Mendelian randomization analysis of the causal association of bone mineral density and fracture with multiple
1Department of Orthopedics, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
Abstract:
Multiple sclerosis (MS) is a neurodegenerative disorder and an autoimmune disease. Until now, observational studies have indicated the association of bone mineral density (BMD) and fracture with the risk of MS. However, these studies indicated inconsistent findings. Until now, genome-wide association studies (GWAS) have been conducted in BMD, fracture, and MS, which provide large-scale datasets to investigate the causal association of BMD and fracture with the risk of MS using the Mendelian randomization (MR) study. Here, we performed an MR study to clarify the causal association between BMD/fracture and the risk of MS using large-scale publicly available GWAS datasets from BMD, fracture, and MS. We first evaluated the bidirectional causal effects of BMD and MS. The main analysis method inverse-variance weighted (IVW) showed no significant causal effect of BMD on the risk of MS (β = 0.058, and p = 1.98E-01), and MS on the risk of BMD (β = -0.001, and p = 7.83E-01). We then evaluated the bidirectional causal effects of fracture and MS. However, we only identified a significant causal effect of fracture on the risk of MS using IVW (β = -0.375, p = 0.002), but no significant causal effect of MS on the risk of the fracture using IVW (β = 0.011, p = 2.39E-01). Therefore, our main analysis method IVW only found a significant causal effect of fracture on MS using the threshold for the statistically significant association p < 0.05/4 = 0.0125. Meanwhile, multivariable MR analyses showed that the causal effect of fracture on MS was independent of smoking, drinking, and obesity, but dependent on BMD. In summary, our MR analysis demonstrates that genetically increased fracture may reduce the risk of MS. Our findings should be further verified and the underlying mechanisms should be further evaluated by future studies.
Insights
Genetically increased fracture risk may reduce the likelihood of developing multiple sclerosis (MS), an autoimmune disease. This Mendelian randomization study found a significant causal link between fracture and MS, but not bone mineral density and MS.
Area of Science:
- Neuroimmunology
- Genetic Epidemiology
- Bone Metabolism
Background:
- Multiple sclerosis (MS) is a complex autoimmune and neurodegenerative disease.
- Observational studies suggest links between bone mineral density (BMD), fracture risk, and MS, but findings are inconsistent.
- Genome-wide association studies (GWAS) provide large datasets for investigating causal relationships.
Purpose of the Study:
- To investigate the bidirectional causal associations between bone mineral density (BMD), fracture, and the risk of multiple sclerosis (MS) using Mendelian randomization (MR).
- To clarify the potential causal pathways between skeletal health and MS risk.
Main Methods:
- Utilized large-scale, publicly available GWAS data for BMD, fracture, and MS.
- Employed Mendelian randomization (MR) analysis, primarily using the inverse-variance weighted (IVW) method.
- Conducted bidirectional analyses and multivariable MR to assess independence from confounding factors and dependence on BMD.
Main Results:
- No significant causal effect of BMD on MS risk, nor MS on BMD, was found (IVW, p > 0.05).
- A significant inverse causal effect of fracture on MS risk was identified (IVW, p = 0.002), suggesting fracture may reduce MS risk.
- The causal effect of fracture on MS was independent of smoking, drinking, and obesity, but dependent on BMD.
Conclusions:
- Genetically predicted higher fracture risk is associated with a reduced risk of developing multiple sclerosis.
- These findings suggest a potential protective role of fracture in MS etiology, warranting further investigation into underlying mechanisms.
- The relationship between fracture and MS is complex and mediated by bone mineral density.
Related Concept Videos
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
Bone Disorders
Bone deposition is also affected by the levels of sex hormones like estrogen and testosterone that promote osteoblast activity and bone matrix synthesis. When the level of these hormones decreases due to aging, it causes a reduction in bone deposition. As a result, bone resorption by osteoclasts...
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...


