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Candidate gene screening for lipid deposition using combined transcriptomic and proteomic data from Nanyang black pigs

机译:南阳黑猪组合转录组和蛋白质组学数据筛选脂沉积的候选基因筛选

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Lower selection intensities in indigenous breeds of Chinese pig have resulted in obvious genetic and phenotypic divergence. One such breed, the Nanyang black pig, is renowned for its high lipid deposition and high genetic divergence, making it an ideal model in which to investigate lipid position trait mechanisms in pigs. An understanding of lipid deposition in pigs might improve pig meat traits in future breeding and promote the selection progress of pigs through modern molecular breeding techniques. Here, transcriptome and tandem mass tag-based quantitative proteome (TMT)-based proteome analyses were carried out using longissimus dorsi (LD) tissues from individual Nanyang black pigs that showed high levels of genetic variation. A large population of Nanyang black pigs was phenotyped using multi-production trait indexes, and six pigs were selected and divided into relatively high and low lipid deposition groups. The combined transcriptomic and proteomic data identified 15 candidate genes that determine lipid deposition genetic divergence. Among them, FASN, CAT, and SLC25A20 were the main causal candidate genes. The other genes could be divided into lipid deposition-related genes (BDH2, FASN, CAT, DHCR24, ACACA, GK, SQLE, ACSL4, and SCD), PPARA-centered fat metabolism regulatory factors (PPARA, UCP3), transcription or translation regulators (SLC25A20, PDK4, CEBPA), as well as integrin, structural proteins, and signal transduction-related genes (EGFR). This multi-omics data set has provided a valuable resource for future analysis of lipid deposition traits, which might improve pig meat traits in future breeding and promote the selection progress in pigs, especially in Nanyang black pigs.
机译:中国猪土着品种的较低选择强度导致了明显的遗传和表型分歧。一种这样的品种是南阳黑猪,以其高脂质沉积和高遗传分歧而闻名,使其成为猪脂质定位性状机制的理想模型。对猪的脂质沉积的理解可能改善未来育种中的猪肉特征,并通过现代分子育种技术促进猪的选择进展。这里,使用来自个体南阳黑猪的长碱二疱疹(LD)组织进行了转录组和基于串联标签的定量蛋白质组(TMT)的蛋白质组分析,该组织显示出高水平的遗传变异。使用多生产特质指标的大量南阳黑猪是表型,并选择了六只猪并分成相对高,脂质沉积基团。组合的转录组和蛋白质组学数据确定了15个确定脂质沉积遗传发散的候选基因。其中,FasN,Cat和SLC25A20是主要因果候选基因。其他基因可分为脂质沉积相关基因(BDH2,FASN,CAT,DHCR24,ACACA,GK,SQLE,ACSL4和SCD),PPARA中心脂肪代谢调节因子(PPARA,UCP3),转录或翻译调节剂(SLC25A20,PDK4,CEBPA),以及整联蛋白,结构蛋白和信号转导相关基因(EGFR)。这种多OMICS数据集提供了有价值的资源,用于将来的脂质沉积性状分析,这可能改善未来育种中的猪肉特征,促进猪的选择进展,特别是在南阳黑猪中。

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