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Herve OM, Flanagan W, Kanetis J, Mooney B, Kremen TJ, McAllister DR, Clites TR. A Robotic Clamped-Kinematic System to Study Knee Ligament Injury. Ann Biomed Eng 2025; 53:193-206. [PMID: 39356378 PMCID: PMC11782322 DOI: 10.1007/s10439-024-03624-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 09/18/2024] [Indexed: 10/03/2024]
Abstract
Knee ligament injury is among the most common sports injuries and is associated with long recovery periods and low return-to-sport rates. Unfortunately, the mechanics of ligament injury are difficult to study in vivo, and computational studies provide limited insight. The objective of this study was to implement and validate a robotic system capable of reproducing natural six degree-of-freedom clamped-kinematic trajectories on human cadaver knees (meaning that positions and orientations are rigidly controlled and resultant loads are measured). To accomplish this, we leveraged the field's recent access to high-fidelity bone kinematics from dynamic biplanar radiography (DBR), and implemented these kinematics in a coordinate frame built around the knee's natural flexion-extension axis. We assessed our system's capabilities in the context of ACL injury, by moving seven cadaveric knee specimens through kinematics derived from walking, running, drop jump, and ACL injury. We then used robotically simulated clinical stability tests to evaluate the hypothesis that knee stability would be only reduced by the motions intended to injure the knee. Our results show that the structural integrity of the knee was not compromised by non-injurious motions, while the injury motion produced a clinically relevant ACL injury with characteristic anterior and valgus instability. We also demonstrated that our robotic system can provide direct measurements of reaction loads during a variety of motions, and facilitate gross evaluation of ligament failure mechanisms. Clamped-kinematic robotic evaluation of cadaver knees has the potential to deepen understanding of the mechanics of knee ligament injury.
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Affiliation(s)
- Ophelie M Herve
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA, 90095, USA
| | - Will Flanagan
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA, 90095, USA
| | - Jake Kanetis
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA, 90095, USA
| | - Bailey Mooney
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Thomas J Kremen
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - David R McAllister
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Tyler R Clites
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA, 90095, USA.
- Department of Orthopaedic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA.
- Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA.
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2
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Montgomery L, McGale J, Lanting B, Willing R. Biomechanical analysis of ligament modelling techniques in TKA knees during laxity tests using a virtual joint motion simulator. Comput Methods Biomech Biomed Engin 2024; 27:1731-1743. [PMID: 37703067 DOI: 10.1080/10255842.2023.2256925] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 08/01/2023] [Accepted: 08/30/2023] [Indexed: 09/14/2023]
Abstract
Total knee arthroplasty (TKA) is an end-stage treatment for knee osteoarthritis that relieves pain and loss of mobility, but patient satisfaction and revision rates require improvement. One cause for TKA revision is joint instability, which may be due to improper ligament balancing. A better understanding of the relationship between prosthesis design, alignment, and ligament engagement is necessary to improve component designs and surgical techniques to achieve better outcomes. We investigated the biomechanical effects of ligament model complexity and ligament wrapping during laxity tests using a virtual joint motion simulator. There was little difference in kinematics due to ligament complexity or ligament wrapping.
