High-Resolution Plasmodium falciparum Malaria Risk Mapping in Mutasa District, Zimbabwe: Implications for Regaining Control

被引:9
|
作者
Kanyangarara, Mufaro [1 ]
Mamini, Edmore [2 ]
Mharakurwa, Sungano [2 ]
Munyati, Shungu [2 ]
Gwanzura, Lovemore [3 ]
Kobayashi, Tamaki [4 ]
Shields, Timothy [4 ]
Mullany, Luke C. [1 ]
Mutambu, Susan [5 ]
Mason, Peter R. [2 ]
Curriero, Frank C. [4 ]
Moss, William J. [4 ]
机构
[1] Johns Hopkins Univ, Johns Hopkins Bloomberg Sch Publ Hlth, Dept Int Hlth, 615 North Wolfe St, Baltimore, MD 21205 USA
[2] Biomed Res & Training Inst, Harare, Zimbabwe
[3] Univ Zimbabwe, Dept Med Lab Sci, Coll Hlth Sci, Harare, Zimbabwe
[4] Johns Hopkins Univ, Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA
[5] Natl Inst Hlth Res, Harare, Zimbabwe
基金
美国国家卫生研究院;
关键词
SOUTHERN AFRICA; INFORMATION-SYSTEM; TRANSMISSION; RESISTANCE; ZAMBIA; ELIMINATION; REGION;
D O I
10.4269/ajtmh.15-0865
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
In Zimbabwe, more than half of malaria cases are concentrated in Manicaland Province, where seasonal malaria epidemics occur despite intensified control strategies. The objectives of this study were to develop a prediction model based on environmental risk factors and obtain seasonal malaria risk maps for Mutasa District, one of the worst affected districts in Manicaland Province. From October 2012 to September 2015, 483 households were surveyed, and 104 individuals residing within 69 households had positive rapid diagnostic test results. Logistic regression was used to model the probability of household positivity as a function of the environmental covariates extracted from high-resolution remote sensing data sources. Model predictions and prediction standard errors were generated for the rainy and dry seasons. The resulting maps predicted elevated risk during the rainy season, particularly in low-lying areas bordering Mozambique. In contrast, the risk of malaria was low across the study area during the dry season with foci of malaria risk scattered along the northern and western peripheries of the study area. These findings underscore the need for strong cross-border malaria control initiatives to complement country-specific interventions.
引用
收藏
页码:141 / 147
页数:7
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