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双向孟德尔随机化和多表型 GWAS 表明抑郁和 2 型糖尿病之间存在因果关系和共同的病理生理学。

Bidirectional Mendelian Randomization and Multiphenotype GWAS Show Causality and Shared Pathophysiology Between Depression and Type 2 Diabetes.

机构信息

INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes (EGID), Institut Pasteur de Lille, Lille, France.

University of Lille, Lille University Hospital, Lille, France.

出版信息

Diabetes Care. 2023 Sep 1;46(9):1707-1714. doi: 10.2337/dc22-2373.

Abstract

OBJECTIVE

Depression is a common comorbidity of type 2 diabetes. We assessed the causal relationships and shared genetics between them.

RESEARCH DESIGN AND METHODS

We applied two-sample, bidirectional Mendelian randomization (MR) to assess causality between type 2 diabetes and depression. We investigated potential mediation using two-step MR. To identify shared genetics, we performed 1) genome-wide association studies (GWAS) separately and 2) multiphenotype GWAS (MP-GWAS) of type 2 diabetes (19,344 case subjects, 463,641 control subjects) and depression using major depressive disorder (MDD) (5,262 case subjects, 86,275 control subjects) and self-reported depressive symptoms (n = 153,079) in the UK Biobank. We analyzed expression quantitative trait locus (eQTL) data from public databases to identify target genes in relevant tissues.

RESULTS

MR demonstrated a significant causal effect of depression on type 2 diabetes (odds ratio 1.26 [95% CI 1.11-1.44], P = 5.46 × 10-4) but not in the reverse direction. Mediation analysis indicated that 36.5% (12.4-57.6%, P = 0.0499) of the effect from depression on type 2 diabetes was mediated by BMI. GWAS of type 2 diabetes and depressive symptoms did not identify shared loci. MP-GWAS identified seven shared loci mapped to TCF7L2, CDKAL1, IGF2BP2, SPRY2, CCND2-AS1, IRS1, CDKN2B-AS1. MDD has not brought any significant association in either GWAS or MP-GWAS. Most MP-GWAS loci had an eQTL, including single nucleotide polymorphisms implicating the cell cycle gene CCND2 in pancreatic islets and brain and the insulin signaling gene IRS1 in adipose tissue, suggesting a multitissue and pleiotropic underlying mechanism.

CONCLUSIONS

Our results highlight the importance to prevent type 2 diabetes at the onset of depressive symptoms and the need to maintain a healthy weight in the context of its effect on depression and type 2 diabetes comorbidity.

摘要

目的

抑郁症是 2 型糖尿病常见的合并症。我们评估了它们之间的因果关系和共同遗传基础。

研究设计和方法

我们应用两样本双向孟德尔随机化(MR)来评估 2 型糖尿病和抑郁症之间的因果关系。我们使用两步 MR 来研究潜在的中介作用。为了确定共同的遗传基础,我们进行了 1)分别进行全基因组关联研究(GWAS)和 2)使用 UK Biobank 中的主要抑郁障碍(MDD)(5262 例病例,86275 例对照)和自我报告的抑郁症状(n=153079)的多表型 GWAS(MP-GWAS)对 2 型糖尿病进行分析。我们分析了公共数据库中的表达数量性状基因座(eQTL)数据,以确定相关组织中的靶基因。

结果

MR 表明,抑郁症对 2 型糖尿病有显著的因果影响(比值比 1.26 [95%CI 1.11-1.44],P=5.46×10-4),但反之则没有。中介分析表明,抑郁症对 2 型糖尿病的影响中有 36.5%(12.4-57.6%,P=0.0499)是通过 BMI 介导的。2 型糖尿病和抑郁症状的 GWAS 未发现共同的位点。MP-GWAS 确定了七个共同的位点,这些位点映射到 TCF7L2、CDKAL1、IGF2BP2、SPRY2、CCND2-AS1、IRS1 和 CDKN2B-AS1。MDD 在 GWAS 或 MP-GWAS 中均未带来显著关联。大多数 MP-GWAS 位点都有一个 eQTL,包括单核苷酸多态性,这些多态性暗示了细胞周期基因 CCND2 在胰腺胰岛和大脑中的作用,以及胰岛素信号基因 IRS1 在脂肪组织中的作用,表明存在多组织和多效性的潜在机制。

结论

我们的研究结果强调了在抑郁症状出现时预防 2 型糖尿病的重要性,以及在其对抑郁和 2 型糖尿病合并症的影响下保持健康体重的必要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acea/10465984/aa112158ee60/dc222373F0GA.jpg

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