Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon

被引:6
作者
Carrasco-Escobar, Gabriel [1 ,4 ]
Matta-Chuquisapon, Jose [1 ]
Manrique, Edgar [1 ]
Ruiz-Cabrejos, Jorge [1 ]
Barboza, Jose Luis [1 ]
Wong, Daniel [1 ]
Henostroza, German [5 ]
Llanos-Cuentas, Alejandro [2 ,3 ]
Benmarhnia, Tarik [6 ]
机构
[1] Univ Peruana Cayetano Heredia, Inst Trop Med Alexander von Humboldt, Hlth Innovat Lab, Lima, Peru
[2] Univ Peruana Cayetano Heredia, Inst Med Trop Alexander von Humboldt, Lima, Peru
[3] Univ Peruana Cayetano Heredia, Fac Salud Publ & Adm, Lima, Peru
[4] Univ Calif San Diego, Herbert Wertheim Sch Publ Hlth & Human Longev Sci, La Jolla, CA 92093 USA
[5] Univ Alabama Birmingham, Birmingham, AL USA
[6] Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA USA
关键词
malaria; human movement; movement ecology; asymptomatic malaria; connectivity; TRANSMISSION; IDENTIFICATION;
D O I
10.1098/rsos.211611
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The impact of human population movement (HPM) on the epidemiology of vector-borne diseases, such as malaria, has been described. However, there are limited data on the use of new technologies for the study of HPM in endemic areas with difficult access such as the Amazon. In this study conducted in rural Peruvian Amazon, we used self-reported travel surveys and GPS trackers coupled with a Bayesian spatial model to quantify the role of HPM on malaria risk. By using a densely sampled population cohort, this study highlighted the elevated malaria transmission in a riverine community of the Peruvian Amazon. We also found that the high connectivity between Amazon communities for reasons such as work, trading or family plausibly sustains such transmission levels. Finally, by using multiple human mobility metrics including GPS trackers, and adapted causal inference methods we identified for the first time the effect of human mobility patterns on malaria risk in rural Peruvian Amazon. This study provides evidence of the causal effect of HPM on malaria that may help to adapt current malaria control programmes in the Amazon.
引用
收藏
页数:16
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