ArticlePLoS computational biology2023
Injury-related cell death and proteoglycan loss in articular cartilage: Numerical model combining necrosis, reactive oxygen species, and inflammatory cytokines.
Article in PLoS computational biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- A multiscale modeling approach to study the role of mechanics and inflammation in the pathophysiology of articular cartilage.Computers in biology and medicine · 2026Article
- Neural Network-Driven Finite Element Modeling for Estimating Knee Joint Cartilage Mechanical Responses.Annals of biomedical engineering · 2026Article
- Therapeutic effects of Tetramethylpyrazine on Cartilage in Rat Model of Post-traumatic Osteoarthritis.Regenerative therapy · 2026Article
- Cigarette Smoke Extract Alters the Inflammatory Secretome of Osteoarthritis-Affected Synovium Increasing Joint Tissue Oxidative Stress in an Indirect Co-Culture Model.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2026Article
- Exploring mechanisms governing cartilage interstitial fluid load support in lubrication through experimental and computational analysis.Scientific reports · 2026Article
- MMP release following cartilage injury leads to collagen loss in intact tissue: A computational study.PLoS computational biology · 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
- Conservative Management of Focal Chondral Lesions of the Knee and Ankle: Current Concepts.Cells · 2025Review
- Time-dependent computational model of post-traumatic osteoarthritis to estimate how mechanoinflammatory mechanisms impact cartilage aggrecan content.PLoS computational biology · 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
- Loss of collagen content is localized near cartilage lesions on the day of injurious loading and intensified on day 12.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2025Article
- Preliminary evaluation of full volume strain measurement in patellar cartilage following osteochondral allograft transplantation using magnetic resonance imaging.Frontiers in bioengineering and biotechnology · 2025Article
- Significance of Necroptosis in Cartilage Degeneration.Biomolecules · 2024Review
- (Chemical) Roles of HOCl in Rheumatic Diseases.Antioxidants (Basel, Switzerland) · 2024Review
- Molecular Foundations of Inflammatory Diseases: Insights into Inflammation and Inflammasomes.Current issues in molecular biology · 2024Review
- Targeting the Inflammatory Hallmarks of Obesity-Associated Osteoarthritis: Towards Nutraceutical-Oriented Preventive and Complementary Therapeutic Strategies Based on n-3 Polyunsaturated Fatty Acids.International journal of molecular sciences · 2023Review
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Osteoarthritis (OA) is a common musculoskeletal disease that leads to deterioration of articular cartilage, joint pain, and decreased quality of life. When OA develops after a joint injury, it is designated as post-traumatic OA (PTOA). The etiology of PTOA remains poorly understood, but it is known that proteoglycan (PG) loss, cell dysfunction, and cell death in cartilage are among the first signs of the disease. These processes, influenced by biomechanical and inflammatory stimuli, disturb the normal cell-regulated balance between tissue synthesis and degeneration. Previous computational mechanobiological models have not explicitly incorporated the cell-mediated degradation mechanisms triggered by an injury that eventually can lead to tissue-level compositional changes. Here, we developed a 2-D mechanobiological finite element model to predict necrosis, apoptosis following excessive production of reactive oxygen species (ROS), and inflammatory cytokine (interleukin-1)-driven apoptosis in cartilage explant. The resulting PG loss over 30 days was simulated. Biomechanically triggered PG degeneration, associated with cell necrosis, excessive ROS production, and cell apoptosis, was predicted to be localized near a lesion, while interleukin-1 diffusion-driven PG degeneration was manifested more globally. Interestingly, the model also showed proteolytic activity and PG biosynthesis closer to the levels of healthy tissue when pro-inflammatory cytokines were rapidly inhibited or cleared from the culture medium, leading to partial recovery of PG content. The numerical predictions of cell death and PG loss were supported by previous experimental findings. Furthermore, the simulated ROS and inflammation mechanisms had longer-lasting effects (over 3 days) on the PG content than localized necrosis. The mechanobiological model presented here may serve as a numerical tool for assessing early cartilage degeneration mechanisms and the efficacy of interventions to mitigate PTOA progression.
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