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利用RNA测序进行比较转录组分析,以鉴定成年伯克希尔猪和济州本地猪脂肪组织中差异表达的基因。

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

作者信息

Sodhi Simrinder Singh, Park Won Cheoul, Ghosh Mrinmoy, Kim Jin Nam, Sharma Neelesh, Shin Kwang Yun, Cho In Cheol, Ryu Youn Chul, Oh Sung Jong, Kim Sung Hoon, Song Ki-Duk, Hong Sang Pyo, Cho Seo Ae, Kim Hee Bal, Jeong Dong Kee

机构信息

Department of Animal Biotechnology, Faculty of Biotechnology, Jeju National University, Ara-1 Dong, Jeju-Do, Jeju, 690-756, South Korea.

出版信息

Mol Biol Rep. 2014 Sep;41(9):6305-15. doi: 10.1007/s11033-014-3513-y. Epub 2014 Jul 11.

Abstract

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.

摘要

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测序被迅速用于转录组分析。济州本地猪(JNP)和伯克夏猪成年动物之间差异表达基因(DEG)的发现是当前研究特别感兴趣的内容。RNA测序用于研究脂肪组织中的转录组图谱。从Illumina HiSeq2000获得序列读数,并使用Tophat2将其映射到猪基因组。共鉴定出153个DEG,其中71个注释基因在非冗余数据库中有BLAST匹配。代谢、免疫反应和蛋白质结合是脂肪组织中富集的通路。在我们的研究中,与伯克夏猪相比,JNP脂肪中的生物粘附、细胞、发育和多细胞生物过程上调。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和伯克夏猪脂肪中最显著富集的术语(分别为p = 1.17E - 04、0.044、3.47E - 04和4.48E - 04)。负责骨骼系统形态发生和身体生长的COL10A1、COL11A2、PDK4和PNPLA3基因在JNP中下调。本研究是对从脂肪组织样本产生的RNA测序数据检测DEG的首次统计分析。该分析可作为理解可能影响新转录本、序列多态性、异构体和非编码RNA鉴定的遗传机制差异的垫脚石。

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