Wikipedia network analysis of cancer interactions and world influence

English version

Autoři: Guillaume Rollin ^aff001; José Lages ^aff001; Dima L. Shepelyansky ^aff002
Působiště autorů: Institut UTINAM, CNRS, UMR 6213, OSU THETA, Université de Bourgogne Franche-Comté, Besançon, France ^aff001; Laboratoire de Physique Théorique, IRSAMC, Université de Toulouse, CNRS, UPS, Toulouse, France ^aff002
Vyšlo v časopise: PLoS ONE 14(9)
Kategorie: Research Article
prolekare.web.journal.doi_sk: https://doi.org/10.1371/journal.pone.0222508

Souhrn

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.

Klíčová slova:

Physical sciences – Research and analysis methods – Social sciences – Sociology – Communications – Mathematics – Simulation and modeling – Medicine and health sciences – Urology – Oncology – Cancers and neoplasms – Hematologic cancers and related disorders – Hematology – Applied mathematics – Algorithms – Gynecological tumors – Lung and intrathoracic tumors – Mass media – Encyclopedias – Online encyclopedias – Genitourinary tract tumors – Breast tumors – Breast cancer – Leukemias – Lymphomas – Non-Hodgkin lymphoma – Ovarian cancer – Prostate cancer – Prostate diseases

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Wikipedia network analysis of cancer interactions and world influence

Souhrn

Klíčová slova:

Zdroje

PLOS One

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