Evidence map›Paper›PMID 42467126›Full record

ArticleMolecular biology reports2026

Elevated ferroptosis is associated with elevated T cells in patients with heat stroke.

Qi Cui, Zhongyan Xu, Daxin Lei, Chao Yu, Yuling Luo, Jie Zheng, Fukun Wang

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Article in Molecular biology reports, 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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5 · Who and what money

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7 authors.

Qi Cui *Clinical Laboratory, Bethune International Peace Hospital, 398 Zhongshan Road, Shijiazhuang, 050082, Hebei, People's Republic of China. qicui1019@163.com.ORCID https://orcid.org/0000-0002-9665-2796
Zhongyan Xu *Clinical Laboratory, Bethune International Peace Hospital, 398 Zhongshan Road, Shijiazhuang, 050082, Hebei, People's Republic of China.
Daxin Lei *Clinical Laboratory, Bethune International Peace Hospital, 398 Zhongshan Road, Shijiazhuang, 050082, Hebei, People's Republic of China.
Chao YuClinical Laboratory, Bethune International Peace Hospital, 398 Zhongshan Road, Shijiazhuang, 050082, Hebei, People's Republic of China.
Yuling LuoDepartment of Obstetrics and Gynecology, The Sixth Medical Center of Chinese PLA General Hospital, No. 6 Fucheng Road, Beijing, 100048, People's Republic of China.
Jie ZhengNursing Department, Bethune International Peace Hospital, 398 Zhongshan Road, Shijiazhuang, 050082, Hebei, People's Republic of China. hepingzhengjie@163.com.
Fukun WangClinical Laboratory, Bethune International Peace Hospital, 398 Zhongshan Road, Shijiazhuang, 050082, Hebei, People's Republic of China. wangfk8@sina.com.

Funding

the Medical Science Research Project of Hebei No.20261420
6 · The paper itself

Abstract

backgroundHeat stroke is the most severe heat-related illness, characterized by an inflammatory response, oxidative stress, ferroptosis, and immune dysfunction. However, the broader role of ferroptosis in the pathophysiological processes of heat stroke remains unclear, and its potential connection with immune regulation has not yet been fully elucidated. This study uses bioinformatics analysis of heat stress datasets and molecular validation in patient samples to investigate key signaling pathways altered in heat stress (GSE90763) and validate their associations in heat stroke patients, aiming to clarify their connections with ferroptosis and immune regulation.

methodshe 'LIMMA' package in R was used to identify differentially expressed genes (DEGs) in the human heat stress dataset GSE90763. These DEGs were then compared with an established ferroptosis-related gene database and further screened using Cytoscape to identify candidate genes. The levels of ferroptosis-related markers (GSH, MDA, Fe²⁺, GPX4 enzyme activity) and expression patterns of candidate genes were subsequently validated at both transcriptional (qRT-PCR) and protein (ELISA) levels in peripheral blood mononuclear cells from both healthy controls and heat stroke patients. Additionally, Cytoscape and CIBERSORT were employed to analyze the associations between candidate genes, immune response, and ferroptosis.

resultsThe expression of four ferroptosis-related candidate genes, Jun Proto-Oncogene (JUN), Hypoxia-Inducible Factor 1 Alpha (HIF1A), Signal Transducer and Activator of Transcription 3 (STAT3), and Epidermal Growth Factor Receptor (EGFR), was altered in patients with heat stroke and was significantly correlated with elevated mRNA expression of T-cell lineage markers (CD4 and CD8A) in heat stroke patients. Multi-level experimental validation-including GSH depletion, MDA elevation, iron overload, reduced GPX4 enzyme activity, and coordinated protein-level dysregulation of GPX4/SLC7A11/ACSL4-provided strong biochemical evidence suggestive of ferroptosis activation in the peripheral blood of heat stroke patients.

conclusionsIn heat stroke patients, differential expression of the genes JUN, HIF1A, STAT3, and EGFR is associated with increased levels of ferroptosis, and both show a potential association with immune regulation involving elevated T cell activity. These correlative findings generate testable hypotheses and identify candidate biomarkers that warrant further investigation in larger, independent cohorts.

Indexed as

FerroptosisHeat StrokeT-LymphocytesBiomarkersComputational BiologyGene Expression ProfilingHeat-Shock ResponseHumansHypoxia-Inducible Factor 1, alpha SubunitMaleOxidative StressProto-Oncogene MasSignal TransductionSTAT3 Transcription FactorBiomarkersHypoxia-Inducible Factor 1, alpha SubunitMAS1 protein, humanProto-Oncogene MasSTAT3 Transcription FactorCD4 T cellsCD8 T cellsFerroptosisHeat stroke

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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.