Exploration of non-coding RNAs related to intramuscular fat deposition in Xinjiang Brown cattle and Angus × Wagyu cattle

Non-coding RNAs (ncRNAs) serve as crucial regulatory elements in the process of adipogenesis in animals; however, the specific roles and interrelationships of ncRNAs in bovine fat deposition remain poorly understood. This study aims to investigate the differentially expressed ncRNAs in the longissimus dorsi muscle of Xinjiang Brown cattle (XB) and Angus <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mo>×</mml:mo></mml:math> Wagyu cattle (AW), to elucidate the regulatory mechanisms underlying lipidogenesis that may involve ncRNAs. Four Xinjiang Brown cattle and four Angus <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mo>×</mml:mo></mml:math> Wagyu cattle were selected, ensuring they are subjected to identical feeding conditions, in order to evaluate the intermuscular fat (IMF) of longissimus dorsi muscles. The fat content of muscle tissue was quantified using the Soxhlet extraction method, revealing that the fat levels in the AW group were significantly elevated compared to those in the XB group. Taking muscle samples for paraffin sectioning and observing their morphology, it was found that the fat richness of the AW group was significantly higher than that of the XB group. Utilizing high-throughput RNA sequencing technology, we conducted an extensive transcriptomic analysis of longissimus dorsi muscles of XB and AW to identify significant ncRNAs implicated in fat metabolism and adipogenesis. The miRNA analysis yielded between 109,343,831 117,258,570 clean reads, whereas the lncRNA and circRNA analyses produced between 81,607,756 102,917,174 clean reads. Subsequent analysis revealed the identification of 53 differentially expressed miRNAs, 176 differentially expressed lncRNAs, and 234 differentially expressed circRNAs. KEGG enrichment analysis revealed that the target genes of differentially expressed miRNAs, lncRNAs, and circRNAs are significantly enriched in 2, 17, and 22 distinct pathways, respectively. The pathways associated with the differential enrichment of miRNA target genes involve processes such as phosphorylation and protein modification. Concurrently, the pathways linked to the varying enrichment of lncRNA target genes encompass G protein-coupled receptor signaling, regulation of cell death and apoptosis, activities related to GTPase activation, and functions governing nucleotide triphosphatases, among others. The circRNA exhibiting differential expression are significantly enriched in a variety of biological processes, including signal transduction, nucleic acid synthesis, cellular architecture, GTPase activation, and phosphatase activities, among others. The analysis of the ncRNA interaction network suggests that AGBL1, THRB, and S100A13 may play pivotal roles in the formation and adipogenic differentiation of adipocytes. In conclusion, we conducted a comprehensive analysis and discussion of the complete transcriptome of intermuscular fat tissue from the longissimus dorsi muscles in Xinjiang Brown cattle and Angus <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mo>×</mml:mo></mml:math> Wagyu cattle. This study provides a theoretical foundation for enhancing our understanding of the molecular mechanisms underlying fat metabolism and deposition in beef cattle.

Authors

Institutions

Publication Details

Journal
BMC Genomics
Published
2025-03-14
DOI
https://doi.org/10.1186/s12864-025-11453-9
Citations
3
Primary Topic
Cancer-related molecular mechanisms research
Type
article
Field-Weighted Citation Impact
2.81
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exploration of non-coding RNAs related to intramuscular fat deposition in Xinjiang Brown cattle and Angus × Wagyu cattle

Liang Yang, Wanping Ren, Yiran Wang, Xinyu Zhang et al.
3 citations
BMC Genomics
Cancer-related molecular mechanisms research
2.81
article

Exploration of non-coding RNAs related to intramuscular fat deposition in Xinjiang Brown cattle and Angus × Wagyu cattle

Liang Yang, Wanping Ren, Yiran Wang, Xinyu Zhang, Wei Shao, Fengming Li, Yuxin Zhou, Yu Gao, Kangyu Yao, Min Yang
article en
3 citations

Abstract

Non-coding RNAs (ncRNAs) serve as crucial regulatory elements in the process of adipogenesis in animals; however, the specific roles and interrelationships of ncRNAs in bovine fat deposition remain poorly understood. This study aims to investigate the differentially expressed ncRNAs in the longissimus dorsi muscle of Xinjiang Brown cattle (XB) and Angus <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mo>×</mml:mo></mml:math> Wagyu cattle (AW), to elucidate the regulatory mechanisms underlying lipidogenesis that may involve ncRNAs. Four Xinjiang Brown cattle and four Angus <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mo>×</mml:mo></mml:math> Wagyu cattle were selected, ensuring they are subjected to identical feeding conditions, in order to evaluate the intermuscular fat (IMF) of longissimus dorsi muscles. The fat content of muscle tissue was quantified using the Soxhlet extraction method, revealing that the fat levels in the AW group were significantly elevated compared to those in the XB group. Taking muscle samples for paraffin sectioning and observing their morphology, it was found that the fat richness of the AW group was significantly higher than that of the XB group. Utilizing high-throughput RNA sequencing technology, we conducted an extensive transcriptomic analysis of longissimus dorsi muscles of XB and AW to identify significant ncRNAs implicated in fat metabolism and adipogenesis. The miRNA analysis yielded between 109,343,831 117,258,570 clean reads, whereas the lncRNA and circRNA analyses produced between 81,607,756 102,917,174 clean reads. Subsequent analysis revealed the identification of 53 differentially expressed miRNAs, 176 differentially expressed lncRNAs, and 234 differentially expressed circRNAs. KEGG enrichment analysis revealed that the target genes of differentially expressed miRNAs, lncRNAs, and circRNAs are significantly enriched in 2, 17, and 22 distinct pathways, respectively. The pathways associated with the differential enrichment of miRNA target genes involve processes such as phosphorylation and protein modification. Concurrently, the pathways linked to the varying enrichment of lncRNA target genes encompass G protein-coupled receptor signaling, regulation of cell death and apoptosis, activities related to GTPase activation, and functions governing nucleotide triphosphatases, among others. The circRNA exhibiting differential expression are significantly enriched in a variety of biological processes, including signal transduction, nucleic acid synthesis, cellular architecture, GTPase activation, and phosphatase activities, among others. The analysis of the ncRNA interaction network suggests that AGBL1, THRB, and S100A13 may play pivotal roles in the formation and adipogenic differentiation of adipocytes. In conclusion, we conducted a comprehensive analysis and discussion of the complete transcriptome of intermuscular fat tissue from the longissimus dorsi muscles in Xinjiang Brown cattle and Angus <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mo>×</mml:mo></mml:math> Wagyu cattle. This study provides a theoretical foundation for enhancing our understanding of the molecular mechanisms underlying fat metabolism and deposition in beef cattle.

BMC GenomicsVol. 26(1)
Xinjiang Agricultural University (CN)
Zero hunger
Openalex Percentile: Top 11%
Cancer-related molecular mechanisms research
2.81
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.