmus Medical Center Rotterdam</institution>
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<country>The Netherlands</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Keil</surname>
<given-names>Ulrich</given-names>
</name>
<aff>
<institution>University of Münster</institution>
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<country>Germany</country>
</aff>
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<name>
<surname>Boker</surname>
<given-names>Lital Keinan</given-names>
</name>
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<institution>Israel Center for Disease Control</institution>
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<country>Israel</country>
</aff>
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<name>
<surname>Keinänen-Kiukaanniemi</surname>
<given-names>Sirkka</given-names>
</name>
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<institution>Oulu University Hospital</institution>
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<country>Finland</country>
</aff>
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<name>
<surname>Kelishadi</surname>
<given-names>Roya</given-names>
</name>
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<institution>Research Institute for Primordial Prevention of Non Communicable Disease</institution>
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<country>Iran</country>
</aff>
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<name>
<surname>Kemper</surname>
<given-names>Han CG</given-names>
</name>
<aff>
<institution>VU University Medical Center</institution>
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<country>The Netherlands</country>
</aff>
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<contrib contrib-type="collab">
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<name>
<surname>Kengne</surname>
<given-names>Andre P</given-names>
</name>
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<institution>South African Medical Research Council</institution>
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<country>South Africa</country>
</aff>
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<contrib contrib-type="collab">
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<name>
<surname>Kersting</surname>
<given-names>Mathilde</given-names>
</name>
<aff>
<institution>Research Institute of Child Nutrition</institution>
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<country>Germany</country>
</aff>
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<contrib contrib-type="collab">
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<name>
<surname>Key</surname>
<given-names>Timothy</given-names>
</name>
<aff>
<institution>University of Oxford</institution>
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<country>United Kingdom</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Khader</surname>
<given-names>Yousef Saleh</given-names>
</name>
<aff>
<institution>Jordan University of Science and Technology</institution>
,
<country>Jordan</country>
</aff>
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<contrib contrib-type="collab">
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<name>
<surname>Khalili</surname>
<given-names>Davood</given-names>
</name>
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<institution>Shahid Beheshti University of Medical Sciences</institution>
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<country>Iran</country>
</aff>
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<name>
<surname>Khang</surname>
<given-names>Young-Ho</given-names>
</name>
<aff>
<institution>Seoul National University</institution>
,
<country>South Korea</country>
</aff>
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<contrib contrib-type="collab">
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<name>
<surname>Khaw</surname>
<given-names>Kay-Tee H</given-names>
</name>
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<institution>University of Cambridge</institution>
,
<country>United Kingdom</country>
</aff>
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<name>
<surname>Khouw</surname>
<given-names>Ilse MSL</given-names>
</name>
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<institution>FrieslandCampina</institution>
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<country>Singapore</country>
</aff>
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<name>
<surname>Kiechl</surname>
<given-names>Stefan</given-names>
</name>
<aff>
<institution>Medical University Innsbruck</institution>
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<country>Austria</country>
</aff>
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<name>
<surname>Killewo</surname>
<given-names>Japhet</given-names>
</name>
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<institution>Muhimbili University of Health and Allied Sciences</institution>
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<country>Tanzania</country>
</aff>
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<name>
<surname>Kim</surname>
<given-names>Jeongseon</given-names>
</name>
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<institution>National Cancer Center</institution>
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<country>South Korea</country>
</aff>
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<name>
<surname>Klimont</surname>
<given-names>Jeannette</given-names>
</name>
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<institution>Statistics Austria</institution>
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<country>Austria</country>
</aff>
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<name>
<surname>Klumbiene</surname>
<given-names>Jurate</given-names>
</name>
<aff>
<institution>Lithuanian University of Health Sciences</institution>
,
<country>Lithuania</country>
</aff>
</contrib>
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<name>
<surname>Koirala</surname>
<given-names>Bhawesh</given-names>
</name>
<aff>
<institution>B P Koirala Institute of Health Sciences</institution>
,
<country>Nepal</country>
</aff>
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<name>
<surname>Kolle</surname>
<given-names>Elin</given-names>
</name>
<aff>
<institution>Norwegian School of Sport Sciences</institution>
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<country>Norway</country>
</aff>
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<name>
<surname>Kolsteren</surname>
<given-names>Patrick</given-names>
</name>
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<institution>Institute of Tropical Medicine</institution>
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<country>Belgium</country>
</aff>
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<name>
<surname>Korrovits</surname>
<given-names>Paul</given-names>
</name>
<aff>
<institution>Tartu University Clinics</institution>
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<country>Estonia</country>
</aff>
</contrib>
<contrib contrib-type="collab">
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<name>
<surname>Koskinen</surname>
<given-names>Seppo</given-names>
</name>
<aff>
<institution>National Institute for Health and Welfare</institution>
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<country>Finland</country>
</aff>
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<name>
<surname>Kouda</surname>
<given-names>Katsuyasu</given-names>
</name>
<aff>
<institution>Kindai University Faculty of Medicine</institution>
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<country>Japan</country>
</aff>
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<name>
<surname>Koziel</surname>
<given-names>Slawomir</given-names>
</name>
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<institution>Polish Academy of Sciences Anthropology Unit in Wroclaw</institution>
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<country>Poland</country>
</aff>
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<name>
<surname>Kratzer</surname>
<given-names>Wolfgang</given-names>
</name>
<aff>
<institution>University Hospital Ulm</institution>
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<country>Germany</country>
</aff>
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<name>
<surname>Krokstad</surname>
<given-names>Steinar</given-names>
</name>
<aff>
<institution>Norwegian University of Science and Technology</institution>
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<country>Norway</country>
</aff>
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<contrib contrib-type="collab">
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<name>
<surname>Kromhout</surname>
<given-names>Daan</given-names>
</name>
<aff>
<institution>Wageningen University</institution>
,
<country>The Netherlands</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kruger</surname>
<given-names>Herculina S</given-names>
</name>
<aff>
<institution>North-West University</institution>
,
<country>South Africa</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kubinova</surname>
<given-names>Ruzena</given-names>
</name>
<aff>
<institution>National Institute of Public Health</institution>
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<country>Czech Republic</country>
</aff>
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<name>
<surname>Kujala</surname>
<given-names>Urho M</given-names>
</name>
<aff>
<institution>University of Jyväskylä</institution>
,
<country>Finland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
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<name>
<surname>Kula</surname>
<given-names>Krzysztof</given-names>
</name>
<aff>
<institution>Medical University of Lodz</institution>
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<country>Poland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
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<name>
<surname>Kulaga</surname>
<given-names>Zbigniew</given-names>
</name>
<aff>
<institution>The Children's Memorial Health Institute</institution>
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<country>Poland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kumar</surname>
<given-names>R Krishna</given-names>
</name>
<aff>
<institution>Amrita Institute of Medical Sciences</institution>
,
<country>India</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kurjata</surname>
<given-names>Pawel</given-names>
</name>
<aff>
<institution>The Cardinal Wyszynski Institute of Cardiology</institution>
,
<country>Poland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kusuma</surname>
<given-names>Yadlapalli S</given-names>
</name>
<aff>
<institution>All India Institute of Medical Sciences</institution>
,
<country>India</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kuulasmaa</surname>
<given-names>Kari</given-names>
</name>
<aff>
<institution>National Institute for Health and Welfare</institution>
,
<country>Finland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Kyobutungi</surname>
<given-names>Catherine</given-names>
</name>
<aff>
<institution>African Population and Health Research Center</institution>
,
<country>Kenya</country>
</aff>
</contrib>
<contrib contrib-type="collab">
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<name>
<surname>Laamiri</surname>
<given-names>Fatima Zahra</given-names>
</name>
<aff>
<institution>Higher Institute of Nursing Professions and Technical Health</institution>
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<country>Morocco</country>
</aff>
</contrib>
<contrib contrib-type="collab">
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<name>
<surname>Laatikainen</surname>
<given-names>Tiina</given-names>
</name>
<aff>
<institution>National Institute for Health and Welfare</institution>
,
<country>Finland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lachat</surname>
<given-names>Carl</given-names>
</name>
<aff>
<institution>Ghent University</institution>
,
<country>Belgium</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Laid</surname>
<given-names>Youcef</given-names>
</name>
<aff>
<institution>National Institute of Public Health of Algeria</institution>
,
<country>Algeria</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lam</surname>
<given-names>Tai Hing</given-names>
</name>
<aff>
<institution>University of Hong Kong</institution>
,
<country>China</country>
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</contrib>
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<name>
<surname>Landrove</surname>
<given-names>Orlando</given-names>
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<institution>Ministerio de Salud Pública</institution>
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<country>Cuba</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lanska</surname>
<given-names>Vera</given-names>
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<institution>Institute for Clinical and Experimental Medicine</institution>
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<country>Czech Republic</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lappas</surname>
<given-names>Georg</given-names>
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<institution>Sahlgrenska Academy</institution>
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<country>Sweden</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Larijani</surname>
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<country>Iran</country>
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<contrib contrib-type="collab">
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<name>
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<institution>Norwegian University of Science and Technology</institution>
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<country>Norway</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Laxmaiah</surname>
<given-names>Avula</given-names>
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<institution>Indian Council of Medical Research</institution>
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<country>India</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
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<institution>National Institute of Nutrition</institution>
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<country>Vietnam</country>
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<contrib contrib-type="collab">
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<name>
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<country>Vietnam</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Leclercq</surname>
<given-names>Catherine</given-names>
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<institution>Food and Agriculture Organization</institution>
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<country>Italy</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lee</surname>
<given-names>Jeannette</given-names>
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<aff>
<institution>National University of Singapore</institution>
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<country>Singapore</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lee</surname>
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<institution>National Cancer Center</institution>
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<country>South Korea</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lehtimäki</surname>
<given-names>Terho</given-names>
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<institution>Tampere University Hospital</institution>
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<country>Finland</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lekhraj</surname>
<given-names>Rampal</given-names>
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<aff>
<institution>Universiti Putra Malaysia</institution>
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<country>Malaysia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>León-Muñoz</surname>
<given-names>Luz M</given-names>
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<aff>
<institution>Universidad Autónoma de Madrid</institution>
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<country>Spain</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Li</surname>
<given-names>Yanping</given-names>
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<institution>Harvard TH Chan School of Public Health</institution>
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<country>United States</country>
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<contrib contrib-type="collab">
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<name>
<surname>Lilly</surname>
<given-names>Christa L</given-names>
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<aff>
<institution>West Virginia University</institution>
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<country>United States</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lim</surname>
<given-names>Wei-Yen</given-names>
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<aff>
