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Mendelian randomization analysis does not reveal a causal influence of mental diseases on osteoporosis
Fen Tang1, Sheng Wang2, Hongxia Zhao3
1School of Medicine, Shanghai University, Shanghai, China.
Introduction:
Osteoporosis (OP) is primarily diagnosed through bone mineral density (BMD) measurements, and it often leads to fracture. Observational studies suggest that several mental diseases (MDs) may be linked to OP, but the causal direction of these associations remain unclear. This study aims to explore the potential causal association between five MDs (Schizophrenia, Depression, Alzheimer's disease, Parkinson's disease, and Epilepsy) and the risk of OP.
Methods:
First, single-nucleotide polymorphisms (SNPs) were filtered from summary-level genome-wide association studies using quality control measures. Subsequently, we employed two-sample Mendelian randomization (MR) analysis to indirectly analyze the causal effect of MDs on the risk of OP through bone mineral density (in total body, femoral neck, lumbar spine, forearm, and heel) and fractures (in leg, arm, heel, spine, and osteoporotic fractures). Lastly, the causal effect of the MDs on the risk of OP was evaluated directly through OP. MR analysis was performed using several methods, including inverse variance weighting (IVW)-random effects, IVW-fixed effects, maximum likelihood, weighted median, MR-Egger regression, and penalized weighted median.
Results:
The results did not show any evidence of a causal relationship between MDs and the risk of OP (with almost all P values > 0.05). The robustness of the above results was proved to be good.
Discussion:
In conclusion, this study did not find evidence supporting the claim that MDs have a definitive impact on the risk of OP, which contradicts many existing observational reports. Further studies are needed to determine the potential mechanisms of the associations observed in observational studies.
Insights
This study found no causal link between five mental diseases and osteoporosis risk. Further research is needed to understand observed associations in observational studies.
Area of Science:
- Genetics
- Epidemiology
- Bone Health
Background:
- Osteoporosis (OP) is diagnosed by bone mineral density (BMD) and leads to fractures.
- Observational studies suggest links between mental diseases (MDs) and OP, but causality is unclear.
Purpose of the Study:
- To investigate the potential causal association between five MDs (Schizophrenia, Depression, Alzheimer's, Parkinson's, Epilepsy) and OP risk.
Main Methods:
- Utilized two-sample Mendelian randomization (MR) analysis.
- Examined causal effects on BMD, fractures, and direct OP risk.
- Employed various MR methods including IVW and MR-Egger regression.
Main Results:
- No evidence of a causal relationship was found between the studied MDs and OP risk (P > 0.05).
- Results demonstrated good robustness.
Conclusions:
- This MR study did not support a causal impact of MDs on OP risk, contrasting with observational findings.
- Further research is required to elucidate potential mechanisms behind observed associations.
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