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