<institution>National University of Singapore</institution>
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<country>Singapore</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lima-Costa</surname>
<given-names>M Fernanda</given-names>
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<institution>Oswaldo Cruz Foundation Rene Rachou Research Institute</institution>
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<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lin</surname>
<given-names>Hsien-Ho</given-names>
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<aff>
<institution>National Taiwan University</institution>
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<country>Taiwan</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lin</surname>
<given-names>Xu</given-names>
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<institution>University of Chinese Academy of Sciences</institution>
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<country>China</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Linneberg</surname>
<given-names>Allan</given-names>
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<institution>Research Centre for Prevention and Health</institution>
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<country>Denmark</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lissner</surname>
<given-names>Lauren</given-names>
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<institution>University of Gothenburg</institution>
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<country>Sweden</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Litwin</surname>
<given-names>Mieczyslaw</given-names>
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<institution>The Children's Memorial Health Institute</institution>
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<country>Poland</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Liu</surname>
<given-names>Jing</given-names>
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<institution>Beijing Anzhen Hospital</institution>
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<country>Capital Medical University</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lorbeer</surname>
<given-names>Roberto</given-names>
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<aff>
<institution>University Medicine Greifswald</institution>
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<country>Germany</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lotufo</surname>
<given-names>Paulo A</given-names>
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<institution>University of São Paulo</institution>
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<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lozano</surname>
<given-names>José Eugenio</given-names>
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<institution>Consejería de Sanidad Junta de Castilla y León</institution>
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<country>Spain</country>
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<name>
<surname>Luksiene</surname>
<given-names>Dalia</given-names>
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<aff>
<institution>Lithuanian University of Health Sciences</institution>
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<country>Lithuania</country>
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<name>
<surname>Lundqvist</surname>
<given-names>Annamari</given-names>
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<institution>National Institute for Health and Welfare</institution>
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<country>Finland</country>
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<name>
<surname>Lunet</surname>
<given-names>Nuno</given-names>
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<institution>Universidade do Porto</institution>
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<country>Portugal</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Lytsy</surname>
<given-names>Per</given-names>
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<institution>University of Uppsala</institution>
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<country>Sweden</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ma</surname>
<given-names>Guansheng</given-names>
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<institution>Peking University</institution>
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<country>China</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ma</surname>
<given-names>Jun</given-names>
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<institution>Peking University</institution>
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<country>China</country>
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<contrib contrib-type="collab">
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<name>
<surname>Machado-Coelho</surname>
<given-names>George LL</given-names>
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<institution>Universidade Federal de Ouro Preto</institution>
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<country>Brazil</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Machi</surname>
<given-names>Suka</given-names>
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<institution>The Jikei University School of Medicine</institution>
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<country>Japan</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Maggi</surname>
<given-names>Stefania</given-names>
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<institution>National Research Council</institution>
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<country>Italy</country>
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<name>
<surname>ano</surname>
<given-names>Dianna J</given-names>
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<institution>Baker IDI Heart and Diabetes Institute</institution>
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<country>Australia</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Maire</surname>
<given-names>Bernard</given-names>
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<institution>Institut de Recherche pour le Développement</institution>
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<country>France</country>
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<name>
<surname>Makdisse</surname>
<given-names>Marcia</given-names>
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<institution>Hospital Israelita Albert Einstein</institution>
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<country>Brazil</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Malekzadeh</surname>
<given-names>Reza</given-names>
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<institution>Tehran University of Medical Sciences</institution>
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<country>Iran</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Malhotra</surname>
<given-names>Rahul</given-names>
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<institution>Duke-NUS Graduate Medical School</institution>
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<country>Singapore</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Rao</surname>
<given-names>Kodavanti Mallikharjuna</given-names>
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<institution>Indian Council of Medical Research</institution>
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<country>India</country>
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<name>
<surname>Malyutina</surname>
<given-names>Sofia</given-names>
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<institution>Institute of Internal and Preventive Medicine</institution>
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<country>Russia</country>
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<name>
<surname>Manios</surname>
<given-names>Yannis</given-names>
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<institution>Harokopio University</institution>
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<country>Greece</country>
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<name>
<surname>Mann</surname>
<given-names>Jim I</given-names>
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<institution>University of Otago</institution>
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<country>New Zealand</country>
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<name>
<surname>Manzato</surname>
<given-names>Enzo</given-names>
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<institution>University of Padova</institution>
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<country>Italy</country>
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<contrib contrib-type="collab">
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<name>
<surname>Margozzini</surname>
<given-names>Paula</given-names>
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<institution>Pontificia Universidad Católica de Chile</institution>
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<country>Chile</country>
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<name>
<surname>Markey</surname>
<given-names>Oonagh</given-names>
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<institution>University of Reading</institution>
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<country>United Kingdom</country>
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<name>
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<given-names>Pedro</given-names>
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<institution>Lausanne University Hospital</institution>
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<country>Switzerland</country>
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<name>
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<given-names>Jaume</given-names>
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<institution>Institut Hospital del Mar d'Investigacions Médiques</institution>
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<country>Spain</country>
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<name>
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<institution>Institut de Recherche pour le Développement</institution>
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<country>France</country>
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<name>
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<institution>Emory University</institution>
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<country>United States</country>
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<name>
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<country>India</country>
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<name>
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<institution>UiT The Arctic University of Norway</institution>
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<country>Norway</country>
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<name>
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<institution>Cape Peninsula University of Technology</institution>
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<name>
<surname>Mazur</surname>
<given-names>Artur</given-names>
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<institution>University of Rzeszow</institution>
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<country>Poland</country>
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<name>
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<country>Cameroon</country>
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<name>
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<institution>The University of the West Indies</institution>
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<country>Jamaica</country>
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<name>
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<institution>Brown University</institution>
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<name>
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<institution>London School of Hygiene & Tropical Medicine</institution>
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<country>United Kingdom</country>
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<name>
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<institution>University of Edinburgh</institution>
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<institution>University College Dublin</institution>
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<country>Ireland</country>
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<name>
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<institution>Universiti Teknologi MARA</institution>
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<country>Malaysia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mediene-Benchekor</surname>
<given-names>Sounnia</given-names>
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<institution>University of Oran 1</institution>
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<country>Algeria</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Meirhaeghe</surname>
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<institution>Institut National de la Santé et de la Recherche Médicale</institution>
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<country>France</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Meisinger</surname>
<given-names>Christa</given-names>
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<institution>Helmholtz Zentrum München</institution>
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<country>Germany</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Menezes</surname>
<given-names>Ana Maria B</given-names>
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<institution>Universidade Federal de Pelotas</institution>
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<country>Brazil</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mensink</surname>
<given-names>Gert BM</given-names>
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<aff>
<institution>Robert Koch Institute</institution>
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<country>Germany</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Meshram</surname>
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<institution>Indian Council of Medical Research</institution>
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<country>India</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Metspalu</surname>
<given-names>Andres</given-names>
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<aff>
<institution>University of Tartu</institution>
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<country>Estonia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mi</surname>
<given-names>Jie</given-names>
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<institution>Capital Institute of Pediatrics</institution>
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<country>China</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Michaelsen</surname>
<given-names>Kim F</given-names>
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<institution>University of Copenhagen</institution>
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<country>Denmark</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mikkel</surname>
<given-names>Kairit</given-names>
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<institution>University of Tartu</institution>
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<country>Estonia</country>
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<name>
<surname>Miller</surname>
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<institution>University of Otago</institution>
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<country>New Zealand</country>
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<name>
<surname>Miquel</surname>
<given-names>Juan Francisco</given-names>
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<institution>Pontificia Universidad Católica de Chile</institution>
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<country>Chile</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Miranda</surname>
<given-names>J Jaime</given-names>
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<institution>Universidad Peruana Cayetano Heredia</institution>
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<country>Peru</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mišigoj-Durakovic</surname>
<given-names>Marjeta</given-names>
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<aff>
<institution>University of Zagreb</institution>
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<country>Croatia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mohamed</surname>
<given-names>Mostafa K</given-names>
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<institution>Ain Shams University</institution>
