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...

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出版年:Frontiers in Veterinary Science
主要な著者: Yi Lan, Dawei Yan, Xinpeng Li, Chunlu Zhou, Ying Bai, Xinxing Dong
フォーマット: 論文
言語:英語
出版事項: Frontiers Media S.A. 2024-08-01
主題:
オンライン・アクセス:https://www.frontiersin.org/articles/10.3389/fvets.2024.1431248/full
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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.
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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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AT chunluzhou musclegrowthdifferencesinlijiangpigsrevealedbyatacseqmultiomics
AT yingbai musclegrowthdifferencesinlijiangpigsrevealedbyatacseqmultiomics
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