Shared Genetic Liability and Causal Associations Between Major Depressive Disorder and Cardiovascular Diseases
Fuquan Zhang1,2,3, Hongbao Cao4, Ancha Baranova4,5
1Wuxi Mental Health Center of Nanjing Medical University, Wuxi, China.
Insights
Genetic links between major depressive disorder (MDD) and cardiovascular diseases (CVD) are substantial. Shared genetic factors indicate that MDD may increase the risk for stroke and coronary artery disease (CAD).
Area of Science:
- Genetics
- Psychiatry
- Cardiology
Background:
- Major depressive disorder (MDD) is frequently observed alongside cardiovascular diseases (CVD).
- The underlying biological mechanisms connecting MDD and CVD require further investigation.
- Shared genetic variations are hypothesized to play a role in this association.
Purpose of the Study:
- To investigate the shared genetic architecture between MDD and various cardiovascular outcomes.
- To identify causal relationships between MDD and cardiovascular traits using genetic data.
- To pinpoint specific genes and genomic regions implicated in both MDD and CVD.
Main Methods:
- Polygenic overlap analysis to assess genetic correlation between MDD and seven cardiovascular outcomes (CAD, heart failure, atrial fibrillation, stroke, systolic blood pressure, diastolic blood pressure, pulse pressure).
- Mendelian randomization analysis to infer causal effects of MDD on cardiovascular traits.
- Cross-trait meta-analysis and transcriptome-wide association fine-mapping to identify shared genomic loci and prioritize causal genes.
Main Results:
- Significant genetic overlap was detected between MDD and CVD, particularly with stroke and coronary artery disease (CAD).
- Mendelian randomization suggested a causal effect of genetic liability to MDD on the risk of CAD and stroke.
- A specific pleiotropic region at 20q12 was identified as conferring risk for both MDD and CVD.
- Novel risk genes for MDD and stroke, including RPL31P12, BORSC7, PNPT11, and PGF, were identified through cross-trait analyses.
Conclusions:
- Genetic liability to major depressive disorder is associated with an increased risk for cardiovascular diseases, including stroke and CAD.
- Shared genetic variations contribute significantly to the co-occurrence of MDD and CVD.
- The findings elucidate mechanistic links between mental health and cardiovascular health at a genetic level.
Abstract:
Major depressive disorder (MDD) is phenotypically associated with cardiovascular diseases (CVD). We aim to investigate mechanisms underlying relationships between MDD and CVD in the context of shared genetic variations. Polygenic overlap analysis was used to test genetic correlation and to analyze shared genetic variations between MDD and seven cardiovascular outcomes (coronary artery disease (CAD), heart failure, atrial fibrillation, stroke, systolic blood pressure, diastolic blood pressure, and pulse pressure measurement). Mendelian randomization analysis was used to uncover causal relationships between MDD and cardiovascular traits. By cross-trait meta-analysis, we identified a set of genomic loci shared between the traits of MDD and stroke. Putative causal genes for MDD and stroke were prioritized by fine-mapping of transcriptome-wide associations. Polygenic overlap analysis pointed toward substantial genetic variation overlap between MDD and CVD. Mendelian randomization analysis indicated that genetic liability to MDD has a causal effect on CAD and stroke. Comparison of genome-wide genes shared by MDD and CVD suggests 20q12 as a pleiotropic region conferring risk for both MDD and CVD. Cross-trait meta-analyses and fine-mapping of transcriptome-wide association signals identified novel risk genes for MDD and stroke, including RPL31P12, BORSC7, PNPT11, and PGF. Many genetic variations associated with MDD and CVD outcomes are shared, thus, pointing that genetic liability to MDD may also confer risk for stroke and CAD. Presented results shed light on mechanistic connections between MDD and CVD phenotypes.
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