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<country>Egypt</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mohammad</surname>
<given-names>Kazem</given-names>
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<institution>Tehran University of Medical Sciences</institution>
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<country>Iran</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mohammadifard</surname>
<given-names>Noushin</given-names>
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<institution>Isfahan Cardiovascular Research Center</institution>
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<country>Iran</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mohan</surname>
<given-names>Viswanathan</given-names>
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<institution>Madras Diabetes Research Foundation</institution>
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<country>India</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Yusoff</surname>
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<institution>Ministry of Health Malaysia</institution>
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<country>Malaysia</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Molbo</surname>
<given-names>Drude</given-names>
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<institution>University of Copenhagen</institution>
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<country>Denmark</country>
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<name>
<surname>Møller</surname>
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<institution>University of Southern Denmark</institution>
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<country>Denmark</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Molnár</surname>
<given-names>Dénes</given-names>
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<institution>University of Pécs</institution>
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<country>Hungary</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mondo</surname>
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<institution>Mulago Hospital</institution>
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<country>Uganda</country>
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<country>Mexico</country>
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<name>
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<name>
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<institution>Universidade Federal do Rio Grande do Sul</institution>
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<country>Brazil</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Morejon</surname>
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<country>Cuba</country>
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<name>
<surname>Moreno</surname>
<given-names>Luis A</given-names>
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<institution>Universidad de Zaragoza</institution>
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<country>Spain</country>
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<name>
<surname>Morgan</surname>
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<institution>RCSI Dublin</institution>
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<country>Ireland</country>
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<name>
<surname>Mortensen</surname>
<given-names>Erik Lykke</given-names>
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<institution>University of Copenhagen</institution>
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<country>Denmark</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Moschonis</surname>
<given-names>George</given-names>
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<country>Greece</country>
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<name>
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<given-names>Malgorzata</given-names>
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<institution>International Institute of Molecular and Cell Biology</institution>
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<country>Poland</country>
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<name>
<surname>Mostafa</surname>
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<country>Egypt</country>
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<name>
<surname>Mota</surname>
<given-names>Jorge</given-names>
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<institution>University of Porto</institution>
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<country>Portugal</country>
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<contrib contrib-type="collab">
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<name>
<surname>Motlagh</surname>
<given-names>Mohammad Esmaeel</given-names>
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<institution>Ahvaz Jundishapur University of Medical Sciences</institution>
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<country>Iran</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Motta</surname>
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<institution>Gorgas Memorial Institute of Public Health</institution>
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<country>Panama</country>
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<name>
<surname>Mu</surname>
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<country>Myanmar</country>
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<name>
<surname>Muiesan</surname>
<given-names>Maria Lorenza</given-names>
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<institution>University of Brescia</institution>
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<country>Italy</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Müller-Nurasyid</surname>
<given-names>Martina</given-names>
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<institution>Helmholtz Zentrum München</institution>
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<country>Germany</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Murphy</surname>
<given-names>Neil</given-names>
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<institution>Imperial College London</institution>
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<country>United Kingdom</country>
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<name>
<surname>Mursu</surname>
<given-names>Jaakko</given-names>
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<institution>University of Eastern Finland</institution>
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<country>Finland</country>
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<institution>Mary Immaculate College</institution>
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<country>Ireland</country>
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<name>
<surname>Musa</surname>
<given-names>Kamarul Imran</given-names>
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<institution>Universiti Sains Malaysia</institution>
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<country>Kota Bharu</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Musil</surname>
<given-names>Vera</given-names>
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<institution>University of Zagreb</institution>
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<country>Croatia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Nagel</surname>
<given-names>Gabriele</given-names>
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<institution>Ulm University</institution>
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<country>Germany</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Nakamura</surname>
<given-names>Harunobu</given-names>
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<institution>Kobe University</institution>
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<country>Japan</country>
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<name>
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<country>Banska Bystrica</country>
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<name>
<surname>Nang</surname>
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<institution>National University of Singapore</institution>
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<country>Singapore</country>
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<name>
<surname>Nangia</surname>
<given-names>Vinay B</given-names>
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<institution>Suraj Eye Institute</institution>
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<country>India</country>
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<name>
<surname>Nankap</surname>
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<institution>Helen Keller International</institution>
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<country>Cameroon</country>
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<name>
<surname>Narake</surname>
<given-names>Sameer</given-names>
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<institution>Healis - Sekhsaria Institute for Public Health</institution>
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<country>India</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
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<given-names>Eva Maria</given-names>
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<institution>CIBER en Epidemiología y Salud Pública</institution>
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<country>Spain</country>
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<contrib contrib-type="collab">
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<name>
<surname>Neal</surname>
<given-names>William A</given-names>
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<institution>West Virginia University</institution>
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<country>United States</country>
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<name>
<surname>Nenko</surname>
<given-names>Ilona</given-names>
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<institution>Jagiellonian University Medical College</institution>
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<country>Poland</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Neovius</surname>
<given-names>Martin</given-names>
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<institution>Karolinska Institutet</institution>
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<country>Sweden</country>
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<name>
<surname>Nervi</surname>
<given-names>Flavio</given-names>
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<institution>Pontificia Universidad Católica de Chile</institution>
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<country>Chile</country>
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<name>
<surname>Neuhauser</surname>
<given-names>Hannelore K</given-names>
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<institution>Robert Koch Institute</institution>
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<country>Germany</country>
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<name>
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<name>
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<given-names>Quang Ngoc</given-names>
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<institution>Hanoi Medical University</institution>
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<country>Vietnam</country>
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<name>
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<institution>Universidad Centro-Occidental Lisandro Alvarado</institution>
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<name>
<surname>Ning</surname>
<given-names>Guang</given-names>
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<institution>Shanghai Jiao-Tong University School of Medicine</institution>
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<country>China</country>
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<contrib contrib-type="collab">
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<name>
<surname>Ninomiya</surname>
<given-names>Toshiharu</given-names>
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<institution>Kyushu University</institution>
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<country>Japan</country>
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<contrib contrib-type="collab">
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<name>
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<given-names>Sania</given-names>
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<institution>Heartfile</institution>
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<country>Pakistan</country>
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<name>
<surname>Noale</surname>
<given-names>Marianna</given-names>
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<institution>National Research Council</institution>
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<country>Italy</country>
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<name>
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<country>Italy</country>
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<country>Germany</country>
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<name>
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<name>
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<name>
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<institution>University Hospital of Pisa</institution>
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<country>Italy</country>
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<name>
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<country>Romania</country>
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<name>
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<name>
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<name>
<surname>Raj</surname>
<given-names>Manu</given-names>
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<institution>Amrita Institute of Medical Sciences</institution>
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<country>India</country>
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<surname>Rao</surname>
<given-names>Sudha Ramachandra</given-names>
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<institution>National Institute of Epidemiology</institution>
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<country>India</country>
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<name>
<surname>Ramachandran</surname>
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<institution>India Diabetes Research Foundation</institution>
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<country>India</country>
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<name>
<surname>Ramke</surname>
<given-names>Jacqueline</given-names>
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<institution>University of New South Wales</institution>
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<country>Australia</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ramos</surname>
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<institution>Institut Universitari d’Investigació en Atenció Primària Jordi Gol</institution>
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<country>Spain</country>
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<name>
<surname>Rampal</surname>
<given-names>Sanjay</given-names>
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<institution>University of Malaya</institution>
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<country>Malaysia</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Rasmussen</surname>
<given-names>Finn</given-names>
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<aff>
<institution>Karolinska Institutet</institution>
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<country>Sweden</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Redon</surname>
<given-names>Josep</given-names>
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<institution>University of Valencia</institution>
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<country>Spain</country>
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<name>
<surname>Reganit</surname>
<given-names>Paul Ferdinand M</given-names>
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<institution>University of the Philippines</institution>
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<country>Philippines</country>
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<name>
<surname>Ribeiro</surname>
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<institution>Minas Gerais State Secretariat for Health</institution>
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<country>Brazil</country>
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<name>
<surname>Riboli</surname>
