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Published in: Malaria Journal 1/2011

Open Access 01-12-2011 | Research

Early detection of malaria foci for targeted interventions in endemic southern Zambia

Authors: Ryan G Davis, Aniset Kamanga, Carlos Castillo-Salgado, Nnenna Chime, Sungano Mharakurwa, Clive Shiff

Published in: Malaria Journal | Issue 1/2011

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Abstract

Background

Zambia has achieved significant reductions in the burden of malaria through a strategy of "scaling-up" effective interventions. Progress toward ultimate malaria elimination will require sustained prevention coverage and further interruption of transmission through active strategies to identify and treat asymptomatic malaria reservoirs. A surveillance system in Zambia's Southern Province has begun to implement such an approach. An early detection system could be an additional tool to identify foci of elevated incidence for targeted intervention.

Methods

Based on surveillance data collected weekly from 13 rural health centres (RHCs) divided into three transmission zones, early warning thresholds were created following a technique successfully implemented in Thailand. Alert levels were graphed for all 52 weeks of a year using the mean and 95% confidence interval upper limit of a Poisson distribution of the weekly diagnosed malaria cases for every available week of historic data (beginning in Aug, 2008) at each of the sites within a zone. Annually adjusted population estimates for the RHC catchment areas served as person-time of weekly exposure. The zonal threshold levels were validated against the incidence data from each of the 13 respective RHCs.

Results

Graphed threshold levels for the three zones generally conformed to observed seasonal incidence patterns. Comparing thresholds with historic weekly incidence values, the overall percentage of aberrant weeks ranged from 1.7% in Mbabala to 36.1% in Kamwanu. For most RHCs, the percentage of weeks above threshold was greater during the high transmission season and during the 2009 year compared to 2010. 39% of weeks breaching alert levels were part of a series of three or more consecutive aberrant weeks.

