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Genetic evidence reveals phosphatidylcholine as a mediator in the causal relationship between omega-3 and multiple
Jian Li1,2, Youxuan Li3, Jun Wang3
1The First College of Clinical Medicine, Guizhou University of Traditional Chinese Medicine, No. 71, Baoshan North Road, Yunyan District, Guiyang, 550001, Guizhou Province, China.
Abstract:
Previous observational studies have indicated that omega-3 may reduce the risk of various cancers. However, the relationship between omega-3 and the incidence of multiple myeloma (MM) remains unclear. Therefore, we conducted a systematic Mendelian randomization (MR) analysis to investigate the causal relationship between omega-3 and the risk of developing MM, while also exploring the potential mediating role of plasma lipids in this association. First, we conducted a two-sample MR study with MM using the omega-3 GWAS data from Richardson TG. We then repeated the validation with the other three omega-3 GWAS data and performed a meta-analysis of the MR results for a total of four omega-3 data. In the second step, we used multivariate Mendelian randomization (MVMR) analyses to adjust for the effects of confounders and explore the direct causal effects of omega-3 with MM. In the third step, we employed a two-step MR to investigate the potential mediating roles of 179 plasma lipids in the association between omega-3 and the risk of MM. Multiple sensitivity analyses were used to assess the robustness of the results. A two-sample MR analysis found that omega-3 can reduce the risk of MM (OR = 0.80, 95% CI 0.69-0.94; P = 0.005). In subsequent validation, omega-3 data from both Kettunen J and Davyson E yielded similar results. However, data from Zhang S indicated that omega-3 was not associated with MM risk. Ultimately, the meta-analysis results demonstrated that omega-3 can lower the risk of MM (OR = 0.80, 95% CI 0.72-0.88; P < 0.001). Furthermore, MVMR analysis, after adjusting for relevant risk factors such as obesity and type 2 diabetes, confirmed that omega-3 still reduces the risk of MM. Finally, two-step MR identified phosphatidylcholine (18:2_20:4) as a potential mediator of the causal relationship between omega-3 and MM. Various sensitivity analyses validated the robustness of these findings. Our study suggests that omega-3 may reduce the incidence risk of MM by increasing the levels of phosphatidylcholine (18:2_20:4). We hope that these findings will provide new insights for the prevention and treatment of MM.
Insights
Omega-3 fatty acids may reduce the risk of multiple myeloma (MM). This Mendelian randomization study found a causal link, potentially mediated by phosphatidylcholine, suggesting a new prevention strategy for MM.
Area of Science:
- Nutritional Epidemiology
- Genetic Epidemiology
- Cancer Research
Background:
- Observational studies suggest omega-3 fatty acids may lower cancer risk.
- The specific association between omega-3 intake and multiple myeloma (MM) incidence requires clarification.
Purpose of the Study:
- To investigate the causal relationship between omega-3 fatty acids and MM risk using Mendelian randomization (MR).
- To explore the potential mediating role of plasma lipids in the omega-3 and MM association.
Main Methods:
- Two-sample and multivariate Mendelian randomization (MR) analyses were performed using large-scale genome-wide association study (GWAS) data.
- Meta-analysis of MR results from four independent omega-3 GWAS datasets.
- Two-step MR was utilized to identify potential lipid mediators.
Main Results:
- Meta-analysis of MR results indicated that genetically predicted higher omega-3 levels are associated with a reduced risk of MM (OR=0.80, P<0.001).
- Multivariate MR confirmed this inverse association after adjusting for obesity and type 2 diabetes.
- Phosphatidylcholine (18:2_20:4) was identified as a potential mediator in the omega-3-MM pathway.
Conclusions:
- Omega-3 fatty acids appear to causally reduce the risk of developing multiple myeloma.
- Increased levels of phosphatidylcholine (18:2_20:4) may mediate the protective effect of omega-3 on MM.
- Findings offer potential new avenues for MM prevention and treatment strategies.
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