Revisiting area risk classification of visceral leishmaniasis in Brazil
Bakka, Haakon Christopher
Donato, Lucas Edel
de Ferreira Lima Júnior, Francisco Edilson
Alves, Renato Vieira
Del Rio Vilas, Victor Javier
KAUST DepartmentCEMSE Division, King Abdullah University of Science and Technology, Trondheim, Saudi Arabia.
Permanent link to this recordhttp://hdl.handle.net/10754/664415
MetadataShow full item record
AbstractAbstract Background Visceral leishmaniasis (VL) is a neglected tropical disease of public health relevance in Brazil. To prioritize disease control measures, the Secretaria de Vigilância em Saúde of Brazil’s Ministry of Health (SVS/MH) uses retrospective human case counts from VL surveillance data to inform a municipality-based risk classification. In this study, we compared the underlying VL risk, using a spatiotemporal explicit Bayesian hierarchical model (BHM), with the risk classification currently in use by the Brazil’s Ministry of Health. We aim to assess how well the current risk classes capture the underlying VL risk as modelled by the BHM. Methods Annual counts of human VL cases and the population at risk for all Brazil’s 5564 municipalities between 2004 and 2014 were used to fit a relative risk BHM. We then computed the predicted counts and exceedence risk for each municipality and classified them into four categories to allow comparison with the four risk categories by the SVS/MH. Results Municipalities identified as high-risk by the model partially agreed with the current risk classification by the SVS/MH. Our results suggest that counts of VL cases may suffice as general indicators of the underlying risk, but can underestimate risks, especially in areas with intense transmission. Conclusion According to our BHM the SVS/MH risk classification underestimated the risk in several municipalities with moderate to intense VL transmission. Newly identified high-risk areas should be further evaluated to identify potential risk factors and assess the needs for additional surveillance and mitigation efforts.
CitationMachado, G., Alvarez, J., Bakka, H., Perez, A., Donato, L., Júnior, F. F. L., Alves, R., & Vilas, V. R. (2019). Revisiting area risk classification of visceral leishmaniasis in Brazil. Figshare. https://doi.org/10.6084/M9.FIGSHARE.C.4354736.V1
RelationsIs Supplement To:
Machado G, Alvarez J, Bakka HC, Perez A, Donato LE, et al. (2019) Revisiting area risk classification of visceral leishmaniasis in Brazil. BMC Infectious Diseases 19. Available: http://dx.doi.org/10.1186/s12879-018-3564-0.. DOI: 10.1186/s12879-018-3564-0 HANDLE: 10754/630781