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ATAC-Seq和RNA-Seq的综合分析鉴定出影响宁乡猪肌肉发育的关键基因。

Integrative Analysis of ATAC-Seq and RNA-Seq Identifies Key Genes Affecting Muscle Development in Ningxiang Pigs.

作者信息

Tan Wenhua, Liu Chenxi, Liu Juan, Wen Sheng, Chen Yantong, Ren Ruimin, Gao Ning, Ding Xiaoling, He Jun, Zhang Yuebo

机构信息

Key Laboratory of Livestock and Poultry Resources (Pig) Evaluation and Utilization, Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, Hunan Agricultural University, Changsha 410128, China.

Yuelushan Laboratory, Changsha 410128, China.

出版信息

Int J Mol Sci. 2025 Mar 14;26(6):2634. doi: 10.3390/ijms26062634.

DOI:10.3390/ijms26062634
PMID:40141276
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11941884/
Abstract

Meat production traits in pigs are critical economic characteristics, primarily influenced by the formation and development of skeletal muscle. Skeletal muscle development is regulated by a complex transcriptional network, which partly relies on chromatin accessibility for initiation. Ningxiang pigs, a renowned Chinese indigenous breed, are highly valued for their tender meat. However, studies focusing on skeletal muscle development in Ningxiang pigs, particularly from the perspective of chromatin accessibility, have not yet been reported. Based on this, the present study selected several key time points in the skeletal muscle development of Ningxiang pigs to perform Transposase-Accessible Chromatin Sequencing (ATAC-seq) and RNA sequencing (RNA-seq). This was carried out to identify key open chromatin regions and genes during different growth stages, which could influence skeletal muscle development in Ningxiang pigs. We collected longissimus dorsi muscle samples at postnatal days 14 (D14), 28 (D28), 85 (D85), 165 (D165), and 250 (D250). For each age, three individuals were collected for ATAC-seq and RNA-seq. After initial differential analysis among different ages, we identified 6412 differentially accessible chromatin peaks and 1464 differentially expressed genes. To clarify the key candidate transcription factors affecting the development of skeletal muscle in Ningxiang pigs, motif analysis of differential peaks revealed potential cis-regulatory elements with binding sites for transcription factors, including and . Correlation analysis identified 56 overlapping genes and a significant positive correlation (r = 0.73, = 1 × 10) between gene expression and chromatin accessibility. Key candidate genes such as , closely related to skeletal muscle development, were specifically examined. These results enhance our understanding of the genetic and epigenetic regulatory mechanisms of porcine skeletal muscle development, providing a robust foundation for future molecular studies.

摘要

猪的肉用生产性状是关键的经济特征,主要受骨骼肌的形成和发育影响。骨骼肌发育由一个复杂的转录网络调控,该网络部分依赖于染色质可及性来启动。宁乡猪是中国著名的本土品种,以其肉质鲜嫩而备受重视。然而,尚未有针对宁乡猪骨骼肌发育,特别是从染色质可及性角度进行的研究报道。基于此,本研究选取了宁乡猪骨骼肌发育的几个关键时间点进行转座酶可及染色质测序(ATAC-seq)和RNA测序(RNA-seq)。这样做是为了确定不同生长阶段影响宁乡猪骨骼肌发育的关键开放染色质区域和基因。我们在出生后第14天(D14)、28天(D28)、85天(D85)、165天(D165)和250天(D250)采集背最长肌样本。对于每个年龄段,采集三只个体进行ATAC-seq和RNA-seq。在对不同年龄进行初步差异分析后,我们鉴定出6412个差异可及染色质峰和1464个差异表达基因。为了阐明影响宁乡猪骨骼肌发育的关键候选转录因子,对差异峰进行基序分析,揭示了具有转录因子结合位点的潜在顺式调控元件,包括 和 。相关性分析确定了56个重叠基因,并且基因表达与染色质可及性之间存在显著正相关(r = 0.73, = 1 × 10)。对与骨骼肌发育密切相关的关键候选基因如 进行了专门研究。这些结果加深了我们对猪骨骼肌发育的遗传和表观遗传调控机制的理解,为未来的分子研究提供了坚实的基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/10d2afbe3fb1/ijms-26-02634-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/b437621a8d15/ijms-26-02634-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/285f6061ecdc/ijms-26-02634-g009.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/b437621a8d15/ijms-26-02634-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/f9c9319210ba/ijms-26-02634-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/1831f186296d/ijms-26-02634-g003.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/b4c2996bdd0f/ijms-26-02634-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/285f6061ecdc/ijms-26-02634-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/14a0/11941884/10d2afbe3fb1/ijms-26-02634-g010.jpg

