Using reduced rank regression methods to identify dietary patterns associated with obesity: a cross-country study among European and Australian adolescents.
Identifieur interne : 000090 ( Main/Exploration ); précédent : 000089; suivant : 000091Using reduced rank regression methods to identify dietary patterns associated with obesity: a cross-country study among European and Australian adolescents.
Auteurs : Inge Huybrechts [France] ; Sandrine Lioret [Australie] ; Theodora Mouratidou [Espagne] ; Marc J. Gunter [France] ; Yannis Manios [Grèce] ; Mathilde Kersting [Allemagne] ; Frederic Gottrand [France] ; Anthony Kafatos [Grèce] ; Stefaan De Henauw [Belgique] ; Magdalena Cuenca-García [Espagne] ; Kurt Widhalm [Autriche] ; Marcela Gonzales-Gross [Espagne] ; Denes Molnar [Hongrie] ; Luis A. Moreno [Espagne] ; Sarah A. Mcnaughton [France]Source :
- The British journal of nutrition [ 1475-2662 ] ; 2017.
Descripteurs français
- KwdFr :
- MESH :
- ethnologie : Régime alimentaire.
- étiologie : Obésité.
- Adolescent, Australie, Comportement alimentaire, Enfant, Enquêtes sur le régime alimentaire, Europe, Femelle, Humains, Indice de masse corporelle, Mâle, Obésité, Reproductibilité des résultats, Surpoids, Tissu adipeux.
English descriptors
- KwdEn :
- MESH :
- ethnology : Diet.
- etiology : Obesity.
- methods : Diet Surveys.
- prevention & control : Obesity.
- statistics & numerical data : Diet Surveys.
- Adipose Tissue, Adolescent, Australia, Body Mass Index, Child, Europe, Feeding Behavior, Female, Humans, Male, Overweight, Reproducibility of Results.
Abstract
This study aims to examine repeatability of reduced rank regression (RRR) methods in calculating dietary patterns (DP) and cross-sectional associations with overweight (OW)/obesity across European and Australian samples of adolescents. Data from two cross-sectional surveys in Europe (2006/2007 Healthy Lifestyle in Europe by Nutrition in Adolescence study, including 1954 adolescents, 12-17 years) and Australia (2007 National Children's Nutrition and Physical Activity Survey, including 1498 adolescents, 12-16 years) were used. Dietary intake was measured using two non-consecutive, 24-h recalls. RRR was used to identify DP using dietary energy density, fibre density and percentage of energy intake from fat as the intermediate variables. Associations between DP scores and body mass/fat were examined using multivariable linear and logistic regression as appropriate, stratified by sex. The first DP extracted (labelled 'energy dense, high fat, low fibre') explained 47 and 31 % of the response variation in Australian and European adolescents, respectively. It was similar for European and Australian adolescents and characterised by higher consumption of biscuits/cakes, chocolate/confectionery, crisps/savoury snacks, sugar-sweetened beverages, and lower consumption of yogurt, high-fibre bread, vegetables and fresh fruit. DP scores were inversely associated with BMI z-scores in Australian adolescent boys and borderline inverse in European adolescent boys (so as with %BF). Similarly, a lower likelihood for OW in boys was observed with higher DP scores in both surveys. No such relationships were observed in adolescent girls. In conclusion, the DP identified in this cross-country study was comparable for European and Australian adolescents, demonstrating robustness of the RRR method in calculating DP among populations. However, longitudinal designs are more relevant when studying diet-obesity associations, to prevent reverse causality.
