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Published in: Malaria Journal 1/2020

Open Access 01-12-2020 | Malaria | Research

Shifting transmission risk for malaria in Africa with climate change: a framework for planning and intervention

Authors: Sadie J. Ryan, Catherine A. Lippi, Fernanda Zermoglio

Published in: Malaria Journal | Issue 1/2020

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Abstract

Background

Malaria continues to be a disease of massive burden in Africa, and the public health resources targeted at surveillance, prevention, control, and intervention comprise large outlays of expense. Malaria transmission is largely constrained by the suitability of the climate for Anopheles mosquitoes and Plasmodium parasite development. Thus, as climate changes, shifts in geographic locations suitable for transmission, and differing lengths of seasons of suitability will occur, which will require changes in the types and amounts of resources.

Methods

The shifting geographic risk of malaria transmission was mapped, in context of changing seasonality (i.e. endemic to epidemic, and vice versa), and the number of people affected. A published temperature-dependent model of malaria transmission suitability was applied to continental gridded climate data for multiple future AR5 climate model projections. The resulting outcomes were aligned with programmatic needs to provide summaries at national and regional scales for the African continent. Model outcomes were combined with population projections to estimate the population at risk at three points in the future, 2030, 2050, and 2080, under two scenarios of greenhouse gas emissions (RCP4.5 and RCP8.5).

Results

Estimated geographic shifts in endemic and seasonal suitability for malaria transmission were observed across all future scenarios of climate change. The worst-case regional scenario (RCP8.5) of climate change predicted an additional 75.9 million people at risk from endemic (10-12 months) exposure to malaria transmission in Eastern and Southern Africa by the year 2080, with the greatest population at risk in Eastern Africa. Despite a predominance of reduction in season length, a net gain of 51.3 million additional people is predicted be put at some level of risk in Western Africa by midcentury.

