Literature DB >> 29605382

Physical activity is associated with changes in knee cartilage microstructure.

E Halilaj1, T J Hastie2, G E Gold3, S L Delp4.   

Abstract

OBJECTIVE: The purpose of this study was to determine if there is an association between objectively measured physical activity and longitudinal changes in knee cartilage microstructure.
METHODS: We used accelerometry and T2-weighted magnetic resonance imaging (MRI) data from the Osteoarthritis Initiative, restricting the analysis to men aged 45-60 years, with a body mass index (BMI) of 25-27 kg/m2 and no radiographic evidence of knee osteoarthritis. After computing 4-year changes in mean T2 relaxation time for six femoral cartilage regions and mean daily times spent in the sedentary, light, moderate, and vigorous activity ranges, we performed canonical correlation analysis (CCA) to find a linear combination of times spent in different activity intensity ranges (Activity Index) that was maximally correlated with a linear combination of regional changes in cartilage microstructure (Cartilage Microstructure Index). We used leave-one-out pre-validation to test the robustness of the model on new data.
RESULTS: Nineteen subjects satisfied the inclusion criteria. CCA identified an Activity Index and a Cartilage Microstructure Index that were significantly correlated (r = .82, P < .0001 on test data). Higher levels of sedentary time and vigorous activity were associated with greater medial-lateral differences in longitudinal T2 changes, whereas light activity was associated with smaller differences.
CONCLUSIONS: Physical activity is better associated with an index that contrasts microstructural changes in different cartilage regions than it is with univariate or cumulative changes, likely because this index separates the effect of activity, which is greater in the medial loadbearing region, from that of patient-specific natural aging.
Copyright © 2018 Osteoarthritis Research Society International. Published by Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Accelerometry; Cartilage microstructure; MRI; Multivariate statistical modeling; Physical activity

Year:  2018        PMID: 29605382      PMCID: PMC6086595          DOI: 10.1016/j.joca.2018.03.009

Source DB:  PubMed          Journal:  Osteoarthritis Cartilage        ISSN: 1063-4584            Impact factor:   6.576


  15 in total

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3.  Unsupervised segmentation and quantification of anatomical knee features: data from the Osteoarthritis Initiative.

Authors:  José G Tamez-Peña; Joshua Farber; Patricia C González; Edward Schreyer; Erika Schneider; Saara Totterman
Journal:  IEEE Trans Biomed Eng       Date:  2012-02-03       Impact factor: 4.538

4.  The relationship between prospectively assessed body weight and physical activity and prevalence of radiological knee osteoarthritis in postmenopausal women.

Authors:  Cassandra Szoeke; Lorraine Dennerstein; Janet Guthrie; Margaret Clark; Flavia Cicuttini
Journal:  J Rheumatol       Date:  2006-08-01       Impact factor: 4.666

5.  Physical activity in relation to knee cartilage T2 progression measured with 3 T MRI over a period of 4 years: data from the Osteoarthritis Initiative.

Authors:  W Lin; H Alizai; G B Joseph; W Srikhum; M C Nevitt; J A Lynch; C E McCulloch; T M Link
Journal:  Osteoarthritis Cartilage       Date:  2013-07-04       Impact factor: 6.576

6.  Subjects with higher physical activity levels have more severe focal knee lesions diagnosed with 3T MRI: analysis of a non-symptomatic cohort of the osteoarthritis initiative.

Authors:  C Stehling; N E Lane; M C Nevitt; J Lynch; C E McCulloch; T M Link
Journal:  Osteoarthritis Cartilage       Date:  2010-02-14       Impact factor: 6.576

7.  The association between objectively measured physical activity and knee structural change using MRI.

Authors:  Dawn A Doré; Tania Maree Winzenberg; Changhai Ding; Petr Otahal; Jean-Pierre Pelletier; Johanne Martel-Pelletier; Flavia M Cicuttini; Graeme Jones
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8.  Effect of recreational physical activities on the development of knee osteoarthritis in older adults of different weights: the Framingham Study.

Authors:  David T Felson; Jingbo Niu; Margaret Clancy; Burton Sack; Piran Aliabadi; Yuqing Zhang
Journal:  Arthritis Rheum       Date:  2007-02-15

9.  Physical activity and spatial differences in medial knee T1rho and t2 relaxation times in knee osteoarthritis.

Authors:  Deepak Kumar; Richard B Souza; Justin Singh; Nathaniel E Calixto; Lorenzo Nardo; Thomas M Link; Xiaojuan Li; Sharmila Majumdar
Journal:  J Orthop Sports Phys Ther       Date:  2014-10-29       Impact factor: 4.751

10.  Functional cartilage MRI T2 mapping: evaluating the effect of age and training on knee cartilage response to running.

Authors:  T J Mosher; Y Liu; C M Torok
Journal:  Osteoarthritis Cartilage       Date:  2009-11-24       Impact factor: 6.576

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