DOI: 10.1017/S0007114516004669
PubMed: 28166853
Affiliations:
- Allemagne, Australie, Autriche, Belgique, Espagne, France, Grèce, Hongrie
- Attique (région), Auvergne-Rhône-Alpes, Communauté de Madrid, District d'Arnsberg, Rhénanie-du-Nord-Westphalie, Rhône-Alpes
- Athènes, Dortmund, Lyon, Madrid
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Gunter</name><affiliation wicri:level="1"><nlm:affiliation>1International Agency for Research on Cancer,Nutrition and Metabolism Section, 69372 Lyon CEDEX 08,France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>1International Agency for Research on Cancer,Nutrition and Metabolism Section, 69372 Lyon CEDEX 08</wicri:regionArea><wicri:noRegion>69372 Lyon CEDEX 08</wicri:noRegion><wicri:noRegion>69372 Lyon CEDEX 08</wicri:noRegion></affiliation></author><author><name sortKey="Manios, Yannis" sort="Manios, Yannis" uniqKey="Manios Y" first="Yannis" last="Manios">Yannis Manios</name><affiliation wicri:level="1"><nlm:affiliation>6Department of Nutrition and Dietetics,School of Health Science and Education,Harokopio University,Athens 17671,Greece.</nlm:affiliation><country xml:lang="fr">Grèce</country><wicri:regionArea>6Department of Nutrition and Dietetics,School of Health Science and Education,Harokopio University,Athens 17671</wicri:regionArea><placeName><settlement type="city">Athènes</settlement><region nuts="2" type="region">Attique (région)</region></placeName></affiliation></author><author><name sortKey="Kersting, Mathilde" sort="Kersting, Mathilde" uniqKey="Kersting M" first="Mathilde" last="Kersting">Mathilde Kersting</name><affiliation wicri:level="3"><nlm:affiliation>7Research Institute of Child Nutrition,Rheinische Friedrich-Wilhelms-University Bonn,44225 Dortmund,Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>7Research Institute of Child Nutrition,Rheinische Friedrich-Wilhelms-University Bonn,44225 Dortmund</wicri:regionArea><placeName><region type="land" nuts="1">Rhénanie-du-Nord-Westphalie</region><region type="district" nuts="2">District d'Arnsberg</region><settlement type="city">Dortmund</settlement></placeName></affiliation></author><author><name sortKey="Gottrand, Frederic" sort="Gottrand, Frederic" uniqKey="Gottrand F" first="Frederic" last="Gottrand">Frederic Gottrand</name><affiliation wicri:level="1"><nlm:affiliation>8UMR995, Faculty of Medicine,University of Lille,CHRU,59045 Lille,France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>8UMR995, Faculty of Medicine,University of Lille,CHRU,59045 Lille</wicri:regionArea><wicri:noRegion>59045 Lille</wicri:noRegion><wicri:noRegion>59045 Lille</wicri:noRegion></affiliation></author><author><name sortKey="Kafatos, Anthony" sort="Kafatos, Anthony" uniqKey="Kafatos A" first="Anthony" last="Kafatos">Anthony Kafatos</name><affiliation wicri:level="1"><nlm:affiliation>9Preventive Medicine and Nutrition Unit,School of Medicine,University of Crete,PO Box 2208 GR-71003,Heraklion,Crete,Greece.</nlm:affiliation><country xml:lang="fr">Grèce</country><wicri:regionArea>9Preventive Medicine and Nutrition Unit,School of Medicine,University of Crete,PO Box 2208 GR-71003,Heraklion,Crete</wicri:regionArea><wicri:noRegion>Crete</wicri:noRegion></affiliation></author><author><name sortKey="De Henauw, Stefaan" sort="De Henauw, Stefaan" uniqKey="De Henauw S" first="Stefaan" last="De Henauw">Stefaan De Henauw</name><affiliation wicri:level="1"><nlm:affiliation>10Department of Public Health, Faculty of Medicine and Health Sciences,Ghent University,Ghent 9000,Belgium.