Modeling the influence of local environmental factors on malaria transmission in benin and its implications for cohort study

PLoS ONE

Volumn 7, Issue 1, 2012, Pages

  Cottrell, Gilles ^a,b,c,d,e   Kouwaye, Bienvenue ^a,b,c,d,e,f   Pierrat, Charlotte ^{a,b,c,d,e,f,g}   Port, Agnès ^b,c   Bouraïma, Aziz ^d,e   Fonton, Noël ^f   Hounkonnou, Mahouton Norbert ^f   Massougbodji, Achille ^e,h   Corbel, Vincent ^b   Garcia, André ^b,c  

^a Institut de Recherche pour le Developpement IRD   (Benin)

^b INSTITUT DE RECHERCHE POUR LE DÉVELOPPEMENT   (France)

^c UNIVERSITÉ PARIS DESCARTES   (France)

^d Institut des Sciences Biomédicales Appliquées ISBA   (Benin)

^e Centre d'Etudes et de Recherche sur le Paludisme Associe a la Grossesse et a l'Enfant   (Benin)

^f UNIVERSITY OF ABOMEY CALAVI   (Benin)

^g UNIVERSITÉ PARIS 1 PANTHÉON SORBONNE   (France)

^h Faculte des Sciences de la Sante FSS   (Benin)

Author keywords

[No Author keywords available]

Indexed keywords

RAIN;

ANOPHELES; ARTICLE; BENIN; CLIMATE; COHORT ANALYSIS; CONTROLLED STUDY; ENVIRONMENTAL FACTOR; HOUSEHOLD; HUMAN; INFECTION RISK; MALARIA; NEWBORN; NONHUMAN; PARASITE TRANSMISSION; PARASITE VECTOR; POPULATION DENSITY; PREDICTION; REGRESSION ANALYSIS; RISK ASSESSMENT; SEASONAL VARIATION; SOIL PROPERTY; STATISTICAL MODEL; VEGETATION; ZOOLOGY; ANIMAL; BIOLOGICAL MODEL; DISEASE CARRIER; DISEASE TRANSMISSION; ENVIRONMENT; HOST PARASITE INTERACTION; INFANT; LABORATORY DIAGNOSIS; PARASITOLOGY; PRESCHOOL CHILD; RURAL POPULATION; SEASON; STATISTICS;

ANIMALS; ANOPHELES; BENIN; CHILD, PRESCHOOL; CLIMATE; COHORT STUDIES; ENVIRONMENT; HOST-PARASITE INTERACTIONS; HUMANS; INFANT; INFANT, NEWBORN; INSECT VECTORS; MALARIA; MODELS, BIOLOGICAL; RURAL POPULATION; SEASONS; SPECIMEN HANDLING;

EID: 84855471693     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0028812     Document Type: Article

References (38)

