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Bidirectional causal associations between plasma metabolites and bipolar disorder
Qian Zhao1, Ancha Baranova2,3, Dongming Liu4
1Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, China.
This study used Mendelian randomization to investigate the causal link between plasma metabolites and bipolar disorder (BD). Certain metabolites may causally influence BD risk, offering potential therapeutic targets for prevention and treatment.
Area of Science:
- Genetics
- Metabolomics
- Psychiatry
Background:
- Altered plasma metabolite levels are linked to bipolar disorder (BD) etiology.
- The causal relationship between metabolites and BD remains unclear.
Purpose of the Study:
- To perform a bidirectional metabolome-wide Mendelian randomization (MR) analysis to assess causal links between 871 plasma metabolites and BD.
- To identify potential therapeutic targets for BD among related metabolites.
- To identify shared genomic loci between BD and metabolites using Bayesian colocalization analysis.
Main Methods:
- Bidirectional metabolome-wide Mendelian randomization (MR) analysis.
- Evaluation of metabolite druggability using DrugBank and ChEMBL.
- Bayesian colocalization analysis to identify shared genomic loci.
Main Results:
- Six metabolites were associated with reduced BD risk (e.g., arachidonate, sphingomyelin).
- Five metabolites were associated with increased BD risk (e.g., 1-palmitoyl-2-linoleoyl-GPE).
- Reverse MR showed no association between BD and metabolite levels; colocalization identified a shared region on chromosome 11q12 involving genes like FADS1, FADS2, FADS3, and SYT7.
Conclusions:
- Plasma metabolites play a causal role in BD susceptibility.
- Identified metabolites represent potential targets for novel BD prevention and treatment strategies.
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