Characterizing the spatial and temporal variation of malaria incidence in Bangladesh, 2007

Malaria Journal

Volumn 11, Issue , 2012, Pages

  Reid, Heidi L ^a   Haque, Ubydul ^b   Roy, Shyamal ^c   Islam, Nazrul ^c   Clements, Archie C A ^a  

^a UNIVERSITY OF QUEENSLAND   (Australia)

^b JOHNS HOPKINS BLOOMBERG SCHOOL OF PUBLIC HEALTH   (United States)

^c MINISTRY OF HEALTH AND FAMILY WELFARE   (Bangladesh)

Author keywords

Bangladesh; Bayesian; Malaria; Plasmodium falciparum; Plasmodium vivax; Seasonality; Spatial; Temporal

Indexed keywords

RAIN;

ADOLESCENT; ADULT; AGED; ARTICLE; BANGLADESH; CHILD; DISEASE SURVEILLANCE; ENDEMIC DISEASE; ENVIRONMENTAL TEMPERATURE; GEOGRAPHIC ELEVATION; GEOGRAPHICAL VARIATION (SPECIES); HEALTH CENTER; HUMAN; INFANT; MAJOR CLINICAL STUDY; MALARIA FALCIPARUM; PARASITE INCIDENCE; PARASITE PREVALENCE; PLASMODIUM VIVAX MALARIA; PRESCHOOL CHILD; SCHOOL CHILD; SEASONAL VARIATION;

ANIMALS; BANGLADESH; HUMANS; INCIDENCE; MALARIA, FALCIPARUM; MALARIA, VIVAX; RISK ASSESSMENT; RISK FACTORS; TIME FACTORS; TOPOGRAPHY, MEDICAL;

EID: 84861205359     PISSN: None     EISSN: 14752875     Source Type: Journal    
DOI: 10.1186/1475-2875-11-170     Document Type: Article

References (52)

