Malaria surveillance reveals parasite relatedness, signatures of selection, and correlates of transmission across Senegal
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Published:2023-11-10
Issue:1
Volume:14
Page:
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ISSN:2041-1723
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Container-title:Nature Communications
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language:en
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Short-container-title:Nat Commun
Author:
Schaffner Stephen F.ORCID, Badiane Aida, Khorgade AkankshaORCID, Ndiop MedouneORCID, Gomis Jules, Wong Wesley, Ndiaye Yaye Die, Diedhiou Younouss, Thwing Julie, Seck Mame Cheikh, Early Angela, Sy Mouhamad, Deme Awa, Diallo Mamadou Alpha, Sy Ngayo, Sene Aita, Ndiaye Tolla, Sow Djiby, Dieye Baba, Ndiaye Ibrahima Mbaye, Gaye Amy, Ndiaye Aliou, Battle Katherine E.ORCID, Proctor Joshua L., Bever Caitlin, Fall Fatou Ba, Diallo Ibrahima, Gaye Seynabou, Sene Doudou, Hartl Daniel L.ORCID, Wirth Dyann F., MacInnis BronwynORCID, Ndiaye Daouda, Volkman Sarah K.
Abstract
AbstractWe here analyze data from the first year of an ongoing nationwide program of genetic surveillance of Plasmodium falciparum parasites in Senegal. The analysis is based on 1097 samples collected at health facilities during passive malaria case detection in 2019; it provides a baseline for analyzing parasite genetic metrics as they vary over time and geographic space. The study’s goal was to identify genetic metrics that were informative about transmission intensity and other aspects of transmission dynamics, focusing on measures of genetic relatedness between parasites. We found the best genetic proxy for local malaria incidence to be the proportion of polygenomic infections (those with multiple genetically distinct parasites), although this relationship broke down at low incidence. The proportion of related parasites was less correlated with incidence while local genetic diversity was uninformative. The type of relatedness could discriminate local transmission patterns: two nearby areas had similarly high fractions of relatives, but one was dominated by clones and the other by outcrossed relatives. Throughout Senegal, 58% of related parasites belonged to a single network of relatives, within which parasites were enriched for shared haplotypes at known and suspected drug resistance loci and at one novel locus, reflective of ongoing selection pressure.
Funder
Bill and Melinda Gates Foundation
Publisher
Springer Science and Business Media LLC
Subject
General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry,Multidisciplinary
Reference37 articles.
1. WHO. Meeting Report of the Technical Consultation on the Role of Parasite and Anopheline Genetics in Malaria Surveillance. p. 50. (WHO, Geneva, Switzerland, 2019). 2. Dalmat, R. et al. Use cases for genetic epidemiology in malaria elimination. Malar. J. 18, 163 (2019). 3. Jacob, C. G. et al. Genetic surveillance in the Greater Mekong subregion and South Asia to support malaria control and elimination. Elife 10, e62997 (2021). 4. Noviyanti, R. et al. Implementing parasite genotyping into national surveillance frameworks: feedback from control programmes and researchers in the Asia-Pacific region. Malar. J. 19, 271 (2020). 5. Moser, K. A. et al. Describing the current status of Plasmodium falciparum population structure and drug resistance within mainland Tanzania using molecular inversion probes. Mol. Ecol. 30, 100–113 (2021).
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