Bidirectional causal relationship between depression and Type 2 diabetes: a multi-ancestry and sex stratified Mendelian Randomization analysis.

IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY
Hui-Yu Liu, Jun-Yan Xiang, Qiuhong Xie, Hongyu Xiang
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引用次数: 0

Abstract

Background: Observational studies have demonstrated a strong correlation between depression and type 2 diabetes (T2D). However, the causal relationships remain poorly understood, particularly in non-European and sex-stratified populations.

Methods: A two-sample bidirectional Mendelian randomization (MR) analysis was performed to evaluate the causal relationship between broadly defined depression and T2D across five ancestry groups (European, African, East Asian, South Asian, and Hispanic/Latin American), using the largest available multi-ancestry genome-wide association study (GWAS) data. Additionally, sex-stratified MR analysis was conducted to determine if these causal relationships were sex-specific. Potential mediators of the depression-T2D relationship were further explored through two-step MR analysis.

Results: Genetic predisposition to depression was significantly associated with an increased risk of T2D in the European population, but not in other ancestry groups, although the analyses in some non-European cohorts had limited statistical power. Conversely, genetically predicted T2D showed no causal association with depression across any populations. Sex-stratified analysis revealed that the depression-T2D relationship existed in both males and females, while being more significant in females. Mediation analysis suggested that body mass index (BMI) and smoking behavior explained a significant portion of the causal pathway linking depression to T2D.

Conclusion: These findings underscore the importance of early screening for depressive symptoms and the promotion of healthy lifestyle interventions, such as weight management and smoking cessation, as preventive strategies for T2D in people with depression. Further research is needed to validate these ancestry- and sex-specific causal effects, especially in populations with limited statistical power.

抑郁症和2型糖尿病的双向因果关系:多祖先和性别分层孟德尔随机分析。
背景:观察性研究表明,抑郁与2型糖尿病(T2D)之间存在很强的相关性。然而,因果关系仍然知之甚少,特别是在非欧洲和性别分层的人群中。方法:使用最大的多祖先全基因组关联研究(GWAS)数据,进行双样本双向孟德尔随机化(MR)分析,以评估五个祖先群体(欧洲人、非洲人、东亚人、南亚人和西班牙/拉丁美洲人)广义抑郁症和T2D之间的因果关系。此外,还进行了性别分层MR分析,以确定这些因果关系是否具有性别特异性。通过两步磁共振分析进一步探索抑郁- t2d关系的潜在介质。结果:在欧洲人群中,抑郁的遗传易感性与T2D风险增加显著相关,但在其他祖先群体中没有,尽管在一些非欧洲队列中的分析具有有限的统计效力。相反,基因预测的T2D在任何人群中都没有显示出与抑郁症的因果关系。性别分层分析显示,抑郁与t2d的关系在男性和女性中均存在,但在女性中更为显著。中介分析表明,身体质量指数(BMI)和吸烟行为解释了抑郁症与T2D之间因果关系的重要部分。结论:这些发现强调了早期筛查抑郁症状和促进健康生活方式干预的重要性,如体重管理和戒烟,作为抑郁症患者T2D的预防策略。需要进一步的研究来验证这些血统和性别特异性的因果关系,特别是在统计能力有限的人群中。
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来源期刊
Journal of affective disorders
Journal of affective disorders 医学-精神病学
CiteScore
10.90
自引率
6.10%
发文量
1319
审稿时长
9.3 weeks
期刊介绍: The Journal of Affective Disorders publishes papers concerned with affective disorders in the widest sense: depression, mania, mood spectrum, emotions and personality, anxiety and stress. It is interdisciplinary and aims to bring together different approaches for a diverse readership. Top quality papers will be accepted dealing with any aspect of affective disorders, including neuroimaging, cognitive neurosciences, genetics, molecular biology, experimental and clinical neurosciences, pharmacology, neuroimmunoendocrinology, intervention and treatment trials.
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