Objective: The first publication on morphometric analysis of articular cartilage using magnetic resonance imaging (MRI) in 1994 set the scene for a game change in osteoarthritis (OA) research. The current review highlights milestones in cartilage and bone morphometry, summarizing the rapid progress made in imaging, its application to understanding joint (patho-)physiology, and its use in interventional clinical trials. Methods: Based on a Pubmed search of articles from 1994 to 2023, the authors subjectively selected representative work illustrating important steps in the development or application of magnetic resonancebased cartilage and bone morphometry, with a focus on studies in humans, and on the knee. Research on OA-pathophysiology is addressed only briefly, given length constraints. Compositional and semi-quantitative assessment are not covered here. Results: The selected articles are presented in historical order as well as by content. We review progress in the technical aspects of image acquisition, segmentation and analysis, advances in understanding tissue growth, physiology, function, and adaptation, and a selection of clinical trials examining the efficacy of interventions on knee cartilage and bone. A perspective is provided of how lessons learned may be applied to future research and clinical management. Conclusions: Over the past 30 years, MRI-based morphometry of cartilage and bone has contributed to a paradigm shift in understanding articular tissue physiology and OA pathophysiology, and to the development of new treatment strategies. It is likely that these technologies will continue to play a key role in the development and (accelerated) approval of therapy, potentially targeted to different OA phenotypes. (c) 2024 The Author(s). Published by Elsevier Ltd on behalf of Osteoarthritis Research Society International. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
机构:
Stanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Stanford Univ, Lucas Ctr Imaging, Dept Elect Engn, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Desai, Arjun D.
Caliva, Francesco
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机构:
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Caliva, Francesco
Iriondo, Claudia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USA
Univ Calif Berkeley, Berkeley Joint Grad Grp Bioengn, Berkeley, CA 94720 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Iriondo, Claudia
Mortazi, Aliasghar
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h-index: 0
机构:
Univ Cent Florida, Dept Comp Sci, Orlando, FL 32816 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Mortazi, Aliasghar
Jambawalikar, Sachin
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h-index: 0
机构:
Columbia Univ, Dept Radiol, New York, NY USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Jambawalikar, Sachin
Bagci, Ulas
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h-index: 0
机构:
Univ Cent Florida, Dept Comp Sci, Orlando, FL 32816 USA
Northwestern Univ, Dept Radiol, Chicago, IL 60611 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Bagci, Ulas
Perslev, Mathias
论文数: 0引用数: 0
h-index: 0
机构:
Univ Copenhagen, Dept Comp Sci, Copenhagen, DenmarkStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Perslev, Mathias
Igel, Christian
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h-index: 0
机构:
Univ Copenhagen, Dept Comp Sci, Copenhagen, DenmarkStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Igel, Christian
Dam, Erik B.
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Univ Copenhagen, Dept Comp Sci, Copenhagen, DenmarkStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Dam, Erik B.
Gaj, Sibaji
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h-index: 0
机构:
Cleveland Clin, Dept Biomed Engn, Cleveland, OH 44106 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Gaj, Sibaji
Yang, Mingrui
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h-index: 0
机构:
Cleveland Clin, Dept Biomed Engn, Cleveland, OH 44106 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Yang, Mingrui
Li, Xiaojuan
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Cleveland Clin, Dept Biomed Engn, Cleveland, OH 44106 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Li, Xiaojuan
Deniz, Cem M.
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New York Univ Langone Hlth, Dept Radiol, New York, NY USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Deniz, Cem M.
Juras, Vladimir
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机构:
Med Univ Vienna, High Field MR Ctr, Dept Biomed Imaging & Image Guided Therapy, Vienna, AustriaStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Juras, Vladimir
Regatte, Ravinder
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New York Univ Langone Hlth, Dept Radiol, New York, NY USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Regatte, Ravinder
Gold, Garry E.
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Stanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Gold, Garry E.
Hargreaves, Brian A.
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机构:
Stanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Stanford Univ, Lucas Ctr Imaging, Dept Elect Engn, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Hargreaves, Brian A.
Pedoia, Valentina
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机构:
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Pedoia, Valentina
Chaudhari, Akshay S.
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Stanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
机构:
Univ Tasmania, Menzies Res Inst, Hobart, Tas 7000, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Ding, C.
Parameswaran, V.
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Royal Hobart Hosp, Diabet & Endocrine Serv, Hobart, Tas, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Parameswaran, V.
Cicuttini, Flavia M.
论文数: 0引用数: 0
h-index: 0
机构:
Monash Univ, Sch Med, Dept Epidemiol & Prevent Med, Melbourne, Vic 3004, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Cicuttini, Flavia M.
