Cargando…
Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali
Plasmodium falciparum malaria cases in Africa represent over 90% of the global burden with Mali being amongst the 11 highest burden countries that account for 70% of this annual incidence. The persistence of P. falciparum despite massive global interventions is because of its genetic diversity that...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576839/ https://www.ncbi.nlm.nih.gov/pubmed/36267403 http://dx.doi.org/10.3389/fgene.2022.943445 |
_version_ | 1784811618447654912 |
---|---|
author | Coulibaly, Aoua Diop, Mouhamadou Fadel Kone, Aminatou Dara, Antoine Ouattara, Amed Mulder, Nicola Miotto, Olivo Diakite, Mahamadou Djimde, Abdoulaye Amambua-Ngwa, Alfred |
author_facet | Coulibaly, Aoua Diop, Mouhamadou Fadel Kone, Aminatou Dara, Antoine Ouattara, Amed Mulder, Nicola Miotto, Olivo Diakite, Mahamadou Djimde, Abdoulaye Amambua-Ngwa, Alfred |
author_sort | Coulibaly, Aoua |
collection | PubMed |
description | Plasmodium falciparum malaria cases in Africa represent over 90% of the global burden with Mali being amongst the 11 highest burden countries that account for 70% of this annual incidence. The persistence of P. falciparum despite massive global interventions is because of its genetic diversity that drives its ability to adapt to environmental changes, develop resistance to drugs, and evade the host immune system. Knowledge on P. falciparum genetic diversity across populations and intervention landscape is thus critical for the implementation of new strategies to eliminate malaria. This study assessed genetic variation with 12,177 high-quality SNPs from 830 Malian P. falciparum isolates collected between 2007 and 2017 from seven locations. The complexity of infections remained high, varied between sites, and showed a trend toward overall decreasing complexity over the decade. Though there was no significant substructure, allele frequencies varied geographically, partly driven by temporal variance in sampling, particularly for drug resistance and antigen loci. Thirty-two mutations in known drug resistance markers (pfcrt, pfdhps, pfdhfr, pfmdr1, pfmdr2, and pfk13) attained a frequency of at least 2% in the populations. SNPs within and around the major markers of resistance to quinolines (pfmdr1 and pfcrt) and antifolates (pfdhfr and pfdhps) varied temporally and geographically, with strong linkage disequilibrium and signatures of directional selection in the genome. These geo-temporal populations also differentiated at alleles in immune-related loci, including, protein E140, pfsurfin8, pfclag8, and pfceltos, as well as pftrap, which showed signatures of haplotype differentiation between populations. Several regions across the genomes, including five known drug resistance loci, showed signatures of differential positive selection. These results suggest that drugs and immune pressure are dominant selective forces against P. falciparum in Mali, but their effect on the parasite genome varies temporally and spatially. Interventions interacting with these genomic variants need to be routinely evaluated as malaria elimination strategies are implemented. |
format | Online Article Text |
id | pubmed-9576839 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95768392022-10-19 Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali Coulibaly, Aoua Diop, Mouhamadou Fadel Kone, Aminatou Dara, Antoine Ouattara, Amed Mulder, Nicola Miotto, Olivo Diakite, Mahamadou Djimde, Abdoulaye Amambua-Ngwa, Alfred Front Genet Genetics Plasmodium falciparum malaria cases in Africa represent over 90% of the global burden with Mali being amongst the 11 highest burden countries that account for 70% of this annual incidence. The persistence of P. falciparum despite massive global interventions is because of its genetic diversity that drives its ability to adapt to environmental changes, develop resistance to drugs, and evade the host immune system. Knowledge on P. falciparum genetic diversity across populations and intervention landscape is thus critical for the implementation of new strategies to eliminate malaria. This study assessed genetic variation with 12,177 high-quality SNPs from 830 Malian P. falciparum isolates collected between 2007 and 2017 from seven locations. The complexity of infections remained high, varied between sites, and showed a trend toward overall decreasing complexity over the decade. Though there was no significant substructure, allele frequencies varied geographically, partly driven by temporal variance in sampling, particularly for drug resistance and antigen loci. Thirty-two mutations in known drug resistance markers (pfcrt, pfdhps, pfdhfr, pfmdr1, pfmdr2, and pfk13) attained a frequency of at least 2% in the populations. SNPs within and around the major markers of resistance to quinolines (pfmdr1 and pfcrt) and antifolates (pfdhfr and pfdhps) varied temporally and geographically, with strong linkage disequilibrium and signatures of directional selection in the genome. These geo-temporal populations also differentiated at alleles in immune-related loci, including, protein E140, pfsurfin8, pfclag8, and pfceltos, as well as pftrap, which showed signatures of haplotype differentiation between populations. Several regions across the genomes, including five known drug resistance loci, showed signatures of differential positive selection. These results suggest that drugs and immune pressure are dominant selective forces against P. falciparum in Mali, but their effect on the parasite genome varies temporally and spatially. Interventions interacting with these genomic variants need to be routinely evaluated as malaria elimination strategies are implemented. Frontiers Media S.A. 2022-10-04 /pmc/articles/PMC9576839/ /pubmed/36267403 http://dx.doi.org/10.3389/fgene.2022.943445 Text en Copyright © 2022 Coulibaly, Diop, Kone, Dara, Ouattara, Mulder, Miotto, Diakite, Djimde and Amambua-Ngwa. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Coulibaly, Aoua Diop, Mouhamadou Fadel Kone, Aminatou Dara, Antoine Ouattara, Amed Mulder, Nicola Miotto, Olivo Diakite, Mahamadou Djimde, Abdoulaye Amambua-Ngwa, Alfred Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali |
title | Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali |
title_full | Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali |
title_fullStr | Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali |
title_full_unstemmed | Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali |
title_short | Genome-wide SNP analysis of Plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern Mali |
title_sort | genome-wide snp analysis of plasmodium falciparum shows differentiation at drug-resistance-associated loci among malaria transmission settings in southern mali |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576839/ https://www.ncbi.nlm.nih.gov/pubmed/36267403 http://dx.doi.org/10.3389/fgene.2022.943445 |
work_keys_str_mv | AT coulibalyaoua genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT diopmouhamadoufadel genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT koneaminatou genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT daraantoine genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT ouattaraamed genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT muldernicola genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT miottoolivo genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT diakitemahamadou genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT djimdeabdoulaye genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali AT amambuangwaalfred genomewidesnpanalysisofplasmodiumfalciparumshowsdifferentiationatdrugresistanceassociatedlociamongmalariatransmissionsettingsinsouthernmali |