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Affiliation(s)
- Liam Montgomery
- School of Biomedical Engineering, University of Western Ontario, London, Canada
| | - Jance McGale
- Department of Surgery, University of Alberta, Edmonton, Canada
| | - Brent Lanting
- School of Biomedical Engineering, University of Western Ontario, London, Canada
- London Health Sciences Centre, London, Canada
| | - Ryan Willing
- School of Biomedical Engineering, University of Western Ontario, London, Canada
- Department of Mechanical and Materials Engineering, University of Western Ontario, London, Canada
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Chen W, Zhou Q, Tang J. Material Properties of Fiber Bundles of the Superficial Medial Collateral Ligament of the Knee Joint. J Biomech Eng 2024; 146:031003. [PMID: 38217110 DOI: 10.1115/1.4064476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 12/27/2023] [Indexed: 01/15/2024]
Abstract
The superficial medial collateral ligament (sMCL) of the human knee joint has functionally separate anterior and posterior fiber bundles. The two bundles are alternatively loaded as the knee flexion angle changes during walking. To date, the two bundles are usually not distinguished in knee ligament simulations because there has been little information about their material properties. In this study, we conducted quasi-static tensile tests on the sMCL of matured porcine stifle joints and obtained the material properties of the anterior bundle (AB), posterior bundle (PB), and whole ligament (WL). AB and PB have similar failure stress but different threshold strain, modulus, and failure strain. As a result, we recommend assigning different material properties (i.e., modulus and failure strain) to the two fiber bundles to realize biofidelic ligament responses in human body models. However, it is often inconvenient to perform tensile tests on AB and PB. Hence, we proposed a microstructural model-based approach to predict the material properties of AB and PB from the test results of WL. Such obtained modulus values of AB and PB had an error of 2% and 0.3%, respectively, compared with those measured from the tests. This approach can reduce the experimental cost for acquiring the needed mechanical property data for simulations.
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Affiliation(s)
- Wentao Chen
- State Key Laboratory of Automotive Safety and Energy, School of Vehicle and Mobility, Tsinghua University, Beijing 100084, China
| | - Qing Zhou
- State Key Laboratory of Automotive Safety and Energy, School of Vehicle and Mobility, Tsinghua University, Beijing 100084, China
| | - Jisi Tang
- State Key Laboratory of Automotive Safety and Energy, School of Vehicle and Mobility, Tsinghua University, Beijing 100084, China
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Montgomery L, Willing R, Lanting B. Virtual Joint Motion Simulator Accurately Predicts Effects of Femoral Component Malalignment during TKA. Bioengineering (Basel) 2023; 10:bioengineering10050503. [PMID: 37237573 DOI: 10.3390/bioengineering10050503] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/12/2023] [Accepted: 04/20/2023] [Indexed: 05/28/2023] Open
Abstract
Component alignment accuracy during total knee arthroplasty (TKA) has been improving through the adoption of image-based navigation and robotic surgical systems. The biomechanical implications of resulting component alignment error, however, should be better characterized to better understand how sensitive surgical outcomes are to alignment error. Thus, means for analyzing the relationships between alignment, joint kinematics, and ligament mechanics for candidate prosthesis component design are necessary. We used a digital twin of a commercially available joint motion simulator to evaluate the effects of femoral component rotational alignment. As anticipated, the model showed that an externally rotated femoral component results in a knee which is more varus in flexion, with lower medial collateral ligament tension compared to a TKA knee with a neutrally aligned femoral implant. With the simulation yielding logical results for this relatively simple test scenario, we can have more confidence in the accuracy of its predictions for more complicated scenarios.
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Affiliation(s)
- Liam Montgomery
- School of Biomedical Engineering, University of Western Ontario, London, ON N6A 3K7, Canada
| | - Ryan Willing
- School of Biomedical Engineering, University of Western Ontario, London, ON N6A 3K7, Canada
- Department of Mechanical and Materials Engineering, University of Western Ontario, London, ON N6A 3K7, Canada
| | - Brent Lanting
- School of Biomedical Engineering, University of Western Ontario, London, ON N6A 3K7, Canada
- London Health Sciences Centre, London, ON N6A 5W9, Canada
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5
