Integrative Analysis of Chromatin Accessibility and Transcriptional Landscape Identifies Key Genes During Muscle Development in Pigs

Many efforts have been made to reveal the mechanisms underlying skeletal muscle development because of its importance in animals. However, knowledge on chromatin accessibility, a prerequisite for gene expression, remains limited. Here, dynamic changes in chromatin accessibility were analyzed in the skeletal muscles of Min pigs at the ages of 30, 90, and 210 d using an assay for transposase-accessible chromatin with high-throughput sequencing (ATAC-seq). A total of 16,301 differentially accessible regions (DARs) associated with 7455 genes were identified among three developmental stages. Seven out of eight DARs selected for a functional analysis were found to regulate reporter gene expression significantly (<i>p</i> < 0.05), indicating that DARs are active in gene expression. A total of 2219 differentially expressed genes (DEGs) were identified with RNA sequencing (RNA-seq). Through integrated analyses of ATAC-seq and RNA-seq data, 54 DEG_DAR_genes and 61 transcription factors (TFs) were characterized as critical for muscle development. Among them, Kruppel-like factor 5 (KLF5), targeted to 36 DEG_DAR_genes, was the most important TF. The effects of KLF5 on DEG_DAR_gene expression were then analyzed with molecular biology techniques. KLF5 was found to regulate <i>SLPI</i> (secretory leukocyte proteinase inhibitor) expression by directly binding to the promoter; KLF5 was also involved in <i>APOA1</i> (apolipoprotein A-I) expression through affecting the regulatory role of DAR located in the intron. These results indicate that the TFs identified were functional. Altogether, the chromatin accessibility region, TFs, and genes important for muscle development in Min pigs were identified. The results provide novel data for further revealing the mechanisms underlying the epigenetic regulation of muscle development.

Authors

Institutions

Publication Details

Journal
Cells
Published
2024-12-20
DOI
https://doi.org/10.3390/cells13242118
Citations
2
Primary Topic
Muscle Physiology and Disorders
Type
article
Field-Weighted Citation Impact
0.47

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrative Analysis of Chromatin Accessibility and Transcriptional Landscape Identifies Key Genes During Muscle Development in Pigs

Xiuqin Yang, Dongjie Zhang, Di Liu, Qian Zhang et al.
2 citations
Cells
Muscle Physiology and Disorders
0.47
article

Integrative Analysis of Chromatin Accessibility and Transcriptional Landscape Identifies Key Genes During Muscle Development in Pigs

Xiuqin Yang, Dongjie Zhang, Di Liu, Qian Zhang, Xiaohan Zhang, Liang Wang, Xiaoxu Wu
article en
2 citations

Abstract

Many efforts have been made to reveal the mechanisms underlying skeletal muscle development because of its importance in animals. However, knowledge on chromatin accessibility, a prerequisite for gene expression, remains limited. Here, dynamic changes in chromatin accessibility were analyzed in the skeletal muscles of Min pigs at the ages of 30, 90, and 210 d using an assay for transposase-accessible chromatin with high-throughput sequencing (ATAC-seq). A total of 16,301 differentially accessible regions (DARs) associated with 7455 genes were identified among three developmental stages. Seven out of eight DARs selected for a functional analysis were found to regulate reporter gene expression significantly (<i>p</i> < 0.05), indicating that DARs are active in gene expression. A total of 2219 differentially expressed genes (DEGs) were identified with RNA sequencing (RNA-seq). Through integrated analyses of ATAC-seq and RNA-seq data, 54 DEG_DAR_genes and 61 transcription factors (TFs) were characterized as critical for muscle development. Among them, Kruppel-like factor 5 (KLF5), targeted to 36 DEG_DAR_genes, was the most important TF. The effects of KLF5 on DEG_DAR_gene expression were then analyzed with molecular biology techniques. KLF5 was found to regulate <i>SLPI</i> (secretory leukocyte proteinase inhibitor) expression by directly binding to the promoter; KLF5 was also involved in <i>APOA1</i> (apolipoprotein A-I) expression through affecting the regulatory role of DAR located in the intron. These results indicate that the TFs identified were functional. Altogether, the chromatin accessibility region, TFs, and genes important for muscle development in Min pigs were identified. The results provide novel data for further revealing the mechanisms underlying the epigenetic regulation of muscle development.

CellsVol. 13(24)
Northeast Agricultural University (CN), Animal Science Research Institute (CN)
Key Research and Development Program of Heilongjiang, National Natural Science Foundation of China
Openalex Percentile: Top 33%
Muscle Physiology and Disorders
0.47
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.