Evidence map›Paper›PMID 42321839›Full record

ArticleHuman genomics2026

Dynamic responses in the human methylome to exertional heat exhaustion, heat injury, and heat stroke.

Brandon M Roberts, Ruoting Yang, Kari C Goodwin, Aarti Gautam, Stacy Miller, Ida Nela Crespo Rosales, David W DeGroot, Rasha Hammamieh, Nisha Charkoudian

Abstract read
In one paragraph

Article in Human genomics, 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

9 authors.

Brandon M Roberts *Experimental Therapeutics Branch, CIDR, Walter Reed Army Institute of Research, 503 Robert Grant Ave, Silver Spring, MD, 20910, USA. Brandon.m.roberts38.mil@health.mil.
Ruoting Yang *Integrative Systems Biology, CMPN, Walter Reed Army Institute of Research, Silver Spring, MD, USA.
Kari C GoodwinOak Ridge Institute of Science and Education, Oak Ridge, TN, USA.
Aarti GautamIntegrative Systems Biology, CMPN, Walter Reed Army Institute of Research, Silver Spring, MD, USA.
Stacy MillerIntegrative Systems Biology, CMPN, Walter Reed Army Institute of Research, Silver Spring, MD, USA.
Ida Nela Crespo RosalesIntegrative Systems Biology, CMPN, Walter Reed Army Institute of Research, Silver Spring, MD, USA.
David W DeGrootArmy Heat Center, Ft Benning, GA, USA.
Rasha HammamiehIntegrative Systems Biology, CMPN, Walter Reed Army Institute of Research, Silver Spring, MD, USA.
Nisha CharkoudianThermal and Medicine Mountain Division, Army Research Institute of Environmental Medicine, Natick, MA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Exertional heat illness encompasses a continuum from heat exhaustion (EHE) to heat stroke (EHS), yet the molecular mechanisms remain poorly understood. DNA methylation offers a stable epigenetic signature linking environmental stress to gene regulation and long-term physiological outcomes. We profiled genome-wide DNA methylation in blood from active-duty service members hospitalized for EHE (n = 36), heat injury (EHI; n = 18), or EHS (n = 50). Blood was collected longitudinally and analyzed using the Illumina 850 K array, with normalization and time-course clustering (TCseq) to identify co-regulated CpG networks. Ingenuity Pathway Analysis was applied differentially methylated probes (p < 0.01, Δβ > 0.04). At diagnosis, both EHI and EHS shared hypomethylation in pathways regulating heat sensing, oxidative defense, and vascular tone. Over time, EHI exhibited adaptive methylation changes supporting neuronal repair, glucocorticoid regulation, and cytoskeletal stability. In contrast, EHS demonstrated sustained downregulation of metabolic and cardiovascular regulators, persistent inflammasome activation, and oxidative imbalance. Early patterns were shared between EHI and EHS, reflecting a common acute stress response, but later responses diverged: EHI showed partial epigenetic recovery, while EHS exhibited sustained metabolic suppression and inflammasome activation. These time-dependent methylation signatures identify potential molecular targets for promoting recovery and preventing long-term complications of heat illnesses.

Indexed as

DNA MethylationEpigenomeHeat StrokeAdultCpG IslandsEpigenesis, GeneticHumansMale

Identifiers

PMID42321839
PMCPMC13527912

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.