ArticleJournal of biomechanics2021
Mechanical metrics may show improved ability to predict osteoarthritis compared to T1rho mapping.
Article in Journal of biomechanics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
9 citing papers in PubMed, 15 citations in OpenAlex.
- Analysis of cartilage creep-recovery of human osteoarthritic cartilage.European journal of medical research · 2026Article
- Associations among ankle cartilage composition and ultrasound based measures of cartilage health in those with chronic ankle instability.Clinical rheumatology · 2025Article
- A deep learning-based approach for measuring patellar cartilage deformations from knee MR images.Journal of biomechanics · 2025Article
- MRI-derived articular cartilage strains predict patient-reported outcomes six months post anterior cruciate ligament reconstruction.Scientific reports · 2025Article
- Piezo1-driven mechanotransduction as a key regulator of cartilage degradation in early osteoarthritis.Biomolecules & biomedicine · 2025Article
- Prognostic model to predict the incidence of radiographic knee osteoarthritis.Annals of the rheumatic diseases · 2024Article
- The Interplay of Biomechanical and Biological Changes Following Meniscus Injury.Current rheumatology reports · 2023Review
- A novel serological biomarker are associated with disease severity in patients with osteoarthritis.Journal of bone and mineral metabolism · 2022Article
- Obesity impacts the mechanical response and biochemical composition of patellofemoral cartilage: An in vivo, MRI-based investigation.Journal of biomechanics · 2022Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
Changes in cartilage structure and composition are commonly observed during the progression of osteoarthritis (OA). Importantly, quantitative magnetic resonance imaging (MRI) methods, such as T1rho relaxation imaging, can noninvasively provide in vivo metrics that reflect changes in cartilage composition and therefore have the potential for use in early OA detection. Changes in cartilage mechanical properties are also hallmarks of OA cartilage; thus, measurement of cartilage mechanical properties may also be beneficial for earlier OA detection. However, the relative predictive ability of compositional versus mechanical properties in detecting OA has yet to be determined. Therefore, we developed logistic regression models predicting OA status in an ex vivo environment using several mechanical and compositional metrics to assess which metrics most effectively predict OA status. Specifically, in this study the compositional metric analyzed was the T1rho relaxation time, while the mechanical metrics analyzed were the stiffness and recovery (defined as a measure of how quickly cartilage returns to its original shape after loading) of the cartilage. Cartilage recovery had the best predictive ability of OA status both alone and in a multivariate model including the T1rho relaxation time. These findings highlight the potential of cartilage recovery as a non-invasive marker of in vivo cartilage health and motivate future investigation of this metric clinically.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.