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本文引用的文献

1
FHL3 gene regulates bovine skeletal muscle cell growth through the PI3K/Akt/mTOR signaling pathway.FHL3基因通过PI3K/Akt/mTOR信号通路调节牛骨骼肌细胞生长。
Comp Biochem Physiol Part D Genomics Proteomics. 2024 Dec;52:101356. doi: 10.1016/j.cbd.2024.101356. Epub 2024 Nov 7.
2
Identification of novel transcription factors regulated by H3K27 acetylation in myogenic differentiation of porcine skeletal muscle satellite cells.鉴定 H3K27 乙酰化调控的在猪骨骼肌卫星细胞成肌分化过程中的新型转录因子。
FASEB J. 2024 Nov 15;38(21):e70144. doi: 10.1096/fj.202401285RR.
3
N-Methyladenosine RNA Modification Regulates the Differential Muscle Development in Large White and Ningxiang Pigs.
N6-甲基腺苷 RNA 修饰调控大白猪和宁乡猪肌肉发育的差异。
Cells. 2024 Oct 21;13(20):1744. doi: 10.3390/cells13201744.
4
Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics.通过ATAC-seq多组学揭示丽江猪的肌肉生长差异
Front Vet Sci. 2024 Aug 26;11:1431248. doi: 10.3389/fvets.2024.1431248. eCollection 2024.
5
The Hox-based positional memory in muscle stem cells.基于同源盒的肌肉干细胞位置记忆。
J Biochem. 2024 Sep 30;176(4):277-283. doi: 10.1093/jb/mvae059.
6
Transcriptomic and epigenomic landscapes of muscle growth during the postnatal period of broilers.肉鸡出生后肌肉生长的转录组学和表观基因组学图谱
J Anim Sci Biotechnol. 2024 Jul 4;15(1):91. doi: 10.1186/s40104-024-01049-w.
7
Integrated analysis of muscle transcriptome, miRNA, and proteome of Chinese indigenous breed Ningxiang pig in three developmental stages.中国本土品种宁乡猪三个发育阶段肌肉转录组、miRNA和蛋白质组的综合分析
Front Genet. 2024 May 14;15:1393834. doi: 10.3389/fgene.2024.1393834. eCollection 2024.
8
Integration of ATAC-Seq and RNA-Seq Analysis to Identify Key Genes in the Longissimus Dorsi Muscle Development of the Tianzhu White Yak.整合 ATAC-Seq 和 RNA-Seq 分析鉴定天祝白牦牛背最长肌发育的关键基因。
Int J Mol Sci. 2023 Dec 21;25(1):158. doi: 10.3390/ijms25010158.
9
MYH1G-AS is a chromatin-associated lncRNA that regulates skeletal muscle development in chicken.MYH1G-AS 是一种与染色质相关的 lncRNA,可调节鸡的骨骼肌发育。
Cell Mol Biol Lett. 2024 Jan 4;29(1):9. doi: 10.1186/s11658-023-00525-x.
10
ATF3 induction prevents precocious activation of skeletal muscle stem cell by regulating H2B expression.ATF3 诱导通过调节 H2B 表达来防止骨骼肌干细胞过早激活。
Nat Commun. 2023 Aug 17;14(1):4978. doi: 10.1038/s41467-023-40465-w.