Dynamical malaria models reveal how immunity buffers effect of climate variability

Proceedings of the National Academy of Sciences of the United States of America

Volumn 112, Issue 28, 2015, Pages 8786-8791

  Laneri, Karina ^a,b   Paul, Richard E ^c,d   Tall, Adama ^e   Faye, Joseph ^e   Diene Sarr, Fatoumata ^e   Sokhna, Cheikh ^f   Trape, Jean François ^f   Rodó, Xavier ^a,g  

^a Unitat de Dinàmica I Impacte Climàtic UDIC Institut Català de Ciències del Clima   (Spain)

^b CENTRO ATÓMICO BARILOCHE   (Argentina)

^c INSTITUT PASTEUR   (France)

^d CNRS   (France)

^e INSTITUT PASTEUR DE DAKAR   (Senegal)

^f INSTITUT DE RECHERCHE POUR LE DÉVELOPPEMENT   (Senegal)

^g INSTITUCIÓ CATALANA DE RECERCA I ESTUDIS AVANÇATS ICREA   (Spain)

Author keywords

Climate; Endemicity; Immunity; Plasmodium falciparum malaria; Vector borne diseases

Indexed keywords

ARTEMISININ; BUFFER; CHLOROQUINE; PYRIMETHAMINE PLUS SULFADOXINE; QUININE; RAIN;

ARTICLE; CLIMATE CHANGE; HUMAN; IMMUNITY; INCIDENCE; INOCULATION; MALARIA FALCIPARUM; METEOROLOGY; PLASMODIUM FALCIPARUM; PRIORITY JOURNAL; REINFECTION; SENEGAL; TEMPERATURE; CLIMATE; MALARIA, FALCIPARUM; THEORETICAL MODEL; TRANSMISSION;

PLASMODIUM FALCIPARUM;

CLIMATE; HUMANS; INCIDENCE; MALARIA, FALCIPARUM; MODELS, THEORETICAL;

EID: 84937144260     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1419047112     Document Type: Article

References (42)

