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GK大鼠与Wistar大鼠的比较基因组揭示2型糖尿病的遗传基础。

Comparative Genome of GK and Wistar Rats Reveals Genetic Basis of Type 2 Diabetes.

作者信息

Liu Tiancheng, Li Hong, Ding Guohui, Wang Zhen, Chen Yunqin, Liu Lei, Li Yuanyuan, Li Yixue

机构信息

Key Lab of Systems Biology, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China.

Key Lab of Systems Biology, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China; Shanghai Center for Bioinformation Technology, Shanghai, China.

出版信息

PLoS One. 2015 Nov 3;10(11):e0141859. doi: 10.1371/journal.pone.0141859. eCollection 2015.

Abstract

The Goto-Kakizaki (GK) rat, which has been developed by repeated inbreeding of glucose-intolerant Wistar rats, is the most widely studied rat model for Type 2 diabetes (T2D). However, the detailed genetic background of T2D phenotype in GK rats is still largely unknown. We report a survey of T2D susceptible variations based on high-quality whole genome sequencing of GK and Wistar rats, which have generated a list of GK-specific variations (228 structural variations, 2660 CNV amplification and 2834 CNV deletion, 1796 protein affecting SNVs or indels) by comparative genome analysis and identified 192 potential T2D-associated genes. The genes with variants are further refined with prior knowledge and public resource including variant polymorphism of rat strains, protein-protein interactions and differential gene expression. Finally we have identified 15 genetic mutant genes which include seven known T2D related genes (Tnfrsf1b, Scg5, Fgb, Sell, Dpp4, Icam1, and Pkd2l1) and eight high-confidence new candidate genes (Ldlr, Ccl2, Erbb3, Akr1b1, Pik3c2a, Cd5, Eef2k, and Cpd). Our result reveals that the T2D phenotype may be caused by the accumulation of multiple variations in GK rat, and that the mutated genes may affect biological functions including adipocytokine signaling, glycerolipid metabolism, PPAR signaling, T cell receptor signaling and insulin signaling pathways. We present the genomic difference between two closely related rat strains (GK and Wistar) and narrow down the scope of susceptible loci. It also requires further experimental study to understand and validate the relationship between our candidate variants and T2D phenotype. Our findings highlight the importance of sequenced-based comparative genomics for investigating disease susceptibility loci in inbreeding animal models.

摘要

通过对葡萄糖不耐受的Wistar大鼠反复进行近亲繁殖培育出的Goto-Kakizaki(GK)大鼠,是研究最为广泛的2型糖尿病(T2D)大鼠模型。然而,GK大鼠中T2D表型的详细遗传背景仍很大程度上未知。我们报告了一项基于GK大鼠和Wistar大鼠高质量全基因组测序的T2D易感变异调查,通过比较基因组分析生成了一份GK特异性变异列表(228个结构变异、2660个CNV扩增和2834个CNV缺失、1796个影响蛋白质的SNV或插入缺失),并鉴定出192个潜在的T2D相关基因。通过包括大鼠品系变异多态性、蛋白质-蛋白质相互作用和差异基因表达等先验知识和公共资源,对具有变异的基因进行了进一步细化。最后,我们鉴定出15个遗传突变基因,其中包括7个已知的T2D相关基因(Tnfrsf1b、Scg5、Fgb、Sell、Dpp4、Icam1和Pkd2l1)以及8个高可信度的新候选基因(Ldlr、Ccl2、Erbb3、Akr1b1、Pik3c2a、Cd5、Eef2k和Cpd)。我们的结果表明,T2D表型可能是由GK大鼠中多种变异的积累引起的,并且这些突变基因可能影响包括脂肪细胞因子信号传导、甘油脂质代谢、PPAR信号传导、T细胞受体信号传导和胰岛素信号通路在内的生物学功能。我们展示了两种密切相关大鼠品系(GK和Wistar)之间的基因组差异,并缩小了易感位点的范围。还需要进一步的实验研究来理解和验证我们的候选变异与T2D表型之间的关系。我们的发现突出了基于测序的比较基因组学在研究近亲繁殖动物模型中疾病易感位点方面的重要性。

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