The relative contributions of obesity, vitamin D, leptin, and adiponectin to multiple sclerosis risk: A Mendelian randomization mediation analysis

Mult Scler. 2021 Nov;27(13):1994-2000. doi: 10.1177/1352458521995484. Epub 2021 Feb 19.

Abstract

Background: Obesity is associated with increased risk of multiple sclerosis (MS); however, the underlying mechanisms remain unclear.

Objective: To determine the extent to which decreased vitamin D bioavailability and altered levels of adiponectin and leptin mediate the association between obesity and MS.

Methods: We performed Mendelian randomization (MR) analyses to estimate the effects on MS of body mass index (BMI), 25-hydroxyvitamin D (25OHD), adiponectin, and leptin levels in a cohort of 14,802 MS cases and 26,703 controls. We then estimated the proportion of the effect of obesity on MS explained by these potential mediators.

Results: Genetic predisposition to higher BMI was associated with increased MS risk (odds ratio (OR) = 1.33 per standard deviation (SD), 95% confidence interval (CI) = 1.09-1.63), while higher 25OHD levels reduced odds of MS (OR = 0.72 per SD, 95% CI = 0.60-0.87). In contrast, we observed no effect of adiponectin or leptin. In MR mediation analysis, 5.2% of the association between BMI and MS was attributed to obesity lowering 25OHD levels (95% CI = 0.3%-31.0%).

Conclusions: This study found that a minority of the increased risk of MS conferred by obesity is mediated by lowered vitamin D levels, while leptin and adiponectin had no effect. Consequently, vitamin D supplementation would only modestly reverse the effect of obesity on MS.

Keywords: Mendelian randomization; Multiple sclerosis; genetic epidemiology; obesity; vitamin D.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adiponectin / genetics
  • Body Mass Index
  • Genome-Wide Association Study
  • Humans
  • Leptin
  • Mediation Analysis
  • Mendelian Randomization Analysis*
  • Multiple Sclerosis* / epidemiology
  • Multiple Sclerosis* / genetics
  • Obesity / epidemiology
  • Polymorphism, Single Nucleotide
  • Risk Factors
  • Vitamin D

Substances

  • Adiponectin
  • Leptin
  • Vitamin D