Burgess, J.
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机构:
Royal Hobart Hosp, Diabet & Endocrine Serv, Hobart, Tas, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Burgess, J.
Zhai, G.
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机构:
Univ Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Kings Coll London, Sch Med, Twin Res & Genet Epidemiol Unit, London WC2R 2LS, EnglandUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Zhai, G.
Quinn, S.
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h-index: 0
机构:
Univ Tasmania, Menzies Res Inst, Hobart, Tas 7000, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Quinn, S.
Jones, G.
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Univ Tasmania, Menzies Res Inst, Hobart, Tas 7000, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
机构:
Stanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Stanford Univ, Lucas Ctr Imaging, Dept Elect Engn, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Desai, Arjun D.
Caliva, Francesco
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h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Caliva, Francesco
Iriondo, Claudia
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h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USA
Univ Calif Berkeley, Berkeley Joint Grad Grp Bioengn, Berkeley, CA 94720 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Iriondo, Claudia
Mortazi, Aliasghar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cent Florida, Dept Comp Sci, Orlando, FL 32816 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Mortazi, Aliasghar
Jambawalikar, Sachin
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Radiol, New York, NY USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Jambawalikar, Sachin
Bagci, Ulas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cent Florida, Dept Comp Sci, Orlando, FL 32816 USA
Northwestern Univ, Dept Radiol, Chicago, IL 60611 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Bagci, Ulas
Perslev, Mathias
论文数: 0引用数: 0
h-index: 0
机构:
Univ Copenhagen, Dept Comp Sci, Copenhagen, DenmarkStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Perslev, Mathias
Igel, Christian
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h-index: 0
机构:
Univ Copenhagen, Dept Comp Sci, Copenhagen, DenmarkStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Igel, Christian
Dam, Erik B.
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h-index: 0
机构:
Univ Copenhagen, Dept Comp Sci, Copenhagen, DenmarkStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Dam, Erik B.
Gaj, Sibaji
论文数: 0引用数: 0
h-index: 0
机构:
Cleveland Clin, Dept Biomed Engn, Cleveland, OH 44106 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Gaj, Sibaji
Yang, Mingrui
论文数: 0引用数: 0
h-index: 0
机构:
Cleveland Clin, Dept Biomed Engn, Cleveland, OH 44106 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Yang, Mingrui
Li, Xiaojuan
论文数: 0引用数: 0
h-index: 0
机构:
Cleveland Clin, Dept Biomed Engn, Cleveland, OH 44106 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Li, Xiaojuan
Deniz, Cem M.
论文数: 0引用数: 0
h-index: 0
机构:
New York Univ Langone Hlth, Dept Radiol, New York, NY USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Deniz, Cem M.
Juras, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ Vienna, High Field MR Ctr, Dept Biomed Imaging & Image Guided Therapy, Vienna, AustriaStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Juras, Vladimir
Regatte, Ravinder
论文数: 0引用数: 0
h-index: 0
机构:
New York Univ Langone Hlth, Dept Radiol, New York, NY USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Regatte, Ravinder
Gold, Garry E.
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h-index: 0
机构:
Stanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Gold, Garry E.
Hargreaves, Brian A.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Stanford Univ, Lucas Ctr Imaging, Dept Elect Engn, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Hargreaves, Brian A.
Pedoia, Valentina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
Pedoia, Valentina
Chaudhari, Akshay S.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USAStanford Univ, Lucas Ctr Imaging, Dept Radiol, 1201 Welch Rd,PS 055B, Stanford, CA 94305 USA
机构:
Univ Tasmania, Menzies Res Inst, Hobart, Tas 7000, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Ding, C.
Parameswaran, V.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Hobart Hosp, Diabet & Endocrine Serv, Hobart, Tas, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Parameswaran, V.
Cicuttini, Flavia M.
论文数: 0引用数: 0
h-index: 0
机构:
Monash Univ, Sch Med, Dept Epidemiol & Prevent Med, Melbourne, Vic 3004, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Cicuttini, Flavia M.
Burgess, J.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Hobart Hosp, Diabet & Endocrine Serv, Hobart, Tas, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Burgess, J.
Zhai, G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Kings Coll London, Sch Med, Twin Res & Genet Epidemiol Unit, London WC2R 2LS, EnglandUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Zhai, G.
Quinn, S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tasmania, Menzies Res Inst, Hobart, Tas 7000, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia
Quinn, S.
Jones, G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tasmania, Menzies Res Inst, Hobart, Tas 7000, AustraliaUniv Tasmania, Menzies Res Inst, Hobart, Tas 7000, Australia