Tropical Medicine and Infectious Disease Disease Ecology of Rickettsial Species: A Data Science Approach
2020
Morand, Serge | Chaisiri, Kittipong | Kritiyakan, Anamika | Kumlert, Rawadee | Institut des Sciences de l'Evolution de Montpellier (UMR ISEM) ; Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-École Pratique des Hautes Études (EPHE) ; Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Montpellier (UM)-Institut de recherche pour le développement [IRD] : UR226-Centre National de la Recherche Scientifique (CNRS) | Animal, Santé, Territoires, Risques et Ecosystèmes (UMR ASTRE) ; Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) | Faculty of Veterinary Technology ; Kasetsart University [Bangkok, Thailand] (KU) | Department of Clinical Tropical Medicine [Bangkok, Thailand] (Faculty of Tropical Medicine) ; Mahidol University [Bangkok] | Ministry of Public Health [Thailand] | ANR-17-CE35-0003,FutureHealthSEA,Scénarios de la santé en Asie du Sud-Est: changements d'utilisation des terres, changement climatique et maladies infectieuses(2017)
International audience
显示更多 [+] 显示较少 [-]英语. We present an approach to assess the disease ecology of rickettsial species by investigating open databases and by using data science methodologies. First, we explored the epidemiological trend and changes of human rickettsial disease epidemics over the years and compared this trend with knowledge on emerging rickettsial diseases given by published reviews. Second, we investigated the global diversity of rickettsial species recorded in humans, domestic animals and wild mammals, using the Enhanced Infectious Disease Database (EID2) and employing a network analysis approach to represent and quantify transmission ecology of rickettsial species among their carriers, arthropod vectors or mammal reservoirs and humans. Our results confirmed previous studies that emphasized the increasing incidence in rickettsial diseases at the onset of 1970. Using the Global Infectious Diseases and Epidemiology Online Network (GIDEON) database, it was even possible to date the start of this increase of global outbreaks in rickettsial diseases in 1971. Network analysis showed the importance of domestic animals and peridomestic mammals in sharing rickettsial diseases with humans and other wild animals, acting as important hubs or connectors for rickettsial transmission.
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