The underlying molecular mechanisms in osteoarthritis (OA) development are largely unknown. This study explores the proteome and the pairwise interplay of proteins in synovial fluid from patients with late-stage knee OA (arthroplasty), early knee OA (arthroscopy due to degenerative meniscal tear), and from deceased controls without knee OA. Synovial fluid samples were analyzed using state-of-the-art mass spectrometry with data independent acquisition. The differential expression of the proteins detected was clustered and evaluated with data mining strategies and a multilevel model. Group specific slopes of associations were estimated between expressions of each pair of identified proteins to assess the co-expression (i.e., interplay) between the proteins in each group. More proteins were increased in early-OA versus controls than late-stage OA versus controls. For most of these proteins, the fold changes between late stage OA versus controls and early-stage OA versus controls were remarkably similar suggesting potential involvement in the OA process. Further, for the first time, this study illustrated distinct patterns in protein co expression suggesting that the interplay between the protein machinery is increased in early-OA and lost in late stage OA. Further efforts should focus on earlier stages of the disease than previously considered.
机构:NYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USA
Attur, Mukundan
Krasnokutsky-Samuels, Svetlana
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机构:NYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USA
Krasnokutsky-Samuels, Svetlana
Samuels, Jonathan
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机构:NYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USA
Samuels, Jonathan
Abramson, Steven B.
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机构:
NYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USANYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USA
机构:
Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
Stanford Univ, Dept Orthopaed Surg, Stanford, CA 94305 USAStanford Univ, Dept Radiol, Stanford, CA 94305 USA
Braun, Hillary J.
Gold, Garry E.
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h-index: 0
机构:
Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Dept Orthopaed Surg, Stanford, CA 94305 USAStanford Univ, Dept Radiol, Stanford, CA 94305 USA
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Brophy, R. H.
Cai, L.
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h-index: 0
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Cai, L.
Duan, X.
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Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Duan, X.
Zhang, Q.
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h-index: 0
机构:
Washington Univ, Sch Med, Dept Med, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Zhang, Q.
Townsend, R. R.
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h-index: 0
机构:
Washington Univ, Sch Med, Dept Med, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Cell Biol & Physiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Townsend, R. R.
Nunley, R. M.
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Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Nunley, R. M.
Guilak, F.
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h-index: 0
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Shriners Hosp Children St Louis, St Louis, MO USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Guilak, F.
Rai, M. F.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Cell Biol & Physiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
机构:NYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USA
Attur, Mukundan
Krasnokutsky-Samuels, Svetlana
论文数: 0引用数: 0
h-index: 0
机构:NYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USA
Krasnokutsky-Samuels, Svetlana
Samuels, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:NYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USA
Samuels, Jonathan
Abramson, Steven B.
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USANYU, Hosp Joint Dis, Langone Med Ctr, Div Rheumatol, New York, NY 10003 USA
机构:
Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
Stanford Univ, Dept Orthopaed Surg, Stanford, CA 94305 USAStanford Univ, Dept Radiol, Stanford, CA 94305 USA
Braun, Hillary J.
Gold, Garry E.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Dept Orthopaed Surg, Stanford, CA 94305 USAStanford Univ, Dept Radiol, Stanford, CA 94305 USA
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Brophy, R. H.
Cai, L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Cai, L.
Duan, X.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Duan, X.
Zhang, Q.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Med, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Zhang, Q.
Townsend, R. R.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Med, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Cell Biol & Physiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Townsend, R. R.
Nunley, R. M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Nunley, R. M.
Guilak, F.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Shriners Hosp Children St Louis, St Louis, MO USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Guilak, F.
Rai, M. F.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Cell Biol & Physiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Orthopaed Surg, Musculoskeletal Res Ctr, 425 S Euclid Ave,MS 8233, St Louis, MO 63110 USA