Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.
Cancer Research Division, Cancer Council NSW, Sydney, NSW, 2011, Australia.
Sci Rep. 2017 Aug 21;7(1):8935. doi: 10.1038/s41598-017-09335-6.
Osteoarthritis (OA) is a common disease characterized by cartilage degeneration and joint remodeling. The underlying molecular changes underpinning disease progression are incompletely understood. We investigated genes and pathways that mark OA progression in isolated primary chondrocytes taken from paired intact versus degraded articular cartilage samples across 38 patients undergoing joint replacement surgery (discovery cohort: 12 knee OA, replication cohorts: 17 knee OA, 9 hip OA patients). We combined genome-wide DNA methylation, RNA sequencing, and quantitative proteomics data. We identified 49 genes differentially regulated between intact and degraded cartilage in at least two -omics levels, 16 of which have not previously been implicated in OA progression. Integrated pathway analysis implicated the involvement of extracellular matrix degradation, collagen catabolism and angiogenesis in disease progression. Using independent replication datasets, we showed that the direction of change is consistent for over 90% of differentially expressed genes and differentially methylated CpG probes. AQP1, COL1A1 and CLEC3B were significantly differentially regulated across all three -omics levels, confirming their differential expression in human disease. Through integration of genome-wide methylation, gene and protein expression data in human primary chondrocytes, we identified consistent molecular players in OA progression that replicated across independent datasets and that have translational potential.
骨关节炎(OA)是一种常见疾病,其特征为软骨退化和关节重塑。导致疾病进展的潜在分子变化尚不完全清楚。我们研究了 38 名接受关节置换手术的患者(发现队列:12 名膝骨关节炎,复制队列:17 名膝骨关节炎,9 名髋骨关节炎患者)配对完整与降解关节软骨样本中分离的原代软骨细胞中标记 OA 进展的基因和途径。我们结合了全基因组 DNA 甲基化、RNA 测序和定量蛋白质组学数据。我们确定了至少在两个组学水平上在完整和降解软骨之间差异调节的 49 个基因,其中 16 个先前未被牵连到 OA 进展中。综合途径分析表明,细胞外基质降解、胶原分解代谢和血管生成参与了疾病进展。使用独立的复制数据集,我们表明,超过 90%的差异表达基因和差异甲基化 CpG 探针的变化方向是一致的。AQP1、COL1A1 和 CLEC3B 在所有三个组学水平上均显著差异调节,证实了它们在人类疾病中的差异表达。通过整合人类原代软骨细胞的全基因组甲基化、基因和蛋白质表达数据,我们确定了 OA 进展中一致的分子参与者,这些参与者在独立数据集之间具有复制性,并且具有转化潜力。