1. Shear strain and inflammation‐induced fixed charge density loss in the knee joint cartilage following ACL injury and reconstruction: A computational study
- Author
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Orozco, Gustavo A, Eskelinen, Atte SA, Kosonen, Joonas P, Tanaka, Matthew S, Yang, Mingrui, Link, Thomas M, Ma, Benjamin, Li, Xiaojuan, Grodzinsky, Alan J, Korhonen, Rami K, and Tanska, Petri
- Subjects
Control Engineering ,Mechatronics and Robotics ,Engineering ,Biomedical Engineering ,Bioengineering ,Arthritis ,Physical Injury - Accidents and Adverse Effects ,Osteoarthritis ,2.1 Biological and endogenous factors ,Aetiology ,Musculoskeletal ,Anterior Cruciate Ligament Injuries ,Cartilage ,Articular ,Cytokines ,Humans ,Inflammation ,Knee Joint ,Tibia ,ACL reconstruction ,diffusion ,finite element model ,fixed charge density ,inflammation ,posttraumatic osteoarthritis ,Clinical Sciences ,Human Movement and Sports Sciences ,Orthopedics ,Biomedical engineering ,Sports science and exercise - Abstract
Excessive tissue deformation near cartilage lesions and acute inflammation within the knee joint after anterior cruciate ligament (ACL) rupture and reconstruction surgery accelerate the loss of fixed charge density (FCD) and subsequent cartilage tissue degeneration. Here, we show how biomechanical and biochemical degradation pathways can predict FCD loss using a patient-specific finite element model of an ACL reconstructed knee joint exhibiting a chondral lesion. Biomechanical degradation was based on the excessive maximum shear strains that may result in cell apoptosis, while biochemical degradation was driven by the diffusion of pro-inflammatory cytokines. We found that the biomechanical model was able to predict substantial localized FCD loss near the lesion and on the medial areas of the lateral tibial cartilage. In turn, the biochemical model predicted FCD loss all around the lesion and at intact areas; the highest FCD loss was at the cartilage-synovial fluid-interface and decreased toward the deeper zones. Interestingly, simulating a downturn of an acute inflammatory response by reducing the cytokine concentration exponentially over time in synovial fluid led to a partial recovery of FCD content in the cartilage. Our novel numerical approach suggests that in vivo FCD loss can be estimated in injured cartilage following ACL injury and reconstruction. Our novel modeling platform can benefit the prediction of PTOA progression and the development of treatment interventions such as disease-modifying drug testing and rehabilitation strategies.
- Published
- 2022