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<institution>Imperial College London</institution>
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<country>United Kingdom</country>
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<name>
<surname>Rigo</surname>
<given-names>Fernando</given-names>
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<institution>Health Center San Agustín</institution>
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<country>Spain</country>
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<name>
<surname>de Wit</surname>
<given-names>Tobias F Rinke</given-names>
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<institution>PharmAccess Foundation</institution>
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<country>The Netherlands</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ritti-Dias</surname>
<given-names>Raphael M</given-names>
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<institution>Hospital Israelita Albert Einstein</institution>
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<country>Brazil</country>
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<name>
<surname>Rivera</surname>
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<institution>Instituto Nacional de Salud Pública</institution>
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<country>Mexico</country>
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<name>
<surname>Robinson</surname>
<given-names>Sian M</given-names>
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<institution>University of Southampton</institution>
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<country>United Kingdom</country>
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<name>
<surname>Robitaille</surname>
<given-names>Cynthia</given-names>
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<institution>Public Health Agency of Canada</institution>
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<country>Canada</country>
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<name>
<surname>Rodríguez-Artalejo</surname>
<given-names>Fernando</given-names>
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<institution>Universidad Autónoma de Madrid</institution>
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<country>Spain</country>
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<name>
<surname>Rodriguez-Perez</surname>
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<institution>Canarian Health Service</institution>
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<country>Spain</country>
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<name>
<surname>Rodríguez-Villamizar</surname>
<given-names>Laura A</given-names>
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<institution>Universidad Industrial de Santander</institution>
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<country>Colombia</country>
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<name>
<surname>Rojas-Martinez</surname>
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<institution>Instituto Nacional de Salud Pública</institution>
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<country>Mexico</country>
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<name>
<surname>Rojroongwasinkul</surname>
<given-names>Nipa</given-names>
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<institution>Mahidol University</institution>
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<country>Thailand</country>
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<name>
<surname>Romaguera</surname>
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<institution>CIBEROBN</institution>
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<country>Spain</country>
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<name>
<surname>Ronkainen</surname>
<given-names>Kimmo</given-names>
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<institution>University of Eastern Finland</institution>
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<country>Finland</country>
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<name>
<surname>Rosengren</surname>
<given-names>Annika</given-names>
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<institution>University of Gothenburg</institution>
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<country>Sweden</country>
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<name>
<surname>Rouse</surname>
<given-names>Ian</given-names>
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<institution>Fiji National University</institution>
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<country>Fiji</country>
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<name>
<surname>Rubinstein</surname>
<given-names>Adolfo</given-names>
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<institution>Institute for Clinical Effectiveness and Health Policy</institution>
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<country>Argentina</country>
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<name>
<surname>Rühli</surname>
<given-names>Frank J</given-names>
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<institution>University of Zurich</institution>
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<country>Switzerland</country>
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<name>
<surname>Rui</surname>
<given-names>Ornelas</given-names>
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<institution>University of Madeira</institution>
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<country>Portugal</country>
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<name>
<surname>Ruiz-Betancourt</surname>
<given-names>Blanca Sandra</given-names>
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<institution>Instituto Mexicano del Seguro Social</institution>
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<country>Mexico</country>
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<name>
<surname>Horimoto</surname>
<given-names>Andrea RV Russo</given-names>
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<institution>Heart Institute</institution>
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<country>Brazil</country>
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<name>
<surname>Rutkowski</surname>
<given-names>Marcin</given-names>
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<institution>Medical University of Gdansk</institution>
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<country>Poland</country>
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<name>
<surname>Sabanayagam</surname>
<given-names>Charumathi</given-names>
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<institution>Singapore Eye Research Institute</institution>
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<country>Singapore</country>
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<name>
<surname>Sachdev</surname>
<given-names>Harshpal S</given-names>
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<institution>Sitaram Bhartia Institute of Science and Research</institution>
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<country>India</country>
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<name>
<surname>Saidi</surname>
<given-names>Olfa</given-names>
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<institution>Faculty of medicine of Tunis</institution>
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<country>Tunisia</country>
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<name>
<surname>Salanave</surname>
<given-names>Benoit</given-names>
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<institution>French Public Health Agency</institution>
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<country>France</country>
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<name>
<surname>Martinez</surname>
<given-names>Eduardo Salazar</given-names>
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<institution>National Institute of Public Health</institution>
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<country>Mexico</country>
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<name>
<surname>Salomaa</surname>
<given-names>Veikko</given-names>
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<institution>National Institute for Health and Welfare</institution>
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<name>
<surname>Salonen</surname>
<given-names>Jukka T</given-names>
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<aff>
<institution>University of Helsinki</institution>
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<country>Finland</country>
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<name>
<surname>Salvetti</surname>
<given-names>Massimo</given-names>
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<aff>
<institution>University of Brescia</institution>
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<country>Italy</country>
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<name>
<surname>Sánchez-Abanto</surname>
<given-names>Jose</given-names>
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<institution>National Institute of Health</institution>
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<country>Peru</country>
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<name>
<surname>Sandjaja</surname>
<given-names></given-names>
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<institution>Ministry of Health</institution>
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<country>Indonesia</country>
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<name>
<surname>Sans</surname>
<given-names>Susana</given-names>
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<institution>Catalan Department of Health</institution>
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<country>Spain</country>
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<name>
<surname>Santos</surname>
<given-names>Diana A</given-names>
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<aff>
<institution>Universidade de Lisboa</institution>
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<country>Portugal</country>
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<name>
<surname>Santos</surname>
<given-names>Osvaldo</given-names>
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<institution>Institute of Preventive Medicine and Public Health</institution>
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<country>Portugal</country>
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<name>
<surname>dos Santos</surname>
<given-names>Renata Nunes</given-names>
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<aff>
<institution>University of Sao Paulo Clinics Hospital</institution>
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<country>Brazil</country>
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<name>
<surname>Santos</surname>
<given-names>Rute</given-names>
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<aff>
<institution>University of Porto</institution>
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<country>Portugal</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Saramies</surname>
<given-names>Jouko L</given-names>
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<institution>South Karelia Social and Health Care District</institution>
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<country>Finland</country>
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<name>
<surname>Sardinha</surname>
<given-names>Luis B</given-names>
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<aff>
<institution>Universidade de Lisboa</institution>
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<country>Portugal</country>
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<name>
<surname>Sarrafzadegan</surname>
<given-names>Nizal</given-names>
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<institution>Isfahan Cardiovascular Research Center</institution>
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<country>Iran</country>
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<name>
<surname>Saum</surname>
<given-names>Kai-Uwe</given-names>
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<aff>
<institution>German Cancer Research Center</institution>
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<country>Germany</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Savva</surname>
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<institution>Research and Education Institute of Child Health</institution>
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<country>Cyprus</country>
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<name>
<surname>Scazufca</surname>
<given-names>Marcia</given-names>
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<aff>
<institution>University of Sao Paulo Clinics Hospital</institution>
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<country>Brazil</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Rosario</surname>
<given-names>Angelika Schaffrath</given-names>
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<aff>
<institution>Robert Koch Institute</institution>
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<country>Germany</country>
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<name>
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<institution>Hospital Italiano de Buenos Aires</institution>
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<country>Argentina</country>
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<name>
<surname>Schienkiewitz</surname>
<given-names>Anja</given-names>
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<aff>
<institution>Robert Koch Institute</institution>
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<country>Germany</country>
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<contrib contrib-type="collab">
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<name>
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<given-names>Ida Maria</given-names>
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<institution>Rigshospitalet</institution>
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<country>Denmark</country>
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<name>
<surname>Schneider</surname>
<given-names>Ione J</given-names>
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<institution>Federal University of Santa Catarina</institution>
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<country>Brazil</country>
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<name>
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<given-names>Constance</given-names>
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<institution>Academic Medical Center of University of Amsterdam</institution>
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<country>The Netherlands</country>
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<name>
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<country>South Africa</country>
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<name>
<surname>Sein</surname>
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<institution>Ministry of Health</institution>
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<country>Myanmar</country>
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<name>
<surname>Sen</surname>
<given-names>Abhijit</given-names>
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<institution>Norwegian University of Science and Technology</institution>
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<country>Norway</country>
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<contrib contrib-type="collab">
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<name>
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<institution>Lagos State University College of Medicine</institution>
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<country>Nigeria</country>
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<country>Iran</country>
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<name>
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<institution>National Research Centre for Preventive Medicine</institution>
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<country>Russia</country>
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<surname>Sharma</surname>
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<institution>B P Koirala Institute of Health Sciences</institution>
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<country>Nepal</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Shaw</surname>
<given-names>Jonathan E</given-names>
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<institution>Baker IDI Heart and Diabetes Institute</institution>
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<country>Australia</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Shibuya</surname>
<given-names>Kenji</given-names>
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<institution>The University of Tokyo</institution>
