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2型糖尿病与抑郁症之间双向关系的证据;一项孟德尔随机化研究。

Evidence of bidirectional relationship between type 2 diabetes and depression; a Mendelian randomization study.

作者信息

Bala Renu, Handley Dale, Gillett Alexandra, Green Harry, Bowden Jack, Wood Andrew, Barroso Inês, Lewis Cathryn M, Tyrrell Jessica

机构信息

Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.

Social, Genetic and Development Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

出版信息

Mol Psychiatry. 2025 Jul 1. doi: 10.1038/s41380-025-03083-0.

Abstract

Major depressive disorder (MDD) and type 2 diabetes (T2D) represent two global health challenges with a high degree of co-occurrence. Here, we aim to investigate the causal relationship between MDD and T2D in diverse ancestries using Mendelian randomization (MR) in GWAS summary statistic and individual level (UK Biobank (UKB)) data. We assessed the bi-directional causal relationship between: (a) MDD and T2D and (b) MDD and glycaemic biomarkers (e.g. TG:HDL-C ratio, a measure of insulin resistance, fasting glucose) in non-diabetic individuals. In UKB we also tested the role of T2D on treatment resistant depression (TRD). We used multivariable MR (MVMR) to assess the role of body mass index (BMI) in the MDD to T2D relationship. Our results demonstrated that a doubling in MDD genetic liability was associated with 1.14 higher odds of T2D (95% CI:1.09, 1.19), whilst a doubling in T2D genetic liability associated with 1.02 higher odds of MDD (95% CI:1.01, 1.03). Consistent effect estimates were observed in the UKB when stratifying by sex and suggested a role for T2D in TRD. T2D GWAS derived clusters of genetic variants highlighted the importance of specific pathways in the MDD relationship, including variants raising T2D risk via body fat (OR:1.04; 95% CI:1.02, 1.06), obesity mediated insulin resistance (OR:1.06; 95% CI:1.04, 1.09) and residual glycaemic (OR: 1.02; 95% CI:1.00, 1.04) pathways. MVMR with BMI attenuated the bidirectional relationship between MDD and T2D, particularly from MDD to T2D. Genetic liability to MDD was also associated with higher TG:HDL-C ratio in individuals without T2D (β:0.11; 95% CI:0.08, 0.14). We provide evidence of bidirectional causal association between MDD and T2D, with MDD strongly predicting insulin resistance and T2D. T2D predicted both MDD and TRD and highlighted the importance of obesity and body fat pathways in the T2D to MDD relationship.

摘要

重度抑郁症(MDD)和2型糖尿病(T2D)是两个高度共存的全球性健康挑战。在此,我们旨在利用全基因组关联研究(GWAS)汇总统计数据和个体水平(英国生物银行(UKB))数据中的孟德尔随机化(MR)方法,研究不同血统人群中MDD与T2D之间的因果关系。我们评估了以下两者之间的双向因果关系:(a)MDD与T2D,以及(b)非糖尿病个体中MDD与血糖生物标志物(如甘油三酯:高密度脂蛋白胆固醇比值,一种胰岛素抵抗指标、空腹血糖)。在UKB中,我们还测试了T2D对难治性抑郁症(TRD)的作用。我们使用多变量MR(MVMR)来评估体重指数(BMI)在MDD与T2D关系中的作用。我们的结果表明,MDD遗传易感性增加一倍与T2D患病几率高1.14倍相关(95%置信区间:1.09,1.19),而T2D遗传易感性增加一倍与MDD患病几率高1.02倍相关(95%置信区间:1.01,1.03)。在UKB中按性别分层时观察到了一致的效应估计值,并表明T2D在TRD中起作用。T2D的GWAS衍生的基因变异簇突出了特定途径在MDD关系中的重要性,包括通过体脂增加T2D风险的变异(比值比:1.04;95%置信区间:1.02,1.06)、肥胖介导的胰岛素抵抗(比值比:1.06;95%置信区间:1.04,1.09)和残余血糖(比值比:1.02;95%置信区间:1.00,1.04)途径。MVMR与BMI减弱了MDD与T2D之间的双向关系,尤其是从MDD到T2D的关系。在无T2D的个体中,MDD的遗传易感性也与较高的甘油三酯:高密度脂蛋白胆固醇比值相关(β:0.11;95%置信区间:0.08,0.14)。我们提供了MDD与T2D之间双向因果关联的证据,其中MDD强烈预测胰岛素抵抗和T2D。T2D既预测MDD又预测TRD,并突出了肥胖和体脂途径在T2D与MDD关系中的重要性。

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