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Sekeitto AR, McGale JG, Montgomery LA, Vasarhelyi EM, Willing R, Lanting BA. Posterior-stabilized total knee arthroplasty kinematics and joint laxity: A hybrid biomechanical study. ARTHROPLASTY 2022; 4:53. [PMID: 36522686 PMCID: PMC9753369 DOI: 10.1186/s42836-022-00153-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 10/21/2022] [Indexed: 06/01/2023] Open
Abstract
BACKGROUND Posterior-stabilized (PS)-total knee arthroplasty (TKA) arose as an alternative to cruciate-retaining (CR)-TKA in the 1970s. Since then, it has become a popularly utilized TKA design with outcomes comparable to CR-TKA. The post-cam mechanism is unique to PS-TKA as it substitutes the function of the posterior cruciate ligament (PCL). The study aimed to understand the kinematic and laxity changes in PS-TKA with under- and overstuffing of the tibiofemoral joint space with the polyethylene (PE) insert. METHODS This study employed a hybrid computational-experimental joint motion simulation on a VIVO 6 degrees of freedom (6-DoF) joint motion simulator (AMTI, Watertown, MA, USA). Physical prototypes of a virtually-performed TKA in mechanical alignment (MA) and kinematic alignment (KA) based on cadaveric CT scans and a virtual ligament model were utilized. The reference, understuffed (down 2 mm) and overstuffed (up 2 mm) joint spaces were simulated, neutral flexion and laxity testing loads and motions were performed for each configuration. RESULTS The PE insert thickness influenced post-cam engagement, which occurred after 60º in the overstuffed configurations, after 60º-75º in the reference configurations and after 75º in the understuffed configurations. The understuffed configurations, compared to the reference configurations, resulted in a mean 2.0º (28%) and 2.0º (31%) increase in the coronal laxity in MA and KA respectively. The overstuffed configurations, compared to the reference configuration, resulted in an increase in the mean joint compressive forces (JCFs) by 73 N (61%) and 77 N (62%) in MA and KA models, respectively. CONCLUSIONS The under- and overstuffing in PS-TKA alter the kinematics with variable effects. Understuffing decreases the stability, JCFs and inverse with overstuffing. Subtle changes in the PE insert thickness alter the post-cam mechanics.
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Affiliation(s)
- Allan R. Sekeitto
- London Health Sciences Centre, 339 Windermere Rd, London, ON N6A 5A5 Canada
| | - Jance G. McGale
- London Health Sciences Centre, 339 Windermere Rd, London, ON N6A 5A5 Canada
| | - Liam A. Montgomery
- Department of Mechanical & Materials Engineering, University of Western Ontario, 1151 Richmond Street N., London, ON N6A 5B9 Canada
| | | | - Ryan Willing
- Department of Mechanical & Materials Engineering, University of Western Ontario, 1151 Richmond Street N., London, ON N6A 5B9 Canada
| | - Brent A. Lanting
- London Health Sciences Centre, 339 Windermere Rd, London, ON N6A 5A5 Canada
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Ma R, Guess T, Echelmeyer D, Stannard JP. Bench to Bedside: A Multidisciplinary Approach toward the Unknowns after ACL Injuries to Drive Individual Success. MISSOURI MEDICINE 2022; 119:136-143. [PMID: 36036042 PMCID: PMC9339398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
ACL injury and surgery are increasing in prevalence. Several challenges exist that can be obstacles to an individual achieving success after ACL surgery. A knowledge of these risk factors alongside a multidisciplinary collaborative team approach can result in a greater likelihood of achieving individual success after ACL surgery.
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Affiliation(s)
- Richard Ma
- Gregory L. And Ann L. Hummel Distinguished Professor of Orthopaedic Surgery, Department of Orthopaedic Surgery, University of Missouri - Columbia School of Medicine (DOS UMC SOM) and with the Thompson Laboratory for Regenerative Orthopaedics (TLRO), Columbia, Missouri
| | - Trent Guess
- DOS UMC SOM and the Department of Physical Therapy, UMC SOM, Columbia, Missouri
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Lahkar BK, Rohan PY, Pillet H, Thoreux P, Skalli W. Development and evaluation of a new procedure for subject-specific tensioning of finite element knee ligaments. Comput Methods Biomech Biomed Engin 2021; 24:1195-1205. [PMID: 33427509 DOI: 10.1080/10255842.2020.1870220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Subject-specific tensioning of ligaments is essential for the stability of the knee joint and represents a challenging aspect in the development of finite element models. We aimed to introduce and evaluate a new procedure for the quantification of ligament prestrains from biplanar X-ray and CT data. Subject-specific model evaluation was performed by comparing predicted femorotibial kinematics with the in vitro response of six cadaveric specimens. The differences obtained using personalized models were comparable to those reported in similar studies in the literature. This study is the first step toward the use of simplified, personalized knee FE models in clinical context such as ligament balancing.