1. Barnes KI, Chanda P, Ab Barnabas G, (2009) Impact of the large-scale deployment of artemether/lumefantrine on the malaria disease burden in Africa: case studies of South Africa, Zambia and Ethiopia. Malar J 8 (Suppl 1): S8.
2. Ceesay SJ, Casals-Pascual C, Erskine J, Anya SE, Duah NO, et al. (2008) Changes in malaria indices between 1999 and 2007 in The Gambia: a retrospective analysis. Lancet 372: 1545-1554.
3. O'Meara WP, Bejon P, Mwangi TW, Okiro EA, Peshu N, et al. (2008) Effect of a fall in malaria transmission on morbidity and mortality in Kilifi, Kenya. Lancet 372: 1555-1562.
4. WHO (2009) World Health Organisation- World Malaria Report.
5. Guerra CA, Gikandi PW, Tatem AJ, Noor AM, Smith DL, et al. (2008) The limits and intensity of Plasmodium falciparum transmission: implications for malaria control and elimination worldwide. PLoS Med 5: e38.
6. Guthmann JP, Llanos-Cuentas A, Palacios A, Hall AJ, (2002) Environmental factors as determinants of malaria risk. A descriptive study on the northern coast of Peru. Trop Med Int Health 7: 518-525.
7. Ageep TB, Cox J, Hassan MM, Knols BG, Benedict MQ, et al. (2009) Spatial and temporal distribution of the malaria mosquito Anopheles arabiensis in northern Sudan: influence of environmental factors and implications for vector control. Malar J 8: 123.
8. Djenontin A, Bio-Bangana S, Moiroux N, Henry MC, Bousari O, et al. (2010) Culicidae diversity, malaria transmission and insecticide resistance alleles in malaria vectors in Ouidah-Kpomasse-Tori district from Benin (West Africa): A pre-intervention study. Parasit Vectors 3: 83.
9. Smith DL, Dushoff J, Snow RW, Hay SI, (2005) The entomological inoculation rate and Plasmodium falciparum infection in African children. Nature 438: 492-495.
10. Smith DL, McKenzie FE, Snow RW, Hay SI, (2007) Revisiting the basic reproductive number for malaria and its implications for malaria control. PLoS Biol 5: e42.
11. Killeen GF, Smith TA, (2007) Exploring the contributions of bed nets, cattle, insecticides and excitorepellency to malaria control: a deterministic model of mosquito host-seeking behaviour and mortality. Trans R Soc Trop Med Hyg 101: 867-880.
12. Dery DB, Brown C, Asante KP, Adams M, Dosoo D, et al. (2010) Patterns and seasonality of malaria transmission in the forest-savannah transitional zones of Ghana. Malar J 9: 314.
13. Mourou JR, Coffinet T, Jarjaval F, Pradines B, Amalvict R, et al. (2010) Malaria transmission and insecticide resistance of Anopheles gambiae in Libreville and Port-Gentil, Gabon. Malar J 9: 321.
14. Bojang KA, Olodude F, Pinder M, Ofori-Anyinam O, Vigneron L, et al. (2005) Safety and immunogenicty of RTS,S/AS02A candidate malaria vaccine in Gambian children. Vaccine 23: 4148-4157.
15. Dicko A, Diemert DJ, Sagara I, Sogoba M, Niambele MB, et al. (2007) Impact of a Plasmodium falciparum AMA1 vaccine on antibody responses in adult Malians. PLoS One 2: e1045.
16. Le Hesran JY, Cot M, Personne P, Fievet N, Dubois B, et al. (1997) Maternal placental infection with Plasmodium falciparum and malaria morbidity during the first 2 years of life. Am J Epidemiol 146: 826-831.
17. Mutabingwa TK, Bolla MC, Li JL, Domingo GJ, Li X, et al. (2005) Maternal malaria and gravidity interact to modify infant susceptibility to malaria. PLoS Med 2: e407.
18. Schwarz NG, Adegnika AA, Breitling LP, Gabor J, Agnandji ST, et al. (2008) Placental malaria increases malaria risk in the first 30 months of life. Clin Infect Dis 47: 1017-1025.
19. Bardaji A, Siguaque B, Sanz S, Maixenchs M, Ordi J, et al. (2011) Impact of Malaria at the End of Pregnancy on Infant Mortality and Morbidity. The Journal of Infectious Diseases pp. 691-699.
20. Ellman R, Maxwell C, Finch R, Shayo D, (1998) Malaria and anaemia at different altitudes in the Muheza district of Tanzania: childhood morbidity in relation to level of exposure to infection. Ann Trop Med Parasitol 92: 741-753.
21. Sylla EH, Lell B, Kun JF, Kremsner PG, (2001) Plasmodium falciparum transmission intensity and infection rates in children in Gabon. Parasitol Res 87: 530-533.
22. Damien GB, Djenontin A, Rogier C, Corbel V, Bangana SB, et al. (2010) Malaria infection and disease in an area with pyrethroid-resistant vectors in southern Benin. Malar J 9: 380.
23. Gillies M, De Meillon B, (1968) The Anophelinae of Africa south of the Sahara). Pub South Afr Inst Med Res Johannesburg.
24. Gillies M, De Meillon B, (1987) A supplement to the Anophelinae of Africa south of the Sahara (Afrotropical region). Pub South Afr Inst Med Res.
25. Wirtz RA, Zavala F, Charoenvit Y, Campbell GH, Burkot TR, et al. (1987) Comparative testing of monoclonal antibodies against Plasmodium falciparum sporozoites for ELISA development. Bull World Health Organ 65: 39-45.
26. Efron B, Tibshirani R, Chapman & Hall/CRC, editor (1993) An introduction to the bootstrap;.
27. Pierrat C, (2010) Pour un diagnostic territorial d'un risque sanitaire à échelle fine: essai de modélisation des variables environnementales du paludisme (Sud du Bénin. Revue Espaces Tropicaux In Press.
28. Lacroix R, Mukabana WR, Gouagna LC, Koella JC, (2005) Malaria infection increases attractiveness of humans to mosquitoes. PLoS Biol 3: e298.
29. Hurd H, (2010) Parasite-mediated enhancement of transmission by hematophageous insects Wageningen W. TAKKEN and B. KNOLS Wageningen Academic Publisher pp. 349-364.
30. Rabe-Hesketh S, Skrondal A, (2008) Multilevel and Longitudinal Modeling Using Stata, 2nd Ed Stata Press.
31. Briet OJ, Vounatsou P, Gunawardena DM, Galappaththy GN, Amerasinghe PH, (2008) Models for short term malaria prediction in Sri Lanka. Malar J 7: 76.
32. Haghdoost AA, Alexander N, Cox J, (2008) Modelling of malaria temporal variations in Iran. Trop Med Int Health 13: 1501-1508.
33. Olson SH, Gangnon R, Elguero E, Durieux L, Guegan JF, et al. (2009) Links between climate, malaria, and wetlands in the Amazon Basin. Emerg Infect Dis 15: 659-662.
34. Bui HM, Clements AC, Nguyen QT, Nguyen MH, Le XH, et al.eds. (Epub 2010 Sep 15) Social and environmental determinants of malaria in space and time in Viet Nam. Int J Parasitol 41: 109-116.
35. Ye Y, Hoshen M, Louis V, Seraphin S, Traore I, et al. (2006) Housing conditions and Plasmodium falciparum infection: protective effect of iron-sheet roofed houses. Malar J 5: 8.
36. Atieli H, Menya D, Githeko A, Scott T, (2009) House design modifications reduce indoor resting malaria vector densities in rice irrigation scheme area in western Kenya. Malar J 8: 108.
37. Cot M, Le Hesran JY, Staalsoe T, Fievet N, Hviid L, et al. (2003) Maternally transmitted antibodies to pregnancy-associated variant antigens on the surface of erythrocytes infected with Plasmodium falciparum: relation to child susceptibility to malaria. Am J Epidemiol 157: 203-209.
38. Malhotra I, Dent A, Mungai P, Wamachi A, Ouma JH, et al. (2009) Can prenatal malaria exposure produce an immune tolerant phenotype? A prospective birth cohort study in Kenya. PLoS Med 6: e1000116.