1. Beyond temperature and precipitation: ecological risk factors that modify malaria transmission. Stresman GH, Acta Trop 2010 116 167 172 10.1016/j.actatropica.2010.08.005 20727338
2. A climate-based distribution model of malaria transmission in sub-Saharan Africa. Craig MH, Snow RW, le Sueur D, Parasitol Today 1999 15 105 111 10.1016/S0169-4758(99)01396-4 10322323 (Pubitemid 29341190)
3. Potential effect of climate change on malaria transmission in Africa. Tanser FC, Sharp B, le Sueur D, Lancet 2003 362 1792 1798 10.1016/S0140-6736(03) 14898-2 14654317 (Pubitemid 37494757)
4. Forecasting, warning, and detection of malaria epidemics: a case study. Hay SI, Were EC, Renshaw M, Noor AM, Ochola SA, Olusanmi I, Alipui N, Snow RW, Lancet 2003 361 1705 1706 10.1016/S0140-6736(03)13366-1 12767739 (Pubitemid 36577446)
5. The El Nino Southern Oscillation and the historic malaria epidemics on the Indian subcontinent and Sri Lanka: an early warning system for future epidemics? Bouma MJ, van der Kaay HJ, Trop Med Int Health 1996 1 86 96 10.1046/j.1365-3156.1996.d01-7.x 8673827
6. The development of malaria early warning systems for Africa. Thomson MC, Connor SJ, Trends Parasitol 2001 17 438 445 10.1016/S1471-4922(01)02077-3 11530356 (Pubitemid 32800661)
7. Forecasting malaria incidence from historical morbidity patterns in epidemic-prone areas of Ethiopia: a simple seasonal adjustment method performs best. Abeku TA, de Vlas SJ, Borsboom G, Teklehaimanot A, Kebede A, Olana D, van Oortmarssen GJ, Habbema JD, Trop Med Int Health 2002 7 851 857 10.1046/j.1365-3156.2002.00924.x 12358620 (Pubitemid 35205370)
8. Satellite imagery in the study and forecast of malaria. Rogers DJ, Randolph SE, Snow RW, Hay SI, Nature 2002 415 710 715 10.1038/415710a 11832960 (Pubitemid 34136405)
9. Malaria epidemic early warning and detection in African highlands. Abeku TA, Hay SI, Ochola S, Langi P, Beard B, de Vlas SJ, Cox J, Trends Parasitol 2004 20 400 405 10.1016/j.pt.2004.07.005 15324728 (Pubitemid 39485672)
10. Application of geographical information systems and remote sensing technologies for assessing and monitoring malaria risk. Ceccato P, Connor SJ, Jeanne I, Thomson MC, Parassitologia 2005 47 81 96 16044677 (Pubitemid 43186862)
11. Early warning systems for malaria in Africa: from blueprint to practice. Cox J, Abeku TA, Trends Parasitol 2007 23 243 246 10.1016/j.pt.2007.03.008 17412641 (Pubitemid 46771346)
12. Bionomics of Anopheles minimus and its role in malaria transmission in Thailand. Ratanatham S, Upatham ES, Prasittisuk C, Rojanasunan W, Theerasilp N, Tremongkol A, Viyanant V, Southeast Asian J Trop Med Public Health 1988 19 283 289 3227405
13. Highly efficient dry season transmission of malaria in Thailand. Rosenberg R, Andre RG, Somchit L, Trans R Soc Trop Med Hyg 1990 84 22 28 10.1016/0035-9203(90)90367-N 2189240 (Pubitemid 20062541)
14. Entomological and epidemiological investigations of malaria transmission in relation to population movements in forest areas of north-west Thailand. Somboon P, Aramrattana A, Lines J, Webber R, Southeast Asian J Trop Med Public Health 1998 29 3 9 9740259 (Pubitemid 128528925)
15. Etiology of interepidemic periods of mosquito-borne disease. Hay SI, Myers MF, Burke DS, Vaughn DW, Endy T, Ananda N, Shanks GD, Snow RW, Rogers DJ, Proc Natl Acad Sci USA 2000 97 9335 9339 10.1073/pnas.97.16.9335 10922081 (Pubitemid 30626719)
16. Malaria early warning in Kenya. Hay SI, Rogers DJ, Shanks GD, Myers MF, Snow RW, Trends Parasitol 2001 17 95 99 10.1016/S1471-4922(00)01763-3 11228016 (Pubitemid 32416556)
17. Space-time variation of malaria incidence in Yunnan province. Clements AC, Barnett AG, Cheng ZW, Snow RW, Zhou HN, China Malar J 2009 8 180 10.1186/1475-2875-8-180
18. The limits and intensity of Plasmodium falciparum transmission: implications for malaria control and elimination worldwide. Guerra CA, Gikandi PW, Tatem AJ, Noor AM, Smith DL, Hay SI, Snow RW, PLoS Med 2008 5 38 10.1371/journal.pmed.0050038 18303939 (Pubitemid 351317660)
19. An empirical malaria distribution map for West Africa. Kleinschmidt I, Omumbo J, Briet O, van de Giesen N, Sogoba N, Mensah NK, Windmeijer P, Moussa M, Teuscher T, Trop Med Int Health 2001 6 779 786 10.1046/j.1365-3156.2001.00790.x 11679126 (Pubitemid 32989631)
20. Malaria mapping using transmission models: application to survey data from Mali. Gemperli A, Vounatsou P, Sogoba N, Smith T, Am J Epidemiol 2006 163 289 297 16357113 (Pubitemid 43145757)
21. Spatial analysis and mapping of malaria risk in Malawi using point-referenced prevalence of infection data. Kazembe LN, Kleinschmidt I, Holtz TH, Sharp BL, Int J Health Geogr 2006 5 41 10.1186/1476-072X-5-41 16987415 (Pubitemid 44524386)
22. Spatial prediction of Plasmodium falciparum prevalence in Somalia. Noor AM, Clements AC, Gething PW, Moloney G, Borle M, Shewchuk T, Hay SI, Snow RW, Malar J 2008 7 159 10.1186/1475-2875-7-159 18717998
23. The risks of malaria infection in Kenya in 2009. Noor AM, Gething PW, Alegana VA, Patil AP, Hay SI, Muchiri E, Juma E, Snow RW, BMC Infect Dis 2009 9 180 10.1186/1471-2334-9-180 19930552
24. Mapping malaria risk in West Africa using a Bayesian non-parametric non-stationary model. Gosoniu L, Vounatsou P, Sogoba N, Maire N, Smith T, Comput Stat Data Anal 2009 53 3358 3371 10.1016/j.csda.2009.02.022
25. Baseline spatial distribution of malaria prior to an elimination programme in Vanuatu. Reid H, Vallely A, Taleo G, Tatem AJ, Kelly G, Riley I, Harris I, Henri I, Iamaher S, Clements AC, Malar J 2010 9 150 10.1186/1475-2875-9-150 20525209