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Affiliation(s)
- Bhrigu K Lahkar
- Institut de Biomécanique Humaine Georges Charpak, Arts et Métiers Sciences et Technologies, Paris, France
| | - Pierre-Yves Rohan
- Institut de Biomécanique Humaine Georges Charpak, Arts et Métiers Sciences et Technologies, Paris, France
| | - Helene Pillet
- Institut de Biomécanique Humaine Georges Charpak, Arts et Métiers Sciences et Technologies, Paris, France
| | - Patricia Thoreux
- Institut de Biomécanique Humaine Georges Charpak, Arts et Métiers Sciences et Technologies, Paris, France.,Université Sorbonne Paris Nord, Bobigny, France
| | - Wafa Skalli
- Institut de Biomécanique Humaine Georges Charpak, Arts et Métiers Sciences et Technologies, Paris, France
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8
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D'Ambrosi R, Corona K, Guerra G, Rubino M, Di Feo F, Ursino N. Biomechanics of the posterior oblique ligament of the knee. Clin Biomech (Bristol, Avon) 2020; 80:105205. [PMID: 33158574 DOI: 10.1016/j.clinbiomech.2020.105205] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 10/09/2020] [Accepted: 10/27/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND The purpose of this systematic literature review is to analyse the isolated biomechanics of the posterior oblique ligament of the knee. In the current literature, the biomechanical aspect of the posterior oblique ligament was analysed in several articles, but this was always done in association with other capsuloligamentous structures. METHODS A systematic review of the existing literature was performed to identify all studies dealing with the biomechanics of the posterior oblique ligament. Two independent investigators performed the research using the MEDLINE, CINAHL, Scopus, Embase and Cochrane databases. FINDINGS A total of 10 articles analysed the biomechanics of the posterior oblique ligament, confirming the importance of this ligament for the stability of the knee in different positions. The posterior oblique ligament is the main stabiliser against internal rotation in early flexion angles (0°-30°) and it is an important restraint to posterior tibial translation in the posterior cruciate ligament deficient knee. Furthermore, the posterior oblique ligament bears up to 47% of the force borne by the anterior cruciate ligament in resisting the internal rotation loads when a pivot-shift maneuver is simulated. INTERPRETATION This review confirms that the posterior oblique ligament is an anatomically well-defined and distinct structure that plays a key role in stabilising the knee, especially in internal rotation. The posterior oblique ligament is frequently injured along with other anatomical structures. Future studies should develop clinical tests to evaluate the functionality and stability of the the posterior oblique ligament.