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<country>Japan</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Shin</surname>
<given-names>Dong Wook</given-names>
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<institution>Seoul National University College of Medicine</institution>
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<country>South Korea</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Shin</surname>
<given-names>Youchan</given-names>
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<institution>Singapore Eye Research Institute</institution>
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<country>Singapore</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Shiri</surname>
<given-names>Rahman</given-names>
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<institution>Finnish Institute of Occupational Health</institution>
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<country>Finland</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Siantar</surname>
<given-names>Rosalynn</given-names>
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<institution>Singapore Eye Research Institute</institution>
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<country>Singapore</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Sibai</surname>
<given-names>Abla M</given-names>
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<institution>American University of Beirut</institution>
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<country>Lebanon</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Silva</surname>
<given-names>Antonio M</given-names>
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<aff>
<institution>Federal University of Maranhao</institution>
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<country>Brazil</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Silva</surname>
<given-names>Diego Augusto Santos</given-names>
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<institution>Federal University of Santa Catarina</institution>
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<country>Brazil</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Simon</surname>
<given-names>Mary</given-names>
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<institution>India Diabetes Research Foundation</institution>
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<country>India</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Simons</surname>
<given-names>Judith</given-names>
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<institution>St Vincent's Hospital</institution>
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<country>Australia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Simons</surname>
<given-names>Leon A</given-names>
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<aff>
<institution>University of New South Wales</institution>
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<country>Australia</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Sjostrom</surname>
<given-names>Michael</given-names>
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<aff>
<institution>Karolinska Institutet</institution>
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<country>Sweden</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Slowikowska-Hilczer</surname>
<given-names>Jolanta</given-names>
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<institution>Medical University of Lodz</institution>
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<country>Poland</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Slusarczyk</surname>
<given-names>Przemyslaw</given-names>
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<institution>International Institute of Molecular and Cell Biology</institution>
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<country>Poland</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Smeeth</surname>
<given-names>Liam</given-names>
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<institution>London School of Hygiene & Tropical Medicine</institution>
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<country>United Kingdom</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Smith</surname>
<given-names>Margaret C</given-names>
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<institution>University of Oxford</institution>
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<country>United Kingdom</country>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Snijder</surname>
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<institution>Academic Medical Center of University of Amsterdam</institution>
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<country>The Netherlands</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>So</surname>
<given-names>Hung-Kwan</given-names>
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<institution>The Chinese University of Hong Kong</institution>
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<country>China</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Sobngwi</surname>
<given-names>Eugéne</given-names>
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<institution>University of Yaoundé 1</institution>
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<country>Cameroon</country>
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<name>
<surname>Söderberg</surname>
<given-names>Stefan</given-names>
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<institution>Umeå University</institution>
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<country>Sweden</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Soekatri</surname>
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<institution>Health Polytechnics Institute</institution>
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<country>Indonesia</country>
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<name>
<surname>Solfrizzi</surname>
<given-names>Vincenzo</given-names>
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<institution>University of Bari</institution>
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<country>Italy</country>
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<name>
<surname>Sonestedt</surname>
<given-names>Emily</given-names>
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<institution>Lund University</institution>
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<country>Sweden</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Song</surname>
<given-names>Yi</given-names>
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<aff>
<institution>Peking University</institution>
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<country>China</country>
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<name>
<surname>Sørensen</surname>
<given-names>Thorkild IA</given-names>
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<institution>University of Copenhagen</institution>
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<country>Denmark</country>
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<name>
<surname>Soric</surname>
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<institution>University of Zagreb</institution>
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<country>Croatia</country>
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<name>
<surname>Jérome</surname>
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<institution>Institut Régional de Santé Publique</institution>
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<name>
<surname>Soumare</surname>
<given-names>Aicha</given-names>
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<institution>University of Bordeaux</institution>
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<country>France</country>
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<name>
<surname>Staessen</surname>
<given-names>Jan A</given-names>
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<institution>University of Leuven</institution>
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<country>Belgium</country>
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<name>
<surname>Starc</surname>
<given-names>Gregor</given-names>
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<institution>University of Ljubljana</institution>
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<country>Slovenia</country>
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<name>
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<country>France</country>
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<name>
<surname>Staub</surname>
<given-names>Kaspar</given-names>
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<institution>University of Zurich</institution>
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<country>Switzerland</country>
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<name>
<surname>Stavreski</surname>
<given-names>Bill</given-names>
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<institution>Heart Foundation</institution>
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<country>Australia</country>
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<name>
<surname>Steene-Johannessen</surname>
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<institution>Norwegian School of Sport Sciences</institution>
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<country>Norway</country>
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<name>
<surname>Stehle</surname>
<given-names>Peter</given-names>
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<institution>Bonn University</institution>
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<country>Germany</country>
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<name>
<surname>Stein</surname>
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<institution>Emory University</institution>
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<country>United States</country>
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<name>
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<given-names>George S</given-names>
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<institution>Sotiria Hospital</institution>
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<country>Greece</country>
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<name>
<surname>Stessman</surname>
<given-names>Jochanan</given-names>
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<aff>
<institution>Hadassah University Medical Center</institution>
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<country>Israel</country>
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<name>
<surname>Stieber</surname>
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<institution>Helmholtz Zentrum München</institution>
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<country>Germany</country>
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<name>
<surname>Stöckl</surname>
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<institution>Helmholtz Zentrum München</institution>
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<country>Germany</country>
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<name>
<surname>Stocks</surname>
<given-names>Tanja</given-names>
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<aff>
<institution>Lund University</institution>
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<country>Sweden</country>
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<name>
<surname>Stokwiszewski</surname>
<given-names>Jakub</given-names>
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<institution>National Institute of Public Health-National Institute of Hygiene</institution>
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<country>Poland</country>
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<name>
<surname>Stratton</surname>
<given-names>Gareth</given-names>
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<institution>Swansea University</institution>
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<country>United Kingdom</country>
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<name>
<surname>Stronks</surname>
<given-names>Karien</given-names>
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<institution>University of Amsterdam</institution>
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<country>The Netherlands</country>
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<name>
<surname>Strufaldi</surname>
<given-names>Maria Wany</given-names>
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<institution>Federal University of São Paulo</institution>
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<country>Brazil</country>
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<name>
<surname>Sun</surname>
<given-names>Chien-An</given-names>
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<institution>Fu Jen Catholic University</institution>
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<country>Taiwan</country>
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<name>
<surname>Sundström</surname>
<given-names>Johan</given-names>
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<institution>Uppsala University</institution>
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<country>Sweden</country>
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<name>
<surname>Sung</surname>
<given-names>Yn-Tz</given-names>
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<institution>The Chinese University of Hong Kong</institution>
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<country>China</country>
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<name>
<surname>Sunyer</surname>
<given-names>Jordi</given-names>
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<institution>ISGlobal Centre for Research in Environmental Epidemiology</institution>
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<country>Spain</country>
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<name>
<surname>Suriyawongpaisal</surname>
<given-names>Paibul</given-names>
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<institution>Mahidol University</institution>
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<country>Thailand</country>
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<name>
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<institution>The University of Auckland</institution>
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<country>New Zealand</country>
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<name>
<surname>Sy</surname>
<given-names>Rody G</given-names>
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<institution>University of the Philippines</institution>
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<country>Philippines</country>
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<name>
<surname>Szponar</surname>
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<country>Poland</country>
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<name>
<surname>Tai</surname>
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<institution>National University of Singapore</institution>
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<country>Singapore</country>
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<name>
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<institution>University of Tartu</institution>
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<country>Estonia</country>
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<name>
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<institution>Lithuanian University of Health Sciences</institution>
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<country>Lithuania</country>
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<name>
<surname>Tang</surname>
<given-names>Line</given-names>
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<institution>Research Centre for Prevention and Health</institution>
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<country>Denmark</country>
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<name>
<surname>Tang</surname>
<given-names>Xun</given-names>
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<institution>Peking University Health Science Center</institution>
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<country>China</country>
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<name>
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<given-names>Frank</given-names>
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<institution>University of KwaZulu-Natal</institution>
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<country>South Africa</country>
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<name>
<surname>Tao</surname>
<given-names>Yong</given-names>
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<aff>
<institution>Peking University</institution>
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<country>China</country>
