The NIH National Center for Physics-based Simulation of Biological Structures
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The NIH National Center for Physics-based Simulation of Biological Structures A Multiscale Modeling Framework for Predicting Bone and Cartilage Stress in Patients with Patellofemoral Pain Syndrome Pal, S 1 ; Besier, TF 2 ; Draper, CE 1 ; Gold, GE 1 ; Fredericson, M 1 ; Delp, SL 1 ; and Beaupré, GS 1,3 1 Stanford University, CA; 2 University of Auckland, NZ; 3 VA Rehab. R&D Center Palo Alto, CA Public health relevance: Patellofemoral pain syndrome is common, affecting millions of individuals nationwide and costing billions in health care spending. Current treatment methods are unpredictable and often unsatisfactory as this syndrome has many possible causes that are difficult to diagnose. The goal of our study is to understand the mechanisms underlying PF pain and improve the efficacy of clinical outcomes. Purpose: To determine patellofemoral (PF) stress during activities of daily living using patient- specific computational modeling. Imaging PF Joint Simulations Motion Analysis Whole Body Simulations Result: Gender Differences Result: Predict Clinical Outcomes Acknowledgements: NIH (U54 GM072970, EB005790-05); VA Rehab. R&D Service (A2592R) We acquired 3D knee geometry of subjects using a combination of (A) supine, high resolution MRI and (B) PET/CT imaging. We acquired in vivo kinematics by registering the models to upright, weightbearing MRI (C). The hotspot on the PET/CT image indicates region of elevated bone metabolic activity. We analyzed the motion of subjects while performing activities of daily living, including (A) upright, weightbearing squat and (B) walking. We recorded muscle electromyography (EMG) activations during the functional tasks (C). We created subject-specific simulations of activities of daily living (A, B) using an EMG- based musculoskeletal model (C). The musculoskeletal model included a Hill-type muscle actuator and EMG-to-activation dynamics. Females with PF pain have greater patellar cartilage stress than males with PF pain (p = 0.02). This may explain the greater prevalence of PF pain in females compared to males. A vastus medialis muscle strengthening intervention resulted in increased contact area and decreased PF stress. This is a personalized medicine approach to treatment of PF pain. 0 100 200 300 400 0 30 60 Contact Area (mm 2 ) Tibia Flexion (deg.) Pre Post 0.0 0.5 1.0 1.5 0 30 60 Tibia Flexion (deg.) Stress (MPa) Pre Post High Low We developed patient-specific finite element models of the PF joint (A). We determined bone and cartilage stress during activities of daily living (B, C). We assigned cartilage material properties based on experimental studies, and bone material properties based on PET/CT data. A B C A B C A B Stance Swing Filtered EMG Raw EMG C Musculotendon actuator Force Length Velocity A B C Females Males Strain Energy Density (J/m 3 ) 0 1 2 3 4 5 *
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A Multiscale Modeling Framework for Predicting Bone and Cartilage Stress in Patients with Patellofemoral Pain Syndrome Pal, S 1 ; Besier, TF 2 ; Draper, CE 1 ; Gold, GE 1 ; Fredericson, M 1 ; Delp , SL 1 ; and Beaupré , GS 1,3 - PowerPoint PPT Presentation
Transcript of The NIH National Center for Physics-based Simulation of Biological Structures
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The NIH National Center for Physics-based Simulation of Biological StructuresA Multiscale Modeling Framework for Predicting Bone and Cartilage Stress in Patients with Patellofemoral Pain SyndromePal, S1; Besier, TF2; Draper, CE1; Gold, GE1; Fredericson, M1; Delp, SL1; and Beaupr, GS1,31Stanford University, CA; 2 University of Auckland, NZ; 3VA Rehab. R&D Center Palo Alto, CAPublic health relevance: Patellofemoral pain syndrome is common, affecting millions of individuals nationwide and costing billions in health care spending. Current treatment methods are unpredictable and often unsatisfactory as this syndrome has many possible causes that are difficult to diagnose. The goal of our study is to understand the mechanisms underlying PF pain and improve the efficacy of clinical outcomes.Purpose: To determine patellofemoral (PF) stress during activities of daily living using patient-specific computational modeling. ImagingPF Joint SimulationsMotion AnalysisWhole Body SimulationsResult: Gender DifferencesResult: Predict Clinical OutcomesAcknowledgements: NIH (U54 GM072970, EB005790-05); VA Rehab. R&D Service (A2592R)We acquired 3D knee geometry of subjects using a combination of (A) supine, high resolution MRI and (B) PET/CT imaging. We acquired in vivo kinematics by registering the models to upright, weightbearing MRI (C). The hotspot on the PET/CT image indicates region of elevated bone metabolic activity. We analyzed the motion of subjects while performing activities of daily living, including (A) upright, weightbearing squat and (B) walking. We recorded muscle electromyography (EMG) activations during the functional tasks (C).We created subject-specific simulations of activities of daily living (A, B) using an EMG-based musculoskeletal model (C). The musculoskeletal model included a Hill-type muscle actuator and EMG-to-activation dynamics. Females with PF pain have greater patellar cartilage stress than males with PF pain (p = 0.02). This may explain the greater prevalence of PF pain in females compared to males.A vastus medialis muscle strengthening intervention resulted in increased contact area and decreased PF stress. This is a personalized medicine approach to treatment of PF pain.
Contact Area (mm2)Tibia Flexion (deg.)
PrePost
Tibia Flexion (deg.)Stress (MPa)PrePost
HighLowWe developed patient-specific finite element models of the PF joint (A). We determined bone and cartilage stress during activities of daily living (B, C). We assigned cartilage material properties based on experimental studies, and bone material properties based on PET/CT data.
A
B
C
A
B
C
A
B
StanceSwingFiltered EMGRaw EMGC
Musculotendon actuator
ForceLengthVelocityABCFemalesMalesStrain Energy Density (J/m3)
*
