Evidence map›Paper›PMID 42054349›Full record

ArticlePloS one2026

Whole transcriptome sequencing and ceRNA regulation network profiling of heat acclimation in protecting against heat stress injury in rat myocardium.

LiJun Fan, JiaJun Chen, QingHan Zhang, MingXiao Song, ZiYi Guo, XueWei Chen, JunYu Lu, Jing Wang

Abstract read
In one paragraph

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.

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

8 authors.

LiJun FanMilitary Medical Sciences Academy, Tianjin, China.
JiaJun ChenMilitary Medical Sciences Academy, Tianjin, China.
QingHan ZhangMilitary Medical Sciences Academy, Tianjin, China.
MingXiao SongMilitary Medical Sciences Academy, Tianjin, China.
ZiYi GuoMilitary Medical Sciences Academy, Tianjin, China.
XueWei ChenMilitary Medical Sciences Academy, Tianjin, China.
JunYu LuMilitary Medical Sciences Academy, Tianjin, China.
Jing WangMilitary Medical Sciences Academy, Tianjin, China.ORCID https://orcid.org/0000-0002-3716-1233

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

AcclimatizationGene Regulatory NetworksHeat-Shock ResponseMyocardiumTranscriptomeAnimalsGene Expression ProfilingGene Expression RegulationHigh-Throughput Nucleotide SequencingMaleMicroRNAsRatsRats, Sprague-DawleyRNA, Competitive EndogenousMicroRNAsRNA, Competitive Endogenous

Identifiers

PMID42054349
PMCPMC13127944

What Socratic holds

Textmetadata
LicenceCC BY
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.