Causal association of epigenetic aging and osteoporosis: a bidirectional Mendelian randomization study

BMC Med Genomics. 2023 Nov 2;16(1):275. doi: 10.1186/s12920-023-01708-3.

Abstract

Background: The relationship between aging and osteoporosis is well established. However, the relationship between the body's physiological age, i.e. epigenetic age, and osteoporosis is not known. Our goal is to analyze the bidirectional causal relationship between epigenetic clocks and osteoporosis using a bidirectional Mendelian randomization study.

Methods: We used SNPs closely associated with GrimAge, Hannum, PhenoAge, and HorvathAge in epigenetic age and SNPs closely associated with femoral neck bone mineral density, lumbar spine bone mineral density, and forearm bone mineral density as instrumental variables, respectively, using the inverse variance weighting method and several other MR methods to assess the bidirectional causal relationship between epigenetic age and osteoporosis.

Result: There was no evidence of a clear causal relationship of epigenetic age (GrimAge, Hannum, PhenoAge, and HorvathAge) on femoral neck bone mineral density, lumbar spine bone mineral density, and forearm bone mineral density. In reverse Mendelian randomization analysis showed a significant causal effect of lumbar spine bone mineral density on GrimAge: odds ratio (OR) = 0.692, 95% confidence interval (CI) = (0.538-0.890), p = 0.004. The results suggest that a decrease in lumbar spine bone mineral density promotes an acceleration of GrimAge.

Conclusion: There was no significant bidirectional causal relationship between epigenetic age and osteoporosis A decrease in lumbar spine bone density may lead to an acceleration of the epigenetic clock "GrimAge". Our study provides partial evidence for a bidirectional causal effect between epigenetic age and Osteoporosis.

Keywords: Causal association; Epigenetic age; Genome-wide association study; Mendelian randomization; Osteoporosis.

MeSH terms

  • Aging / genetics
  • Bone Density / genetics
  • Epigenesis, Genetic
  • Genome-Wide Association Study
  • Humans
  • Mendelian Randomization Analysis*
  • Osteoporosis* / genetics
  • Polymorphism, Single Nucleotide