Evidence map›Paper›PMID 42198728›Full record

ArticleViruses2026

Dual Aspect of the Pandemic on the African Continent: Viral Distribution and Shifting Demographic Susceptibility to SARS-CoV-2.

Julia Cyrielle Andeko, Sonia Etenna Lekana-Douki, Gabriel Falque, Nadine N'dilimabaka, Jean-Bernard Lekana-Douki

Abstract read
In one paragraph

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

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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

5 authors.

Julia Cyrielle AndekoCentre Interdisciplinaire de Recherches Médicales de Franceville (CIRMF), Franceville BP 769, Gabon.
Sonia Etenna Lekana-DoukiCentre Interdisciplinaire de Recherches Médicales de Franceville (CIRMF), Franceville BP 769, Gabon.ORCID 0000-0002-8749-4263
Gabriel FalqueCentre Interdisciplinaire de Recherches Médicales de Franceville (CIRMF), Franceville BP 769, Gabon.ORCID 0009-0000-6653-3828
Nadine N'dilimabakaCentre Interdisciplinaire de Recherches Médicales de Franceville (CIRMF), Franceville BP 769, Gabon.ORCID 0000-0001-7829-7113
Jean-Bernard Lekana-DoukiCentre Interdisciplinaire de Recherches Médicales de Franceville (CIRMF), Franceville BP 769, Gabon.ORCID 0000-0002-9417-1358

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

SARS-CoV-2, the causative agent of COVID-19, emerged in late 2019 and rapidly developed into a global health crisis. In this study, we analysed 173,194 SARS-CoV-2 genomes from the GISAID database to explore the intra-continental dynamics and distribution of variants across Africa between 2020 and 2024. We have identified 1377 distinct lineages, which were classified by clade to assess associations with infection and mortality rate. So, we conducted a Shannon entropy analysis to confirm the diversity and we applied a Correspondence Analysis (CA). Our findings revealed that one of the deadliest in Africa during the Delta wave, lineage AY.45 predominated in the South Africa cluster, whereas AY.34.1 drove transmission in the Atlantic West Africa cluster, underscoring regional heterogeneity. Furthermore, early in the pandemic, men exhibited a 39% higher risk of infection compared to women (aOR: 1.39, 95% CI [1.34-1.45]), particularly in association with clade G. By contrast, later stages were dominated by clade GRA, which disproportionately affected the elderly (≥70 years; aOR: 1.39, 95% CI [1.33-1.45]) and children (0-9 years; aOR: 1.26, 95% CI [1.20-1.33]). Our analysis highlighted that the pandemic on the African continent unfolded as a mosaic of epidemics shaped by diverse variants and regional epidemiological contexts. These findings emphasize the importance of genomic surveillance to capture local epidemic signatures and inform region-specific public health strategies.

Indexed as

COVID-19SARS-CoV-2AfricaFemaleGenome, ViralHumansMalePandemicsPhylogenycirculation in Africagenomic surveillanceSARS-CoV-2variantsviral evolution

Identifiers

PMID42198728
PMCPMC13211388

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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.