Evidence map›Paper›PMID 41808209›Full record

ArticleOne health outlook2026

Spatial and temporal risk mapping of human and porcine Taenia solium infections in Malawi: a systematic review and geostatistical approach.

Nicholas Ngwili, Upile Kachepa, Salaviriuse Ahimbisibwe, Max Korir, Mercy Chavula, Catherine Wood, John Chiphwanya, Holystone Kafanikhale, Camille Glazer, Lazarus Juziwelo and 4 more

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Article in One health outlook, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

14 authors.

Nicholas NgwiliHealth Program, International Livestock Research Institute, Nairobi, Kenya. n.ngwili@cgiar.org.
Upile KachepaDepartment of Animal Health and Livestock Development, Lilongwe, Malawi.
Salaviriuse AhimbisibweHealth Program, International Livestock Research Institute, Nairobi, Kenya.
Max KorirHealth Program, International Livestock Research Institute, Nairobi, Kenya.
Mercy ChavulaLilongwe University of Agriculture and Natural Resources, Lilongwe, Malawi.
Catherine WoodLilongwe University of Agriculture and Natural Resources, Lilongwe, Malawi.
John ChiphwanyaMinistry of Health, Lilongwe, Malawi.
Holystone KafanikhaleMinistry of Health, Lilongwe, Malawi.
Camille GlazerUniversity of Liverpool, Liverpool, United Kingdom.
Lazarus JuziweloMinistry of Health, Lilongwe, Malawi.
Pemphero Munkhondia-PhiriQueen Elizabeth Central Hospital, Blantyre, Malawi.
Janelisa MusayaKamuzu University of Health Sciences, Blantyre, Malawi.
Lian Francesca Thomas *Health Program, International Livestock Research Institute, Nairobi, Kenya.
Matthew A Dixon *Department of Infectious Disease Epidemiology and London Centre for Neglected Tropical Disease Research (LCNTDR), Faculty of Medicine, School of Public Health, Imperial College London, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTaenia solium, colloquially called the pork tapeworm, is a zoonotic parasite with a human definitive host and a porcine intermediate host. Humans can become an aberrant intermediate host due to accidental ingestion of parasite eggs from the environment or through autoinfection, resulting in human cysticercosis (HCC), or neurocysticercosis (NCC) if the central nervous system is infected. Pigs become infected with the larval stage, porcine cysticercosis (PCC), through the ingestion of parasite eggs shed by humans through defecation. Malawi has been classified as endemic for T. solium by the WHO based on the presence of key risk factors; however, the subnational distribution is not known. To ensure the appropriate resources are mobilized to support targeted future T. solium control measures in Malawi, there is a need to understand the variation in T. solium endemicity status across the country.

methodsThe current study uses a systematic literature review (SLR) using a pre-registered protocol; (PROSPERO CRD42023411044) to collate all available evidence on T. solium in Malawi. A geospatial risk mapping approach was conducted based on data from Malawi Demographic and Health Surveys (MDHS), and pig density data from the Food and Agriculture Organization (FAO) database to create geospatial risk maps of endemic subnational areas for 2000, 2004, 2010, and 2016. To create a single composite risk factor map for the four years from the MDHS, each parameter was plotted as a binary variable with the high or low risk categories and overlaid into a single composite risk factor classification. Additional data from hospital records on NCC and meat inspection records across several Agricultural Development Divisions (ADDs) were also collected.

resultsA total of 9 studies were identified through the SLR, with 8 studies focused on HCC, including one study studying both HCC and PCC, and one study on PCC. The review of the hospital reports captured 38 reports of NCC, with the cases being from around the location of the two major hospitals. PCC rates in slaughter animals substantially varied among the six ADDs, with the highest rates being in Mzuzu ADD, with 3.7 cases per 100 ps-years-1, and in Salima ADD, with 4.5 cases 100 ps-years-1. Geospatial risk mapping results for the years 2000 to 2016 indicated that PCC risk factors exhibited substantial geographic and temporal variation. Areas at highest risk, with the presence of all three risk factors, were predominantly found in the central and southern districts of Malawi across years. High pig density and poverty in combination were evident across Malawi in 2000; however, these areas declined in northern districts between 2004 and 2016 while remaining consistent in central districts. The combined map from the four data streams did not provide validation for the risk maps but provided more robust evidence about the potential endemicity of the parasite in Malawi.

conclusionsMost studies identified from the SLR were case reports and mostly focused on HCC, with very limited literature available in terms of population-based studies. The confluence of high levels of poverty, poor sanitation, and high pig densities is evident in central and southern districts, indicating potential T. solium endemic areas warranting further investigation. Review of NCC cases from hospital records and PCC rates in slaughtered animals across ADDs further supports prioritizing these areas. Targeted epidemiological and socio-economic studies to inform interventions in the possibly hyperendemic areas are urgently required.

Indexed as

One healthRisk factor mappingSpatial statisticsTaenia soliumZoonotic diseases

Identifiers

PMID41808209
PMCPMC13003702

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.