ArticleOsteoarthritis and cartilage2023
Contribution of collagen degradation and proteoglycan depletion to cartilage degeneration in primary and secondary osteoarthritis: an in silico study.
Article in Osteoarthritis and cartilage, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed, 24 citations in OpenAlex.
- A multiscale modeling approach to study the role of mechanics and inflammation in the pathophysiology of articular cartilage.Computers in biology and medicine · 2026Article
- A novel integrative multi-scale framework of inflammation and mechanical loading in knee osteoarthritis.Biomechanics and modeling in mechanobiology · 2026Article
- Photobiomodulation outperforms ultrasound in reducing IL-1APL bioengineering · 2026Article
- Mechanical Signatures of Tibiofemoral Cartilage Degeneration Identified by Unconfined Compression Testing: Implications for Early Osteoarthritis Risk in Athletes.Medicina (Kaunas, Lithuania) · 2026Article
- A framework to assess mechano-tribological, structural and biochemical properties of articular cartilage.Frontiers in bioengineering and biotechnology · 2026Article
- An in silico mechanoregulatory model of depth-dependent adaptations to mechanical loading in intact and damaged cartilage: a proof of concept study.Biomechanics and modeling in mechanobiology · 2025Article
- Evaluation of Engineered Cartilage Composition and Function Using Raman Spectroscopy.Advanced healthcare materials · 2025Article
- A Compartmentalized Joint-on-chip (JoC) Model to Unravel the Contribution of Cartilage and Synovium to Osteoarthritis Pathogenesis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Cartilage mechanical responses during gait as in silico biomarkers for medial knee OA progression.Scientific reports · 2025Article
- Mechanobiochemical finite element model to analyze impact-loading-induced cell damage, subsequent proteoglycan loss, and anti-oxidative treatment effects in articular cartilage.Biomechanics and modeling in mechanobiology · 2025Article
- Signal Transduction Pathways Involved in Acupuncture-Mediated Inhibition of Synovitis in Knee Osteoarthritis: A Comprehensive Review.International journal of general medicine · 2025Review
- The potential contribution of in silico studies to improved treatment of osteoarthritis.Nature reviews. Rheumatology · 2023Article
- Signatures of disease progression in knee osteoarthritis: insights from an integrated multi-scale modeling approach, a proof of concept.Frontiers in bioengineering and biotechnology · 2023Article
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Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesCurrent experimental approaches cannot elucidate the effect of maladaptive changes on the main cartilage constituents during the degeneration process in osteoarthritis (OA). In silico approaches, however, allow creating 'virtual knock-out' cases to elucidate these effects in a constituent-specific manner. We used such an approach to study the main mechanisms of cartilage degeneration in different mechanical loadings associated with the following OA etiologies: (1) physiological loading of degenerated cartilage, (2) injurious loading of healthy intact cartilage and (3) physiological loading of cartilage with a focal defect.
methodsWe used the recently developed Cartilage Adaptive REorientation Degeneration (CARED) framework to simulate cartilage degeneration associated with primary and secondary OA (OA cases (1)-(3)). CARED incorporates numerical description of tissue-level cartilage degeneration mechanisms in OA, namely, collagen degradation, collagen reorientation, fixed charged density loss and tissue hydration increase following mechanical loading. We created 'virtual knock-out' scenarios by deactivating these degenerative processes one at a time in each of the three OA cases.
resultsIn the injurious loading of intact and physiological loading of degenerated cartilage, collagen degradation drives degenerative changes through fixed charge density loss and tissue hydration rise. In contrast, the two later mechanisms were more prominent in the focal defect cartilage model.
conclusionThe virtual knock-out models reveal that injurious loading to intact cartilage and physiological loading to degenerated cartilage induce initial degenerative changes in the collagen network, whereas, in the presence of a focal cartilage defect, mechanical loading initially causes proteoglycans (PG) depletion, before changes in the collagen fibril network occur.
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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.