Evidence map›Paper›PMID 42827301›Full record

ReviewMolecular genetics & genomic medicine2026

Clinical Epigenomics in Rare Diseases: Interpreting DNA Methylation Episignatures.

Himanshu Goel, Shuxiang Goh, Luke Stuart

Abstract readReview
In one paragraph

Review in Molecular genetics & genomic medicine, 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

3 authors.

Himanshu GoelHunter Genetics, Waratah, New South Wales, Australia.ORCID https://orcid.org/0000-0001-6448-6618
Shuxiang GohSchool of Clinical Medicine, University of New South Wales, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0003-1753-5872
Luke StuartManchester University NHS Foundation Trust, Manchester, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEpigenomic testing complements sequence-based analysis by detecting downstream changes in epigenomic state associated with genetic variation. Genome-wide DNA methylation episignatures are reproducible molecular phenotypes that can serve as biomarkers of specific Mendelian disorders, particularly those involving chromatin regulators, DNA methylation machinery, and transcriptional regulatory pathways.

methodsWe reviewed the biological basis, laboratory methodology, analytical approaches and clinical applications of DNA methylation episignature testing, with emphasis on neurodevelopmental disorders and rare diseases. We also considered current computational tools, limitations of clinical interpretation and emerging epigenomic and epitranscriptomic approaches.

resultsDNA methylation episignature testing is now used clinically to support molecular diagnosis, assist interpretation of variants of uncertain significance and distinguish overlapping neurodevelopmental and chromatin-related disorders. Interpretation integrates methylation-array data, statistical and machine-learning classification, phenotype, genotype and assay-specific validation. Important limitations include tissue specificity, mosaicism, developmental effects, incomplete disorder coverage and dependence on reference datasets. Emerging approaches include tissue-agnostic classifiers, long-read methylation profiling, additional epigenomic signatures and multi-omic integration.

conclusionDNA methylation episignatures provide a clinically useful functional layer of evidence by detecting downstream epigenomic consequences of genomic variation. They should be interpreted as an adjunct to sequence-based diagnosis and clinical assessment rather than as a replacement for either. Continued expansion of reference datasets and integration with other functional genomic approaches should broaden their diagnostic utility.

Indexed as

DNA MethylationEpigenomicsNeurodevelopmental DisordersRare DiseasesEpigenesis, GeneticHumanschromatinopathyclinical epigenomicsDNA methylationepisignaturelong‐read sequencingm6Amulti‐omicsneurodevelopmental disorderrare diseasevariant of uncertain significance

Identifiers

PMID42827301
PMCPMC13633427

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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.