Identifying the causal relationship between immune factors and osteonecrosis: a two-sample Mendelian randomization study

Sci Rep. 2024 Apr 23;14(1):9371. doi: 10.1038/s41598-024-59810-0.

Abstract

A wealth of evidence intimates a profound connection between the immune system and osteonecrosis, albeit the specific immune factors underlying this connection remain largely veiled. A bidirectional Mendelian randomization (MR) study was conducted based on genome-wide association study summary data to identify causal links between 731 immune factors and osteonecrosis including drug-induced osteonecrosis. Preliminary MR analysis was accomplished utilizing the inverse-variance weighted method under a multiplicative random effects model, and heterogeneity and potential horizontal pleiotropy were evaluated through Cochrane's Q-test, MR-Egger intercept test, MR-PRESSO global test, and leave-one-out analysis. Upon false discovery rate correction, the gene-predicted level of one immune factor (CD62L - monocyte %monocyte) exhibited a significant positive correlation with osteonecrosis, while eight immune traits associated with monocytes, dendritic cells, and NK cells demonstrated significant causal effects with drug-induced osteonecrosis. Reverse MR revealed no significant correlations. This MR research provides genetic evidence for the causal associations between a broad spectrum of immune factors and osteonecrosis. Such a study aids in unraveling the intricate interaction patterns between the immune and skeletal systems, elucidating the pathogenesis of osteonecrosis, and identifying potential novel therapeutic approaches.

Keywords: Causal relationship; Drug induced osteonecrosis; Immune factors; Mendelian randomization; Osteoimmunology; Osteonecrosis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Genetic Predisposition to Disease
  • Genome-Wide Association Study*
  • Humans
  • Immunologic Factors / genetics
  • Mendelian Randomization Analysis*
  • Monocytes / immunology
  • Monocytes / metabolism
  • Osteonecrosis* / etiology
  • Osteonecrosis* / genetics
  • Osteonecrosis* / immunology
  • Polymorphism, Single Nucleotide

Substances

  • Immunologic Factors