Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, 85764 Neuherberg, Germany; Graduate School of Experimental Medicine, TUM School of Medicine, Technical University of Munich, 81675 Munich, Germany.
MRC Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol BS8 2BN, UK.
Am J Hum Genet. 2022 Jul 7;109(7):1255-1271. doi: 10.1016/j.ajhg.2022.05.010. Epub 2022 Jun 8.
Osteoarthritis is a complex degenerative joint disease. Here, we investigate matched genotype and methylation profiles of primary chondrocytes from macroscopically intact (low-grade) and degraded (high-grade) osteoarthritis cartilage and from synoviocytes collected from 98 osteoarthritis-affected individuals undergoing knee replacement surgery. We perform an epigenome-wide association study of knee cartilage degeneration and report robustly replicating methylation markers, which reveal an etiologic mechanism linked to the migration of epithelial cells. Using machine learning, we derive methylation models of cartilage degeneration, which we validate with 82% accuracy in independent data. We report a genome-wide methylation quantitative trait locus (mQTL) map of articular cartilage and synovium and identify 18 disease-grade-specific mQTLs in osteoarthritis cartilage. We resolve osteoarthritis GWAS loci through causal inference and colocalization analyses and decipher the epigenetic mechanisms that mediate the effect of genotype on disease risk. Together, our findings provide enhanced insights into epigenetic mechanisms underlying osteoarthritis in primary tissues.
骨关节炎是一种复杂的退行性关节疾病。在这里,我们研究了来自 98 名接受膝关节置换手术的骨关节炎患者的大体正常(低级别)和退化(高级别)骨关节炎软骨的原发性软骨细胞以及滑膜细胞的匹配基因型和甲基化谱。我们对膝关节软骨退变进行了全基因组关联研究,并报告了强有力的重复甲基化标记物,这些标记物揭示了与上皮细胞迁移有关的病因机制。我们使用机器学习方法得出了软骨退变的甲基化模型,并在独立数据中以 82%的准确率进行了验证。我们报告了关节软骨和滑膜的全基因组甲基化数量性状基因座(mQTL)图谱,并在骨关节炎软骨中鉴定出 18 个疾病特异性 mQTL。我们通过因果推理和共定位分析解析了骨关节炎 GWAS 位点,并阐明了介导基因型对疾病风险影响的表观遗传机制。总之,我们的研究结果为原发性组织中骨关节炎的表观遗传机制提供了更深入的了解。