• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

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。

Integration of ATAC-Seq and RNA-Seq Analysis to Identify Key Genes in the Longissimus Dorsi Muscle Development of the Tianzhu White Yak.

机构信息

Gansu Key Laboratory of Herbivorous Animal Biotechnology, College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China.

出版信息

Int J Mol Sci. 2023 Dec 21;25(1):158. doi: 10.3390/ijms25010158.

DOI:10.3390/ijms25010158
PMID:38203329
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10779322/
Abstract

During the postnatal stages, skeletal muscle development undergoes a series of meticulously regulated alterations in gene expression. However, limited studies have employed chromatin accessibility to unravel the underlying molecular mechanisms governing muscle development in yak species. Therefore, we conducted an analysis of both gene expression levels and chromatin accessibility to comprehensively characterize the dynamic genome-wide chromatin accessibility during muscle growth and development in the Tianzhu white yak, thereby elucidating the features of accessible chromatin regions throughout this process. Initially, we compared the differences in chromatin accessibility between two groups and observed that calves exhibited higher levels of chromatin accessibility compared to adult cattle, particularly within ±2 kb of the transcription start site (TSS). In order to investigate the correlation between alterations in chromatin accessible regions and variations in gene expression levels, we employed a combination of ATAC-seq and RNA-seq techniques, leading to the identification of 18 central transcriptional factors (TFs) and 110 key genes with significant effects. Through further analysis, we successfully identified several TFs, including Sp1, YY1, MyoG, MEF2A and MEF2C, as well as a number of candidate genes (, , and ) which may be closely associated with muscle growth and development. Moreover, we constructed an interactive network program encompassing hub TFs and key genes related to muscle growth and development. This innovative approach provided valuable insights into the molecular mechanism underlying skeletal muscle development in the postnatal stages of Tianzhu white yaks while also establishing a solid theoretical foundation for future research on yak muscle development.

摘要

在出生后阶段,骨骼肌发育经历一系列精细调节的基因表达变化。然而,很少有研究利用染色质可及性来揭示控制牦牛物种肌肉发育的潜在分子机制。因此,我们进行了基因表达水平和染色质可及性分析,以全面描述天祝白牦牛肌肉生长和发育过程中全基因组染色质可及性的动态变化,从而阐明整个过程中可及染色质区域的特征。最初,我们比较了两组之间染色质可及性的差异,发现小牛的染色质可及性水平高于成年牛,特别是在转录起始位点(TSS)±2 kb 内。为了研究染色质可及区域的变化与基因表达水平变化之间的相关性,我们采用了 ATAC-seq 和 RNA-seq 技术的组合,鉴定出 18 个核心转录因子(TFs)和 110 个具有显著影响的关键基因。通过进一步分析,我们成功鉴定了几个 TF,包括 Sp1、YY1、MyoG、MEF2A 和 MEF2C,以及一些候选基因(、、和),它们可能与肌肉生长和发育密切相关。此外,我们构建了一个包含与肌肉生长和发育相关的枢纽 TF 和关键基因的交互式网络程序。这种创新方法为天祝白牦牛出生后阶段骨骼肌发育的分子机制提供了有价值的见解,为未来的牦牛肌肉发育研究奠定了坚实的理论基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/1a04862d1289/ijms-25-00158-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/53de9de12449/ijms-25-00158-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/3df44c84cc8d/ijms-25-00158-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/f88f3181a43a/ijms-25-00158-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/af7a4d89a9b2/ijms-25-00158-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/6a2ca03da3c8/ijms-25-00158-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/1a04862d1289/ijms-25-00158-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/53de9de12449/ijms-25-00158-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/3df44c84cc8d/ijms-25-00158-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/f88f3181a43a/ijms-25-00158-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/af7a4d89a9b2/ijms-25-00158-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/6a2ca03da3c8/ijms-25-00158-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/600f/10779322/1a04862d1289/ijms-25-00158-g006.jpg

