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Comparative transcriptomic analysis to identify differentially expressed genes in fat tissue of adult Berkshire and Jeju Native Pig using RNA-seq

机译:比较转录组学分析,使用RNA-seq鉴定成年伯克希尔和济州本地猪脂肪组织中差异表达的基因

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Pork is a major source of animal protein for humans. The subcutaneous, intermuscular and the intramuscular fat are the factors responsible for meat quality. RNA-seq is rapidly adopted for the profiling of the transcriptomes in the studies related to gene regulation. The discovery of differentially expressed genes (DEGs) between adult animals of Jeju Native Pig (JNP) and Berkshire breeds are of particular interest for the current study. RNA-seq was used to investigate the transcriptome profiling in the fat tissue. Sequence reads were obtained from Ilumina HiSeq2000 and mapped to the pig genome using Tophat2. Total 153 DEGs were identified and 71 among the annotated genes, have BLAST matches in the non- redundant database. Metabolic, immune response and protein binding are enriched pathways in the fat tissue. In our study, biological adhesion, cellular, developmental and multicellular organismal processes in fat were up-regulated in JNP as compare to Berkshire. Multicellular organismal process, developmental process, embryonic morphogenesis and skeletal system development were the most significantly enriched terms in fat of JNP and Berkshire breeds (p = 1.17E-04, 0.044, 3.47E-04 and 4.48E-04 respectively). COL10A1, COL11A2, PDK4 and PNPLA3 genes responsible for skeletal system morphogenesis and body growth were down regulated in JNP. This study is the first statistical analysis for the detection of DEGs from RNA-seq data generated from fat tissue sample. This analysis can be used as stepping stone to understand the difference in the genetic mechanisms that might influence the identification of novel transcripts, sequence polymorphisms, isoforms and noncoding RNAs.
机译:猪肉是人类动物蛋白的主要来源。皮下脂肪,肌间脂肪和肌内脂肪是影响肉质的因素。在与基因调控相关的研究中,RNA-seq被迅速用于转录组的谱分析。济州本地猪(JNP)和伯克希尔(Berkshire)品种的成年动物之间差异表达基因(DEG)的发现是当前研究的重点。 RNA-seq用于研究脂肪组织中的转录组图谱。从Ilumina HiSeq2000获得序列读数,并使用Tophat2定位到猪基因组。总共鉴定出153个DEG,其中有注释的基因中有71个在非冗余数据库中具有BLAST匹配。代谢,免疫反应和蛋白质结合是脂肪组织中富集的途径。在我们的研究中,与伯克希尔郡相比,JNP中脂肪的生物粘附,细胞,发育和多细胞生物过程被上调。多细胞生物过程,发育过程,胚胎形态发生和骨骼系统发育是JNP和Berkshire品种脂肪中最丰富的术语(分别为p = 1.17E-04、0.044、3.47E-04和4.48E-04)。在JNP中,负责骨骼系统形态发生和机体生长的COL10A1,COL11A2,PDK4和PNPLA3基因被下调。这项研究是从脂肪组织样本产生的RNA-seq数据中检测DEG的首次统计分析。该分析可用作了解可能影响新转录本,序列多态性,同工型和非编码RNA鉴定的遗传机制差异的垫脚石。

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