26. Mapping malaria risk in Bangladesh using Bayesian geostatistical models. Reid H, Haque U, Clements AC, Tatem AJ, Vallely A, Ahmed SM, Islam A, Haque R, Am J Trop Med Hyg 2010 83 861 867 10.4269/ajtmh.2010.10-0154 20889880
27. Rise in malaria incidence rates in South Africa: a small-area spatial analysis of variation in time trends. Kleinschmidt I, Sharp B, Mueller I, Vounatsou P, Am J Epidemiol 2002 155 257 264 10.1093/aje/155.3.257 11821251 (Pubitemid 34117304)
28. Spatio-temporal models for mapping the incidence of malaria in Pará Nobre AA, Schmidt AM, Lopes HF, Environmetrics 2005 16 291 304 10.1002/env.704 (Pubitemid 40654008)
29. Spatio-temporal analysis of the role of climate in inter-annual variation of malaria incidence in Zimbabwe. Mabaso ML, Vounatsou P, Midzi S, Da Silva J, Smith T, Int J Health Geogr 2006 5 20 10.1186/1476-072X-5-20 16700905 (Pubitemid 44110477)
30. Anon, Malaria situation in Bangladesh 2008 Malaria Situation in SEAR Countries: World Health Organization 2009
31. Anon, Monthly malaria diseases specific report. In. Dhaka Bangladesh: Directorate General of Health Services 2007
32. Anon G, Malaria disease specific report. Dhaka Bangladesh: National Malaria Control Programme, Directorate General of Health Services 2010
33. Anon, World Population Prospects: The 2010 Revision, Volume 1: Comprehensive Tables New York: United Nations Department of Economic and Social Affairs Population Division 2010 2011
34. Malaria prevalence in endemic districts of Bangladesh. Haque U, Ahmed SM, Hossain S, Huda M, Hossain A, Alam MS, Mondal D, Khan WA, Khalequzzaman M, Haque R, PLoS One 2009 4 6737 10.1371/journal.pone.0006737 19707580
35. The epidemiology of human malaria as an explanation of its distribution, including some implications for its control. Molineaux L, Malaria: Principles and Practice of Malariology London: Churchill Livingstone, Wernsdorfer WH, McGregor I, vol. 2 1988 913 998
36. Very high resolution interpolated climate surfaces for global land areas. Hijmans RJ, Cameron SE, Parra JL, Jones PG, Garvis A, Int J Climatol 2005 25 1965 1978 10.1002/joc.1276 (Pubitemid 43013915)
37. Bontemps S, Defourny P, Van Bogaert E, Globcover 2009 product description and validation report Louvain: European Space Agency and Université Catholique de Louvain 2010
38. Di Gregorio A, Jansen LJM, Land Cover Classification System (LCSS) Rome: Food and Agriculture Organization 2000
39. Bayesian image restoration, with two applications in spatial statistics. Besag J, York J, Mollié A, Ann Inst Stat Math 1991 43 1 59 10.1007/BF00116466
40. Spatial and temporal variations of malaria epidemic risk in Ethiopia: factors involved and implications. Abeku TA, van Oortmarssen GJ, Borsboom G, de Vlas SJ, Habbema JD, Acta Trop 2003 87 331 340 10.1016/S0001-706X(03)00123-2 12875926 (Pubitemid 37271999)
41. The spatial and temporal patterns of falciparum and vivax malaria in Peru: 1994-2006. Chowell G, Munayco CV, Escalante AA, McKenzie FE, Malar J 2009 8 142 10.1186/1475-2875-8-142 19558695
42. Climate change and the global malaria recession. Gething PW, Smith DL, Patil AP, Tatem AJ, Snow RW, Hay SI, Nature 2010 465 342 345 10.1038/nature09098 20485434
43. Social and environmental determinants of malaria in space and time in Viet Nam. Bui HM, Clements AC, Nguyen QT, Nguyen MH, Le XH, Hay SI, Tran TH, Wertheim HF, Snow RW, Horby P, Int J Parasitol 2010 41 109 116 20833173
44. Spatiotemporal patterns of malaria incidence in northern Thailand. Childs DZ, Cattadori IM, Suwonkerd W, Prajakwong S, Boots M, Trans R Soc Trop Med Hyg 2006 100 623 631 10.1016/j.trstmh.2005.09.011 16406037
45. Forest malaria in Bangladesh. III. Breeding habits of anopheles dirus. Rosenberg R, Am J Trop Med Hyg 1982 31 192 201 7072884 (Pubitemid 12112437)
46. Prevalence of anopheline species and their Plasmodium infection status in epidemic-prone border areas of Bangladesh. Alam MS, Khan MG, Chaudhury N, Deloer S, Nazib F, Bangali AM, Haque R, Malar J 2010 9 15 10.1186/1475-2875-9-15 20074326
47. Systematic review and meta-analysis of the interaction between Plasmodium falciparum and Plasmodium vivax in humans. Haghdoost AA, Alexander N, J Vector Borne Dis 2007 44 33 43 17378215 (Pubitemid 46383875)
48. Revised malaria treatment regimen. Anon, Dhaka Bangladesh: Directorate General of Health Services Ministry of Health and Family Welfare 2009
49. The global prevalence of glucose-6-phosphate dehydrogenase deficiency: a systematic review and meta-analysis. Nkhoma ET, Poole C, Vannappagari V, Hall SA, Beutler E, Blood Cells Mol Dis 2009 42 267 278 10.1016/j.bcmd.2008.12.005 19233695
50. Some hereditary blood factors of the Bengali Muslim of Bangladesh (red cell enzymes, haemoglobins, and serum proteins). Papiha SS, Roberts DF, Ali SG, Islam MM, Humangenetik 1975 28 285 293 51817
51. Mapping hypoendemic, seasonal malaria in rural Bandarban, Bangladesh: a prospective surveillance. Khan WA, Sack DA, Ahmed S, Prue CS, Alam MS, Haque R, Khyang J, Ram M, Akter J, Nyunt MM, Norris D, Glass G, Shields T, Haq MZ, Cravioto A, Sullivan DJ, Malar J 2011 10 124 10.1186/1475-2875-10-124 21569599
52. Defining the relationship between Plasmodium falciparum parasite rate and clinical disease: statistical models for disease burden estimation. Patil AP, Okiro EA, Gething PW, Guerra CA, Sharma SK, Snow RW, Hay SI, Malar J 2009 8 186 10.1186/1475-2875-8-186 19656373