Falls, fracture and frailty risk in multiple sclerosis: a Mendelian Randomization study to identify shared genetics
Sohyun Jeong1,2, Ming-Ju Tsai1,2, Changbing Shen3,4
1Hinda and Arthur Marcus Institution for Aging Research, Hebrew SeniorLife, Boston, MA, 02131, USA.
Introduction:
Patients with multiple sclerosis (MS) commonly present musculoskeletal disorders characterized by lower bone mineral density (BMD) and muscle weakness. However, the underlying etiology remains unclear. Our objective is to identify shared pleiotropic genetic effects and estimate the causal relationship between MS and musculoskeletal disorders.
Materials And Methods:
We conducted linkage disequilibrium score regression (LDSR), colocalization, and Mendelian randomization (MR) analyses using summary statistics from recent large-scale genome-wide association studies (GWAS), encompassing MS, falls, fractures, and frailty. Additional MR analyses explored the causal relationship with musculoskeletal risk factors, such as BMD, lean mass, grip strength, and vitamin D.
Results:
We observed a moderate genetic correlation between MS and falls (RG = 0.10, P-value = 0.01) but not between MS with fracture or frailty in the LDSR analyses. MR revealed MS had no causal association with fracture and frailty but a moderate association with falls (OR: 1.004, FDR q-value = 0.018). We further performed colocalization analyses using nine SNPs that exhibited significant associations with both MS and falls in MR. Two SNPs (rs7731626 on ANKRD55 and rs701006 on OS9 gene) showed higher posterior probability of colocalization (PP.H4 = 0.927), suggesting potential pleiotropic effects between MS and falls. The nine genes are associated with central nervous system development and inflammation signaling pathways.
Conclusion:
We found potential pleiotropic genetic effects between MS and falls. However, our analysis did not reveal a causal relationship between MS and increased risks of falls, fractures, or frailty. This suggests that the musculoskeletal disorders frequently reported in MS patients in clinical studies are more likely attributed to secondary factors associated with disease progression and treatment, rather than being directly caused by MS itself.
Insights
Genetic analysis suggests multiple sclerosis (MS) may share pleiotropic effects with falls, but does not directly cause falls, fractures, or frailty. Musculoskeletal issues in MS patients likely stem from other factors.
Area of Science:
- Genetics
- Neurology
- Orthopedics
Background:
- Multiple sclerosis (MS) patients frequently experience musculoskeletal disorders, including low bone mineral density (BMD) and muscle weakness.
- The genetic underpinnings and causal relationships between MS and these musculoskeletal conditions remain largely undetermined.
Purpose of the Study:
- To investigate shared pleiotropic genetic effects between MS and musculoskeletal disorders.
- To estimate the causal relationship between MS and conditions like falls, fractures, and frailty.
Main Methods:
- Utilized linkage disequilibrium score regression (LDSR) and Mendelian randomization (MR) analyses on large-scale genome-wide association study (GWAS) data.
- Performed colocalization analyses to identify shared genetic variants and explored causal links with BMD, lean mass, grip strength, and vitamin D.
Main Results:
- A moderate genetic correlation was found between MS and falls (RG = 0.10, P = 0.01), but not with fractures or frailty.
- MR analysis indicated a moderate association between MS and falls (OR: 1.004, FDR q = 0.018), but no causal link to fractures or frailty.
- Colocalization analysis identified two single nucleotide polymorphisms (SNPs) potentially involved in pleiotropic effects between MS and falls, with associated genes linked to neurodevelopment and inflammation.
Conclusions:
- Potential pleiotropic genetic effects exist between MS and falls, supported by genetic correlation and colocalization findings.
- No direct causal relationship was established between MS and increased risks of falls, fractures, or frailty.
- Musculoskeletal issues in MS patients are likely secondary to disease progression and treatment rather than direct genetic causation by MS.
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