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<name>
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<institution>Ministry of Health</institution>
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<country>Jordan</country>
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<name>
<surname>Tarp</surname>
<given-names>Jakob</given-names>
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<aff>
<institution>University of Southern Denmark</institution>
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<country>Denmark</country>
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<name>
<surname>Tarqui-Mamani</surname>
<given-names>Carolina B</given-names>
</name>
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<institution>National Institute of Health</institution>
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<country>Peru</country>
</aff>
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<name>
<surname>Taylor</surname>
<given-names>Anne</given-names>
</name>
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<institution>The University of Adelaide</institution>
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<country>Australia</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tchibindat</surname>
<given-names>Félicité</given-names>
</name>
<aff>
<institution>UNICEF</institution>
,
<country>Cameroon</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Theobald</surname>
<given-names>Holger</given-names>
</name>
<aff>
<institution>Karolinska Institutet</institution>
,
<country>Sweden</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Thijs</surname>
<given-names>Lutgarde</given-names>
</name>
<aff>
<institution>University of Leuven</institution>
,
<country>Belgium</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Thuesen</surname>
<given-names>Betina H</given-names>
</name>
<aff>
<institution>Research Centre for Prevention and Health</institution>
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<country>Denmark</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tjonneland</surname>
<given-names>Anne</given-names>
</name>
<aff>
<institution>Danish Cancer Society Research Centre</institution>
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<country>Denmark</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tolonen</surname>
<given-names>Hanna K</given-names>
</name>
<aff>
<institution>National Institute for Health and Welfare</institution>
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<country>Finland</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tolstrup</surname>
<given-names>Janne S</given-names>
</name>
<aff>
<institution>University of Southern Denmark</institution>
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<country>Denmark</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Topbas</surname>
<given-names>Murat</given-names>
</name>
<aff>
<institution>Karadeniz Technical University</institution>
,
<country>Turkey</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Topór-Madry</surname>
<given-names>Roman</given-names>
</name>
<aff>
<institution>Jagiellonian University Medical College</institution>
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<country>Poland</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Torrent</surname>
<given-names>Maties</given-names>
</name>
<aff>
<institution>IB-SALUT Area de Salut de Menorca</institution>
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<country>Spain</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Toselli</surname>
<given-names>Stefania</given-names>
</name>
<aff>
<institution>University of Bologna</institution>
,
<country>Italy</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Traissac</surname>
<given-names>Pierre</given-names>
</name>
<aff>
<institution>Institut de Recherche pour le Développement</institution>
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<country>France</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Trichopoulou</surname>
<given-names>Antonia</given-names>
</name>
<aff>
<institution>Hellenic Health Foundation</institution>
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<country>Greece</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Trichopoulos</surname>
<given-names>Dimitrios</given-names>
</name>
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<institution>Harvard TH Chan School of Public Health</institution>
,
<country>United States</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Trinh</surname>
<given-names>Oanh TH</given-names>
</name>
<aff>
<institution>University of Pharmacy and Medicine of Ho Chi Minh City</institution>
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<country>Vietnam</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Trivedi</surname>
<given-names>Atul</given-names>
</name>
<aff>
<institution>Government Medical College</institution>
,
<country>India</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tshepo</surname>
<given-names>Lechaba</given-names>
</name>
<aff>
<institution>Sefako Makgatho Health Science University</institution>
,
<country>South Africa</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tulloch-Reid</surname>
<given-names>Marshall K</given-names>
</name>
<aff>
<institution>The University of the West Indies</institution>
,
<country>Jamaica</country>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tuomainen</surname>
<given-names>Tomi-Pekka</given-names>
</name>
<aff>
<institution>University of Eastern Finland</institution>
,
<country>Finland</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tuomilehto</surname>
<given-names>Jaakko</given-names>
</name>
<aff>
<institution>Dasman Diabetes Institute</institution>
,
<country>Kuwait</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Turley</surname>
<given-names>Maria L</given-names>
</name>
<aff>
<institution>Ministry of Health</institution>
,
<country>New Zealand</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tynelius</surname>
<given-names>Per</given-names>
</name>
<aff>
<institution>Karolinska Institutet</institution>
,
<country>Sweden</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Tzotzas</surname>
<given-names>Themistoklis</given-names>
</name>
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<institution>Hellenic Medical Association for Obesity</institution>
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<country>Greece</country>
</aff>
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<name>
<surname>Tzourio</surname>
<given-names>Christophe</given-names>
</name>
<aff>
<institution>University of Bordeaux</institution>
,
<country>France</country>
</aff>
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<name>
<surname>Ueda</surname>
<given-names>Peter</given-names>
</name>
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<institution>Harvard TH Chan School of Public Health</institution>
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<country>United States</country>
</aff>
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<name>
<surname>Ukoli</surname>
<given-names>Flora AM</given-names>
</name>
<aff>
<institution>Meharry Medical College</institution>
,
<country>United States</country>
</aff>
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<name>
<surname>Ulmer</surname>
<given-names>Hanno</given-names>
</name>
<aff>
<institution>Medical University of Innsbruck</institution>
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<country>Austria</country>
</aff>
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<name>
<surname>Unal</surname>
<given-names>Belgin</given-names>
</name>
<aff>
<institution>Dokuz Eylul University</institution>
,
<country>Turkey</country>
</aff>
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<name>
<surname>Uusitalo</surname>
<given-names>Hannu MT</given-names>
</name>
<aff>
<institution>University of Tampere Tays Eye Center</institution>
,
<country>Finland</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Valdivia</surname>
<given-names>Gonzalo</given-names>
</name>
<aff>
<institution>Pontificia Universidad Católica de Chile</institution>
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<country>Chile</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Vale</surname>
<given-names>Susana</given-names>
</name>
<aff>
<institution>University of Porto</institution>
,
<country>Portugal</country>
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<name>
<surname>Valvi</surname>
<given-names>Damaskini</given-names>
</name>
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<institution>Harvard TH Chan School of Public Health</institution>
,
<country>United States</country>
</aff>
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<name>
<surname>van der Schouw</surname>
<given-names>Yvonne T</given-names>
</name>
<aff>
<institution>University Medical Center Utrecht</institution>
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<country>The Netherlands</country>
</aff>
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<name>
<surname>Herck</surname>
<given-names>Koen Van</given-names>
</name>
<aff>
<institution>Ghent University</institution>
,
<country>Belgium</country>
</aff>
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<name>
<surname>Minh</surname>
<given-names>Hoang Van</given-names>
</name>
<aff>
<institution>Hanoi School of Public Health</institution>
,
<country>Vietnam</country>
</aff>
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<name>
<surname>van Rossem</surname>
<given-names>Lenie</given-names>
</name>
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<institution>University Medical Center Utrecht</institution>
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<country>The Netherlands</country>
</aff>
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<name>
<surname>van Valkengoed</surname>
<given-names>Irene GM</given-names>
</name>
<aff>
<institution>Academic Medical Center of University of Amsterdam</institution>
,
<country>The Netherlands</country>
</aff>
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<name>
<surname>Vanderschueren</surname>
<given-names>Dirk</given-names>
</name>
<aff>
<institution>Katholieke Universiteit Leuven</institution>
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<country>Belgium</country>
</aff>
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<name>
<surname>Vanuzzo</surname>
<given-names>Diego</given-names>
</name>
<aff>
<institution>Centro di Prevenzione Cardiovascolare Udine</institution>
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<country>Italy</country>
</aff>
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<name>
<surname>Vatten</surname>
<given-names>Lars</given-names>
</name>
<aff>
<institution>Norwegian University of Science and Technology</institution>
,
<country>Norway</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Vega</surname>
<given-names>Tomas</given-names>
</name>
<aff>
<institution>Consejería de Sanidad Junta de Castilla y León</institution>
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<country>Spain</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Velasquez-Melendez</surname>
<given-names>Gustavo</given-names>
</name>
<aff>
<institution>Universidade Federal de Minas Gerais</institution>
,
<country>Brazil</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Veronesi</surname>
<given-names>Giovanni</given-names>
</name>
<aff>
<institution>University of Insubria</institution>
,
<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Verschuren</surname>
<given-names>WM Monique</given-names>
</name>
<aff>
<institution>National Institute for Public Health and the Environment</institution>
,
<country>The Netherlands</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Verstraeten</surname>
<given-names>Roosmarijn</given-names>
</name>
<aff>
<institution>Institute of Tropical Medicine</institution>
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<country>Belgium</country>
</aff>
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<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Victora</surname>
<given-names>Cesar G</given-names>
</name>
<aff>
<institution>Universidade Federal de Pelotas</institution>
,
<country>Brazil</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Viegi</surname>
<given-names>Giovanni</given-names>
</name>
<aff>
<institution>Italian National Research Council</institution>
,
<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Viet</surname>
<given-names>Lucie</given-names>
</name>
<aff>
<institution>National Institute for Public Health and the Environment</institution>
,
<country>The Netherlands</country>
</aff>
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<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Viikari-Juntura</surname>
<given-names>Eira</given-names>
</name>
<aff>
<institution>Finnish Institute of Occupational Health</institution>
,
<country>Finland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Vineis</surname>
<given-names>Paolo</given-names>
</name>
<aff>
<institution>Imperial College London</institution>
,
<country>United Kingdom</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Vioque</surname>
<given-names>Jesus</given-names>
</name>
<aff>
<institution>Universidad Miguel Hernandez</institution>
,
<country>Spain</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Virtanen</surname>
<given-names>Jyrki K</given-names>
</name>
<aff>
<institution>University of Eastern Finland</institution>
,
<country>Finland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Visvikis-Siest</surname>
<given-names>Sophie</given-names>
</name>
<aff>
<institution>INSERM</institution>
,
<country>France</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Viswanathan</surname>
<given-names>Bharathi</given-names>
</name>
<aff>
<institution>Ministry of Health</institution>
,
<country>Seychelles</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Vollenweider</surname>
<given-names>Peter</given-names>
</name>
<aff>
<institution>Lausanne University Hospital</institution>
,
<country>Switzerland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Voutilainen</surname>
<given-names>Sari</given-names>
</name>
<aff>
<institution>University of Eastern Finland</institution>
,
<country>Finland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Vrdoljak</surname>
<given-names>Ana</given-names>
</name>
<aff>
<institution>UHC Zagreb</institution>
,
<country>Croatia</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Vrijheid</surname>
<given-names>Martine</given-names>
</name>
<aff>
<institution>ISGlobal Centre for Research in Environmental Epidemiology</institution>
,
<country>Spain</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wade</surname>
<given-names>Alisha N</given-names>
</name>
<aff>
<institution>University of the Witwatersrand</institution>
,
<country>South Africa</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wagner</surname>
<given-names>Aline</given-names>
</name>
<aff>
<institution>University of Strasbourg</institution>
,
<country>France</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Walton</surname>
<given-names>Janette</given-names>
</name>
<aff>
<institution>University College Cork</institution>
,
<country>Ireland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Mohamud</surname>
<given-names>Wan Nazaimoon Wan</given-names>
</name>
<aff>
<institution>Institute for Medical Research</institution>
,
<country>Malaysia</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wang</surname>
<given-names>Ming-Dong</given-names>
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<aff>
<institution>Public Health Agency of Canada</institution>
,
<country>Canada</country>
</aff>
</contrib>
<contrib contrib-type="collab">
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<name>
<surname>Wang</surname>
<given-names>Qian</given-names>
</name>
<aff>
<institution>Xinjiang Medical University</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wang</surname>
<given-names>Ya Xing</given-names>
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<aff>
<institution>Beijing Tongren Hospital</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wannamethee</surname>
<given-names>S Goya</given-names>
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<aff>
<institution>University College London</institution>
,
<country>United Kingdom</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wareham</surname>
<given-names>Nicholas</given-names>
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<aff>
<institution>University of Cambridge</institution>
,
<country>United Kingdom</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
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<surname>Weerasekera</surname>
<given-names>Deepa</given-names>
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<institution>Ministry of Health</institution>
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<country>New Zealand</country>
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<contrib contrib-type="collab">
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<institution>St George’s</institution>
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<country>University of London</country>