1. Patz JA, Olson SH (2006) Malaria risk and temperature: Influences from global climate change and local land use practices. Proc Natl Acad Sci USA 103(15):5635-5636.
2. Pascual M, Ahumada JA, Chaves LF, Rodó X, Bouma M (2006) Malaria resurgence in the East African highlands: Temperature trends revisited. Proc Natl Acad Sci USA 103(15):5829-5834.
3. Laneri K, et al. (2010) Forcing versus feedback: Epidemic malaria and monsoon rains in northwest India. PLoS Comput Biol 6(9):e1000898.
4. Alonso D, Bouma MJ, Pascual M (2011) Epidemic malaria and warmer temperatures in recent decades in an East African highland. Proc Biol Sci 278(1712):1661-1669.
5. Cash BA, et al. (2013) Malaria epidemics and the influence of the tropical South Atlantic on the Indian monsoon. Nature Climate Change 3(5):502-507.
6. Hay SI, et al. (2002) Climate change and the resurgence of malaria in the East African highlands. Nature 415(6874):905-909.
7. Zhou G, Minakawa N, Githeko AK, Yan G (2004) Association between climate variability and malaria epidemics in the East African highlands. Proc Natl Acad Sci USA 101(8):2375-2380.
8. Siraj AS, et al. (2014) Altitudinal changes in malaria incidence in highlands of Ethiopia and Colombia. Science 343(6175):1154-1158.
9. Martens P, et al. (1999) Climate change and future populations at risk of malaria. Glob Environ Change 9(Suppl 1):S89-S107.
10. Martens WJ, Niessen LW, Rotmans J, Jetten TH, McMichael AJ (1995) Potential impact of global climate change on malaria risk. Environ Health Perspect 103(5):458-464.
11. Martin P, Lefebvre M (1995) Malaria and Climate: Sensitivity of Malaria Potential Transmission to Climate (Ambio, Sweden), pp 200-207.
12. Tanser FC, Sharp B, le Sueur D (2003) Potential effect of climate change on malaria transmission in Africa. Lancet 362(9398):1792-1798.
13. Caminade C, et al. (2014) Impact of climate change on global malaria distribution. Proc Natl Acad Sci USA 111(9):3286-3291.
14. Thomas CJ, Davies G, Dunn CE (2004) Mixed picture for changes in stable malaria distribution with future climate in Africa. Trends Parasitol 20(5):216-220.
15. Ermert V, Fink AH, Morse AP, Paeth H (2012) The impact of regional climate change on malaria risk due to greenhouse forcing and land-use changes in tropical Africa. Environ Health Perspect 120(1):77-84.
16. Roy M, Bouma M, Ionides E, Dhiman R, Pascual M (2013) The potential elimination of Plasmodium vivax malaria by relapse treatment: Insights from a transmission model and surveillance data from NW India. PLoS Negl Trop Dis 7(1):e1979.
17. Doolan DL, Dobaño C, Baird JK (2009) Acquired immunity to malaria. Clin Microbiol Rev 22(1):13-36.
18. Snow RW, et al. (1998) Risk of severe malaria among African infants: Direct evidence of clinical protection during early infancy. J Infect Dis 177(3):819-822.
19. Marsh K, Snow RW (1997) Host-parasite interaction and morbidity in malaria endemic areas. Philos Trans R Soc Lond B Biol Sci 352(1359):1385-1394.
20. Sergent E, Parrot L (1935) L'immunité, la prémunition et la résistance innée [Immunity, premunition and innate resistance]. Arch Inst Pasteur Alger 13:279-319. French.
21. Pérignon JL, Druilhe P (1994) Immune mechanisms underlying the premunition against Plasmodium falciparum malaria. Mem Inst Oswaldo Cruz 89(Suppl 2):51-53.
22. Filipe JAN, Riley EM, Drakeley CJ, Sutherland CJ, Ghani AC (2007) Determination of the processes driving the acquisition of immunity to malaria using a mathematical transmission model. PLoS Comput Biol 3(12):e255.
23. King AA, et al. (2010) Pomp: Statistical Inference for Partially Observed Markov Processes (R Package) Version 0.43-1 (R Foundation for Statistical Computing, Vienna). Available at pomp.r-forge.r-project.org. Accessed June 5, 2015.
24. Ly AB, et al. (2010) Use of HRP-2-based rapid diagnostic test for Plasmodium falciparum malaria: Assessing accuracy and cost-effectiveness in the villages of Dielmo and Ndiop, Senegal. Malar J 9:153.
25. Patz JA, et al. (1998) Predicting key malaria transmission factors, biting and entomological inoculation rates, using modelled soil moisture in Kenya. Trop Med Int Health 3(10):818-827.
26. Fontenille D, et al. (1997) High annual and seasonal variations in malaria transmission by anophelines and vector species composition in Dielmo, a holoendemic area in Senegal. Am J Trop Med Hyg 56(3):247-253.
27. th MIM Pan-African Malaria Conference, Nairobi, Kenya; Nov 2-6, 2009. Available at www.mimalaria.org/eng/docs/pdfs/events/Book-of-Abstracts.pdf. Accessed June 5, 2015.
28. Burnham KP, Anderson DR (2004) Multimodel inference: Understanding AIC and BIC in model selection. Sociol Methods Res 33:261-304.
29. Rogier C (2000) Natural history of Plasmodium falciparum malaria and determining factors of the acquisition of antimalaria immunity in two endemic areas, Dielmo and Ndiop (Senegal). Bull Mem Acad R Med Belg 155(5-6):218-226.
30. Rogier C, et al. (1999) Plasmodium falciparum clinical malaria: Lessons from longitudinal studies in Senegal. Parassitologia 41(1-3):255-259.
31. Sakuntabhai A, et al. (2008) Genetic determination and linkage mapping of Plasmodium falciparum malaria related traits in Senegal. PLoS ONE 3(4):e2000.
32. Herrant M, et al. (2013) Asthma and atopic dermatitis are associated with increased risk of clinical Plasmodium falciparum malaria. BMJ Open 3(7):e002835.
33. Águas R, White LJ, Snow RW, Gomes MGM (2008) Prospects for malaria eradication in Sub-Saharan Africa. PLoS ONE 3(3):e1767.
34. Beshir KB, et al. (2013) Residual Plasmodium falciparum parasitemia in Kenyan children after artemisinin-combination therapy is associated with increased transmission to mosquitoes and parasite recurrence. J Infect Dis 208(12):2017-2024.
35. Portugal S, Drakesmith H, Mota MM (2011) Superinfection in malaria: Plasmodium shows its iron will. EMBO Rep 12(12):1233-1242.
36. Ocaña-Morgner C, Mota MM, Rodriguez A (2003) Malaria blood stage suppression of liver stage immunity by dendritic cells. J Exp Med 197(2):143-151.
37. Loucoubar C, et al. (2011) An exhaustive, non-Euclidean, non-parametric data mining tool for unraveling the complexity of biological systems - novel insights into malaria. PLoS ONE 6(9):e24085.
38. Trape JF, et al. (2011) Malaria morbidity and pyrethroid resistance after the introduction of insecticide-treated bednets and artemisinin-based combination therapies: A longitudinal study. Lancet Infect Dis 11(12):925-932.
39. Fontenille D, et al. (1997) Four years' entomological study of the transmission of seasonal malaria in Senegal and the bionomics of Anopheles gambiae and A. arabiensis. Trans R Soc Trop Med Hyg 91(6):647-652.
40. Loucoubar C, et al. (2013) High number of previous Plasmodium falciparum clinical episodes increases risk of future episodes in a sub-group of individuals. PLoS ONE 8(2):e55666.
41. Cancré N, et al. (2000) Bayesian analysis of an epidemiologic model of Plasmodium falciparum malaria infection in Ndiop, Senegal. Am J Epidemiol 152(8):760-770.
42. Peterson TC, Russell SV (1997) An overview of the Global Historical Climatology Network temperature data base. Bull Am Meteorol Soc 78:2837-2849.