华南预防医学 ›› 2026, Vol. 52 ›› Issue (8): 917-922.doi: 10.12183/j.scjpm.2026.0917

• 论著 • 上一篇    下一篇

基于代谢组学的大骨节病分子分型及其环境-遗传交互作用分析

白云峰, 李娟, 刘龙珠, 张荣强   

  1. 陕西中医药大学公共卫生学院,陕西 咸阳 712046
  • 收稿日期:2026-01-20 出版日期:2026-08-20 发布日期:2026-09-08
  • 通讯作者: 张荣强,E-mail:372590580@qq.com
  • 作者简介:白云峰(1984—),男,硕士研究生,讲师/主治医师,主要从事职业病及毒理研究工作
  • 基金资助:
    陕西省科技计划项目(2020SF-076)

Metabolomics-based molecular subtyping and gene-environment interaction analysis of Kashin-Beck disease

Bai Yunfeng, Li Juan, Liu Longzhu, Zhang Rongqiang   

  1. School of Public Health, Shaanxi University of Chinese Medicine, Xianyang, Shaanxi 712046, China
  • Received:2026-01-20 Online:2026-08-20 Published:2026-09-08

摘要: 目的 基于代谢组学探究大骨节病(KBD)的分子分型,并阐明环境与遗传交互作用在疾病发生及不同亚型中的影响。方法 纳入106例KBD患者及106名健康对照(含病区与非病区),采用液相色谱-质谱联用(LC-MS)进行非靶向代谢组学检测。通过K-means聚类进行分子分型,结合多元统计与通路富集分析解析各亚型特征;采用多因素logistic回归分析环境-遗传交互作用。结果 KBD患者可分为3个代谢亚型:亚型1以脂质代谢紊乱为主,亚型2表现为氧化应激与基质降解异常,亚型3涉及氨基酸与能量代谢重编程。交互作用分析显示,低硒暴露与rs1050450(ProLeu)存在显著协同效应,且在亚型2中尤为突出(P交互=0.006)。结论 首次从代谢表型角度揭示KBD存在异质性亚型,构建“环境-遗传-代谢表型”关联框架,为精准分型及风险预警提供了新的科学依据。

关键词: 大骨节病, 代谢组学, 分子分型, 环境-遗传交互作用, 脂质代谢, 氧化应激

Abstract: Objective To investigate the molecular subtyping of Kashin-Beck disease (KBD) based on metabolomic profiling and to elucidate the impact of gene-environment interactions on disease pathogenesis and its distinct subtypes. Methods A total of 106 patients with KBD and 106 healthy controls (recruited from both endemic and non-endemic areas) were enrolled in this study. Untargeted metabolomic profiling was conducted utilizing liquid chromatography-mass spectrometry (LC-MS). Molecular subtyping was executed via K-means clustering, while the specific characteristics of each subtype were delineated through multivariate statistical modeling and pathway enrichment analyses. Furthermore, multivariate logistic regression was employed to evaluate gene-environment interactions. Results The KBD cohort was stratified into three distinct metabolic subtypes. Subtype 1 is primarily characterized by lipid metabolism dysregulation; Subtype 2 exhibits aberrant oxidative stress and extracellular matrix degradation; and Subtype 3 is associated with the reprogramming of amino acid and energy metabolism. Interaction analyses demonstrated a significant synergistic effect between low environmental selenium exposure and the rs1050450(ProLeu) allele, an association that was particularly pronounced within Subtype 2 (Pinteraction=0.006). Conclusion This study reveals the existence of heterogeneous KBD subtypes from the perspective of metabolic phenotypes for the first time. By establishing a comprehensive "environment-genetics-metabolic phenotype" association framework, this research provides a novel scientific basis for the precision subtyping and early risk prognostication of KBD.

Key words: Kashin-Beck disease, Metabolomics, Molecular subtyping, Gene-environment interaction, Lipid metabolism, Oxidative stress

中图分类号: 

  • R181.3+4