Conclusions

This study provides an updated view of potential malaria geographic shifts in Africa under climate change for the more recent climate model projections (AR5), and a tool for aligning findings with programmatic needs at key scales for decision-makers. In describing shifting seasonality, it was possible to capture transitions between endemic and epidemic risk areas, to facilitate the planning for interventions aimed at year-round risk versus anticipatory surveillance and rapid response to potential outbreak locations.
Literature
1.
go back to reference WHO. World Malaria Report 2018. Geneva: World Health Organization; 2018. WHO. World Malaria Report 2018. Geneva: World Health Organization; 2018.
2.
go back to reference Ryan SJ, McNally A, Johnson LR, Mordecai EA, Ben-Horin T, Paaijmans K, et al. Mapping physiological suitability limits for malaria in Africa under climate change. Vector Borne Zoonotic Dis. 2015;15:718–25.CrossRefPubMedPubMedCentral Ryan SJ, McNally A, Johnson LR, Mordecai EA, Ben-Horin T, Paaijmans K, et al. Mapping physiological suitability limits for malaria in Africa under climate change. Vector Borne Zoonotic Dis. 2015;15:718–25.CrossRefPubMedPubMedCentral
3.
go back to reference Mordecai EA, Paaijmans KP, Johnson LR, Balzer C, Ben-Horin T, de Moor E, et al. Optimal temperature for malaria transmission is dramatically lower than previously predicted. Ecol Lett. 2013;16:22–30.CrossRefPubMed Mordecai EA, Paaijmans KP, Johnson LR, Balzer C, Ben-Horin T, de Moor E, et al. Optimal temperature for malaria transmission is dramatically lower than previously predicted. Ecol Lett. 2013;16:22–30.CrossRefPubMed
4.
go back to reference Pascual M, Ahumada JA, Chaves LF, Rodo X, Bouma M. Malaria resurgence in the East African highlands: temperature trends revisited. Proc Natl Acad Sci USA. 2006;103:5826–34.CrossRef Pascual M, Ahumada JA, Chaves LF, Rodo X, Bouma M. Malaria resurgence in the East African highlands: temperature trends revisited. Proc Natl Acad Sci USA. 2006;103:5826–34.CrossRef
5.
go back to reference Siraj AS, Santos-Vega M, Bouma MJ, Yadeta D, Carrascal DR, Pascual M. Altitudinal changes in malaria incidence in highlands of Ethiopia and Colombia. Science. 2014;343:1154–8.CrossRefPubMed Siraj AS, Santos-Vega M, Bouma MJ, Yadeta D, Carrascal DR, Pascual M. Altitudinal changes in malaria incidence in highlands of Ethiopia and Colombia. Science. 2014;343:1154–8.CrossRefPubMed
6.
go back to reference Tanser FC, Sharp B, le Sueur D. Potential effect of climate change on malaria transmission in Africa. Lancet. 2003;362:1792–8.CrossRefPubMed Tanser FC, Sharp B, le Sueur D. Potential effect of climate change on malaria transmission in Africa. Lancet. 2003;362:1792–8.CrossRefPubMed
8.
go back to reference Gething P, Van Boeckel T, Smith D, Guerra C, Patil A, Snow R, et al. Modelling the global constraints of temperature on transmission of Plasmodium falciparum and P. vivax. Parasit Vectors. 2011;4:92.CrossRefPubMedPubMedCentral Gething P, Van Boeckel T, Smith D, Guerra C, Patil A, Snow R, et al. Modelling the global constraints of temperature on transmission of Plasmodium falciparum and P. vivax. Parasit Vectors. 2011;4:92.CrossRefPubMedPubMedCentral
9.
go back to reference Binka F, De Savigny D. Monitoring future impact on malaria burden in sub-Saharan Africa. Am J Trop Med Hyg. 2004;71:224–31.CrossRefPubMed Binka F, De Savigny D. Monitoring future impact on malaria burden in sub-Saharan Africa. Am J Trop Med Hyg. 2004;71:224–31.CrossRefPubMed
10.
go back to reference Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A. Very high resolution interpolated climate surfaces for global land areas. Int J Climatol. 2005;25:1965–78.CrossRef Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A. Very high resolution interpolated climate surfaces for global land areas. Int J Climatol. 2005;25:1965–78.CrossRef
12.
go back to reference Thomson MC, Mason SJ, Phindela T, Connor SJ. Use of rainfall and sea surface temperature monitoring for malaria early warning in Botswana. Am J Trop Med Hyg. 2005;73:214–21.CrossRefPubMed Thomson MC, Mason SJ, Phindela T, Connor SJ. Use of rainfall and sea surface temperature monitoring for malaria early warning in Botswana. Am J Trop Med Hyg. 2005;73:214–21.CrossRefPubMed
