Evidence map›Paper›PMID 41792307›Full record

ArticleScientific reports2026

Mapping epigenetic gene variant dynamics: comparative analysis of frequency, functional impact and trait associations in African and European populations.

Musalula Sinkala, Gaone Retshabile, Phelelani T Mpangase, Salia Bamba, Modibo K Goita, Victoria Nembaware, Samar S M Elsheikh, Jeannine Heckmann, Kevin Esoh, Mogomotsi Matshaba and 7 more

Abstract readComparative Study
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors.

Musalula SinkalaDivision of Computational Biology, Department of Integrative Biomedical Sciences, Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa. musalula.sinkala@uct.ac.za.
Gaone RetshabileDepartment of Biological Sciences, University of Botswana, Gaborone, Botswana.
Phelelani T MpangaseSydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Salia BambaFaculté de Médecine et d'Odontostomatologie, USTTB, Bamako, Mali.
Modibo K GoitaFaculté de Médecine et d'Odontostomatologie, USTTB, Bamako, Mali.
Victoria NembawareDivision of Human Genetics, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.
Samar S M ElsheikhPharmacogenetics Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada.
Jeannine HeckmannNeurology Research Group, Neurosciences Institute, University of Cape Town, Cape Town, South Africa.
Kevin EsohDepartment of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, 733 N. Broadway, Baltimore, MD, 21205, USA.
Mogomotsi MatshabaBotswana-Baylor Children's Clinical Centre of Excellence, Gaborone, Botswana.
Clement A AdebamowoGreenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
Sally N AdebamowoGreenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
Ofon Elvis AmihDepartment of Medical Laboratory Sciences, Faculty of Health Sciences, University of Buea, Buea, Cameroon.
Guida LandoureFaculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali.
Ambroise WonkamDepartment of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, 733 N. Broadway, Baltimore, MD, 21205, USA.
Michele RamsaySydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Nicola MulderDivision of Computational Biology, Department of Integrative Biomedical Sciences, Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.

Funding

African Collaborative Center for Microbiome and Genomics Research 1U54HG006947Maryland Department of Health's Cigarette Restitution Fund Program CH-649-CRFNational Institutes of Health Common Fund U24HG006941University of Maryland Greenebaum Cancer Center Support Grant P30CA134274
6 · The paper itself

Abstract

Epigenetic modifications influence gene expression levels, impact organismal traits, and play a role in the development of diseases. Therefore, variants in genes involved in epigenetic processes are likely to be important in disease susceptibility, and the frequency of variants may vary between populations with African and European ancestries. Here, we analyse an integrated dataset to define the frequencies, associated traits, and functional impact of epigenetic gene variants among individuals of African and European ancestry represented in the UK Biobank. We find that the frequencies of 88.4% of epigenetic gene variants significantly differ between these groups. Furthermore, we find that these variants map to many reported traits and diseases, and we show that allele-frequency differences can alter statistical power and the likelihood of detecting associations across ancestry groups, particularly given the substantial sample-size imbalance between the UK Biobank European-ancestry and African-ancestry subsets. Additionally, we observe that variants associated with traits are significantly enriched for quantitative trait loci that affect DNA methylation, chromatin accessibility, and gene expression. We find that methylation quantitative trait loci account for 71.2% of the variants influencing gene expression. Moreover, variants linked to biomarker traits exhibit high correlation. We therefore conclude that epigenetic gene variants associated with traits tend to differ in their allele frequencies among African and European populations and are enriched for QTLs.

Indexed as

Black PeopleEpigenesis, GeneticWhite PeopleAfrican PeopleDNA MethylationEuropean PeopleGene FrequencyGenetic VariationGenome-Wide Association StudyHumansPolymorphism, Single NucleotideQuantitative Trait LociUK BiobankUnited Kingdom

Identifiers

PMID41792307
PMCPMC13106832

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.