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Affiliation(s)
| | - Katia Corona
- Department of Medicine, Health Sciences Vincenzo Tiberio, University of Molise, Campobasso, Italy
| | - Germano Guerra
- Department of Medicine, Health Sciences Vincenzo Tiberio, University of Molise, Campobasso, Italy
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Putame G, Terzini M, Bignardi C, Beale B, Hulse D, Zanetti E, Audenino A. Surgical Treatments for Canine Anterior Cruciate Ligament Rupture: Assessing Functional Recovery Through Multibody Comparative Analysis. Front Bioeng Biotechnol 2019; 7:180. [PMID: 31448269 PMCID: PMC6691022 DOI: 10.3389/fbioe.2019.00180] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 07/11/2019] [Indexed: 11/27/2022] Open
Abstract
Anterior cruciate ligament (ACL) deficiency can result in serious degenerative stifle injuries. Although tibial plateau leveling osteotomy (TPLO) is a common method for the surgical treatment of ACL deficiency, alternative osteotomies, such as a leveling osteotomy based on the center of rotation of angulation (CBLO) are described in the literature. However, whether a CBLO could represent a viable alternative to a TPLO remains to be established. The aim of this study is to compare TPLO and CBLO effectiveness in treating ACL rupture. First, a computational multibody model of a physiological stifle was created using three-dimensional surfaces of a medium-sized canine femur, tibia, fibula and patella. Articular contacts were modeled by means of a formulation describing the contact force as function of the interpenetration between surfaces. Moreover, ligaments were represented by vector forces connecting origin and insertion points. The lengths of the ligaments at rest were optimized simulating the drawer test. The ACL-deficient model was obtained by deactivating the ACL related forces in the optimized physiological one. Then, TPLO and CBLO treatments were virtually performed on the pathological stifle. Finally, the drawer test and a weight-bearing squat movement were performed to compare the treatments effectiveness in terms of tibial anteroposterior translation, patellar ligament force, intra-articular compressive force and quadriceps force. Results from drawer test simulations showed that ACL-deficiency causes an increase of the anterior tibial translation by up to 5.2 mm, while no remarkable differences between CBLO and TPLO were recorded. Overall, squat simulations have demonstrated that both treatments lead to an increase of all considered forces compared to the physiological model. Specifically, CBLO and TPLO produce an increase in compressive forces of 54% and 37%, respectively, at 90° flexion. However, TPLO produces higher compressive forces (up to 16%) with respect to CBLO for wider flexion angles ranging from 135° to 117°. Conversely, TPLO generates lower forces in patellar ligament and quadriceps muscle, compared to CBLO. In light of the higher intra-articular compressive force over the physiological walking range of flexion, which was observed to result from TPLO in the current study, the use of this technique should be carefully considered.
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Affiliation(s)
- Giovanni Putame
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Mara Terzini
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Cristina Bignardi
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Brian Beale
- Gulf Coast Veterinary Specialists, Houston, TX, United States
| | - Don Hulse
- Austin Veterinary Emergency and Specialty Center, Austin, TX, United States
| | - Elisabetta Zanetti
- Department of Industrial Engineering, Università di Perugia, Perugia, Italy
| | - Alberto Audenino
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
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Razu SS, Guess TM. Electromyography-Driven Forward Dynamics Simulation to Estimate In Vivo Joint Contact Forces During Normal, Smooth, and Bouncy Gaits. J Biomech Eng 2018; 140:2664392. [PMID: 29164228 PMCID: PMC6056185 DOI: 10.1115/1.4038507] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Revised: 10/25/2017] [Indexed: 11/08/2022]
Abstract
Computational models that predict in vivo joint loading and muscle forces can potentially enhance and augment our knowledge of both typical and pathological gaits. To adopt such models into clinical applications, studies validating modeling predictions are essential. This study created a full-body musculoskeletal model using data from the "Sixth Grand Challenge Competition to Predict in vivo Knee Loads." This model incorporates subject-specific geometries of the right leg in order to concurrently predict knee contact forces, ligament forces, muscle forces, and ground contact forces. The objectives of this paper are twofold: (1) to describe an electromyography (EMG)-driven modeling methodology to predict knee contact forces and (2) to validate model predictions by evaluating the model predictions against known values for a patient with an instrumented total knee replacement (TKR) for three distinctly different gait styles (normal, smooth, and bouncy gaits). The model integrates a subject-specific knee model onto a previously validated generic full-body musculoskeletal model. The combined model included six degrees-of-freedom (6DOF) patellofemoral and tibiofemoral joints, ligament forces, and deformable contact forces with viscous damping. The foot/shoe/floor interactions were modeled by incorporating shoe geometries to the feet. Contact between shoe segments and the floor surface was used to constrain the shoe segments. A novel EMG-driven feedforward with feedback trim motor control strategy was used to concurrently estimate muscle forces and knee contact forces from standard motion capture data collected on the individual subject. The predicted medial, lateral, and total tibiofemoral forces represented the overall measured magnitude and temporal patterns with good root-mean-squared errors (RMSEs) and Pearson's correlation (p2). The model accuracy was high: medial, lateral, and total tibiofemoral contact force RMSEs = 0.15, 0.14, 0.21 body weight (BW), and (0.92 < p2 < 0.96) for normal gait; RMSEs = 0.18 BW, 0.21 BW, 0.29 BW, and (0.81 < p2 < 0.93) for smooth gait; and RMSEs = 0.21 BW, 0.22 BW, 0.33 BW, and (0.86 < p2 < 0.95) for bouncy gait, respectively. Overall, the model captured the general shape, magnitude, and temporal patterns of the contact force profiles accurately. Potential applications of this proposed model include predictive biomechanics simulations, design of TKR components, soft tissue balancing, and surgical simulation.
