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甘南高寒牦牛和吉仁牦牛背最长肌的整合 ATAC-seq 和 RNA-seq 分析

Integrative ATAC-seq and RNA-seq Analysis of the Longissimus Dorsi Muscle of Gannan Yak and Jeryak.

机构信息

Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730000, China.

出版信息

Int J Mol Sci. 2024 May 30;25(11):6029. doi: 10.3390/ijms25116029.


DOI:10.3390/ijms25116029
PMID:38892214
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11172533/
Abstract

Jeryak is the F1 generation of the cross between Gannan yak and Jersey cattle, which has the advantages of fast growth and high adaptability. The growth and development of skeletal muscle is closely linked to meat production and the quality of meat. However, the molecular regulatory mechanisms of muscle growth differences between Gannan yak and Jeryak analyzed from the perspective of chromatin opening have not been reported. In this study, ATAC-seq was used to analyze the difference of chromatin openness in longissimus muscle of Gannan yak and Jeryak. It was found that chromatin accessibility was more enriched in Jeryak compared to Gannan yak, especially in the range of the transcription start site (TSS) ± 2 kb. GO and KEGG enrichment analysis indicate that differential peak-associated genes are involved in the negative regulation of muscle adaptation and the Hippo signaling pathway. Integration analysis of ATAC-seq and RNA-seq revealed overlapping genes were significantly enriched during skeletal muscle cell differentiation and muscle organ morphogenesis. At the same time, we screened , , and for possible involvement in skeletal muscle development, constructed a genes and transcription factors network map, and found that some transcription factors (TFs), including YY1, KLF4, KLF5 and Bach1, were involved in skeletal muscle development. Overall, we have gained a comprehensive understanding of the key factors that impact skeletal muscle development in various breeds of cattle, providing new insights for future analysis of the molecular regulatory mechanisms involved in muscle growth and development.

摘要

杰雷阿克是甘南高加索牦牛与泽西牛杂交的 F1 代,具有生长速度快、适应性强的优点。骨骼肌肉的生长发育与肉产量和肉质密切相关。然而,从染色质开放的角度分析甘南高加索牦牛和杰雷阿克肌肉生长差异的分子调控机制尚未见报道。本研究利用 ATAC-seq 分析了甘南高加索牦牛和杰雷阿克长肌染色质开放性的差异。结果表明,与甘南高加索牦牛相比,杰雷阿克的染色质可及性更为丰富,尤其是在转录起始位点(TSS)±2kb 范围内。GO 和 KEGG 富集分析表明,差异峰相关基因参与肌肉适应性的负调控和 Hippo 信号通路。ATAC-seq 和 RNA-seq 的整合分析表明,在骨骼肌细胞分化和肌肉器官形态发生过程中,重叠基因显著富集。同时,我们筛选了、、和,以探讨它们可能在骨骼肌肉发育中的作用,构建了基因和转录因子网络图,发现一些转录因子(TFs),如 YY1、KLF4、KLF5 和 Bach1,参与了骨骼肌肉发育。综上所述,本研究全面了解了不同品种牛骨骼肌肉发育的关键因素,为未来分析肌肉生长和发育的分子调控机制提供了新的思路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/0900df0f17b0/ijms-25-06029-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/074d1fda4234/ijms-25-06029-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/ed1fe3ec902d/ijms-25-06029-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/81862ae54a9e/ijms-25-06029-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/26dab01fef81/ijms-25-06029-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/0900df0f17b0/ijms-25-06029-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/074d1fda4234/ijms-25-06029-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/ed1fe3ec902d/ijms-25-06029-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/81862ae54a9e/ijms-25-06029-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/26dab01fef81/ijms-25-06029-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2b6/11172533/0900df0f17b0/ijms-25-06029-g005.jpg

相似文献

[1]
Integrative ATAC-seq and RNA-seq Analysis of the Longissimus Dorsi Muscle of Gannan Yak and Jeryak.

Int J Mol Sci. 2024-5-30

[2]
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[5]
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引用本文的文献

[1]
Current status of transcriptome sequencing technology in ruminants.

Front Vet Sci. 2025-6-26

[2]
Genome-wide chromatin accessibility and selective signals of meat rabbits reveal key Cis-regulatory elements and variants during postnatal development of skeletal muscles in rabbits.

BMC Genomics. 2025-3-25

[3]
The Multifaceted Roles of BACH1 in Disease: Implications for Biological Functions and Therapeutic Applications.

Adv Sci (Weinh). 2025-3

本文引用的文献

[1]
FOXO1 regulates bovine skeletal muscle cells differentiation by targeting MYH3.

Int J Biol Macromol. 2024-3

[2]
KLF4 regulates skeletal muscle development and regeneration by directly targeting P57 and Myomixer.

Cell Death Dis. 2023-9-18

[3]
The Landscape of Accessible Chromatin and Developmental Transcriptome Maps Reveal a Genetic Mechanism of Skeletal Muscle Development in Pigs.

Int J Mol Sci. 2023-3-29

[4]
Effect of Zbed6 Single-Allele Knockout on the Growth and Development of Skeletal Muscle in Mice.

Biology (Basel). 2023-2-17

[5]
Integrated analysis of ATAC-seq and RNA-seq reveals the transcriptional regulation network in SLE.

Int Immunopharmacol. 2023-3

[6]
Loss of CRY2 promotes regenerative myogenesis by enhancing PAX7 expression and satellite cell proliferation.

MedComm (2020). 2023-1-9

[7]
Analysis of Chromatin Openness in Testicle Tissue of Yak and Cattle-Yak.

Int J Mol Sci. 2022-12-13

[8]
New Insight into Muscle-Type Cofilin (CFL2) as an Essential Mediator in Promoting Myogenic Differentiation in Cattle.

Bioengineering (Basel). 2022-11-25

[9]
Transcriptome-Wide Study of mRNAs and lncRNAs Modified by mA RNA Methylation in the Muscle Development of Cattle-Yak.

Cells. 2022-11-17

[10]
Genome-Wide Identification, Evolution, and Expression Pattern Analysis of the Gene Family in Tartary Buckwheat ().

Int J Mol Sci. 2022-10-17

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