中国农业科学 ›› 2026, Vol. 59 ›› Issue (18): 4163-4182.doi: 10.3864/j.issn.0578-1752.2026.18.016

• 畜牧·兽医 • 上一篇    下一篇

猪冷应激脂肪相关长链非编码RNA的鉴定及功能分析

徐浩楠1(), 姚蕾1, 彭城1, 靳琳宇1, 曹果清1,2, 路畅1,2(), 李步高1,2()   

  1. 1 山西农业大学动物科学学院, 山西太谷 030801
    2 畜禽遗传资源发掘与生物育种技术山西省重点实验室, 山西太谷 030801
  • 收稿日期:2025-12-29 接受日期:2026-07-05 出版日期:2026-09-16 发布日期:2026-09-20
  • 通信作者:
    路畅,E-mail:
    李步高,E-mail:
  • 联系方式: 徐浩楠,E-mail:xuhaonanaa@163.com。
  • 基金资助:
    国家自然科学基金面上项目(32372860); 山西省重点研发计划(202302140601005); 山西农业大学科技创新提升工程(CXGC2026006)

Identification and Functional Analysis of Adipose Tissue Related Long Noncoding RNAs in Response to Cold Stress in Pigs

XU HaoNan1(), YAO Lei1, PENG Cheng1, JIN LinYu1, CAO GuoQing1,2, LU Chang1,2(), LI BuGao1,2()   

  1. 1 College of Animal Science, Shanxi Agricultural University, Taigu 030801, Shanxi
    2 Shanxi Provincial Key Laboratory of Livestock and Poultry Genetic Resources Exploration and Biotechnology Breeding, Taigu 030801, Shanxi
  • Received:2025-12-29 Accepted:2026-07-05 Published:2026-09-16 Online:2026-09-20

摘要:

【目的】长链非编码RNA(long non-coding RNA,lncRNA)是一类长度超过200 nt且基本不编码蛋白质的RNA分子,在冷应激诱导的脂肪产热过程中具有重要调控功能。通过对藏猪和巴马猪皮下脂肪组织的转录组数据进行分析,挖掘冷应激条件下调控脂肪代谢的lncRNA,为进一步解析冷应激下脂肪产热机制奠定基础。【方法】选取5周龄藏猪和巴马猪各8只,每个品种分为室温组和低温(4 ℃)组,每组4个生物学重复。处理4 h后采集皮下脂肪组织进行转录组测序。基于测序数据,鉴定lncRNA,并对lncRNA及mRNA进行差异表达分析,比较两个品种在冷应激响应上的差异;通过顺式调控预测差异表达lncRNA的靶基因,利用DAVID在线工具进行GO(gene ontology)和KEGG(kyoto encyclopedia of genes and genomes)富集分析预测其参与的生物学过程;通过加权基因共表达网络分析(weighted correlation network analysis,WGCNA)筛选与冷应激最相关的模块,构建lncRNA和编码蛋白基因的共表达网络图。最后通过实时荧光定量PCR(RT-qPCR)技术对差异表达的lncRNA转录组数据进行验证。【结果】在藏猪和巴马猪皮下脂肪组织中共鉴定出2 988个lncRNA,其中1 939个lncRNA至少在一个样品中有表达。冷应激处理后,在藏猪与巴马猪的皮下脂肪组织中分别鉴定出88个和10个差异表达lncRNA,以及360个和88个差异表达mRNA,富集分析表明,差异mRNA主要富集到脂肪酸代谢和抗病毒感染生物学过程以及磷脂酰肌醇3-激酶-蛋白激酶B信号通路(PI3K-Akt)、过氧化物酶体增殖物激活受体信号通路(PPAR)以及Ras相关蛋白1信号通路(Rap1)等信号通路。此外,筛选了顺式调控的lncRNA和编码蛋白基因对,其中108个lncRNA位于83个编码蛋白基因上下游10 kb范围内,216个差异表达lncRNA位于289个差异表达基因上下游100 kb范围内。最后,通过WGCNA构建lncRNA和编码蛋白基因共表达网络,鉴定出18个模块,其中黄色模块与冷应激表型相关,模块内MSTRG.8042.2MSTRG.8043.2等关键lncRNA分别与脂代谢核心基因显著关联,推测这些lncRNA可能是冷应激下的关键调控分子,协同参与宿主寒冷防御及脂质代谢调控过程。RT-qPCR结果证实了转录组数据的可靠性。【结论】研究筛选出MSTRG.8042.2MSTRG.8043.2等影响冷应激下宿主御寒的关键lncRNA,为解析冷应激下调控脂肪代谢的分子机制提供了参考,并为地方猪种冷适应机制解析提供了新视角。