</nlm:affiliation><country xml:lang="fr">Belgique</country><wicri:regionArea>10Department of Public Health, Faculty of Medicine and Health Sciences,Ghent University,Ghent 9000</wicri:regionArea><wicri:noRegion>Ghent 9000</wicri:noRegion></affiliation></author><author><name sortKey="Cuenca Garcia, Magdalena" sort="Cuenca Garcia, Magdalena" uniqKey="Cuenca Garcia M" first="Magdalena" last="Cuenca-García">Magdalena Cuenca-García</name><affiliation wicri:level="1"><nlm:affiliation>11Department of Medical Physiology,School of Medicine,University of Granada,18014 Granada,Spain.</nlm:affiliation><country xml:lang="fr">Espagne</country><wicri:regionArea>11Department of Medical Physiology,School of Medicine,University of Granada,18014 Granada</wicri:regionArea><wicri:noRegion>18014 Granada</wicri:noRegion></affiliation></author><author><name sortKey="Widhalm, Kurt" sort="Widhalm, Kurt" uniqKey="Widhalm K" first="Kurt" last="Widhalm">Kurt Widhalm</name><affiliation wicri:level="1"><nlm:affiliation>12Department of Pediatrics,Private Medical University,5020 Salzburg,Austria.</nlm:affiliation><country xml:lang="fr">Autriche</country><wicri:regionArea>12Department of Pediatrics,Private Medical University,5020 Salzburg</wicri:regionArea><wicri:noRegion>5020 Salzburg</wicri:noRegion></affiliation></author><author><name sortKey="Gonzales Gross, Marcela" sort="Gonzales Gross, Marcela" uniqKey="Gonzales Gross M" first="Marcela" last="Gonzales-Gross">Marcela Gonzales-Gross</name><affiliation wicri:level="1"><nlm:affiliation>13ImFINE Research Group,Department of Health and Human Performance, Faculty of Physical Activity and Sport Sciences (INEF),Technical University of Madrid,Madrid E-28040,Spain.</nlm:affiliation><country xml:lang="fr">Espagne</country><wicri:regionArea>13ImFINE Research Group,Department of Health and Human Performance, Faculty of Physical Activity and Sport Sciences (INEF),Technical University of Madrid,Madrid E-28040</wicri:regionArea><placeName><settlement type="city">Madrid</settlement><region nuts="2" type="region">Communauté de Madrid</region></placeName></affiliation></author><author><name sortKey="Molnar, Denes" sort="Molnar, Denes" uniqKey="Molnar D" first="Denes" last="Molnar">Denes Molnar</name><affiliation wicri:level="1"><nlm:affiliation>16Department of Paediatrics, Medical Faculty,H-7624 Pécs,Hungary.</nlm:affiliation><country xml:lang="fr">Hongrie</country><wicri:regionArea>16Department of Paediatrics, Medical Faculty,H-7624 Pécs</wicri:regionArea><wicri:noRegion>H-7624 Pécs</wicri:noRegion></affiliation></author><author><name sortKey="Moreno, Luis A" sort="Moreno, Luis A" uniqKey="Moreno L" first="Luis A" last="Moreno">Luis A. Moreno</name><affiliation wicri:level="1"><nlm:affiliation>5Growth, Exercise, Nutrition and Development (GENUD) Research Group,School of Health Science (EUCS),University of Zaragoza,C/ Domingo Miral s/n,50009 Zaragoza,Spain.</nlm:affiliation><country xml:lang="fr">Espagne</country><wicri:regionArea>5Growth, Exercise, Nutrition and Development (GENUD) Research Group,School of Health Science (EUCS),University of Zaragoza,C/ Domingo Miral s/n,50009 Zaragoza</wicri:regionArea><wicri:noRegion>50009 Zaragoza</wicri:noRegion></affiliation></author><author><name sortKey="Mcnaughton, Sarah A" sort="Mcnaughton, Sarah A" uniqKey="Mcnaughton S" first="Sarah A" last="Mcnaughton">Sarah A. Mcnaughton</name><affiliation wicri:level="1"><nlm:affiliation>4Paris-Descartes University,Paris, F-75014,France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>4Paris-Descartes University,Paris, F-75014</wicri:regionArea><wicri:noRegion>75014</wicri:noRegion><wicri:noRegion>75014</wicri:noRegion></affiliation></author></analytic><series><title level="j">The British journal of nutrition</title><idno type="eISSN">1475-2662</idno><imprint><date when="2017" type="published">2017</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Adipose