ArticleCell proliferation2023
Transcriptional and open chromatin analysis of bovine skeletal muscle development by single-cell sequencing.
Article in Cell proliferation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
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Who cites it
20 citing papers in PubMed, 34 citations in OpenAlex.
- Mesenchymal Stromal Cell-Mediated Intercellular Communication: Mapping the Interactome for Skeletal Muscle Homeostasis and Regeneration.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Integrating single-nucleus RNA sequencing and gene perturbation reveals regulatory networks of intramuscular fat deposition in bovine skeletal muscle.Animal bioscience · 2026Article
- Integrated Single-Nucleus Multi-Omics Atlases Reveal Lineage Plasticity and Regulatory Networks of Luminal Epithelial Cells During Mammary Gland Lactation and Involution.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Deciphering skeletal muscle development: cellular heterogeneity and molecular regulatory networks from single-cell and spatial transcriptomic perspectives.Frontiers in cell and developmental biology · 2026Review
- Screening of Differentially Expressed Genes Related to Growth, Development and Meat Quality Traits of Huanghuai Sheep Based on RNA-Seq Technology.Animals : an open access journal from MDPI · 2025Article
- Unique Sertoli cell adaptations support enhanced spermatogenesis in chickens.Journal of animal science and biotechnology · 2025Article
- Enhanced Media Optimize Bovine Myogenesis in 2D and 3D Models for Cultivated Meat Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- A history of omics discoveries reveals the correlates and mechanisms of loading-induced hypertrophy in adult skeletal muscle. 2024 CaMPS young investigator award invited review.American journal of physiology. Cell physiology · 2025Review
- Article
- Integrative Analysis of ATAC-Seq and RNA-Seq Identifies Key Genes Affecting Muscle Development in Ningxiang Pigs.International journal of molecular sciences · 2025Article
- The Multifaceted Roles of BACH1 in Disease: Implications for Biological Functions and Therapeutic Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Architecture and molecular machinery of skeletal myofibers: a systematic review of the structure-function relationships.Frontiers in cell and developmental biology · 2025Review
- Comparative epigenetics of domestic animals: focusing on DNA accessibility and its impact on gene regulation and traits.Journal of veterinary science · 2025Review
- Integrative genetic and epigenetic control of skeletal muscle fiber traits in agricultural animals.Frontiers in genetics · 2025Review
- Innovative Insights into Single-Cell Technologies and Multi-Omics Integration in Livestock and Poultry.International journal of molecular sciences · 2024Review
- Article
- Building Haplotype-Resolved 3D Genome Maps of Chicken Skeletal Muscle.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Single-Cell Sequencing Technology in Ruminant Livestock: Challenges and Opportunities.Current issues in molecular biology · 2024Review
- A transcriptomic analysis of skeletal muscle tissues reveals promising candidate genes and pathways accountable for different daily weight gain in Hanwoo cattle.Scientific reports · 2024Article
- Transcriptional and open chromatin analysis of bovine skeletal muscle development by single-cell sequencing.Cell proliferation · 2023Article
Corrections and comments
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Authors and funding
17 authors at 3 institutions in 1 country.
Funding
Abstract
Skeletal muscle is a complex heterogeneous tissue and characterizing its cellular heterogeneity and transcriptional and epigenetic signatures are important for understanding the details of its ontogeny. In our study, we applied scRNA-seq and scATAC-seq to investigate the cell types, molecular features, transcriptional and epigenetic regulation, and patterns of developing bovine skeletal muscle from gestational, lactational and adult stages. Detailed molecular analyses were used to dissect cellular heterogeneity, and we deduced the differentiation trajectory of myogenic cells and uncovered their dynamic gene expression profiles. SCENIC analysis was performed to demonstrate key regulons during cell fate decisions. We explored the future expression states of these heterogeneous cells by RNA velocity analysis and found extensive networks of intercellular communication using the toolkit CellChat. Moreover, the transcriptomic and chromatin accessibility modalities were confirmed to be highly concordant, and integrative analysis of chromatin accessibility and gene expression revealed key transcriptional regulators acting during myogenesis. In bovine skeletal muscle, by scRNA-seq and scATAC-seq analysis, different cell types such as adipocytes, endothelial cells, fibroblasts, lymphocytes, monocytes, pericyte cells and eight skeletal myogenic subpopulations were identified at the three developmental stages. The pseudotime trajectory exhibited a distinct sequential ordering for these myogenic subpopulations and eight distinct gene clusters were observed according to their expression pattern. Moreover, specifically expressed TFs (such as MSC, MYF5, MYOD1, FOXP3, ESRRA, BACH1, SIX2 and ATF4) associated with muscle development were predicted, and likely future transcriptional states of individual cells and the developmental dynamics of differentiation among neighbouring cells were predicted. CellChat analysis on the scRNA-seq data set then classified many ligand-receptor pairs among these cell clusters, which were further categorized into significant signalling pathways, including BMP, IGF, WNT, MSTN, ANGPTL, TGFB, TNF, VEGF and FGF. Finally, scRNA-seq and scATAC-seq results were successfully integrated to reveal a series of specifically expressed TFs that are likely to be candidates for the promotion of cell fate transition during bovine skeletal muscle development. Overall, our results outline a single-cell dynamic chromatin/transcriptional landscape for normal bovine skeletal muscle development; these provide an important resource for understanding the structure and function of mammalian skeletal muscle, which will promote research into its biology.
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