Evidence map›Paper›PMID 42908032›Full record

ArticleEpigenetics & chromatin2026

Apparent methylation of mitochondrial DNA in WGBS is dominated by technical artifacts.

Jing-Jing Yin, Zhi-Chao Gong, Shi-Qing Mao

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Article in Epigenetics & chromatin, 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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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Jing-Jing YinInstitute for Advanced Study, Shenzhen University, 3688 Nanhai Avenue, Shenzhen, 518060, China.
Zhi-Chao GongInstitute for Advanced Study, Shenzhen University, 3688 Nanhai Avenue, Shenzhen, 518060, China.
Shi-Qing MaoInstitute for Advanced Study, Shenzhen University, 3688 Nanhai Avenue, Shenzhen, 518060, China. msq@szu.edu.cn.ORCID http://orcid.org/0000-0001-9902-0199

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDNA methylation is a critical epigenetic modification that occurs on cytosine residues and plays essential roles in regulating gene expression, cellular differentiation, and genomic imprinting. However, the existence of cytosine methylation in mitochondrial DNA (mtDNA) remains highly controversial. Whole-genome bisulfite sequencing (WGBS) has been widely used to assess mtDNA methylation, but signals detected in mitochondrial DNA are frequently influenced by technical artifacts.

resultsWe systematically evaluated technical factors that influence mtDNA methylation measurements using zebrafish WGBS datasets derived from a wide range of tissues and experimental conditions, complemented by analyses of human and mouse datasets. mtDNA methylation measurements varied widely among samples within CpG, CHG, and CHH contexts, and mtDNA CpG methylation estimates above 2% were often accompanied by comparable CHG and CHH methylation estimates, even when lambda DNA CpG methylation remained below 2%. Notably, samples lacking documented DNA fragmentation tended to show substantially elevated mtDNA methylation compared with those subjected to fragmentation. Although strand-specific sequencing biases were common, they were not a sufficient cause of elevated false-positive methylation signals. The degree of strand coverage imbalance did not predict high methylation in datasets with documented fragmentation, and high methylation in undocumented samples was preferentially observed where strand coverage was balanced rather than imbalanced. Kit annotations were associated with dataset-level variation in mtDNA methylation, particularly for library preparation kits, but elevated signals were not confined to any single bisulfite conversion or library preparation kit. Cross-species analyses showed that human and mouse datasets displayed comparable patterns of elevated mtDNA methylation.

conclusionsOur findings indicate that high mtDNA methylation signals detected in WGBS data are dominated by technical artifacts, particularly DNA fragmentation status and bisulfite conversion efficiency. These results highlight the need for careful interpretation of mitochondrial methylation signals and provide a framework for distinguishing technical noise from potential biological signals in WGBS-based analyses.

Indexed as

DNA MethylationDNA, MitochondrialWhole Genome SequencingAnimalsArtifactsCpG IslandsHumansMiceSequence Analysis, DNASulfitesZebrafishDNA, Mitochondrialhydrogen sulfiteSulfitesBisulfite conversionDNA fragmentationEpigeneticsMitochondrial DNA (mtDNA) methylationStrand biasTechnical artifactsWhole-genome bisulfite sequencing (WGBS)

Identifiers

PMID42908032
PMCPMC13688742

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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.