Mendelian randomization analysis of the causal association of bone mineral density and fracture with multiple

Yu Yao1, Feng Gao1, Yanni Wu1

  • 1Department of Orthopedics, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.

Frontiers in Neurology
|October 3, 2022
PubMed

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 Epidemiology01:20

Study Designs in Epidemiology

Epidemiological study designs are fundamental tools for investigating the distribution, determinants, and control of health conditions in populations. They help researchers understand the relationships between exposures and outcomes, and they broadly fall into two categories: "observational" and "experimental" studies.
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
363
Bone Disorders01:29

Bone Disorders

Aging and its effect on bone remodeling is the most common cause of bone disorders. In young and healthy people, bone deposition and resorption happen at an equal rate to maintain optimal bone health.
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...
3.8K
Genome-wide Association Studies-GWAS01:11

Genome-wide Association Studies-GWAS

Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
14.0K