Literature DB >> 35727152

Role of Thigh Muscle Changes in Knee Osteoarthritis Outcomes: Osteoarthritis Initiative Data.

Ali Guermazi1, Shadpour Demehri1, Bahram Mohajer1, Mahsa Dolatshahi1, Kamyar Moradi1, Nima Najafzadeh1, John Eng1, Bashir Zikria1, Mei Wan1, Xu Cao1, Frank W Roemer1.   

Abstract

Background Longitudinal data on the association of quantitative thigh muscle MRI markers with knee osteoarthritis (KOA) outcomes are scarce. These associations are of clinical importance, with potential use for thigh muscle-directed disease-modifying interventions. Purpose To measure KOA-associated longitudinal changes in MRI-derived muscle cross-sectional area (CSA) and adipose tissue and their association with downstream symptom worsening and knee replacement (KR). Materials and Methods In a secondary analysis of the Osteoarthritis Initiative multicenter prospective cohort (February 2004 through October 2015), knees of participants with available good-quality thigh MRI scans at baseline and at least one follow-up visit were included and classified as with and without KOA according to baseline radiographic Kellgren-Lawrence grade of 2 or higher and matched for confounders with use of propensity score matching. An automated deep learning model for thigh MRI two-dimensional segmentation was developed and tested. Markers of muscle CSA and intramuscular adipose tissue (intra-MAT) were measured at baseline and 2nd- and 4th-year follow-up (period 1) and compared between knees with and without KOA by using linear mixed-effect regression models. Furthermore, in knees with KOA, the association of period 1 changes in muscle markers with risk of KR (Cox proportional hazards) and symptom worsening (mixed-effect models) during the 4th to 9th year (period 2) was evaluated. Results This study included 4634 matched thighs (2317 with and 2317 without KOA) of 2344 participants (mean age, 62 years ± 9 [SD]; 1292 women). Compared with those without, knees with KOA had a decrease in quadriceps CSA (mean difference, -8.21 mm2/year; P = .004) and an increase in quadriceps intra-MAT (1.98 mm2/year; P = .007). Decreased CSA and increased intra-MAT of quadriceps during period 1 was predictive of downstream (period 2) KOA symptom worsening (Western Ontario and McMaster Universities Osteoarthritis Index total score: odds ratio, 0.24 [negative association] [P < .001] and 1.38 [P = .012], respectively). Quadriceps CSA changes were negatively associated with higher future KR risk (hazard ratio, 0.70; P < .001). Conclusion Knee osteoarthritis was associated with longitudinal MRI-derived decreased quadriceps cross-sectional area and increased intramuscular adipose tissue. These potentially modifiable risk factors were predictive of downstream symptom worsening and knee replacement. Clinical trial registration no. NCT00080171 © RSNA, 2022 Online supplemental material is available for this article.

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Year:  2022        PMID: 35727152      PMCID: PMC9524577          DOI: 10.1148/radiol.212771

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   29.146


  33 in total

Review 1.  Role of intramyocelluar lipids in human health.

Authors:  Paul M Coen; Bret H Goodpaster
Journal:  Trends Endocrinol Metab       Date:  2012-06-20       Impact factor: 12.015

2.  The American Academy of Orthopaedic Surgeons evidence-based guideline on: treatment of osteoarthritis of the knee, 2nd edition.

Authors:  David S Jevsevar; Gregory Alexander Brown; Dina L Jones; Elizabeth G Matzkin; Paul A Manner; Pekka Mooar; John T Schousboe; Steven Stovitz; James O Sanders; Kevin J Bozic; Michael J Goldberg; William Robert Martin; Deborah S Cummins; Patrick Donnelly; Anne Woznica; Leeaht Gross
Journal:  J Bone Joint Surg Am       Date:  2013-10-16       Impact factor: 5.284

3.  Age-related quadriceps-dominant muscle atrophy and incident radiographic knee osteoarthritis.

Authors:  Shinichi Ikeda; Hiroshi Tsumura; Takehiko Torisu
Journal:  J Orthop Sci       Date:  2005       Impact factor: 1.601

4.  Fatty infiltration in the thigh muscles in knee osteoarthritis: a systematic review and meta-analysis.

Authors:  Maria Gabriela Pedroso; Aline Castilho de Almeida; Jéssica Bianca Aily; Marcos de Noronha; Stela Marcia Mattiello
Journal:  Rheumatol Int       Date:  2019-03-09       Impact factor: 2.631

5.  Quantitative relationship of thigh adipose tissue with pain, radiographic status, and progression of knee osteoarthritis: longitudinal findings from the osteoarthritis initiative.

Authors:  Torben Dannhauer; Anja Ruhdorfer; Wolfgang Wirth; Felix Eckstein
Journal:  Invest Radiol       Date:  2015-04       Impact factor: 6.016

6.  Magnetic Resonance Imaging-Assessed Vastus Medialis Muscle Fat Content and Risk for Knee Osteoarthritis Progression: Relevance From a Clinical Trial.

Authors:  Jean-Pierre Raynauld; Jean-Pierre Pelletier; Camille Roubille; Marc Dorais; François Abram; Wei Li; Yuanyuan Wang; Jessica Fairley; Flavia M Cicuttini; Johanne Martel-Pelletier
Journal:  Arthritis Care Res (Hoboken)       Date:  2015-10       Impact factor: 4.794

7.  The role of thigh muscle and adipose tissue in knee osteoarthritis progression in women: data from the Osteoarthritis Initiative.

Authors:  J Kemnitz; W Wirth; F Eckstein; A G Culvenor
Journal:  Osteoarthritis Cartilage       Date:  2018-06-08       Impact factor: 6.576

8.  Overadjustment bias and unnecessary adjustment in epidemiologic studies.

Authors:  Enrique F Schisterman; Stephen R Cole; Robert W Platt
Journal:  Epidemiology       Date:  2009-07       Impact factor: 4.822

Review 9.  Quantifying fat replacement of muscle by quantitative MRI in muscular dystrophy.

Authors:  Jedrzej Burakiewicz; Christopher D J Sinclair; Dirk Fischer; Glenn A Walter; Hermien E Kan; Kieren G Hollingsworth
Journal:  J Neurol       Date:  2017-07-01       Impact factor: 4.849

10.  Ryanodine Receptor 1-Related Myopathies: Quantification of Intramuscular Fatty Infiltration from T1-Weighted MRI.

Authors:  Tokunbor A Lawal; Aneesh Patankar; Joshua J Todd; Muslima S Razaqyar; Irene C Chrismer; Xuemin Zhang; Melissa R Waite; Minal S Jain; Magalie Emile-Backer; Jessica W Witherspoon; Chia-Ying Liu; Christopher Grunseich; Katherine G Meilleur
Journal:  J Neuromuscul Dis       Date:  2021
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