Evidence map›Paper›PMID 42196248›Full record

ArticleInternational journal of molecular sciences2026

Variations in DNA Methylation Are Landmarks of Freshwater Adaptation in Three-Spined Sticklebacks.

Alexey Starshin, Alexandr Mazur, Nikolai Mugue, Daria Kaplun, Artemiy Golden, Ekaterina Khrameeva, Egor Prokhortchouk

Abstract read
In one paragraph

Article in International journal of molecular sciences, 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
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

7 authors.

Alexey StarshinInstitute of Bioengineering, Federal Research Center of Biotechnology, 117312 Moscow, Russia.ORCID 0000-0002-4965-0165
Alexandr MazurInstitute of Bioengineering, Federal Research Center of Biotechnology, 117312 Moscow, Russia.
Nikolai MugueKoltzov Institute of Developmental Biology RAS, 119334 Moscow, Russia.ORCID 0000-0001-8957-1931
Daria KaplunScientific Center of Genetics and Life Sciences, Sirius University of Science and Technology, 354340 Sochi, Russia.
Artemiy GoldenCenter for Bio- and Medical Technologies, The Territory of the Skolkovo Innovation Center, 121205 Moscow, Russia.
Ekaterina KhrameevaCenter for Bio- and Medical Technologies, The Territory of the Skolkovo Innovation Center, 121205 Moscow, Russia.ORCID 0000-0001-6188-9139
Egor ProkhortchoukInstitute of Bioengineering, Federal Research Center of Biotechnology, 117312 Moscow, Russia.

Funding

Ministry of Science and Higher Education of the Russian Federation 075-15-2025-479Russian Science Foundation 19-74-30026Sirius Federal Territory 21-03
6 · The paper itself

Abstract

Understanding the phenotypic consequences of epigenetic variation and its role in adaptation remains a central challenge in evolutionary biology. Marine and freshwater sticklebacks provide a powerful system to study the interplay between genetic and epigenetic components of phenotypic plasticity that enables colonization of contrasting salinity habitats. Here, we used whole-genome bisulfite sequencing (WGBS) to characterize DNA methylation entropy-a measure of epigenetic stochasticity-in gill tissue from marine and freshwater ecotypes. We found that freshwater sticklebacks exhibit elevated methylation entropy in divergence islands (DIs), genomic regions known as hotspots of genetic divergence between marine and freshwater populations. Within DIs, we identified a subset of genes exhibiting concurrent increases in methylation entropy and transcriptional variance, including osmoregulatory candidates involved in growth modulation, cytoskeletal reorganization, metabolism, and extracellular matrix remodeling. Their linked variability suggests that they may act as "adaptation capacitors" facilitating phenotypic plasticity during salinity transitions. Exploratory enrichment analysis further revealed overrepresented epigenetic regulators within DIs, such as DNA demethylase TET1 and chromatin remodelers ARID5B and BPTF, indicating a potential regulatory basis by which these factors may convert genetic variation into epigenetic diversity. Collectively, our findings demonstrate that DIs are focal points of both genetic divergence and epigenetic heterogeneity, consistent with a model in which DIs may act as multi-layered genomic regions associated with adaptive responses to salinity change.

Indexed as

Adaptation, PhysiologicalDNA MethylationSmegmamorphaAnimalsEpigenesis, GeneticFresh WaterGenetic VariationSalinityadaptationDNA methylation entropyepigenetic variationsticklebacks

Identifiers

PMID42196248
PMCPMC13207980

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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.