Integrative epigenomics, transcriptomics and proteomics of patient chondrocytes reveal genes and pathways involved in osteoarthritis.
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Date
2017-08-21Author
Steinberg, J
Ritchie, GRS
Roumeliotis, TI
Jayasuriya, RL
Clark, MJ
Brooks, RA
Binch, ALA
Shah, KM
Coyle, R
Pardo, M
Le Maitre, CL
Ramos, YFM
Nelissen, RGHH
Meulenbelt, I
McCaskie, AW
Choudhary, JS
Wilkinson, JM
Zeggini, E
Type
Journal Article
Metadata
Show full item recordAbstract
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.
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Subject
Chondrocytes
Humans
Osteoarthritis, Knee
Osteoarthritis, Hip
Disease Progression
Collagen Type I
Lectins, C-Type
Arthroplasty, Replacement, Hip
Arthroplasty, Replacement, Knee
Chromatography, Liquid
Case-Control Studies
Gene Expression Profiling
Sequence Analysis, RNA
Proteomics
DNA Methylation
Epigenesis, Genetic
Male
Aquaporin 1
Mass Spectrometry
Gene Regulatory Networks
Epigenomics
Research team
Functional Proteomics Group
Language
eng
Date accepted
2017-07-17
License start date
2017-08-21
Citation
Scientific reports, 2017, 7 (1), pp. 8935 - ?
Publisher
NATURE PORTFOLIO