Tissue</term><term>Adolescent</term><term>Australia</term><term>Body Mass Index</term><term>Child</term><term>Diet (ethnology)</term><term>Diet Surveys (methods)</term><term>Diet Surveys (statistics & numerical data)</term><term>Europe</term><term>Feeding Behavior</term><term>Female</term><term>Humans</term><term>Male</term><term>Obesity (etiology)</term><term>Obesity (prevention & control)</term><term>Overweight</term><term>Reproducibility of Results</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Adolescent</term><term>Australie</term><term>Comportement alimentaire</term><term>Enfant</term><term>Enquêtes sur le régime alimentaire ()</term><term>Europe</term><term>Femelle</term><term>Humains</term><term>Indice de masse corporelle</term><term>Mâle</term><term>Obésité ()</term><term>Obésité (étiologie)</term><term>Reproductibilité des résultats</term><term>Régime alimentaire (ethnologie)</term><term>Surpoids</term><term>Tissu adipeux</term></keywords><keywords scheme="MESH" qualifier="ethnologie" xml:lang="fr"><term>Régime alimentaire</term></keywords><keywords scheme="MESH" qualifier="ethnology" xml:lang="en"><term>Diet</term></keywords><keywords scheme="MESH" qualifier="etiology" xml:lang="en"><term>Obesity</term></keywords><keywords scheme="MESH" qualifier="methods" xml:lang="en"><term>Diet Surveys</term></keywords><keywords scheme="MESH" qualifier="prevention & control" xml:lang="en"><term>Obesity</term></keywords><keywords scheme="MESH" qualifier="statistics & numerical data" xml:lang="en"><term>Diet Surveys</term></keywords><keywords scheme="MESH" qualifier="étiologie" xml:lang="fr"><term>Obésité</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Adipose Tissue</term><term>Adolescent</term><term>Australia</term><term>Body Mass Index</term><term>Child</term><term>Europe</term><term>Feeding Behavior</term><term>Female</term><term>Humans</term><term>Male</term><term>Overweight</term><term>Reproducibility of Results</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Adolescent</term><term>Australie</term><term>Comportement alimentaire</term><term>Enfant</term><term>Enquêtes sur le régime alimentaire</term><term>Europe</term><term>Femelle</term><term>Humains</term><term>Indice de masse corporelle</term><term>Mâle</term><term>Obésité</term><term>Reproductibilité des résultats</term><term>Surpoids</term><term>Tissu adipeux</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">This study aims to examine repeatability of reduced rank regression (RRR) methods in calculating dietary patterns (DP) and cross-sectional associations with overweight (OW)/obesity across European and Australian samples of adolescents. Data from two cross-sectional surveys in Europe (2006/2007 Healthy Lifestyle in Europe by Nutrition in Adolescence study, including 1954 adolescents, 12-17 years) and Australia (2007 National Children's Nutrition and Physical Activity Survey, including 1498 adolescents, 12-16 years) were used. Dietary intake was measured using two non-consecutive, 24-h recalls. RRR was used to identify DP using dietary energy density, fibre density and percentage of energy intake from fat as the intermediate variables. Associations between DP scores and body mass/fat were examined using multivariable linear and logistic regression as appropriate, stratified by sex. The first DP extracted (labelled 'energy dense, high fat, low fibre') explained 47 and 31 % of the response variation in Australian and European adolescents, respectively. It was similar for European and Australian adolescents and characterised by higher consumption of biscuits/cakes, chocolate/confectionery, crisps/savoury snacks, sugar-sweetened beverages, and lower consumption of yogurt, high-fibre bread, vegetables and fresh fruit. DP scores