Evidence map›Paper›PMID 41275046›Full record

ArticleCommunications biology2025

Chronic cold stress induced transcriptomic alterations in multi-metabolically active tissues of pigs.

Bo Huang, Yurui Bai, Xun Zhou, Xue Tian, Xun Wang, Jing Li, Lun Hua, Xiaolan Fan, Mingzhou Li

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Chronic cold induces some similar effects to endurance exercise on body morphometrics and skeletal muscle structure in rats.Journal of comparative physiology. B, Biochemical, systemic, and environmental physiology · 2026
    Article
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.

Bo HuangState Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China.ORCID http://orcid.org/0000-0002-3167-7845
Yurui BaiState Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China.
Xun ZhouState Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China.
Xue TianState Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China.
Xun WangState Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China.
Jing LiState Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China.
Lun HuaAnimal Nutrition Institute, Sichuan Agricultural University, Chengdu, China.
Xiaolan FanState Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China. xiaolanfan@sicau.edu.cn.ORCID http://orcid.org/0000-0003-0968-6734
Mingzhou LiState Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, China. mingzhou.li@sicau.edu.cn.ORCID http://orcid.org/0000-0001-8681-7684

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cold stress poses significant challenges to livestock production; however, the regulatory mechanisms underlying porcine responses to chronic cold stress remain inadequately understood. To address this gap, we characterized the transcriptional responses of five metabolism-related tissues to chronic cold stress via bulk RNA sequencing. Our findings revealed tissue-specific transcriptional responses to cold stress, with skeletal muscle-particularly the longissimus dorsi muscle (LDM)-exhibiting the most pronounced changes. Furthermore, single-nucleus RNA sequencing analysis revealed cellular heterogeneity and metabolic remodeling in the LDM, which were induced by chronic cold stress. Specifically, chronic cold stress alters the proportions of key cell types-especially myonuclei, fibroblasts, and immune cells-enhances metabolic processes such as glucose metabolism and oxidative phosphorylation, and reduces intercellular communication related to growth signaling, particularly within the IGF pathway. Notably, we identified a distinct subset of oxidative metabolizing fibroblasts in skeletal muscle, potentially regulated by transcription factors such as CREB3L1, EGR1, EGR2, BHLHE41, and KLF5, as well as the CXCL signaling pathway, in response to chronic cold stress. Moreover, increased energy intake enhances cold stress-induced metabolic strategies without allocating energy to growth, adipose storage, or immune responses. These findings elucidate the adaptive transcriptional and metabolic remodeling that occurs in pigs under prolonged cold stress, offering valuable insights into the cold adaptation mechanisms and energy allocation strategies.

Indexed as

Cold-Shock ResponseMuscle, SkeletalTranscriptomeAnimalsFibroblastsGene Expression ProfilingSwine

Identifiers

PMID41275046
PMCPMC12749530

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.