Conclusions

The inconsistent sensitivity of the zonal threshold levels impugns the reliability of the alert system. With more years of surveillance data available, individual thresholds for each RHC could be calculated and compared to the technique outlined here. Until then, "aberrant" weeks during low transmission seasons, and during high transmission seasons at sites where the threshold level is less sensitive, could feasibly be followed up for household screening. Communities with disproportionate numbers of aberrant weeks could be reviewed for defaults in the scaling-up intervention coverage.
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Literature
2.
go back to reference Chizema-Kawesha E, Miller JM, Steketee RW, Mukonka VM, Mukuka C, Mohamed AD, Miti SK, Campbell CC: Scaling up malaria control in Zambia: progress and impact 2005-2008. Am J Trop Med Hyg. 2010, 83: 480-488. 10.4269/ajtmh.2010.10-0035.PubMedCentralCrossRefPubMed Chizema-Kawesha E, Miller JM, Steketee RW, Mukonka VM, Mukuka C, Mohamed AD, Miti SK, Campbell CC: Scaling up malaria control in Zambia: progress and impact 2005-2008. Am J Trop Med Hyg. 2010, 83: 480-488. 10.4269/ajtmh.2010.10-0035.PubMedCentralCrossRefPubMed
4.
go back to reference Steketee RW, Sipilanyambe N, Chimumbwa J, Banda JJ, Mohamed A, Miller J, Basu S, Miti SK, Campbell CC: National malaria control and scaling up for impact: the Zambia experience through 2006. Am J Trop Med Hyg. 2008, 79: 45-52.PubMed Steketee RW, Sipilanyambe N, Chimumbwa J, Banda JJ, Mohamed A, Miller J, Basu S, Miti SK, Campbell CC: National malaria control and scaling up for impact: the Zambia experience through 2006. Am J Trop Med Hyg. 2008, 79: 45-52.PubMed
5.
go back to reference Kamanga A, Moono P, Stresman G, Mharakurwa S, Shiff C: Rural health centres, communities and malaria case detection in Zambia using mobile telephones: a means to detect potential reservoirs of infection in unstable transmission conditions. Malar J. 2010, 9: 96-10.1186/1475-2875-9-96.PubMedCentralCrossRefPubMed Kamanga A, Moono P, Stresman G, Mharakurwa S, Shiff C: Rural health centres, communities and malaria case detection in Zambia using mobile telephones: a means to detect potential reservoirs of infection in unstable transmission conditions. Malar J. 2010, 9: 96-10.1186/1475-2875-9-96.PubMedCentralCrossRefPubMed
7.
go back to reference Kent RJ, Thuma PE, Mharakurwa S, Norris DE: Seasonality, blood feeding behavior, and transmission of Plasmodium falciparum by Anopheles arabiensis after an extended drought in southern Zambia. Am J Trop Med Hyg. 2007, 76: 267-274.PubMedCentralPubMed Kent RJ, Thuma PE, Mharakurwa S, Norris DE: Seasonality, blood feeding behavior, and transmission of Plasmodium falciparum by Anopheles arabiensis after an extended drought in southern Zambia. Am J Trop Med Hyg. 2007, 76: 267-274.PubMedCentralPubMed
8.
go back to reference Larkin GL, Thuma PE: Congenital malaria in a hyperendemic area. Am J Trop Med Hyg. 1991, 45: 587-592.PubMed Larkin GL, Thuma PE: Congenital malaria in a hyperendemic area. Am J Trop Med Hyg. 1991, 45: 587-592.PubMed
9.
go back to reference Clennon JA, Kamanga A, Musapa M, Shiff C, Glass GE: Identifying malaria vector breeding habitats with remote sensing data and terrain-based landscape indices in Zambia. Int J Health Geogr. 2010, 9: 58-10.1186/1476-072X-9-58.PubMedCentralCrossRefPubMed Clennon JA, Kamanga A, Musapa M, Shiff C, Glass GE: Identifying malaria vector breeding habitats with remote sensing data and terrain-based landscape indices in Zambia. Int J Health Geogr. 2010, 9: 58-10.1186/1476-072X-9-58.PubMedCentralCrossRefPubMed
10.
go back to reference Shekalaghe SA, Bousema JT, Kunei KK, Lushino P, Masokoto A, Wolters LF, Mwakalalinga S, Mosha FW, Sauerwein RW, Drakeley CJ: Submicroscopic Plasmodium falciparum gametocyte carriage is common in an area of low and seasonal transmission in Tanzania. Trop Med Int Health. 2007, 12: 547-553. 10.1111/j.1365-3156.2007.01821.x.CrossRefPubMed Shekalaghe SA, Bousema JT, Kunei KK, Lushino P, Masokoto A, Wolters LF, Mwakalalinga S, Mosha FW, Sauerwein RW, Drakeley CJ: Submicroscopic Plasmodium falciparum gametocyte carriage is common in an area of low and seasonal transmission in Tanzania. Trop Med Int Health. 2007, 12: 547-553. 10.1111/j.1365-3156.2007.01821.x.CrossRefPubMed
11.
go back to reference Abdel-Wahab A, Abdel-Muhsin A, Ali E, Suleiman S, Ahmed S, Walliker D, Babiker HA: Dynamics of gametocytes among Plasmodium falciparum clones in natural infections in an area of highly seasonal transmission. J Inf Dis. 2002, 185: 1838-1842. 10.1086/340638.CrossRef Abdel-Wahab A, Abdel-Muhsin A, Ali E, Suleiman S, Ahmed S, Walliker D, Babiker HA: Dynamics of gametocytes among Plasmodium falciparum clones in natural infections in an area of highly seasonal transmission. J Inf Dis. 2002, 185: 1838-1842. 10.1086/340638.CrossRef
