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精神疾病与 2 型糖尿病的共同遗传基础:一项大规模全基因组跨特征分析。

Shared genetics of psychiatric disorders and type 2 diabetes:a large-scale genome-wide cross-trait analysis.

机构信息

The Affiliated Nanjing Brain Hospital of Nanjing Medical Univesity, 264 Guangzhou Road, Nanjing, Jiangsu, 210029, PR China.

School of Psychology, Nanjing Normal University, Nanjing, 210023, PR China.

出版信息

J Psychiatr Res. 2023 Mar;159:185-195. doi: 10.1016/j.jpsychires.2023.01.037. Epub 2023 Jan 28.

Abstract

BACKGROUND

Individuals with psychiatric disorders have elevated rates of type 2 diabetes comorbidity. Although little is known about the shared genetics and causality of this association. Thus, we aimed to investigate shared genetics and causal link between different type 2 diabetes and psychiatric disorders.

METHODS

We conducted a large-scale genome-wide cross-trait association study(GWAS) to investigate genetic overlap between type 2 diabetes and anorexia nervosa, attention deficit/hyperactivity disorder, autism spectrum disorder, bipolar disorder, major depressive disorder, obsessive-compulsive disorder, schizophrenia, anxiety disorders and Tourette syndrome. By post-GWAS functional analysis, we identify variants genes expression in various tissues. Enrichment pathways, potential protein interaction and mendelian randomization also provided to research the relationship between type 2 diabetes and psychiatric disorders.

RESULTS

We discovered that type 2 diabetes and psychiatric disorders had a significant correlation. We identified 138 related loci, 32 were novel loci. Post-GWAS analysis revealed that 86 differentially expressed genes were located in different brain regions and peripheral blood in type 2 diabetes and related psychiatric disorders. MAPK signaling pathway plays an important role in neural development and insulin signaling. In addition, there is a causal relationship between T2D and mental disorders. In PPI analysis, the central genes of the DEG PPI network were FTO and TCF7L2.

CONCLUSION

This large-scale genome-wide cross-trait analysis identified shared genetics andpotential causal links between type 2 diabetes and related psychiatric disorders, suggesting potential new biological functions in common among them.

摘要

背景

精神障碍患者 2 型糖尿病合并症的发病率较高。尽管人们对这种关联的共同遗传和因果关系知之甚少。因此,我们旨在研究 2 型糖尿病和不同精神障碍之间的共同遗传和因果关系。

方法

我们进行了大规模的全基因组跨性状关联研究(GWAS),以调查 2 型糖尿病与神经性厌食症、注意缺陷/多动障碍、自闭症谱系障碍、双相情感障碍、重度抑郁症、强迫症、精神分裂症、焦虑症和妥瑞氏症之间的遗传重叠。通过 GWAS 后的功能分析,我们确定了各种组织中变体基因的表达。富集途径、潜在的蛋白质相互作用和孟德尔随机化也被用来研究 2 型糖尿病和精神障碍之间的关系。

结果

我们发现 2 型糖尿病和精神障碍之间存在显著相关性。我们确定了 138 个相关基因座,其中 32 个是新基因座。GWAS 分析后发现,86 个差异表达基因位于 2 型糖尿病和相关精神障碍的不同大脑区域和外周血中。MAPK 信号通路在神经发育和胰岛素信号中起着重要作用。此外,T2D 和精神障碍之间存在因果关系。在 PPI 分析中,DEG PPI 网络的核心基因是 FTO 和 TCF7L2。

结论

这项大规模的全基因组跨性状分析确定了 2 型糖尿病和相关精神障碍之间的共同遗传和潜在因果关系,表明它们之间存在潜在的新生物学功能。

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