were inversely associated with BMI z-scores in Australian adolescent boys and borderline inverse in European adolescent boys (so as with %BF). Similarly, a lower likelihood for OW in boys was observed with higher DP scores in both surveys. No such relationships were observed in adolescent girls. In conclusion, the DP identified in this cross-country study was comparable for European and Australian adolescents, demonstrating robustness of the RRR method in calculating DP among populations. However, longitudinal designs are more relevant when studying diet-obesity associations, to prevent reverse causality.</div></front></TEI><affiliations><list><country><li>Allemagne</li><li>Australie</li><li>Autriche</li><li>Belgique</li><li>Espagne</li><li>France</li><li>Grèce</li><li>Hongrie</li></country><region><li>Attique (région)</li><li>Auvergne-Rhône-Alpes</li><li>Communauté de Madrid</li><li>District d'Arnsberg</li><li>Rhénanie-du-Nord-Westphalie</li><li>Rhône-Alpes</li></region><settlement><li>Athènes</li><li>Dortmund</li><li>Lyon</li><li>Madrid</li></settlement></list><tree><country name="France"><region name="Auvergne-Rhône-Alpes"><name sortKey="Huybrechts, Inge" sort="Huybrechts, Inge" uniqKey="Huybrechts I" first="Inge" last="Huybrechts">Inge Huybrechts</name></region><name sortKey="Gottrand, Frederic" sort="Gottrand, Frederic" uniqKey="Gottrand F" first="Frederic" last="Gottrand">Frederic Gottrand</name><name sortKey="Gunter, Marc J" sort="Gunter, Marc J" uniqKey="Gunter M" first="Marc J" last="Gunter">Marc J. Gunter</name><name sortKey="Mcnaughton, Sarah A" sort="Mcnaughton, Sarah A" uniqKey="Mcnaughton S" first="Sarah A" last="Mcnaughton">Sarah A. Mcnaughton</name></country><country name="Australie"><noRegion><name sortKey="Lioret, Sandrine" sort="Lioret, Sandrine" uniqKey="Lioret S" first="Sandrine" last="Lioret">Sandrine Lioret</name></noRegion></country><country name="Espagne"><noRegion><name sortKey="Mouratidou, Theodora" sort="Mouratidou, Theodora" uniqKey="Mouratidou T" first="Theodora" last="Mouratidou">Theodora Mouratidou</name></noRegion><name sortKey="Cuenca Garcia, Magdalena" sort="Cuenca Garcia, Magdalena" uniqKey="Cuenca Garcia M" first="Magdalena" last="Cuenca-García">Magdalena Cuenca-García</name><name sortKey="Gonzales Gross, Marcela" sort="Gonzales Gross, Marcela" uniqKey="Gonzales Gross M" first="Marcela" last="Gonzales-Gross">Marcela Gonzales-Gross</name><name sortKey="Moreno, Luis A" sort="Moreno, Luis A" uniqKey="Moreno L" first="Luis A" last="Moreno">Luis A. Moreno</name></country><country name="Grèce"><region name="Attique (région)"><name sortKey="Manios, Yannis" sort="Manios, Yannis" uniqKey="Manios Y" first="Yannis" last="Manios">Yannis Manios</name></region><name sortKey="Kafatos, Anthony" sort="Kafatos, Anthony" uniqKey="Kafatos A" first="Anthony" last="Kafatos">Anthony Kafatos</name></country><country name="Allemagne"><region name="Rhénanie-du-Nord-Westphalie"><name sortKey="Kersting, Mathilde" sort="Kersting, Mathilde" uniqKey="Kersting M" first="Mathilde" last="Kersting">Mathilde Kersting</name></region></country><country name="Belgique"><noRegion><name sortKey="De Henauw, Stefaan" sort="De Henauw, Stefaan" uniqKey="De Henauw S" first="Stefaan" last="De Henauw">Stefaan De Henauw</name></noRegion></country><country name="Autriche"><noRegion><name sortKey="Widhalm, Kurt" sort="Widhalm, Kurt" uniqKey="Widhalm K" first="Kurt" last="Widhalm">Kurt Widhalm</name></noRegion></country><country name="Hongrie"><noRegion><name sortKey="Molnar, Denes" sort="Molnar, Denes" uniqKey="Molnar D" first="Denes" last="Molnar">Denes Molnar</name></noRegion></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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