Causal relationship and mediating role between depression and cognitive performance.

IF 4.3 Q2 BUSINESS
Xinyu Hao, Fuyang Cao, Ziyao Xu, Shaohua You, Tianyue Mi, Lei Wang, Yongxin Guo, Zhuoning Zhang, Jiangbei Cao, Jingsheng Lou, Yanhong Liu, Xianyang Chen, Zhikang Zhou, Weidong Mi, Li Tong
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引用次数: 0

Abstract

Background: Recent studies have increasingly emphasized the robust correlation between depression and cognitive function. However, it remains unclear whether this relationship is causal or merely coincidental. To address this uncertainty, we conducted two-sample bidirectional Mendelian randomization (MR) analyses to investigate the connection between depression and cognitive performance.

Methods: We sourced genome-wide association study (GWAS) data for depression (NSNPs=21,306,230) from the FinnGen (R10) and for cognitive performance (NSNPs=10,049,954) from the IEU GWAS database. Causal effects employed methodologies such as Inverse variance weighted (IVW), weighted median, MR Egger, simple mode and weighted mode. Two-step analysis determined the contribution of the mediator variable to the outcomes. To determine stability and reliability, sensitivity analyses were performed that included an assessment of heterogeneity, horizontal pleiotropy, and the leave-one-out techniques.

Results: This MR analysis identified 8 independent significant SNPs associated with depression and 81 SNPs linked to cognitive performance. Our findings revealed that depression increases the risk of developing deteriorating cognitive performance (IVW β, -0.11; 95 % confidence interval (CI), -0.18 - -0.05; PIVW value= 5.97E-04). Conversely, cognitive performance decline could also predispose individuals to depression [odds ratio (OR)IVW, 0.85; 95 % CI, 0.76 - 0.95; PIVW value=0.004]. Multivariate MR analysis confirmed the robustness of this bidirectional association. A two-step MR mediation analysis indicated that the pathway from depression to cognitive performance is mediated by pain, with a mediation effect size of -0.022 and a mediation ratio of 28.95 %. The pathway from cognitive performance to depression is mediated by frailty, with a mediation effect value of -0.028, representing 22.40 % of the mediation proportion.

Conclusion: A two-way causal relationship between depression and cognitive performance, with pain and frailty being mediating factors, respectively. Future research should prioritize mechanistic studies, targeted interventions, and personalized approaches to disentangle and mitigate the bidirectional effects of depression and cognitive performance.

抑郁与认知表现的因果关系及中介作用。
背景:近年来的研究越来越强调抑郁症与认知功能之间的相关性。然而,目前尚不清楚这种关系是因果关系还是巧合。为了解决这种不确定性,我们进行了双样本双向孟德尔随机化(MR)分析,以调查抑郁与认知表现之间的联系。方法:我们从FinnGen (R10)中获得抑郁症(NSNPs=21,306,230)的全基因组关联研究(GWAS)数据,并从IEU GWAS数据库中获得认知表现(NSNPs=10,049,954)的数据。因果效应采用了反方差加权(IVW)、加权中位数、MR Egger、简单模型和加权模型等方法。两步分析确定了中介变量对结果的贡献。为了确定稳定性和可靠性,进行了敏感性分析,包括评估异质性、水平多效性和留一技术。结果:MR分析确定了8个与抑郁相关的独立显著snp和81个与认知表现相关的snp。我们的研究结果显示,抑郁症会增加认知能力恶化的风险(IVW β, -0.11;95%置信区间(CI), -0.18 - -0.05;PIVW值= 5.97E-04)。相反,认知能力下降也可能使个体易患抑郁症[比值比(OR)IVW, 0.85;95% ci, 0.76 - 0.95;PIVW值= 0.004)。多变量磁共振分析证实了这种双向关联的稳健性。两步MR中介分析表明,抑郁对认知表现的通路是由疼痛介导的,其中介效应量为-0.022,中介比例为28.95%。认知表现到抑郁的通路由脆弱介导,其中介效应值为-0.028,占中介比例的22.40%。结论:抑郁与认知表现之间存在双向因果关系,其中疼痛和虚弱分别为中介因素。未来的研究应优先考虑机制研究、有针对性的干预和个性化的方法,以解开和减轻抑郁和认知表现的双向影响。
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来源期刊
The Journal of Prevention of Alzheimer's Disease
The Journal of Prevention of Alzheimer's Disease Medicine-Psychiatry and Mental Health
CiteScore
9.20
自引率
0.00%
发文量
0
期刊介绍: The JPAD Journal of Prevention of Alzheimer’Disease will publish reviews, original research articles and short reports to improve our knowledge in the field of Alzheimer prevention including: neurosciences, biomarkers, imaging, epidemiology, public health, physical cognitive exercise, nutrition, risk and protective factors, drug development, trials design, and heath economic outcomes.JPAD will publish also the meeting abstracts from Clinical Trial on Alzheimer Disease (CTAD) and will be distributed both in paper and online version worldwide.We hope that JPAD with your contribution will play a role in the development of Alzheimer prevention.
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