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      Knee joint biomechanics and cartilage damage prediction during landing: A hybrid MD-FE-musculoskeletal modeling

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          Abstract

          Understanding the mechanics behind knee joint injuries and providing appropriate treatment is crucial for improving physical function, quality of life, and employability. In this study, we used a hybrid molecular dynamics-finite element-musculoskeletal model to determine the level of loads the knee can withstand when landing from different heights (20, 40, 60 cm), including the height at which cartilage damage occurs. The model was driven by kinematics–kinetics data of asymptomatic subjects at the peak loading instance of drop landing. Our analysis revealed that as landing height increased, the forces on the knee joint also increased, particularly in the vastus muscles and medial gastrocnemius. The patellar tendon experienced more stress than other ligaments, and the medial plateau supported most of the tibial cartilage contact forces and stresses. The load was mostly transmitted through cartilage-cartilage interaction and increased with landing height. The critical height of 126 cm, at which cartilage damage was initiated, was determined by extrapolating the collected data using an iterative approach. Damage initiation and propagation were mainly located in the superficial layers of the tibiofemoral and patellofemoral cartilage. Finally, this study provides valuable insights into the mechanisms of landing-associated cartilage damage and could help limit joint injuries and improve training programs.

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          Most cited references117

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          Fast Parallel Algorithms for Short-Range Molecular Dynamics

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            OpenSim: open-source software to create and analyze dynamic simulations of movement.

            Dynamic simulations of movement allow one to study neuromuscular coordination, analyze athletic performance, and estimate internal loading of the musculoskeletal system. Simulations can also be used to identify the sources of pathological movement and establish a scientific basis for treatment planning. We have developed a freely available, open-source software system (OpenSim) that lets users develop models of musculoskeletal structures and create dynamic simulations of a wide variety of movements. We are using this system to simulate the dynamics of individuals with pathological gait and to explore the biomechanical effects of treatments. OpenSim provides a platform on which the biomechanics community can build a library of simulations that can be exchanged, tested, analyzed, and improved through a multi-institutional collaboration. Developing software that enables a concerted effort from many investigators poses technical and sociological challenges. Meeting those challenges will accelerate the discovery of principles that govern movement control and improve treatments for individuals with movement pathologies.
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              Adjustments to Zatsiorsky-Seluyanov's segment inertia parameters.

              P. de Leva (1996)
              Zatsiorsky et al. (in Contemporary Problems in Biomechanics, pp. 272-291, CRC Press, Massachusetts, 1990a) obtained, by means of a gamma-ray scanning technique, the relative body segment masses, center of mass (CM) positions, and radii of gyration for samples of college-aged Caucasian males and females. Although these data are the only available and comprehensive set of inertial parameters regarding young adult Caucasians, they have been rarely utilized for biomechanical analyses of subjects belonging to the same or a similar population. The main reason is probably that Zatsiorsky et al. used bony landmarks as reference points for locating segment CMs and defining segment lengths. Some of these landmarks were markedly distant from the joint centers currently used by most researchers as reference points. The purpose of this study was to adjust the mean relative CM positions and radii of gyration reported by Zatsiorsky et al., in order to reference them to the joint centers or other commonly used landmarks, rather than the original landmarks. The adjustments were based on a number of carefully selected sources of anthropometric data.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: MethodologyRole: SoftwareRole: SupervisionRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: MethodologyRole: Project administrationRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: SoftwareRole: Validation
                Role: Data curationRole: MethodologyRole: Project administrationRole: ValidationRole: VisualizationRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLOS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                3 August 2023
                2023
                : 18
                : 8
                : e0287479
                Affiliations
                [1 ] Physical Medicine and Rehabilitation Department, Northwestern University, Chicago, IL, United States of America
                [2 ] Mechanical Engineering Department, Australian University, East Mushrif, Kuwait
                [3 ] Department of Mechanical Engineering, University of Louisiana at Lafayette, Lafayette, LA, United States of America
                University of Memphis, UNITED STATES
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0003-4240-2254
                Article
                PONE-D-22-32429
                10.1371/journal.pone.0287479
                10399834
                37535559
                0fe57fb1-fa3d-4bbe-aa87-f13b05226f8d
                © 2023 Adouni et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 24 November 2022
                : 6 June 2023
                Page count
                Figures: 8, Tables: 4, Pages: 24
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/501100003286, Kuwait Foundation for the Advancement of Sciences;
                Award ID: PR19-15EM-01
                Award Recipient :
                Funded by: Australian University Kuwait Research Center
                Award ID: NA
                Award Recipient :
                The work is supported by a grant from the research and development center of the Australian University and Kuwait Foundation for the Advancement of Sciences (PR19-15EM-01). Author who received each award: M.A The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Anatomy
                Musculoskeletal System
                Skeleton
                Skeletal Joints
                Medicine and Health Sciences
                Anatomy
                Musculoskeletal System
                Skeleton
                Skeletal Joints
                Biology and Life Sciences
                Anatomy
                Musculoskeletal System
                Skeleton
                Skeletal Joints
                Knees
                Knee Joints
                Medicine and Health Sciences
                Anatomy
                Musculoskeletal System
                Skeleton
                Skeletal Joints
                Knees
                Knee Joints
                Biology and Life Sciences
                Anatomy
                Body Limbs
                Legs
                Knees
                Knee Joints
                Medicine and Health Sciences
                Anatomy
                Body Limbs
                Legs
                Knees
                Knee Joints
                Biology and Life Sciences
                Anatomy
                Biological Tissue
                Connective Tissue
                Ligaments
                Medicine and Health Sciences
                Anatomy
                Biological Tissue
                Connective Tissue
                Ligaments
                Biology and Life Sciences
                Anatomy
                Biological Tissue
                Connective Tissue
                Cartilage
                Medicine and Health Sciences
                Anatomy
                Biological Tissue
                Connective Tissue
                Cartilage
                Biology and Life Sciences
                Biochemistry
                Proteins
                Collagens
                Biology and Life Sciences
                Biomechanics
                Musculoskeletal Mechanics
                Biology and Life Sciences
                Physiology
                Muscle Physiology
                Musculoskeletal Mechanics
                Biology and Life Sciences
                Anatomy
                Biological Tissue
                Soft Tissues
                Medicine and Health Sciences
                Anatomy
                Biological Tissue
                Soft Tissues
                Biology and Life Sciences
                Anatomy
                Biological Tissue
                Connective Tissue
                Cartilage
                Articular Cartilage
                Medicine and Health Sciences
                Anatomy
                Biological Tissue
                Connective Tissue
                Cartilage
                Articular Cartilage
                Custom metadata
                All relevant data are within the paper and its Supporting Information files.

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