Evidence map›Paper›PMID 42348513›Full record

ArticlePloS one2026

A tale of SARS-CoV-2 genomic surveillance in Mali: Variants introductions and transmission dynamics.

Noumou Yakhouba Keita, Harris Onywera, Mahamadou Abdou, Zeinaba Dicko, Fankélé Mamadou Diarra, Ousmane Kamena, Amidou Diarra, Klèma Marcel Koné, Alhadji Alassane Dicko, Demba Koita and 7 more

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Noumou Yakhouba Keitalaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.ORCID https://orcid.org/0000-0001-7138-6164
Harris OnyweraAfrica Centres for Disease Control and Prevention (Africa CDC), Addis Ababa, Ethiopia.ORCID https://orcid.org/0000-0002-7298-4921
Mahamadou Abdoulaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Zeinaba Dickolaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.ORCID https://orcid.org/0009-0005-1959-1685
Fankélé Mamadou Diarralaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.ORCID https://orcid.org/0009-0003-1675-9302
Ousmane Kamenalaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Amidou Diarralaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Klèma Marcel Konélaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.ORCID https://orcid.org/0000-0002-8008-3517
Alhadji Alassane Dickolaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.ORCID https://orcid.org/0009-0002-9658-0304
Demba Koitalaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Tinimba Sountouralaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Oumar Samakélaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Korika Diakitélaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Soumahila Traorélaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Rabiatou Sanogolaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Boubacar Doumbialaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.
Ibrehima Guindolaboratory department, Institut National de Santé Pulique (INSP), Bamako, Mali.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the global scale of SARS-CoV-2 genomic surveillance, data from West Africa are limited. In Mali 33,197 confirmed cases and 743 deaths (case fatality ratio: 2.23%) were recorded between March 2020 and August 2025. This study aimed to provide the first comprehensive genomic reconstruction of SARS-CoV-2 variant introductions, transmission pathways, and evolutionary trends in Mali from 2020 to 2023. A total of 548 Malian sequences were used for lineages assignment and variant tracking. For the reconstruction of transmission dynamic a high quality subset of 305 Malian sequences (passing 90% coverage) was analysed alongside 142 closely related global genomes (from 20 countries) identified using the UShER. Time-resolved phylogenetic reconstruction, ancestral trait inference, and molecular clock analyses were performed with TreeTime v0.11.4 to infer variant introductions, local transmission, and substitution rates. Genomic and epidemiological data revealed five distinct epidemic waves driven by the temporal succession of global variants, from 19A/20A lineages in early 2020 to dominant XBB sublineages in 2023. Multiple independent viral introductions were traced primarily to Europe and North America, followed by sustained local and intercontinental transmission, including reciprocal exchanges with neighbouring African countries. The substitution rate was estimated to be 1.56 x 10-3 substitutions per site per year, consistent with global evolutionary trends. Entropy analysis revealed high genetic variability within the spike gene, particularly in the receptor-binding domain. These findings underscore the persistent global connectivity and local evolutionary pressure shaping the trajectory of the pandemic in Mali. These call for the need for sustained genomic surveillance capacity to inform epidemic preparedness and response.

Indexed as

COVID-19Genome, ViralSARS-CoV-2Evolution, MolecularGenomicsHumansMaliPhylogeny

Identifiers

PMID42348513
PMCPMC13298768

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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.