Skip to main content
Top
Published in: Malaria Journal 1/2019

Open Access 01-12-2019 | Malaria | Research

Epidemiological risk factors for clinical malaria infection in the highlands of Western Kenya

Authors: Walters M. Essendi, Anne M. Vardo-Zalik, Eugenia Lo, Maxwell G. Machani, Guofa Zhou, Andrew K. Githeko, Guiyun Yan, Yaw A. Afrane

Published in: Malaria Journal | Issue 1/2019

Login to get access

Abstract

Background

Understanding the complex heterogeneity of risk factors that can contribute to an increased risk of malaria at the individual and household level will enable more effective use of control measures. The objective of this study was to understand individual and household factors that influence clinical malaria infection among individuals in the highlands of Western Kenya.

Methods

This was a matched case–control study undertaken in the Western Kenya highlands. Clinical malaria cases were recruited from health facilities and matched to asymptomatic individuals from the community who served as controls. Each participant was screened for malaria using microscopy. Follow-up surveys were conducted with individual households to collect socio-economic data. The houses were also checked using pyrethrum spray catches to collect mosquitoes.

Results

A total of 302 malaria cases were matched to 604 controls during the surveillance period. Mosquito densities were similar in the houses of both groups. A greater percentage of people in the control group (64.6%) used insecticide-treated bed nets (ITNs) compared to the families of malaria cases (48.3%). Use of ITNs was associated with lower level of clinical malaria episodes (odds ratio 0.51; 95% CI 0.39–0.68; P < 0.0001). Low income was the most important factor associated with higher malaria infections (adj. OR 4.70). Use of malaria prophylaxis was the most important factor associated with less malaria infections (adj OR 0.36). Mother’s (not fathers) employment status (adj OR 0.48) and education level (adj OR 0.54) was important malaria risk factor. Houses with open eaves was an important malaria risk factor (adj OR 1.72).