12.
go back to reference Moonen B, Cohen JM, Snow RW, Slutsker L, Drakeley C, Smith DL, Abeyasinghe RR, Rodriguez MH, Maharaj R, Tanner M, Targett G: Operational strategies to achieve and maintain malaria elimination. Lancet. 2010, 376: 1592-1603. 10.1016/S0140-6736(10)61269-X.PubMedCentralCrossRefPubMed Moonen B, Cohen JM, Snow RW, Slutsker L, Drakeley C, Smith DL, Abeyasinghe RR, Rodriguez MH, Maharaj R, Tanner M, Targett G: Operational strategies to achieve and maintain malaria elimination. Lancet. 2010, 376: 1592-1603. 10.1016/S0140-6736(10)61269-X.PubMedCentralCrossRefPubMed
13.
go back to reference Macauley C: Aggressive active case detection: a malaria control strategy based on the Brazilian model. Soc Sci Med. 2005, 60: 563-573. 10.1016/j.socscimed.2004.05.025.CrossRefPubMed Macauley C: Aggressive active case detection: a malaria control strategy based on the Brazilian model. Soc Sci Med. 2005, 60: 563-573. 10.1016/j.socscimed.2004.05.025.CrossRefPubMed
14.
go back to reference Stresman GH, Kamanga A, Moono P, Hamapumbu H, Mharakurwa S, Kobayashi T, Moss W, Shiff C: A method of active case detection to target reservoirs of asymptomatic malaria and gametocyte carriers in a rural area in Southern Province, Zambia. Malar J. 2010, 9: 265-PubMedCentralPubMed Stresman GH, Kamanga A, Moono P, Hamapumbu H, Mharakurwa S, Kobayashi T, Moss W, Shiff C: A method of active case detection to target reservoirs of asymptomatic malaria and gametocyte carriers in a rural area in Southern Province, Zambia. Malar J. 2010, 9: 265-PubMedCentralPubMed
15.
go back to reference Hay SI, Sima M, Busolo M, Noor AM, Guyatt HL, Ochola SA: Defining and detecting malaria epidemics in the highlands of western Kenya. Emerg Infect Dis. 2002, 8: 555-562.PubMedCentralCrossRefPubMed Hay SI, Sima M, Busolo M, Noor AM, Guyatt HL, Ochola SA: Defining and detecting malaria epidemics in the highlands of western Kenya. Emerg Infect Dis. 2002, 8: 555-562.PubMedCentralCrossRefPubMed
18.
go back to reference Cullen JR, Chitprarop U, Doberstyn EB, Sombatwattanagkul K: An epidemiological early warning system for malaria control in northern Thailand. Bull World Health Organ. 1984, 62: 107-117.PubMedCentralPubMed Cullen JR, Chitprarop U, Doberstyn EB, Sombatwattanagkul K: An epidemiological early warning system for malaria control in northern Thailand. Bull World Health Organ. 1984, 62: 107-117.PubMedCentralPubMed
19.
go back to reference Centers for Disease Control and Prevention: Proposed changes in format for the presentation of notifiable disease report data. Morb Mortal Wkly Rep. 1989, 38: 805-809. Centers for Disease Control and Prevention: Proposed changes in format for the presentation of notifiable disease report data. Morb Mortal Wkly Rep. 1989, 38: 805-809.
20.
go back to reference Konchom S, Singhasivanon P, Kaewkungwal J, Chuprapawan S, Thimasaran K, Kidson C, Yimsamran S, Roianawatsirivet C: Early detection of malaria in endemic area: model development. Southeast Asian J Trop Med Public Health. 2006, 37: 1067-1071.PubMed Konchom S, Singhasivanon P, Kaewkungwal J, Chuprapawan S, Thimasaran K, Kidson C, Yimsamran S, Roianawatsirivet C: Early detection of malaria in endemic area: model development. Southeast Asian J Trop Med Public Health. 2006, 37: 1067-1071.PubMed
21.
go back to reference Delacollette C: Development an integrated forecasting, early warning and early detection system to monitor malaria epidemics. 2001, Geneva: Roll Back Malaria, 1-6. Delacollette C: Development an integrated forecasting, early warning and early detection system to monitor malaria epidemics. 2001, Geneva: Roll Back Malaria, 1-6.
22.
go back to reference StataCorp: Stata Statistical Software: Release 11. College Station. Tx: StataCorp LP, 20- StataCorp: Stata Statistical Software: Release 11. College Station. Tx: StataCorp LP, 20-
23.
go back to reference Stroup DF, Wharton M, Kafadar K, Dean AG: Evaluation of a method for detecting aberrations in public health surveillance data. Am J Epidemiol. 1993, 137: 373-380.PubMed Stroup DF, Wharton M, Kafadar K, Dean AG: Evaluation of a method for detecting aberrations in public health surveillance data. Am J Epidemiol. 1993, 137: 373-380.PubMed
Metadata
Title
Early detection of malaria foci for targeted interventions in endemic southern Zambia
Authors
Ryan G Davis
Aniset Kamanga
Carlos Castillo-Salgado
Nnenna Chime
Sungano Mharakurwa
Clive Shiff
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Malaria Journal / Issue 1/2011
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/1475-2875-10-260

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