相似文献

1
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.
2
Integrative ATAC-seq and RNA-seq Analysis of the Longissimus Dorsi Muscle of Gannan Yak and Jeryak.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
Int J Mol Sci. 2024 May 30;25(11):6029. doi: 10.3390/ijms25116029.
3
Long-stranded non-coding RNAs temporal-specific expression profiles reveal longissimus dorsi muscle development and intramuscular fat deposition in Tianzhu white yak.长链非编码 RNA 的时间特异性表达谱揭示了天祝白牦牛背最长肌的发育和肌内脂肪沉积。
J Anim Sci. 2023 Jan 3;101. doi: 10.1093/jas/skad394.
4
Identification of differentially expressed genes at different post-natal development stages of longissimus dorsi muscle in Tianzhu white yak.天祝白牦牛背最长肌不同出生后发育阶段差异表达基因的鉴定
Gene. 2022 May 20;823:146356. doi: 10.1016/j.gene.2022.146356. Epub 2022 Feb 25.
5
The Landscape of Accessible Chromatin during Yak Adipocyte Differentiation.牦牛脂肪细胞分化过程中可及染色质的景观。
Int J Mol Sci. 2022 Sep 1;23(17):9960. doi: 10.3390/ijms23179960.
6
microRNA Temporal-Specific Expression Profiles Reveal longissimus dorsi Muscle Development in Tianzhu White Yak.miRNA 时间特异性表达谱揭示了天祝白牦牛背最长肌的发育
Int J Mol Sci. 2024 Sep 21;25(18):10151. doi: 10.3390/ijms251810151.
7
Comparative Transcriptome Analysis of mRNA and miRNA during the Development of Longissimus Dorsi Muscle of Gannan Yak and Tianzhu White Yak.甘南牦牛与天祝白牦牛背最长肌发育过程中mRNA和miRNA的比较转录组分析
Animals (Basel). 2024 Aug 5;14(15):2278. doi: 10.3390/ani14152278.
8
Genome-Wide Analysis of Yeast Metabolic Cycle through Metabolic Network Models Reveals Superiority of Integrated ATAC-seq Data over RNA-seq Data.通过代谢网络模型对酵母代谢周期进行全基因组分析,揭示了整合 ATAC-seq 数据优于 RNA-seq 数据。
mSystems. 2022 Jun 28;7(3):e0134721. doi: 10.1128/msystems.01347-21. Epub 2022 Jun 13.
9
Integrated analysis of ATAC-seq and RNA-seq reveals the transcriptional regulation network in SLE.整合 ATAC-seq 和 RNA-seq 分析揭示了 SLE 中的转录调控网络。
Int Immunopharmacol. 2023 Mar;116:109803. doi: 10.1016/j.intimp.2023.109803. Epub 2023 Feb 2.
10
The landscape of chromatin accessibility in skeletal muscle during embryonic development in pigs.猪胚胎发育过程中骨骼肌染色质可及性的情况
J Anim Sci Biotechnol. 2021 May 3;12(1):56. doi: 10.1186/s40104-021-00577-z.

引用本文的文献

1
Cortisol-Induced Chromatin Remodeling and Gene Expression in Skeletal Muscle of Rainbow Trout: Integrative ATAC-Seq and RNA-Seq Analysis.皮质醇诱导虹鳟骨骼肌染色质重塑和基因表达:整合ATAC-Seq和RNA-Seq分析
Int J Mol Sci. 2025 Jun 25;26(13):6079. doi: 10.3390/ijms26136079.
2
Current status of transcriptome sequencing technology in ruminants.反刍动物转录组测序技术的现状
Front Vet Sci. 2025 Jun 26;12:1558799. doi: 10.3389/fvets.2025.1558799. eCollection 2025.
3
Integrative genetic and epigenetic control of skeletal muscle fiber traits in agricultural animals.