13.
go back to reference Grover-Kopec E, Kawano M, Klaver RW, Blumenthal B, Ceccato P, Connor SJ. An online operational rainfall-monitoring resource for epidemic malaria early warning systems in Africa. Malar J. 2005;4:6.CrossRefPubMedPubMedCentral Grover-Kopec E, Kawano M, Klaver RW, Blumenthal B, Ceccato P, Connor SJ. An online operational rainfall-monitoring resource for epidemic malaria early warning systems in Africa. Malar J. 2005;4:6.CrossRefPubMedPubMedCentral
14.
go back to reference Pascual M, Cazelles B, Bouma MJ, Chaves LF, Koelle K. Shifting patterns: malaria dynamics and rainfall variability in an African highland. Proc Biol Sci. 2008;275:123–32.PubMed Pascual M, Cazelles B, Bouma MJ, Chaves LF, Koelle K. Shifting patterns: malaria dynamics and rainfall variability in an African highland. Proc Biol Sci. 2008;275:123–32.PubMed
15.
go back to reference Craig MH, Snow RW, le Sueur D. A climate-based distribution model of malaria transmission in sub-Saharan Africa. Parasitol Today. 1999;15:105–11.CrossRefPubMed Craig MH, Snow RW, le Sueur D. A climate-based distribution model of malaria transmission in sub-Saharan Africa. Parasitol Today. 1999;15:105–11.CrossRefPubMed
16.
17.
go back to reference Suzuki R, Xu J, Motoya K. Global analyses of satellite-derived vegetation index related to climatological wetness and warmth. Int J Climatol. 2006;26:425–38.CrossRef Suzuki R, Xu J, Motoya K. Global analyses of satellite-derived vegetation index related to climatological wetness and warmth. Int J Climatol. 2006;26:425–38.CrossRef
20.
go back to reference Trape J-F, Rogier C. Combating malaria morbidity and mortality by reducing transmission. Parasitol Today. 1996;12:236–40.CrossRefPubMed Trape J-F, Rogier C. Combating malaria morbidity and mortality by reducing transmission. Parasitol Today. 1996;12:236–40.CrossRefPubMed
21.
go back to reference Ndyomugyenyi R, Magnussen P, Clarke S. Malaria treatment-seeking behaviour and drug prescription practices in an area of low transmission in Uganda: implications for prevention and control. Trans R Soc Trop Med Hyg. 2007;101:209–15.CrossRefPubMed Ndyomugyenyi R, Magnussen P, Clarke S. Malaria treatment-seeking behaviour and drug prescription practices in an area of low transmission in Uganda: implications for prevention and control. Trans R Soc Trop Med Hyg. 2007;101:209–15.CrossRefPubMed
22.
go back to reference Doolan DL, Dobano C, Baird JK. Acquired immunity to malaria. Clinl Microbiol Rev. 2009;22:13–36.CrossRef Doolan DL, Dobano C, Baird JK. Acquired immunity to malaria. Clinl Microbiol Rev. 2009;22:13–36.CrossRef
23.
go back to reference Kiszewski AE, Teklehaimanot A. A review of the clinical and epidemiologic burdens of epidemic malaria. Am J Trop Med Hyg. 2004;71:128–35.CrossRefPubMed Kiszewski AE, Teklehaimanot A. A review of the clinical and epidemiologic burdens of epidemic malaria. Am J Trop Med Hyg. 2004;71:128–35.CrossRefPubMed
25.
go back to reference Adeola A, Botai J, Rautenbach H, Adisa O, Ncongwane K, Botai C, et al. Climatic variables and malaria morbidity in Mutale local municipality, South Africa: a 19-year data analysis. Int J Environ Res Public Health. 2017;14:1360.CrossRefPubMedPubMedCentral Adeola A, Botai J, Rautenbach H, Adisa O, Ncongwane K, Botai C, et al. Climatic variables and malaria morbidity in Mutale local municipality, South Africa: a 19-year data analysis. Int J Environ Res Public Health. 2017;14:1360.CrossRefPubMedPubMedCentral
26.
go back to reference Ikeda T, Behera SK, Morioka Y, Minakawa N, Hashizume M, Tsuzuki A, et al. Seasonally lagged effects of climatic factors on malaria incidence in South Africa. Sci Rep. 2017;7:2458.CrossRefPubMedPubMedCentral Ikeda T, Behera SK, Morioka Y, Minakawa N, Hashizume M, Tsuzuki A, et al. Seasonally lagged effects of climatic factors on malaria incidence in South Africa. Sci Rep. 2017;7:2458.CrossRefPubMedPubMedCentral
27.
