Causal associations between frailty and low back pain: a bidirectional two-sample mendelian randomization study

Aging Clin Exp Res. 2024 Sep 11;36(1):191. doi: 10.1007/s40520-024-02843-2.

Abstract

Background: Previous observational studies have revealed a potentially robust bidirectional relationship between frailty and low back pain (LBP). However, the precise causal relationship remains unclear.

Methods: To examine the potential causal association between frailty and LBP, we conducted bidirectional two-sample Mendelian randomization analysis (MR) study. Genetic data on frailty index (FI) and LBP were acquired from publicly available genome-wide association studies (GWAS). Various MR methodologies were utilized, such as inverse variance weighting (IVW), weighted median, and MR-Egger, to evaluate causality. Additionally, sensitivity analyses were conducted to evaluate the robustness of the findings.

Results: Genetically predicted higher FI (IVW, odds ratio [OR] = 1.66, 95% CI 1.17-2.36, p = 4.92E-03) was associated with a higher risk of LBP. As for the reverse direction, genetic liability to LBP showed consistent associations with a higher FI (IVW, OR = 1.13, 95% CI 1.07-1.19, p = 2.67E-05). The outcomes from various MR techniques and sensitivity analyses indicate the robustness of our findings.

Conclusion: Our research findings provide additional evidence bolstering the bidirectional causal relationship between frailty and LBP.

Keywords: Causality; Frailty index; Low back pain; Mendelian randomization.

MeSH terms

  • Aged
  • Causality
  • Female
  • Frailty* / genetics
  • Genome-Wide Association Study*
  • Humans
  • Low Back Pain* / epidemiology
  • Low Back Pain* / genetics
  • Mendelian Randomization Analysis*
  • Polymorphism, Single Nucleotide