Evidence map›Paper›PMID 41736803›Full record

ReviewEnvironmental epigenetics2026

DNA methylation as a biomarker of prenatal exposures: current challenges and opportunities.

Rachel B Walkup, Matthew A Nangle, Phillip E Bergmann, Robert J Lipinski

Abstract readReview
In one paragraph

Review in Environmental epigenetics, 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

4 authors.

Rachel B WalkupDepartment of Comparative Biosciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706, United States.ORCID https://orcid.org/0009-0000-6484-9829
Matthew A NangleDepartment of Comparative Biosciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706, United States.
Phillip E BergmannDepartment of Neurological Surgery, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53705, United States.
Robert J LipinskiDepartment of Comparative Biosciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The prenatal environment contributes to the risk for congenital conditions, including birth defects, developmental disorders, and diseases that manifest in later life. However, our current understanding of prenatal exposures and their impact on disease risk is extremely limited. DNA methylation (DNAm) is a promising biomarker of prenatal exposures because this epigenetic mechanism is developmentally active, environmentally responsive, and imparts chemically stable marks that can be quantified with increasing accuracy and precision. However, development and utilization of DNAm biomarkers are impeded by inadequate understanding of how environmentally responsive prenatal DNAm changes persist across progenitor cell populations and pre- and postnatal development. This review synthesizes current evidence on the impact of the prenatal environment on DNAm, including specific dietary and chemical influences, and persistence of these changes across life stages. We then evaluate the suitability of common surrogate tissues (blood, saliva, and extra-embryonic tissues) from a developmental cell lineage framework for their applicability in prenatal exposure research and outline key considerations in selecting surrogate tissues for epigenome-wide association studies. Finally, using orofacial cleft etiopathogenesis as a model, we illustrate the conceptual application of DNAm biomarkers and highlight the need for longitudinal studies and comparative analysis of target and surrogate tissues. By identifying key knowledge gaps and proposing actionable strategies to address them, this review is directed at advancing the use of DNAm biomarkers in resolving how prenatal exposures contribute to human disease.

Indexed as

biomarkersdevelopmental origins of health and diseaseDNA methylationprenatal exposomesurrogate tissues

Identifiers

PMID41736803
PMCPMC12926665

What OpenQuestion holds

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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.