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-gr...
| 出版年: | Frontiers in Veterinary Science |
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| 主要な著者: | , , , , , |
| フォーマット: | 論文 |
| 言語: | 英語 |
| 出版事項: |
Frontiers Media S.A.
2024-08-01
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| 主題: | |
| オンライン・アクセス: | https://www.frontiersin.org/articles/10.3389/fvets.2024.1431248/full |
| _version_ | 1850047889610375168 |
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| author | Yi Lan Dawei Yan Xinpeng Li Chunlu Zhou Ying Bai Xinxing Dong |
| author_facet | Yi Lan Dawei Yan Xinpeng Li Chunlu Zhou Ying Bai Xinxing Dong |
| author_sort | Yi Lan |
| collection | DOAJ |
| container_title | Frontiers in Veterinary Science |
| description | 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 PPARA, TNRC6B, NEDD1, and FKBP5, 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 SAV1, CACNA1H, PRKCG, and FGFR4 were found. Integrating ATAC-seq with transcriptomics and transcriptomics with proteomics, we identified differences in open chromatin regions, transcription, and protein levels of FKBP5 and SCARB2 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. |
| format | Article |
| id | doaj-art-b2044d4de1cc4e92bc67cd253b4bf860 |
| institution | Directory of Open Access Journals |
| issn | 2297-1769 |
| language | English |
| publishDate | 2024-08-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| spelling | doaj-art-b2044d4de1cc4e92bc67cd253b4bf8602025-08-20T00:28:12ZengFrontiers Media S.A.Frontiers in Veterinary Science2297-17692024-08-011110.3389/fvets.2024.14312481431248Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omicsYi Lan0Dawei Yan1Xinpeng Li2Chunlu Zhou3Ying Bai4Xinxing Dong5College of Animal Science and Technology, Yunnan Agricultural University, Kunming, ChinaCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming, ChinaCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming, ChinaCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming, ChinaSchool of Life Sciences and Food Engineering, Hebei University of Engineering, Handan, Hebei, ChinaCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming, ChinaAs 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 PPARA, TNRC6B, NEDD1, and FKBP5, 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 SAV1, CACNA1H, PRKCG, and FGFR4 were found. Integrating ATAC-seq with transcriptomics and transcriptomics with proteomics, we identified differences in open chromatin regions, transcription, and protein levels of FKBP5 and SCARB2 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.https://www.frontiersin.org/articles/10.3389/fvets.2024.1431248/fullATAC-seqmulti-omicsgrowthmuscleLijiang pigs |
| spellingShingle | Yi Lan Dawei Yan Xinpeng Li Chunlu Zhou Ying Bai Xinxing Dong Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics ATAC-seq multi-omics growth muscle Lijiang pigs |
| title | Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics |
| title_full | Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics |
| title_fullStr | Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics |
| title_full_unstemmed | Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics |
| title_short | Muscle growth differences in Lijiang pigs revealed by ATAC-seq multi-omics |
| title_sort | muscle growth differences in lijiang pigs revealed by atac seq multi omics |
| topic | ATAC-seq multi-omics growth muscle Lijiang pigs |
| url | https://www.frontiersin.org/articles/10.3389/fvets.2024.1431248/full |
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