Conclusion

The identification of risk factors for clinical malaria infection provides information on the local malaria epidemiology and has the potential to lead to a more effective and targeted use of malaria control measures. These risk factors could be used to assess why some individuals acquire clinical malaria whilst others do not and to inform how intervention could be scaled at the local level.
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 Zhou G, Afrane YA, Vardo-Zalik AM, Atieli H, Zhong D, Wamae P, et al. Changing patterns of malaria epidemiology between 2002 and 2010 in Western Kenya: the fall and rise of malaria. PLoS ONE. 2011;6:e20318.CrossRef Zhou G, Afrane YA, Vardo-Zalik AM, Atieli H, Zhong D, Wamae P, et al. Changing patterns of malaria epidemiology between 2002 and 2010 in Western Kenya: the fall and rise of malaria. PLoS ONE. 2011;6:e20318.CrossRef
3.
go back to reference Okiro EA, Alegana VA, Noor AM, Snow RW. Changing malaria intervention coverage, transmission and hospitalization in Kenya. Malar J. 2010;9:285.CrossRef Okiro EA, Alegana VA, Noor AM, Snow RW. Changing malaria intervention coverage, transmission and hospitalization in Kenya. Malar J. 2010;9:285.CrossRef
4.
go back to reference Mukonka VM, Chanda E, Haque U, Kamuliwo M, et al. High burden of malaria following scale-up of control interventions in Nchelenge District, Luapula Province, Zambia. Malar J. 2014;13:153.CrossRef Mukonka VM, Chanda E, Haque U, Kamuliwo M, et al. High burden of malaria following scale-up of control interventions in Nchelenge District, Luapula Province, Zambia. Malar J. 2014;13:153.CrossRef
5.
go back to reference Ototo EN, Mbugi JP, Wanjala CL, Zhou G, Githeko AK, Yan G. Surveillance of malaria vector population density and biting behaviour in western Kenya. Malar J. 2015;14:244.CrossRef Ototo EN, Mbugi JP, Wanjala CL, Zhou G, Githeko AK, Yan G. Surveillance of malaria vector population density and biting behaviour in western Kenya. Malar J. 2015;14:244.CrossRef
6.
go back to reference Nahum A, Erhart A, Maye A, Ahounou D, van Overmeir C, Menten J, et al. Malaria incidence and prevalence among children living in a peri-urban area on the coast of benin, west Africa: a longitudinal study. Am J Trop Med Hyg. 2010;83(3):465–73.CrossRef Nahum A, Erhart A, Maye A, Ahounou D, van Overmeir C, Menten J, et al. Malaria incidence and prevalence among children living in a peri-urban area on the coast of benin, west Africa: a longitudinal study. Am J Trop Med Hyg. 2010;83(3):465–73.CrossRef
7.
go back to reference Gahutu JB, Steininger C, Shyirambere C, Zeile I, Cwinya-Ay N, Danquah I, et al. Prevalence and risk factors of malaria among children in southern highland Rwanda. Malar J. 2011;10:134.CrossRef Gahutu JB, Steininger C, Shyirambere C, Zeile I, Cwinya-Ay N, Danquah I, et al. Prevalence and risk factors of malaria among children in southern highland Rwanda. Malar J. 2011;10:134.CrossRef
8.
go back to reference Ayele DG, Zewotir TT, Mwambi HG. Prevalence and risk factors of malaria in Ethiopia. Malar J. 2012;11:195.CrossRef Ayele DG, Zewotir TT, Mwambi HG. Prevalence and risk factors of malaria in Ethiopia. Malar J. 2012;11:195.CrossRef
9.
go back to reference Ferrari G, Ntuku HM, Ross A, Schmidlin S, Kalemwa DM, Tshefu AK, et al. Identifying risk factors for Plasmodium infection and anaemia in Kinshasa, Democratic Republic of Congo. Malar J. 2016;15:362.CrossRef Ferrari G, Ntuku HM, Ross A, Schmidlin S, Kalemwa DM, Tshefu AK, et al. Identifying risk factors for Plasmodium infection and anaemia in Kinshasa, Democratic Republic of Congo. Malar J. 2016;15:362.CrossRef
10.
go back to reference Balls MJ, Bodker R, Thomas CJ, Kisinza W, Msangeni HA, Lindsay SW. Effect of topography on the risk of malaria infection in the Usambara Mountains, Tanzania. Trans R Soc Trop Med Hyg. 2004;98:400–8.CrossRef Balls MJ, Bodker R, Thomas CJ, Kisinza W, Msangeni HA, Lindsay SW. Effect of topography on the risk of malaria infection in the Usambara Mountains, Tanzania. Trans R Soc Trop Med Hyg. 2004;98:400–8.CrossRef
11.
go back to reference Clarke SE, Bogh C, Brown RC, Walraven GE, Thomas CJ, Lindsay SW. Risk of malaria attacks in Gambian children is greater away from malaria vector breeding sites. Trans R Soc Trop Med Hyg. 2002;96:499–506.CrossRef Clarke SE, Bogh C, Brown RC, Walraven GE, Thomas CJ, Lindsay SW. Risk of malaria attacks in Gambian children is greater away from malaria vector breeding sites. Trans R Soc Trop Med Hyg. 2002;96:499–506.CrossRef
12.
go back to reference Pinchoff J, Chaponda M, Shields TM, Sichivula J, Muleba M, Mulenga M, et al. Individual and household level risk factors associated with malaria in Nchelenge district, a region with perennial transmission: a serial cross-sectional study from 2012 to 2015. PLoS ONE. 2016;11:e0156717.CrossRef Pinchoff J, Chaponda M, Shields TM, Sichivula J, Muleba M, Mulenga M, et al. Individual and household level risk factors associated with malaria in Nchelenge district, a region with perennial transmission: a serial cross-sectional study from 2012 to 2015. PLoS ONE. 2016;11:e0156717.CrossRef
13.