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<institution>Medical University of Vienna</institution>
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<country>Austria</country>
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</contrib>
<contrib contrib-type="collab">
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<given-names>Indah S</given-names>
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<aff>
<institution>Universitas Indonesia</institution>
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<country>Indonesia</country>
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<institution>Medical University of Silesia</institution>
,
<country>Poland</country>
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</contrib>
<contrib contrib-type="collab">
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<surname>Wijga</surname>
<given-names>Alet H</given-names>
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<aff>
<institution>National Institute for Public Health and the Environment</institution>
,
<country>The Netherlands</country>
</aff>
</contrib>
<contrib contrib-type="collab">
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<institution>The University of the West Indies</institution>
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<country>Jamaica</country>
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<surname>Willeit</surname>
<given-names>Johann</given-names>
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<aff>
<institution>Medical University Innsbruck</institution>
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<country>Austria</country>
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</contrib>
<contrib contrib-type="collab">
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<surname>Wilsgaard</surname>
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<aff>
<institution>UiT The Arctic University of Norway</institution>
,
<country>Norway</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
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<surname>Wojtyniak</surname>
<given-names>Bogdan</given-names>
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<aff>
<institution>National Institute of Public Health-National Institute of Hygiene</institution>
,
<country>Poland</country>
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</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wong</surname>
<given-names>Jyh Eiin</given-names>
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<aff>
<institution>Universiti Kebangsaan Malaysia</institution>
,
<country>Malaysia</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wong</surname>
<given-names>Tien Yin</given-names>
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<aff>
<institution>Duke-NUS Graduate Medical School</institution>
,
<country>Singapore</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Woo</surname>
<given-names>Jean</given-names>
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<aff>
<institution>The Chinese University of Hong Kong</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Woodward</surname>
<given-names>Mark</given-names>
</name>
<aff>
<institution>University of Sydney</institution>
,
<country>Australia</country>
</aff>
<aff>
<institution>University of Oxford</institution>
,
<country>United Kingdom</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wu</surname>
<given-names>Frederick C</given-names>
</name>
<aff>
<institution>University of Manchester</institution>
,
<country>United Kingdom</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wu</surname>
<given-names>Jianfeng</given-names>
</name>
<aff>
<institution>Shandong University of Traditional Chinese Medicine</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Wu</surname>
<given-names>Shou Ling</given-names>
</name>
<aff>
<institution>Kailuan General Hospital</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Xu</surname>
<given-names>Haiquan</given-names>
</name>
<aff>
<institution>Institute of Food and Nutrition Development of Ministry of Agriculture</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Xu</surname>
<given-names>Liang</given-names>
</name>
<aff>
<institution>Capital Medical University</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Yamborisut</surname>
<given-names>Uruwan</given-names>
</name>
<aff>
<institution>Mahidol University</institution>
,
<country>Thailand</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Yan</surname>
<given-names>Weili</given-names>
</name>
<aff>
<institution>Children's Hospital of Fudan University</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Yang</surname>
<given-names>Xiaoguang</given-names>
</name>
<aff>
<institution>Chinese Center for Disease Control and Prevention</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Yardim</surname>
<given-names>Nazan</given-names>
</name>
<aff>
<institution>Ministry of Health</institution>
,
<country>Turkey</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Ye</surname>
<given-names>Xingwang</given-names>
</name>
<aff>
<institution>University of Chinese Academy of Sciences</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Yiallouros</surname>
<given-names>Panayiotis K</given-names>
</name>
<aff>
<institution>University of Cyprus</institution>
,
<country>Cyprus</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Yoshihara</surname>
<given-names>Akihiro</given-names>
</name>
<aff>
<institution>Niigata University</institution>
,
<country>Japan</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>You</surname>
<given-names>Qi Sheng</given-names>
</name>
<aff>
<institution>Capital Medical University</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Younger-Coleman</surname>
<given-names>Novie O</given-names>
</name>
<aff>
<institution>The University of the West Indies</institution>
,
<country>Jamaica</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Yusoff</surname>
<given-names>Ahmad F</given-names>
</name>
<aff>
<institution>Ministry of Health Malaysia</institution>
,
<country>Malaysia</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zainuddin</surname>
<given-names>Ahmad A</given-names>
</name>
<aff>
<institution>Universiti Teknologi MARA</institution>
,
<country>Malaysia</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zambon</surname>
<given-names>Sabina</given-names>
</name>
<aff>
<institution>University of Padova</institution>
,
<country>Italy</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zdrojewski</surname>
<given-names>Tomasz</given-names>
</name>
<aff>
<institution>Medical University of Gdansk</institution>
,
<country>Poland</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zeng</surname>
<given-names>Yi</given-names>
</name>
<aff>
<institution>Duke University</institution>
,
<country>United States</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zhao</surname>
<given-names>Dong</given-names>
</name>
<aff>
<institution>Beijing Anzhen Hospital</institution>
,
<country>Capital Medical University</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zhao</surname>
<given-names>Wenhua</given-names>
</name>
<aff>
<institution>Chinese Center for Disease Control and Prevention</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zheng</surname>
<given-names>Yingfeng</given-names>
</name>
<aff>
<institution>Singapore Eye Research Institute</institution>
,
<country>Singapore</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zhou</surname>
<given-names>Maigeng</given-names>
</name>
<aff>
<institution>Chinese Center for Disease Control and Prevention</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zhu</surname>
<given-names>Dan</given-names>
</name>
<aff>
<institution>Inner Mongolia Medical University</institution>
,
<country>China</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Zimmermann</surname>
<given-names>Esther</given-names>
</name>
<aff>
<institution>Bispebjerg and Frederiksberg Hospitals</institution>
,
<country>Denmark</country>
</aff>
</contrib>
<contrib contrib-type="collab">
<contrib-id contrib-id-type="group-author-key" authenticated="false">group-author-id1</contrib-id>
<name>
<surname>Cisneros</surname>
<given-names>Julio Zuñiga</given-names>
</name>
<aff>
<institution>Gorgas Memorial Institute of Public Health</institution>
,
<country>Panama</country>
</aff>
</contrib>
</contrib-group>
</collab>
<xref ref-type="corresp" rid="cor1">*</xref>
<xref ref-type="fn" rid="con1"></xref>
<xref ref-type="fn" rid="conf1"></xref>
</contrib>
</contrib-group>
<contrib-group>
<contrib contrib-type="editor">
<name>
<surname>Franco</surname>
<given-names>Eduardo</given-names>
</name>
<role>Reviewing editor</role>
<aff>
<institution>McGill University</institution>
,
<country>Canada</country>
</aff>
</contrib>
</contrib-group>
<author-notes>
<corresp id="cor1">
<email>majid.ezzati@imperial.ac.uk</email>
</corresp>
</author-notes>
<pub-date date-type="pub" publication-format="electronic">
<day>26</day>
<month>7</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="collection">
<year>2016</year>
</pub-date>
<volume>5</volume>
<elocation-id>e13410</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>12</month>
<year>2015</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>6</month>
<year>2016</year>
</date>
</history>
<permissions>
<copyright-statement>© 2016, Franco et al</copyright-statement>
<copyright-year>2016</copyright-year>
<copyright-holder>Franco et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p>This article is distributed under the terms of the
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License</ext-link>
, which permits unrestricted use and redistribution provided that the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="elife-13410.pdf"></self-uri>
<abstract>
<p>Being taller is associated with enhanced longevity, and higher education and earnings. We reanalysed 1472 population-based studies, with measurement of height on more than 18.6 million participants to estimate mean height for people born between 1896 and 1996 in 200 countries. The largest gain in adult height over the past century has occurred in South Korean women and Iranian men, who became 20.2 cm (95% credible interval 17.5–22.7) and 16.5 cm (13.3–19.7) taller, respectively. In contrast, there was little change in adult height in some sub-Saharan African countries and in South Asia over the century of analysis. The tallest people over these 100 years are men born in the Netherlands in the last quarter of 20th century, whose average heights surpassed 182.5 cm, and the shortest were women born in Guatemala in 1896 (140.3 cm; 135.8–144.8). The height differential between the tallest and shortest populations was 19-20 cm a century ago, and has remained the same for women and increased for men a century later despite substantial changes in the ranking of countries.</p>
<p>
<bold>DOI:</bold>
<ext-link ext-link-type="doi" xlink:href="10.7554/eLife.13410.001">http://dx.doi.org/10.7554/eLife.13410.001</ext-link>
</p>
</abstract>
<abstract abstract-type="executive-summary">
<title>eLife digest</title>
<p>People from different countries grow to different heights. This may be partly due to genetics, but most differences in height between countries have other causes. For example, children and adolescents who are malnourished, or who suffer from serious diseases, will generally be shorter as adults. This is important because taller people generally live longer, are less likely to suffer from heart disease and stroke, and taller women and their children are less likely to have complications during and after birth. Taller people may also earn more and be more successful at school. However, they are also more likely to develop some cancers.</p>
<p>The NCD Risk Factor Collaboration set out to find out how tall people are, on average, in every country in the world at the moment, and how this has changed over the past 100 years. The analysis revealed large differences in height between countries. The tallest men were born in the last part of the 20th century in the Netherlands, and were nearly 183 cm tall on average. The shortest women were born in 1896 in Guatemala, and were on average 140 cm tall. The difference between the shortest and tallest countries is about 20 cm for both men and women. This means there are large differences between countries in terms of nutrition and the risk of developing some diseases.</p>
<p>The way in which height has changed over the past 100 years also varies from country to country. Iranian men born in 1996 were around 17 cm taller than those born in 1896, and South Korean women were 20 cm taller. In other parts of the world, particularly in South Asia and parts of Africa, people are only slightly taller than 100 years ago, and in some countries people are shorter than they were 50 years ago.</p>
<p>There is a need to better understand why height has changed in different countries by different amounts, and use this information to improve nutrition and health across the world. It would also be valuable to understand how much becoming taller has been responsible for improved health and longevity throughout the world.</p>
<p>
<bold>DOI:</bold>
<ext-link ext-link-type="doi" xlink:href="10.7554/eLife.13410.002">http://dx.doi.org/10.7554/eLife.13410.002</ext-link>
</p>
</abstract>
<kwd-group kwd-group-type="author-keywords">
<title>Author Keywords</title>
<kwd>biological sciences</kwd>
<kwd>medical research</kwd>
<kwd>epidemiology</kwd>
<kwd>nutrition</kwd>
</kwd-group>
<kwd-group kwd-group-type="research-organism">
<title>Research Organism</title>
<kwd>None</kwd>
</kwd-group>
<funding-group>
<award-group id="par-1">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/501100004828</institution-id>
<institution>Grand Challenges Canada</institution>
</institution-wrap>
</funding-source>
<principal-award-recipient>
<name>
<surname>Ezzati</surname>
<given-names>Majid</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="par-2">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100004440</institution-id>
<institution>Wellcome Trust</institution>
</institution-wrap>
</funding-source>
<award-id>101506/Z/13/Z</award-id>
<principal-award-recipient>
<name>
<surname>Ezzati</surname>
<given-names>Majid</given-names>
</name>
</principal-award-recipient>
</award-group>
<funding-statement>The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.</funding-statement>
</funding-group>
<custom-meta-group>
<custom-meta>
<meta-name>elife-xml-version</meta-name>
<meta-value>2.5</meta-value>
</custom-meta>
<custom-meta specific-use="meta-only">
<meta-name>Author impact statement</meta-name>
<meta-value>Height in early adulthood is an indicator that integrates across different dimensions of sustainable human development with links to health and longevity, nutrition, education and economic productivity.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<sub-article id="SA1" article-type="article-commentary">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.13410.018</article-id>
<title-group>
<article-title>Decision letter</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="editor">
<name>
<surname>Franco</surname>
<given-names>Eduardo</given-names>
</name>
<role>Reviewing editor</role>
<aff>
<institution>McGill University</institution>
,
<country>Canada</country>
</aff>
</contrib>
</contrib-group>
</front-stub>
<body>
<boxed-text position="float" orientation="portrait">
<p>In the interests of transparency, eLife includes the editorial decision letter and accompanying author responses. A lightly edited version of the letter sent to the authors after peer review is shown, indicating the most substantive concerns; minor comments are not usually included.</p>
</boxed-text>
<p>Thank you for submitting your work entitled "The height of the world – A century of trends in adult human height" for consideration by
<italic>eLife</italic>
. Your article has been reviewed by two peer reviewers, and the evaluation has been overseen by Eduardo Franco, as a Reviewing Editor, and Prabhat Jha, as the Senior Editor. M Dawn Teare, a Member of
<italic>eLife</italic>
's Board of Reviewing Editors served as one of the reviewers and agreed to reveal her identity.</p>
<p>The reviewers have discussed the reviews with one another and the Reviewing Editor has drafted this decision to help you prepare a revised submission.</p>
<p>Summary:</p>
<p>This paper is a substantial and impressive report submitted on behalf of the NCD Risk Factor Collaboration. It represents a huge and extremely valuable new assemblage of data, including adult height measurements for around 15.4 million individuals born between 1896 and 1996 from 178 countries around the globe. Never before has such comprehensive data on stature been brought together, bearing on trends and differentials across the globe in health, nutrition, economy, and anthropometry. This collaborative group has published several papers now using this methodology, tackling a different health outcome in each paper. Here the health outcome is adult height and the team has systematically collected adult height measurements from 1450 studies from 178 countries for adults born between 1896 and 1996 and used a hierarchical Bayesian model to analyse trends over 100 years. Adult height lends itself nicely to this sort of analysis as the assumption is that height is pretty constant after 18, whereas weight (and hence BMI) is a much less stable measurement.</p>
