Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics

As one of the largest tissues in the animal body, skeletal muscle plays a pivotal role in the production and quality of pork. Consequently, it is of paramount importance to investigate the growth and developmental processes of skeletal muscle. Lijiang pigs, which naturally have two subtypes, fast-growing and slow-growing, provide an ideal model for such studies by eliminating breed-related influences. In this study, we selected three fast-growing and three slow-growing 6-month-old Lijiang pigs as subjects. We utilized assay for transposase-accessible chromatin with sequencing (ATAC-seq) combined with genomics, RNA sequencing, and proteomics to screen for differentially expressed genes and transcription factors linked to increased longissimus dorsi muscle volume in Lijiang pigs. We identified 126 genes through ATAC-seq, including <i>PPARA</i>, <i>TNRC6B</i>, <i>NEDD1</i>, and <i>FKBP5</i>, that exhibited differential expression patterns during muscle growth. Additionally, we identified 59 transcription factors, including Foxh1, JunB, Mef2 family members (Mef2a/b/c/d), NeuroD1, and TEAD4. By examining open chromatin regions (OCRs) with significant genetic differentiation, genes such as <i>SAV1</i>, <i>CACNA1H</i>, <i>PRKCG</i>, and <i>FGFR4</i> were found. Integrating ATAC-seq with transcriptomics and transcriptomics with proteomics, we identified differences in open chromatin regions, transcription, and protein levels of <i>FKBP5</i> and <i>SCARB2</i> genes in fast-growing and slow-growing Lijiang pigs. Utilizing multi-omics analysis with R packages, we jointed ATAC-seq, transcriptome, and proteome datasets, identifying enriched pathways related to glycogen metabolism and skeletal muscle cell differentiation. We pinpointed genes such as MYF6 and HABP2 that exhibit strong correlations across these diverse data types. This study provides a multi-faceted understanding of the molecular mechanisms that lead to differences in pig muscle fiber growth.

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Publication Details

Journal
Frontiers in Veterinary Science
Published
2024-08-26
DOI
https://doi.org/10.3389/fvets.2024.1431248
Citations
4
Primary Topic
Molecular Biology Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.94
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article

Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics

Xinxing Dong, Lan Yi, Dawei Yan, Ying Bai et al.
4 citations
Frontiers in Veterinary Science
Molecular Biology Techniques and Applications
0.94
article

Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics

Xinxing Dong, Lan Yi, Dawei Yan, Ying Bai, Xinpeng Li, Chunlu Zhou
article en
4 citations

Abstract

As one of the largest tissues in the animal body, skeletal muscle plays a pivotal role in the production and quality of pork. Consequently, it is of paramount importance to investigate the growth and developmental processes of skeletal muscle. Lijiang pigs, which naturally have two subtypes, fast-growing and slow-growing, provide an ideal model for such studies by eliminating breed-related influences. In this study, we selected three fast-growing and three slow-growing 6-month-old Lijiang pigs as subjects. We utilized assay for transposase-accessible chromatin with sequencing (ATAC-seq) combined with genomics, RNA sequencing, and proteomics to screen for differentially expressed genes and transcription factors linked to increased longissimus dorsi muscle volume in Lijiang pigs. We identified 126 genes through ATAC-seq, including <i>PPARA</i>, <i>TNRC6B</i>, <i>NEDD1</i>, and <i>FKBP5</i>, that exhibited differential expression patterns during muscle growth. Additionally, we identified 59 transcription factors, including Foxh1, JunB, Mef2 family members (Mef2a/b/c/d), NeuroD1, and TEAD4. By examining open chromatin regions (OCRs) with significant genetic differentiation, genes such as <i>SAV1</i>, <i>CACNA1H</i>, <i>PRKCG</i>, and <i>FGFR4</i> were found. Integrating ATAC-seq with transcriptomics and transcriptomics with proteomics, we identified differences in open chromatin regions, transcription, and protein levels of <i>FKBP5</i> and <i>SCARB2</i> genes in fast-growing and slow-growing Lijiang pigs. Utilizing multi-omics analysis with R packages, we jointed ATAC-seq, transcriptome, and proteome datasets, identifying enriched pathways related to glycogen metabolism and skeletal muscle cell differentiation. We pinpointed genes such as MYF6 and HABP2 that exhibit strong correlations across these diverse data types. This study provides a multi-faceted understanding of the molecular mechanisms that lead to differences in pig muscle fiber growth.

Frontiers in Veterinary ScienceVol. 11
Hebei University of Engineering (CN), Yunnan Agricultural University (CN)
Openalex Percentile: Top 26%
Molecular Biology Techniques and Applications
0.94
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