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Identification and Functional Prediction of Long Intergenic Non-coding RNAs Related to Subcutaneous Adipose Development in Pigs

机译:猪皮下脂肪发育相关的长基因间非编码RNA的鉴定和功能预测

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摘要

An increasing number of studies have shown that long intergenic non-coding RNAs (lincRNAs) are a very important class of non-coding RNAs that plays a vital role in many biological processes. Adipose tissue is an important place for storing energy, but few studies on lincRNAs were related to pig subcutaneous fat development. Here, we used published RNA-seq data from subcutaneous adipose tissue of Italian Large White pigs and identified 252 putative lincRNAs, wherein 34 were unannotated. These lincRNAs had relatively shorter length, lower number of exons, and lower expression level compared with protein-coding transcripts. Gene ontology and pathway analysis indicated that the adjacent genes of lincRNAs were involved in lipid metabolism. In addition, differentially expressed lincRNAs (DELs) between low and high backfat thickness pigs were identified. Through the detection of quantitative trait locus (QTL), DELs were mainly located in QTLs related to adipose development. Based on the expression correlation of DEL genes and their differentially expressed potential target genes, we constructed a co-expression network and a potential pathway of DEL’s effect on lipid metabolism. Our study identified and analyzed lincRNAs in subcutaneous adipose tissue, and results suggested that lincRNAs may be involved in the regulation of subcutaneous fat development. Our findings provided new insights into the biological function of porcine lincRNAs.
机译:越来越多的研究表明,长的基因间非编码RNA(lincRNA)是非常重要的一类非编码RNA,在许多生物学过程中都起着至关重要的作用。脂肪组织是储存能量的重要场所,但是关于lincRNA的研究很少与猪皮下脂肪发育有关。在这里,我们使用了来自意大利大型白猪皮下脂肪组织的已公开RNA-seq数据,并鉴定了252个推定的lincRNA,其中34个未注释。与编码蛋白质的转录本相比,这些lincRNA的长度相对较短,外显子数量较少,表达水平较低。基因本体论和途径分析表明,lincRNAs的相邻基因参与脂质代谢。另外,鉴定了低脂肪厚和高脂肪厚的猪之间差异表达的lincRNA(DEL)。通过数量性状基因座(QTL)的检测,DELs主要位于与脂肪发育相关的QTL中。根据DEL基因及其差异表达的潜在靶基因的表达相关性,我们构建了共表达网络和DEL对脂质代谢的潜在途径。我们的研究鉴定并分析了皮下脂肪组织中的lincRNA,结果表明lincRNA可能参与皮下脂肪发育的调节。我们的发现为猪lincRNA的生物学功能提供了新的见解。

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