关键词: 藏猪, 巴马猪, 脂肪细胞, lncRNA, WGCNA

Abstract:

【Objective】Long non-coding RNAs (lncRNAs) are a class of RNA molecules with a length exceeding 200 nucleotides that generally do not encode proteins, and they play important regulatory roles in cold stress-induced adipose thermogenesis. This study aimed to analyze the transcriptomic data of subcutaneous adipose tissue from Tibetan pigs and Bama pigs to identify lncRNAs involved in regulating adipose metabolism under cold stress, thereby laying a foundation for further elucidation of the mechanisms underlying adipose thermogenesis in response to cold stress.【Method】Five-week-old Tibetan and Bama pigs (n = 8 per breed) were assigned to room temperature or 4 ℃ groups (four biological replicates per group). After 4 h, subcutaneous adipose tissue was collected for RNA-seq. Based on the sequencing data, lncRNAs and mRNAs were identified, and differential expression analysis was performed to compare cold stress responses between the two breeds. Target genes of differentially expressed lncRNAs were predicted via cis-regulation, followed by GO/KEGG enrichment analysis using DAVID. WGCNA was used to screen cold stress-related modules and construct co-expression networks of lncRNAs and mRNAs. Finally, RT-qPCR was performed to validate the transcriptome data of differentially expressed lncRNAs.【Result】A total of 2 988 lncRNAs were identified in the subcutaneous adipose tissue of Tibetan pigs and Bama pigs. These lncRNAs generally exhibited short transcript lengths and a small number of exons. Among them, 1 939 lncRNAs were expressed in at least one sample. Following cold stress treatment, 88 and 10 differentially expressed lncRNAs, as well as 360 and 88 differentially expressed mRNAs, were identified in the subcutaneous adipose tissue of Tibetan pigs and Bama pigs, respectively. Enrichment analysis indicated that the differentially expressed mRNAs were mainly enriched in biological processes such as HPV infection, fatty acid metabolism, and antiviral infection, as well as signaling pathways including the phosphatidylinositol 3-kinase-protein kinase B (PI3K-Akt) pathway, the peroxisome proliferator-activated receptor (PPAR) signaling pathway, and the Ras-related protein 1 (Rap1) signaling pathway. Furthermore, pairs of cis-regulated lncRNAs and protein-coding genes were screened. Among these, 108 lncRNAs were located within 10 kb upstream or downstream of 83 protein-coding genes, and 216 differentially expressed lncRNAs were located within 100 kb upstream or downstream of 289 differentially expressed genes. Finally, a co-expression network of lncRNAs and protein-coding genes was constructed using WGCNA, identifying 18 modules. Among these, the yellow module was associated with the cold stress phenotype. Key lncRNAs within this module, such as MSTRG.8042.2 and MSTRG.8043.2, showed significant associations with core lipid metabolism-related genes. It is speculated that these lncRNAs may serve as key regulatory molecules under cold stress, participating coordinately in the host's cold defense and lipid metabolism regulation. The RT-qPCR results confirmed the reliability of the transcriptome data.【Conclusion】This study identified key lncRNAs including MSTRG.8042.2 and MSTRG.8043.2 that affect cold resistance of hosts under cold stress. The results provide a reference for deciphering the molecular mechanism regulating fat metabolism upon cold stress, and offer a novel perspective for elucidating the cold adaptation mechanism in local pig breeds.

Key words: Tibetan pig, Bama pig, adipocyte, lncRNA, WGCNA