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Affiliation(s)
- Swithin S. Razu
- Department of Bioengineering,
University of Missouri,
801 Clark Hall,
Columbia, MO 65211-4250
e-mail:
| | - Trent M. Guess
- Department of Physical Therapy,
University of Missouri,
801 Clark Hall,
Columbia, MO 65211-4250;
Department of Orthopaedic Surgery,
University of Missouri,
1100 Virginia Ave,
Columbia, MO 65201
e-mail:
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11
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Kang KT, Kim SH, Son J, Lee YH, Kim S, Chun HJ. Probabilistic evaluation of the material properties of the in vivo subject-specific articular surface using a computational model. J Biomed Mater Res B Appl Biomater 2016; 105:1390-1400. [PMID: 27080324 DOI: 10.1002/jbm.b.33666] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Revised: 02/14/2016] [Accepted: 03/10/2016] [Indexed: 11/06/2022]
Abstract
This article used probabilistic analysis to evaluate material properties of the in vivo subject-specific tibiofemoral (TF) joint model. Sensitivity analysis, based on a Monte Carlo (MC) method, was performed using a subject-specific finite element (FE) model generated from in vivo computed tomography (CT) and magnetic resonance imaging (MRI) data, subjected to two different loading conditions. Specifically, the effects of inherent uncertainty in ligament stiffness, horn attachment stiffness, and articular surface material properties were assessed using multifactorial global sensitivity analysis. The MRI images were taken before and after axial compression, and when the flexion condition had been maintained at up to 90 degree flexion in the subject-specific knee joint. The loading conditions of the probabilistic subject-specific FE model (axial compression and 90 degree flexion) were similar to the MRI acquisition setup. We were able to detect the influence of material parameters while maintaining the potential effect of parametric interactions. Throughout the in silico property optimization, a subject-specific FE model was used and less sensitive parameters were eliminated in the global sensitivity method. Soft tissue material properties were estimated using an optimization procedure that involved the minimization of the differences between the kinematics predicted by the subject-specific model and those obtained through in vivo subject-specific data. The results of this approach suggest that the articular surface mechanical properties could be found by using in vivo measurements, which clarifies the valuable tool for future subject-specific studies related to TF joint scaffolds, allografts and biologics. © 2016 Wiley Periodicals, Inc. J Biomed Mater Res Part B: Appl Biomater, 105B: 1390-1400, 2017.
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Affiliation(s)
- Kyoung-Tak Kang
- Department of Mechanical Engineering, Yonsei University, Seoul, 03722, Republic of Korea
| | - Sung-Hwan Kim
- Department of Orthopedic Surgery, Gangnam Severance Hospital, Arthroscopy and Joint Research Institute, Yonsei University College of Medicine, Seoul, 06273, Republic of Korea
| | - Juhyun Son
- Department of Mechanical Engineering, Yonsei University, Seoul, 03722, Republic of Korea
| | - Young Han Lee
- Department of Radiology, Research Institute of Radiological Science, Medical Convergence Research Institue, and Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea
| | - Shinil Kim
- Department of Orthopedic Surgery, Jeju National University Hospital, Jeju, 63241, Republic of Korea
| | - Heoung-Jae Chun
- Department of Mechanical Engineering, Yonsei University, Seoul, 03722, Republic of Korea
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