Wikipedia network analysis of cancer interactions and world influence
Identifieur interne : 000055 ( France/Analysis ); précédent : 000054; suivant : 000056Wikipedia network analysis of cancer interactions and world influence
Auteurs : Guillaume Rollin [France] ; José Lages [France] ; Dima L. Shepelyansky [France]Source :
- PLoS ONE [ 1932-6203 ] ; 2019.
Abstract
We apply the Google matrix algorithms for analysis of interactions and influence of 37 cancer types, 203 cancer drugs and 195 world countries using the network of 5 416 537 English Wikipedia articles with all their directed hyperlinks. The PageRank algorithm provides a ranking of cancers which has 60% and 70% overlaps with the top 10 deadliest cancers extracted from World Health Organization GLOBOCAN 2018 and Global Burden of Diseases Study 2017, respectively. The recently developed reduced Google matrix algorithm gives networks of interactions between cancers, drugs and countries taking into account all direct and indirect links between these selected 435 entities. These reduced networks allow to obtain sensitivity of countries to specific cancers and drugs. The strongest links between cancers and drugs are in good agreement with the approved medical prescriptions of specific drugs to specific cancers. We argue that this analysis of knowledge accumulated in Wikipedia provides useful complementary global information about interdependencies between cancers, drugs and world countries.
Url:
DOI: 10.1371/journal.pone.0222508
PubMed: 31536541
PubMed Central: 6752824
Affiliations:
- France
- Bourgogne-Franche-Comté, Franche-Comté, Midi-Pyrénées, Occitanie (région administrative)
- Besançon, Toulouse
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PMC:6752824Le document en format XML
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Shepelyansky</name><affiliation wicri:level="3"><nlm:aff id="aff002"><addr-line>Laboratoire de Physique Théorique, IRSAMC, Université de Toulouse, CNRS, UPS, Toulouse, France</addr-line></nlm:aff><country xml:lang="fr">France</country><wicri:regionArea>Laboratoire de Physique Théorique, IRSAMC, Université de Toulouse, CNRS, UPS, Toulouse</wicri:regionArea><placeName><region type="region">Occitanie (région administrative)</region><region type="old region">Midi-Pyrénées</region><settlement type="city">Toulouse</settlement></placeName></affiliation></author></analytic><series><title level="j">PLoS ONE</title><idno type="eISSN">1932-6203</idno><imprint><date when="2019">2019</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>We apply the Google matrix algorithms for analysis of interactions and influence of 37 cancer types, 203 cancer drugs and 195 world countries using the network of 5 416 537 English Wikipedia articles with all their directed hyperlinks. The PageRank algorithm provides a ranking of cancers which has 60% and 70% overlaps with the top 10 deadliest cancers extracted from World Health Organization GLOBOCAN 2018 and Global Burden of Diseases Study 2017, respectively. The recently developed reduced Google matrix algorithm gives networks of interactions between cancers, drugs and countries taking into account all direct and indirect links between these selected 435 entities. These reduced networks allow to obtain sensitivity of countries to specific cancers and drugs. The strongest links between cancers and drugs are in good agreement with the approved medical prescriptions of specific drugs to specific cancers. We argue that this analysis of knowledge accumulated in Wikipedia provides useful complementary global information about interdependencies between cancers, drugs and world countries.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Bray, F" uniqKey="Bray F">F Bray</name></author><author><name sortKey="Ferlay, J" uniqKey="Ferlay J">J Ferlay</name></author><author><name sortKey="Soerjomataram, I" uniqKey="Soerjomataram I">I Soerjomataram</name></author><author><name sortKey="Siegel, Rl" uniqKey="Siegel R">RL Siegel</name></author><author><name sortKey="Torre, La" uniqKey="Torre L">LA Torre</name></author><author><name sortKey="Jemal, A" uniqKey="Jemal A">A Jemal</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Brin, S" uniqKey="Brin S">S Brin</name></author><author><name sortKey="Page, L" 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Saif</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct></biblStruct></listBibl></div1></back></TEI><affiliations><list><country><li>France</li></country><region><li>Bourgogne-Franche-Comté</li><li>Franche-Comté</li><li>Midi-Pyrénées</li><li>Occitanie (région administrative)</li></region><settlement><li>Besançon</li><li>Toulouse</li></settlement></list><tree><country name="France"><region name="Bourgogne-Franche-Comté"><name sortKey="Rollin, Guillaume" sort="Rollin, Guillaume" uniqKey="Rollin G" first="Guillaume" last="Rollin">Guillaume Rollin</name></region><name sortKey="Lages, Jose" sort="Lages, Jose" uniqKey="Lages J" first="José" last="Lages">José Lages</name><name sortKey="Shepelyansky, Dima L" sort="Shepelyansky, Dima L" uniqKey="Shepelyansky D" first="Dima L." last="Shepelyansky">Dima L. Shepelyansky</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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