<p>Essential revisions:</p>
<p>Structure and Organization:</p>
<p>The paper is difficult to read and some investment in visualisation tools would greatly enhance its value. The maps after the References section are very nice and easy to fit into the article in a pdf form. However, the country by gender plots need to be made a bit more accessible as these are the more interesting results summarizing the trends.</p>
<p>Please revise the Abstract and Introduction with due attention to providing factual material only. As they stand, the findings listed in the Abstract and Introduction would hardly justify publication. They are tidbits, engaging the curiosity of readers and showing off the scope of the assembled data, but not settling open questions of theoretical interest. Everyone knows that nutritional status across the world has not converged to some common level. Finding “no indication of convergence across countries” in mean adult heights is hardly news.</p>
<p>The paper has a number of strengths that do not come across in the Abstract. They have systematically searched for sampled measured data rather than self-reports; they have collected a large amount of data on women and have data from 178 countries. This means that the work is a substantial step up from other studies of trends in height. I think the paper is too short. Please explain the BMI analysis referred to in
<xref ref-type="fig" rid="fig6">Figure 6</xref>
.</p>
<p>The main text and figures are valuable. The 165 pages of Supplementary Information, in contrast, do not belong in the publication. The lists of NCD Risk Factor Collaborators and the long table of data sources belong on a Project Website with hyperlink pointers in the article, or perhaps as a separate appendix hosted in the journal. Some details of the validation study might reasonably belong an appendix, but the validation study as it stands is not entirely convincing. The uncertainties of importance relate to the out-of-sample-range extrapolations to timeframes and countries without datasets, whereas the cross-validation mainly measures success at within-sample-range interpolations within sets of times and cases where relevant datasets are available.</p>
<p>Data Analysis:</p>
<p>What is the specification of the Bayesian model in use here for filling in missing data and extrapolating back into the past and outward to nations with limited sets of direct measurements? The paper directs readers to Danaei et al., 2011 and Finucane et al., 2014 for details of the model, but the Bayesian models in those references pertain to systolic blood pressure and to health status, not to heights. Heights pose many different issues, particularly when only 70 of the 178 countries have data for cohorts born before 1920 and 22 of 200 countries for which estimates are generated have no data at all. Presumably, the model here incorporates features needed for application to heights, but nothing is spelled out. Toward the end of this review is a list of some of the model features that would seem important to describe.</p>
<p>In what form and under what arrangements are these data to be made available to the wider community of researchers? Is the creation of a data resource for heights along the lines of the Human Mortality Database and the Human Fertility Database underway? This question arises not only with regard to compliance with data-sharing requirements of
<italic>eLife</italic>
and other top journals, but also with regard to the wide range of scientific questions that could be addressed with these data. What is already treated in this paper hardly scratches the surface.</p>
<p>Please provide details on the Bayesian model regarding the following:</p>
<p>A) growth curves by age;</p>
<p>B) the “linear and non-linear” trends in mean age over time;</p>
<p>C) non-normality at younger and older ages;</p>
<p>D) variability in standard deviations and its relationship to the homogeneity or heterogeneity of each measured population;</p>
<p>E) smoothing (B-splines?);</p>
<p>F) covariance structures within region by age and time;</p>
<p>G) sample information with regard to measurement scales in centimeters or inches, with or without shoes (or unknown), degree of rounding, etc.</p>
</body>
</sub-article>
<sub-article id="SA2" article-type="reply">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.13410.019</article-id>
<title-group>
<article-title>Author response</article-title>
</title-group>
</front-stub>
<body>
<p>Essential revisions:</p>
<p>Structure and Organization:</p>
<p>The paper is difficult to read and some investment in visualisation tools would greatly enhance its value. The maps after the References section are very nice and easy to fit into the article in a pdf form. However, the country by gender plots need to be made a bit more accessible as these are the more interesting results summarizing the trends.</p>
<p>We take this comment to refer to old
<xref ref-type="fig" rid="fig3">Figure 3</xref>
(new
<xref ref-type="fig" rid="fig4">Figures 4</xref>
and
<xref ref-type="fig" rid="fig5">5</xref>
), the long “ladder” plot of all countries. As the reviewer has correctly pointed out, with 200 countries, this figure would be best suited to a dynamic visualisation. We have developed the needed technology (see
<ext-link ext-link-type="uri" xlink:href="http://www.ncdrisc.org/ranking-bmi.html">http://www.ncdrisc.org/ranking-bmi.html</ext-link>
for what it looks likes for BMI) and will release similar graphs for height upon the paper’s publication. If
<italic>eLife</italic>
system allows, the current static figure can be replaced with an embedded dynamic one on the Journal’s website while the static one appears in the PDF. We would be happy to finalise the specifics with the Editors and the production team.</p>
<p>Please revise the Abstract and Introduction with due attention to providing factual material only. As they stand, the findings listed in the Abstract and Introduction would hardly justify publication. They are tidbits, engaging the curiosity of readers and showing off the scope of the assembled data, but not settling open questions of theoretical interest. Everyone knows that nutritional status across the world has not converged to some common level. Finding “no indication of convergence across countries” in mean adult heights is hardly news.</p>
<p>We have done as suggested for Abstract. The Introduction contains only a concise summary of current literature in the field, and the contribution of the paper; to the best of our ability, it is entirely factual.</p>
<p>The paper has a number of strengths that do not come across in the Abstract. They have systematically searched for sampled measured data rather than self-reports; they have collected a large amount of data on women and have data from 178 countries. This means that the work is a substantial step up from other studies of trends in height. I think the paper is too short. Please explain the BMI analysis referred to in
<xref ref-type="fig" rid="fig6">Figure 6</xref>
.</p>
<p>We understand that the Abstract is restricted to ~150 words. With this constraint in mind, we have stated that the data used in the paper were from “reanalysis” of “population-based studies with measurement of height” and have stated the number of studies and participants.</p>
<p>The paper that presents the BMI analysis is now published and has been cited (NCD Risk Factor Collaboration, 2016), together with a concise statement on its scope. We would be happy to provide more information in this paper if it is deemed informative to repeat the materials here.</p>
<p>The main text and figures are valuable. The 165 pages of Supplementary Information, in contrast, do not belong in the publication. The lists of NCD Risk Factor Collaborators and the long table of data sources belong on a Project Website with hyperlink pointers in the article, or perhaps as a separate appendix hosted in the journal. Some details of the validation study might reasonably belong an appendix, but the validation study as it stands is not entirely convincing. The uncertainties of importance relate to the out-of-sample-range extrapolations to timeframes and countries without datasets, whereas the cross-validation mainly measures success at within-sample-range interpolations within sets of times and cases where relevant datasets are available.</p>
<p>We request to keep the list of data sources because it is increasingly the norm in presenting global health estimates to state the data sources used in the analysis (soon to become a part of reporting guidelines). We have removed the country-specific graphs as suggested, and will show these on NCD-RisC website upon the paper’s publication.</p>
<p>Our data use agreement with our collaborators requires listing all of the authors, which has been done even in print journals (see for example
<ext-link ext-link-type="uri" xlink:href="http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(16)30054-X/fulltext">http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(16)30054-X/fulltext</ext-link>
and
<ext-link ext-link-type="uri" xlink:href="http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(16)00618-8/fulltext">http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(16)00618-8/fulltext</ext-link>
; see
<ext-link ext-link-type="uri" xlink:href="http://www.ncbi.nlm.nih.gov/pubmed/26109024">http://www.ncbi.nlm.nih.gov/pubmed/26109024</ext-link>
for how this appears in PubMed). Therefore, we request to be allowed to include the full list of authors especially given that
<italic>eLife</italic>
is published online.</p>
<p>The validation analysis is entirely out of sample validation. We removed data for specific countries (i.e. they are no longer in the sample of countries with data) and tested how well the model predicts the known-but-withheld/removed data. We have attempted to clarify this procedure in the revised paper (subsection “Author contributions”).</p>
<p>Data Analysis:</p>
<p>What is the specification of the Bayesian model in use here for filling in missing data and extrapolating back into the past and outward to nations with limited sets of direct measurements? The paper directs readers to Danaei et al., 2011 and Finucane et al., 2014 for details of the model, but the Bayesian models in those references pertain to systolic blood pressure and to health status, not to heights. Heights pose many different issues, particularly when only 70 of the 178 countries have data for cohorts born before 1920 and 22 of 200 countries for which estimates are generated have no data at all. Presumably, the model here incorporates features needed for application to heights, but nothing is spelled out. Toward the end of this review is a list of some of the model features that would seem important to describe.</p>
<p>One of the two papers cited is a methodological paper that lays out the Bayesian model used here; the appendix of the other has full model specification even if the paper’s substance involves its application to blood pressure. Nonetheless, as suggested below, we have added additional details regarding the model (subsection “Statistical methods”, fourth paragraph).</p>
<p>In what form and under what arrangements are these data to be made available to the wider community of researchers? Is the creation of a data resource for heights along the lines of the Human Mortality Database and the Human Fertility Database underway? This question arises not only with regard to compliance with data-sharing requirements of eLife and other top journals, but also with regard to the wide range of scientific questions that could be addressed with these data. What is already treated in this paper hardly scratches the surface.</p>
<p>NCD-RisC is a data pooling analysis that uses secondary data. Some of our data are from public sources and we would be happy to point others to the relevant sites for these sources, or provide the data. Other sources are provided either by specific scientists or national health agencies. For these, we will be happy to provide contact information of the data provider for requests to be made.</p>
<p>Please provide details on the Bayesian model regarding the following:</p>
<p>A) growth curves by age;</p>
<p>We have specified the age component of the model (subsection “Statistical methods”, fourth paragraph), noting that we model population mean height over age from age 18, so it is not growth at the individual level.</p>
<p>B) the “linear and non-linear” trends in mean age over time;</p>
<p>Done (subsection “Statistical methods”, fourth paragraph).</p>
<p>C) non-normality at younger and older ages;</p>
<p>We do not model individual height, for which non-normality may be an issue. Rather our analysis models mean height of the population, and its distribution across countries and health surveys. We rely on standard central limit theorem as justification for treating
<italic>mean height</italic>
as normally distributed across countries/surveys (Finucane et al., 2014) with error around the true population mean, which is the quantity of interest. We also considered (and have used elsewhere (Stevens et al, 2012; Finucane et al., 2015) a t
<sub>4</sub>
distribution which, by having heavier tails, allows for outlier studies. The results of the current analysis were not sensitive to choice, confirming that the normal prior appropriately described the distribution of mean height.</p>
<p>D) variability in standard deviations and its relationship to the homogeneity or heterogeneity of each measured population;</p>
<p>As mentioned above, the analysis and modelling are of the mean height, so the only relevant standard deviation is the standard error of the sample means. Standard errors were computed together with sample means when NCD-RisC members re-analysed each data source. The standard deviations of each data source study are reflected in the standard errors used in specifying the distribution of the sample means.</p>
<p>E) smoothing (B-splines?);</p>
<p>The smoothing of time trends is done using a 2
<sup>nd</sup>
order conditional auto-regressive model (also known as random walk), specified in the revised paper with appropriate citation (subsection “Statistical methods”, second paragraph).</p>
<p>F) covariance structures within region by age and time;</p>
<p>The covariance between different birth cohorts (i.e., the time scale in our model) is induced by the conditional auto-regressive structure. Formally, the auto-regressive model induces a particular precision (inverse covariance) structure for cohorts within a country and the induced covariance is therefore the inverse of that. The linear and non-linear components of this auto-regressive structure, as well as its intercept, are modelled hierarchically so the effects for each country borrow from the region to the extent that the data suggest that countries within a region have similar levels and trends across cohort. This induces covariance between countries within a region, even if not modelled explicitly. Such hierarchical structure is a standard strategy for accounting for dependence in statistical modelling. With regard to age, as stated in the revised paper, population mean adult height declined by only a small amount as the birth cohort ages (subsection “Statistical methods”, second paragraph). Nonetheless, the use of an age model introduces dependence in height over age.</p>
<p>G) sample information with regard to measurement scales in centimeters or inches, with or without shoes (or unknown), degree of rounding, etc.</p>
<p>A few data sources were in inches or meters and were converted to centimetres, which is of course an entirely deterministic calculation. To our knowledge, self-report is the single most important source of bias in adult height data. A major strength of our paper is the exclusive use of measured data and the exclusion of self-reported height. Removal of shoes is a part of the standard protocol of health and nutrition surveys (Madden et al, 2016). Our sources are high-quality health/nutrition surveys and epidemiological studies, and we expect removing shoes to be a part of their protocol. We have nonetheless stated measurement error as a potential limitation of population-based data (Discussion, sixth paragraph).</p>
<p>References</p>
<p>Finucane MM, Paciorek CJ, Stevens GA, Ezzati M. Semiparametric Bayesian density estimation with disparate data sources: a meta-analysis of global childhood undernutrition. J Am Stat Assoc 2015; 110(511): 889-901.</p>
<p>Madden AM, Smith S. Body composition and morphological assessment of nutritional status in adults: a review of anthropometric variables. J Hum Nutr Diet 2016; 29(1): 7-25.</p>
</body>
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</pmc>
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<list></list>
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