ArticlePloS one2026
Whole transcriptome sequencing and ceRNA regulation network profiling of heat acclimation in protecting against heat stress injury in rat myocardium.
Article in PloS one, 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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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.
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8 authors.
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Abstract
Heat acclimation (HA) has emerged as a proven protective intervention to augment thermotolerance and mitigate heat stress (HS)-induced myocardial injury. Despite its clinical significance, the regulatory roles of noncoding RNAs associated with HA-mediated cardioprotection remain largely unexplored. This study conducted comprehensive transcriptomic profiling to delineate the molecular mechanisms underlying HA-induced cardioprotection against HS. Using well-characterized rat models of HS and HA preconditioning, we performed high-throughput sequencing on myocardial tissues to map circRNA/lncRNA expression landscapes. Bioinformatic analyses were integrated with functional validation to identify key regulatory elements. HA preconditioning markedly attenuated HS-induced injury, reducing inflammatory cytokines (IL-1β ↓ 24.36%, IL-4 ↓ 11.3%) while elevating IL-6 (+25.67%), suggesting immunomodulatory rewiring. HS leads to elevated serum HSP70 levels. Analysis identified nine core molecular candidates-miR-196c-5p, miR-212-3p, miR-212-5p, Rffl, Rassf1, Ppp3cc, Zbtb20, Cdh5, and Cxcl2-and delineated two central ceRNA regulatory axes: MSTRG.6276.3-miR-196c-5p-Rffl and MSTRG.4016.1-miR-122-5p-Rassf1. These networks potentially coordinate mitochondrial integrity, hypoxic adaptation, and apoptotic regulation through modulation of inflammatory signaling, metabolic homeostasis, and calcium pathways. The findings establish a noncoding RNA-defined regulatory framework for HA-mediated cardioprotection, revealing novel therapeutic targets for cardiovascular disorders triggered by thermal stress.
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