go back to reference Pullan RL, Bukirwa H, Staedke SG, Snow RW, Brooker S. Plasmodium infection and its risk factors in eastern Uganda. Malar J. 2010;9:2.CrossRef Pullan RL, Bukirwa H, Staedke SG, Snow RW, Brooker S. Plasmodium infection and its risk factors in eastern Uganda. Malar J. 2010;9:2.CrossRef
14.
go back to reference Malakooti MA, Biomndo K, Shanks GD. Reemergence of epidemic malaria in the highlands of western Kenya. Emerg Infect Dis. 1998;4:671–6.CrossRef Malakooti MA, Biomndo K, Shanks GD. Reemergence of epidemic malaria in the highlands of western Kenya. Emerg Infect Dis. 1998;4:671–6.CrossRef
15.
go back to reference Wanjala CL, Waitumbi J, Zhou G, Githeko AK. Identification of malaria transmission and epidemic hotspots in the western Kenya highlands: its application to malaria epidemic prediction. Parasit Vectors. 2011;4:81.CrossRef Wanjala CL, Waitumbi J, Zhou G, Githeko AK. Identification of malaria transmission and epidemic hotspots in the western Kenya highlands: its application to malaria epidemic prediction. Parasit Vectors. 2011;4:81.CrossRef
16.
go back to reference Bousema T, Drakeley C, Gesase S, Hashim R, Magesa S, Mosha F, et al. Identification of hot spots of malaria transmission for targeted malaria control. J Infect Dis. 2010;201:1764–74.CrossRef Bousema T, Drakeley C, Gesase S, Hashim R, Magesa S, Mosha F, et al. Identification of hot spots of malaria transmission for targeted malaria control. J Infect Dis. 2010;201:1764–74.CrossRef
17.
go back to reference Munyekenye OG, Githeko AK, Zhou G, Mushinzimana E, Minakawa N, Yan G. Plasmodium falciparum spatial analysis, Western Kenya Highlands. Emerg Infect Dis. 2005;11:1571–7.CrossRef Munyekenye OG, Githeko AK, Zhou G, Mushinzimana E, Minakawa N, Yan G. Plasmodium falciparum spatial analysis, Western Kenya Highlands. Emerg Infect Dis. 2005;11:1571–7.CrossRef
18.
go back to reference Githeko AK, Ayisi JM, Odada PK, Atieli FK, Ndenga BA, Githure JI, et al. Topography and malaria transmission heterogeneity in Western Kenya highlands: prospects for focal vector control. Malar J. 2006;5:107.CrossRef Githeko AK, Ayisi JM, Odada PK, Atieli FK, Ndenga BA, Githure JI, et al. Topography and malaria transmission heterogeneity in Western Kenya highlands: prospects for focal vector control. Malar J. 2006;5:107.CrossRef
19.
go back to reference Himeidan YE, Zhou G, Yakob L, Afrane YA, Munga S, Atieli H, et al. Habitat stability and occurrences of malaria vector larvae in Western Kenya highlands. Malar J. 2009;21(8):234.CrossRef Himeidan YE, Zhou G, Yakob L, Afrane YA, Munga S, Atieli H, et al. Habitat stability and occurrences of malaria vector larvae in Western Kenya highlands. Malar J. 2009;21(8):234.CrossRef
20.
go back to reference Atieli HE, Zhou G, Lee MC, Kweka EJ, Afrane Y, Mwanzo I, et al. Topography as a modifier of breeding habitats and concurrent vulnerability to malaria risk in the Western Kenya highlands. Parasit Vectors. 2011;4:241.CrossRef Atieli HE, Zhou G, Lee MC, Kweka EJ, Afrane Y, Mwanzo I, et al. Topography as a modifier of breeding habitats and concurrent vulnerability to malaria risk in the Western Kenya highlands. Parasit Vectors. 2011;4:241.CrossRef
21.
go back to reference Ototo EN, Githeko AK, Wanjala CL, Scott TW. Surveillance of vector populations and malaria transmission during the 2009/10 El Niño event in the Western Kenya highlands: opportunities for early detection of malaria hyper-transmission. Parasit Vectors. 2011;22(4):144.CrossRef Ototo EN, Githeko AK, Wanjala CL, Scott TW. Surveillance of vector populations and malaria transmission during the 2009/10 El Niño event in the Western Kenya highlands: opportunities for early detection of malaria hyper-transmission. Parasit Vectors. 2011;22(4):144.CrossRef
22.
go back to reference Gillies MT, Coetzee M. A supplement to the Anophelinae of Africa south of the Sahara (Afrotropical region). S Afr Inst Med Res. 1987;55:1–143. Gillies MT, Coetzee M. A supplement to the Anophelinae of Africa south of the Sahara (Afrotropical region). S Afr Inst Med Res. 1987;55:1–143.
23.
go back to reference Njie M, Dilger E, Lindsay SW, Kirby MJ. Importance of eaves to house entry by anopheline, but not culicine, mosquitoes. J Med Entomol. 2009;46:505–10.CrossRef Njie M, Dilger E, Lindsay SW, Kirby MJ. Importance of eaves to house entry by anopheline, but not culicine, mosquitoes. J Med Entomol. 2009;46:505–10.CrossRef
24.
go back to reference Wanzirah H, Tusting LS, Arinaitwe E, Katureebe A, Maxwell K, Rek J, et al. Mind the gap: house structure and the risk of malaria in Uganda. PLoS ONE. 2015;10:e0117396.CrossRef Wanzirah H, Tusting LS, Arinaitwe E, Katureebe A, Maxwell K, Rek J, et al. Mind the gap: house structure and the risk of malaria in Uganda. PLoS ONE. 2015;10:e0117396.CrossRef
Metadata
Title
Epidemiological risk factors for clinical malaria infection in the highlands of Western Kenya
Authors
Walters M. Essendi
Anne M. Vardo-Zalik
Eugenia Lo
Maxwell G. Machani
Guofa Zhou
Andrew K. Githeko
Guiyun Yan
Yaw A. Afrane
Publication date
01-12-2019
Publisher
BioMed Central
Keyword
Malaria
Published in
Malaria Journal / Issue 1/2019
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/s12936-019-2845-4

Other articles of this Issue 1/2019

Malaria Journal 1/2019 Go to the issue