go back to reference Walker PGT, Griffin JT, Ferguson NM, Ghani AC. Estimating the most efficient allocation of interventions to achieve reductions in Plasmodium falciparum malaria burden and transmission in Africa: a modelling study. Lancet Glob Health. 2016;4:e474–84.CrossRefPubMed Walker PGT, Griffin JT, Ferguson NM, Ghani AC. Estimating the most efficient allocation of interventions to achieve reductions in Plasmodium falciparum malaria burden and transmission in Africa: a modelling study. Lancet Glob Health. 2016;4:e474–84.CrossRefPubMed
29.
go back to reference Goodman C, Coleman P, Mills A. Cost-effectiveness of malaria control in sub-Saharan Africa. Lancet. 1999;354:378–85.CrossRefPubMed Goodman C, Coleman P, Mills A. Cost-effectiveness of malaria control in sub-Saharan Africa. Lancet. 1999;354:378–85.CrossRefPubMed
30.
31.
go back to reference Knutti R, Sedláček J. Robustness and uncertainties in the new CMIP5 climate model projections. Nat Clim Chang. 2013;3:369–73.CrossRef Knutti R, Sedláček J. Robustness and uncertainties in the new CMIP5 climate model projections. Nat Clim Chang. 2013;3:369–73.CrossRef
32.
go back to reference Räisänen J. How reliable are climate models? Tellus A Dyn Meteorol Oceanography. 2007;59:2–29.CrossRef Räisänen J. How reliable are climate models? Tellus A Dyn Meteorol Oceanography. 2007;59:2–29.CrossRef
33.
go back to reference Knutti R, Allen MR, Friedlingstein P, Gregory JM, Hegerl GC, Meehl GA, et al. A review of uncertainties in global temperature projections over the twenty-first century. J Climate. 2008;21:2651–63.CrossRef Knutti R, Allen MR, Friedlingstein P, Gregory JM, Hegerl GC, Meehl GA, et al. A review of uncertainties in global temperature projections over the twenty-first century. J Climate. 2008;21:2651–63.CrossRef
34.
go back to reference Palmer TN, Shutts GJ, Hagedorn R, Doblas-Reyes FJ, Jung T, Leutbecher M. Representing model uncertainty in weather and climate prediction. Annu Rev Earth Planet Sci. 2005;33:163–93.CrossRef Palmer TN, Shutts GJ, Hagedorn R, Doblas-Reyes FJ, Jung T, Leutbecher M. Representing model uncertainty in weather and climate prediction. Annu Rev Earth Planet Sci. 2005;33:163–93.CrossRef
35.
go back to reference Knutti R, Abramowitz G, Collins M, Eyring V, Glecker P, Hewitson B, et al. Good practice guidance paper on assessing and combining multi model climate projections. Bern: IPCC Working Group I Technical Support Unit; 2010. Knutti R, Abramowitz G, Collins M, Eyring V, Glecker P, Hewitson B, et al. Good practice guidance paper on assessing and combining multi model climate projections. Bern: IPCC Working Group I Technical Support Unit; 2010.
36.
go back to reference Meehl GA, Covey C, Delworth T, Latif M, McAvaney B, Mitchell JFB, et al. THE WCRP CMIP3 Multimodel dataset: a new era in climate change research. Bull Am Meteorol Soc. 2007;88:1383–94.CrossRef Meehl GA, Covey C, Delworth T, Latif M, McAvaney B, Mitchell JFB, et al. THE WCRP CMIP3 Multimodel dataset: a new era in climate change research. Bull Am Meteorol Soc. 2007;88:1383–94.CrossRef
37.
go back to reference Jones B, O’Neill B. Spatially explicit global population scenarios consistent with the Shared Socioeconomic Pathways. Environ Res Lett. 2016;11:084003.CrossRef Jones B, O’Neill B. Spatially explicit global population scenarios consistent with the Shared Socioeconomic Pathways. Environ Res Lett. 2016;11:084003.CrossRef
39.
go back to reference Charlwood JD, Kihonda J, Sama S, Billingsley PF, Hadji H, Verhave JP, et al. The rise and fall of Anopheles arabiensis (Diptera: Culicidae) in a Tanzanian village. Bull Entomol Res. 1995;85:37–44.CrossRef Charlwood JD, Kihonda J, Sama S, Billingsley PF, Hadji H, Verhave JP, et al. The rise and fall of Anopheles arabiensis (Diptera: Culicidae) in a Tanzanian village. Bull Entomol Res. 1995;85:37–44.CrossRef
Metadata
Title
Shifting transmission risk for malaria in Africa with climate change: a framework for planning and intervention
Authors
Sadie J. Ryan
Catherine A. Lippi
Fernanda Zermoglio
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Malaria Journal / Issue 1/2020
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/s12936-020-03224-6

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