本文引用的文献

1
TAZ stimulates exercise-induced muscle satellite cell activation via Pard3-p38 MAPK-TAZ signalling axis.TAZ 通过 Pard3-p38 MAPK-TAZ 信号轴刺激运动诱导的肌肉卫星细胞激活。
J Cachexia Sarcopenia Muscle. 2023 Dec;14(6):2733-2746. doi: 10.1002/jcsm.13348. Epub 2023 Nov 3.
2
Early Growth and Development and Nonlinear Model Fitting Analysis of Ashidan Yak.阿什旦牦牛早期生长发育及非线性模型拟合分析
Animals (Basel). 2023 May 5;13(9):1545. doi: 10.3390/ani13091545.
3
The Landscape of Accessible Chromatin and Developmental Transcriptome Maps Reveal a Genetic Mechanism of Skeletal Muscle Development in Pigs.
农业动物骨骼肌纤维性状的综合遗传与表观遗传控制
Front Genet. 2025 May 2;16:1566553. doi: 10.3389/fgene.2025.1566553. eCollection 2025.
4
Integrative Analysis of ATAC-Seq and RNA-Seq Identifies Key Genes Affecting Muscle Development in Ningxiang Pigs.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。
Int J Mol Sci. 2025 Mar 14;26(6):2634. doi: 10.3390/ijms26062634.
5
Comparative epigenetics of domestic animals: focusing on DNA accessibility and its impact on gene regulation and traits.家畜的比较表观遗传学:聚焦于DNA可及性及其对基因调控和性状的影响。
J Vet Sci. 2025 Jan;26(1):e9. doi: 10.4142/jvs.24259.
6
Integration of ATAC-Seq and RNA-Seq Reveals VDR-SELENBP1 Axis Promotes Adipogenesis of Porcine Intramuscular Preadipocytes.ATAC-Seq与RNA-Seq整合揭示VDR-SELENBP1轴促进猪肌内前体脂肪细胞的脂肪生成
Int J Mol Sci. 2024 Nov 22;25(23):12528. doi: 10.3390/ijms252312528.
可及染色质和发育转录组图谱全景揭示了猪骨骼肌发育的遗传机制。
Int J Mol Sci. 2023 Mar 29;24(7):6413. doi: 10.3390/ijms24076413.
4
Integrative single-cell RNA-seq and ATAC-seq analysis of myogenic differentiation in pig.猪肌肉分化的整合单细胞 RNA-seq 和 ATAC-seq 分析。
BMC Biol. 2023 Feb 1;21(1):19. doi: 10.1186/s12915-023-01519-z.
5
Analysis of Chromatin Openness in Testicle Tissue of Yak and Cattle-Yak.牦牛和犏牛睾丸组织染色质开放性分析。
Int J Mol Sci. 2022 Dec 13;23(24):15810. doi: 10.3390/ijms232415810.
6
Roles of MEF2A and MyoG in the transcriptional regulation of bovine LATS2 gene.MEF2A 和 MyoG 在牛 LATS2 基因转录调控中的作用。
Res Vet Sci. 2022 Dec 20;152:417-426. doi: 10.1016/j.rvsc.2022.08.030. Epub 2022 Sep 5.
7
The Landscape of Accessible Chromatin during Yak Adipocyte Differentiation.牦牛脂肪细胞分化过程中可及染色质的景观。
Int J Mol Sci. 2022 Sep 1;23(17):9960. doi: 10.3390/ijms23179960.
8
Integration of RNA-seq and ATAC-seq identifies muscle-regulated hub genes in cattle.RNA测序和转座酶可及染色质测序的整合鉴定出牛中肌肉调节的枢纽基因。
Front Vet Sci. 2022 Aug 11;9:925590. doi: 10.3389/fvets.2022.925590. eCollection 2022.
9
Transcription factor Sp1 regulates mitotic chromosome assembly and segregation.转录因子 Sp1 调控有丝分裂染色体的组装和分离。
Chromosoma. 2022 Sep;131(3):175-191. doi: 10.1007/s00412-022-00778-z. Epub 2022 Aug 2.
10
Regulatory Role of N6-Methyladenosine in Longissimus Dorsi Development in Yak.N6-甲基腺嘌呤在牦牛背最长肌发育中的调控作用
Front Vet Sci. 2022 Apr 13;9:757115. doi: 10.3389/fvets.2022.757115. eCollection 2022.