Evidence map›Paper›PMID 42794600›Full record

ArticleInternational journal of molecular sciences2026

Peripheral Blood Transcriptomic Profile Associated with Cutaneous Radiation Injury in Cancer Patients Undergoing Radiotherapy.

Seid Muhie, Nabarun Chakraborty, Mital Patel, Alison Ross, Lauren Moffatt, Melissa McLawhorn, Aarti Gautam, Jeffrey Shupp, Rasha Hammamieh

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.

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.

Seid MuhieIntegrative Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA.
Nabarun ChakrabortyIntegrative Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA.
Mital PatelIntegrative Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA.ORCID 0000-0002-9975-3146
Alison RossFirefighters' Burn and Surgical Research Laboratory, MedStar Health Research Institute, Washington, DC 20010, USA.ORCID 0009-0006-4334-7882
Lauren MoffattFirefighters' Burn and Surgical Research Laboratory, MedStar Health Research Institute, Washington, DC 20010, USA.
Melissa McLawhornFirefighters' Burn and Surgical Research Laboratory, MedStar Health Research Institute, Washington, DC 20010, USA.ORCID 0000-0001-7400-2509
Aarti GautamIntegrative Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA.
Jeffrey ShuppFirefighters' Burn and Surgical Research Laboratory, MedStar Health Research Institute, Washington, DC 20010, USA.
Rasha HammamiehIntegrative Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA.ORCID 0000-0001-8643-6232

Funding

United States Army Medical Research and Development Command W81XWH-20-2-0012
6 · The paper itself

Abstract

The peripheral blood transcriptomic profile associated with clinically observed cutaneous radiation injury (CRI) during fractionated radiotherapy remains incompletely characterized. We analyzed blood transcriptomes from 22 adults receiving radiotherapy: 10 with CRI and 12 without radiation-related skin injury at blood collection. RNA was assayed using two-color Agilent microarrays. Variance filtering retained 12,251 probes that were evaluated using four complementary analyses: preranked Gene-Set Enrichment Analysis (GSEA) for ranked gene-set enrichment, Gene-Set Variation Analysis (GSVA) for sample-level gene-set scoring, weighted gene co-expression network analysis for co-expression structure, and differential expression analysis at the probe level. GSEA identified positive enrichment of interferon-γ response and E2F targets and negative enrichment of heme metabolism. Consistently, GSVA showed higher interferon-response, E2F-target, unfolded-protein-response, and cholesterol-homeostasis scores and lower angiogenesis, xenobiotic-metabolism, protein-secretion, hypoxia, and heme-metabolism scores in participants with CRI. Ten modular co-expression networks met the data-derived CRI-correlation prioritization criterion. Positively correlated networks were enriched for negative regulation of response to wounding and complement/coagulation cascades. Intramodular connectivity and sample-level expression analyses prioritized KDM4C and PARPBP as exploratory high-connectivity candidates, with both retaining top-10 connectivity in 95.5% of leave-one-out iterations. Exploratory differential expression analysis identified 1842 probes, comprising 585 upregulated and 1257 downregulated probes in CRI. Genes mapped from downregulated probes were significantly enriched for ribosome, spliceosome, and oxidative phosphorylation pathways. Across complementary analytical frameworks, CRI was associated with a coherent peripheral blood profile characterized by interferon and cell-cycle enrichment; altered wound-response and complement/coagulation processes; reduced heme-metabolism, angiogenesis, and xenobiotic-metabolism scores; and downregulated transcripts involved in ribosomal function, RNA processing, and mitochondrial energy metabolism. Although the cross-sectional design and later sampling of CRI participants precluded full separation of CRI-associated differences from treatment-time and cumulative-exposure effects, these findings extend the molecular characterization of CRI and identify pathways and high-connectivity candidates for longitudinal assessment of reproducibility, temporal dynamics, and potential diagnostic or predictive relevance.

Indexed as

NeoplasmsRadiation InjuriesRadiotherapySkinTranscriptomeAdultAgedFemaleGene Expression ProfilingGene Regulatory NetworksHumansMaleMiddle Agedacute radiation dermatitiscutaneous radiation injuryfractionated radiotherapygene-set enrichment analysisperipheral blood transcriptomicsradiation response

Identifiers

PMID42794600
PMCPMC13607435

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.