Evidence map›Paper›PMID 38589874›Full record

SynthesisMalaria journal2024

Plasmodium falciparum genetic diversity and multiplicity of infection based on msp-1, msp-2, glurp and microsatellite genetic markers in sub-Saharan Africa: a systematic review and meta-analysis.

Alex Mwesigwa, Moses Ocan, Benson Musinguzi, Rachel Wangi Nante, Joaniter I Nankabirwa, Steven M Kiwuwa, Alison Annet Kinengyere, Barbara Castelnuovo, Charles Karamagi, Ekwaro A Obuku and 3 more

Open access · goldAbstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Malaria journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
14.7field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 1 synthesis or guideline pooled it, 27 citations in OpenAlex.

  1. Mapping the characterization landscape ofFrontiers in plant science · 2026
    Pooled it
  2. Article
  3. Parasite epidemiology and control · 2026
    Article
  4. Article
  5. Article
  6. Review
  7. Genetic Diversity and Allelic Distribution ofJournal of parasitology research · 2026
    Article
  8. Article
  9. Spatial Distribution and Biodiversity ofTropical medicine and infectious disease · 2025
    Article
  10. Review
  11. Genetic Diversity ofTropical medicine and infectious disease · 2025
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Sensitive and modular amplicon sequencing ofbioRxiv : the preprint server for biology · 2025
    Article
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 6 institutions in 3 countries.

Alex MwesigwaClinical Epidemiology Unit, School of Medicine, College of Health Sciences, Makerere University, P. O. Box 7072, Kampala, Uganda. mwesigwaalex@gmail.com.
Moses OcanDepartment of Pharmacology and Therapeutics, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda.
Benson MusinguziDepartent of Medical Laboratory Science, Faculty of Health Sciences, Muni University, P.O Box 725, Arua, Uganda.
Rachel Wangi NanteAfrican Center for Systematic Reviews and Knowledge Translation, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda.
Joaniter I NankabirwaClinical Epidemiology Unit, School of Medicine, College of Health Sciences, Makerere University, P. O. Box 7072, Kampala, Uganda.
Steven M KiwuwaDepartment of Biochemistry, School of Biomedical Sciences, College of Health Sciences, Makerere, University, P.O. Box 7072, Kampala, Uganda.
Alison Annet KinengyereAlbert Cook Library, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda.
Barbara CastelnuovoInfectious Diseases Institute, College of Health Sciences, Makerere University, P. O. Box 7072, Kampala, Uganda.
Charles KaramagiClinical Epidemiology Unit, School of Medicine, College of Health Sciences, Makerere University, P. O. Box 7072, Kampala, Uganda.
Ekwaro A ObukuInfectious Diseases Institute, College of Health Sciences, Makerere University, P. O. Box 7072, Kampala, Uganda.
Samuel L NsobyaInfectious Diseases Research Collaboration, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda.
Sam M MbulaiteyeDivision of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, 6E-118, Bethesda, MD, 20892, USA.
Pauline Byakika-KibwikaDepartment of Medicine, School of Medicine, College of Health Sciences, Makerere University, P. O. Box 7072, Kampala, Uganda.
Makerere University · UGDivision of Cancer Epidemiology and GeneticsInfectious Diseases Institute · UGInfectious Diseases Research Collaboration · UGLondon School of Hygiene & Tropical Medicine · GBMuni University · UG

Funding

Epidemiology and Natural History of Cancer-Associated VirusesZIACP010176 · NCI · DIVISION OF CANCER EPIDEMIOLOGY AND GENETICS · PI MBULAITEYE, SAM M · 2009 to 2025
$33.7M
EDCTP2 TMA 2017CDF-1943
6 · The paper itself

Abstract

backgroundIn sub-Saharan Africa (SSA), Plasmodium falciparum causes most of the malaria cases. Despite its crucial roles in disease severity and drug resistance, comprehensive data on Plasmodium falciparum genetic diversity and multiplicity of infection (MOI) are sparse in SSA. This study summarizes available information on genetic diversity and MOI, focusing on key markers (msp-1, msp-2, glurp, and microsatellites). The systematic review aimed to evaluate their influence on malaria transmission dynamics and offer insights for enhancing malaria control measures in SSA.

methodsThe review was conducted following the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) guidelines. Two reviewers conducted article screening, assessed the risk of bias (RoB), and performed data abstraction. Meta-analysis was performed using the random-effects model in STATA version 17.

resultsThe review included 52 articles: 39 cross-sectional studies and 13 Randomized Controlled Trial (RCT)/cohort studies, involving 11,640 genotyped parasite isolates from 23 SSA countries. The overall pooled mean expected heterozygosity was 0.65 (95% CI: 0.51-0.78). Regionally, values varied: East (0.58), Central (0.84), Southern (0.74), and West Africa (0.69). Overall pooled allele frequencies of msp-1 alleles K1, MAD20, and RO33 were 61%, 44%, and 40%, respectively, while msp-2 I/C 3D7 and FC27 alleles were 61% and 55%. Central Africa reported higher frequencies (K1: 74%, MAD20: 51%, RO33: 48%) than East Africa (K1: 46%, MAD20: 42%, RO33: 31%). For msp-2, East Africa had 60% and 55% for I/C 3D7 and FC27 alleles, while West Africa had 62% and 50%, respectively. The pooled allele frequency for glurp was 66%. The overall pooled mean MOI was 2.09 (95% CI: 1.88-2.30), with regional variations: East (2.05), Central (2.37), Southern (2.16), and West Africa (1.96). The overall prevalence of polyclonal Plasmodium falciparum infections was 63% (95% CI: 56-70), with regional prevalences as follows: East (62%), West (61%), Central (65%), and South Africa (71%).

conclusionThe study shows substantial regional variation in Plasmodium falciparum parasite genetic diversity and MOI in SSA. These findings suggest a need for malaria control strategies and surveillance efforts considering regional-specific factors underlying Plasmodium falciparum infection.

Indexed as

Antigens, ProtozoanGenetic VariationMalaria, FalciparumMerozoite Surface Protein 1Microsatellite RepeatsPlasmodium falciparumProtozoan ProteinsAfrica South of the SaharaGenetic MarkersHumansAntigens, ProtozoanGenetic Markersglutamate-rich protein, PlasmodiumMerozoite Surface Protein 1merozoite surface protein 2, PlasmodiumProtozoan ProteinsGenetic diversity and multiplicity of infectionPlasmodium falciparumSub-Saharan Africa

Identifiers

PMID38589874
PMCPMC11000358
OpenAlexW4394571936

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.