State Key Laboratory of Animal Nutrition, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Cells. 2022 Aug 24;11(17):2638. doi: 10.3390/cells11172638.
Intramuscular fat (IMF) deposition is a biological process that has a strong impact on the nutritional and sensorial properties of meat, with relevant consequences on human health. Pork loins determine the effects of marbling on the sensory attributes and meat quality properties, which differ among various pig breeds. This study explores the crosstalk of non-coding RNAs with mRNAs and analyzes the potential pathogenic role of IMF-associated competing endogenous RNA (ceRNA) in IMF tissues, which offer a framework for the functional validation of key/potential genes. A high-throughput whole-genome transcriptome analysis of IMF tissues from longissimus dorsi muscles of Large White (D_JN) and Laiwu (L_JN) pigs resulted in the identification of 283 differentially expressed circRNAs (DECs), including two key circRNAs (circRNA-23437, circRNA-08840) with potential binding sites for multiple miRNAs regulating the whole network. The potential ceRNA mechanism identified the DEC target miRNAs-mRNAs involved in lipid metabolism, fat deposition, meat quality, and metabolic syndrome via the circRNA-miRNA-mRNA network, concluding that ssc-mir-370 is the most important target miRNA shared by both key circRNAs. TGM2, SLC5A6, ECI1, FASN, PER1, SLC25A34, SOD1, and COL5A3 were identified as hub genes through an intensive protein-protein interaction (PPI) network analysis of target genes acquired from the ceRNA regulatory network. Functional enrichments, pathway examinations, and qRT-PCR analyses infer their implications in fat/cholesterol metabolism, insulin secretion, and fatty acid biosynthesis. Here, circRNAs and miRNA sequencing accompanied by computational techniques were performed to analyze their expressions in IMF tissues from the longissimus dorsi muscles of two pig breeds. Their target gene evolutionary trajectories, expression profiling, functional enrichments, subcellular localizations, and structural advances with high-throughput protein modeling, following genomic organizations, will provide new insights into the underlying molecular mechanisms of adipocyte differentiation and IMF deposition and a much-needed qualitative framework for future research to improve meat quality and its role as a biomarker to treat lipid metabolic syndromes.
肌内脂肪(IMF)沉积是一个对肉的营养和感官特性有强烈影响的生物学过程,对人类健康有相关的影响。猪里脊决定了大理石花纹对感官属性和肉质特性的影响,而不同的猪品种之间存在差异。本研究探讨了非编码 RNA 与 mRNAs 的串扰,并分析了 IMF 相关竞争性内源 RNA(ceRNA)在 IMF 组织中的潜在致病作用,为关键/潜在基因的功能验证提供了框架。对大白猪(D_JN)和莱芜猪(L_JN)背最长肌 IMF 组织进行高通量全基因组转录组分析,共鉴定出 283 个差异表达的 circRNA(DECs),包括两个具有潜在结合位点的关键 circRNA(circRNA-23437、circRNA-08840),可调节整个网络的多个 miRNA。通过 circRNA-miRNA-mRNA 网络,识别潜在的 ceRNA 机制,确定了 DEC 靶标 miRNA-mRNAs 参与脂质代谢、脂肪沉积、肉质和代谢综合征,得出 ssc-mir-370 是两个关键 circRNA 共同的最重要靶标 miRNA。通过 ceRNA 调控网络的靶基因获得的 intensive protein-protein interaction(PPI)网络分析,鉴定出 TGM2、SLC5A6、ECI1、FASN、PER1、SLC25A34、SOD1 和 COL5A3 为 hub 基因。功能富集、通路检验和 qRT-PCR 分析推断它们在脂肪/胆固醇代谢、胰岛素分泌和脂肪酸生物合成中的作用。在这里,对来自两个猪品种背最长肌 IMF 组织进行了 circRNA 和 miRNA 测序,并结合计算技术进行分析。它们的靶基因进化轨迹、表达谱、功能富集、亚细胞定位以及基于基因组组织的高通量蛋白质建模的结构进展,将为脂肪细胞分化和 IMF 沉积的潜在分子机制提供新的见解,并为未来提高肉质和作为治疗脂质代谢综合征的生物标志物的研究提供急需的定性框架。