TY - JOUR
T1 - Torsion Tool: An automated tool for personalising femoral and tibial geometries in OpenSim musculoskeletal models
T2 - An automated tool for personalising femoral and tibial geometries in OpenSim musculoskeletal models
AU - Veerkamp, Kirsten
AU - Kainz, Hans
AU - Killen, Bryce A.
AU - Jónasdóttir, Hulda
AU - van der Krogt, Marjolein M.
N1 - Funding Information: The authors would like to thank Lorenzo Pitto for providing the code to calculate the NSA and AVA angles. This study was supported by a Griffith University Advanced Queensland GCORE Postgraduate Research Scholarship to KV and by Amsterdam Movement Sciences, under the Innovation Call 2018, Tenure Development grant to MK. Publisher Copyright: © 2021 The Author(s) Copyright: Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/8/26
Y1 - 2021/8/26
N2 - Common practice in musculoskeletal modelling is to use scaled musculoskeletal models based on a healthy adult, but this does not consider subject-specific geometry, such as tibial torsion and femoral neck-shaft and anteversion angles (NSA and AVA). The aims of this study were to (1) develop an automated tool for creating OpenSim models with subject-specific tibial torsion and femoral NSA and AVA, (2) evaluate the femoral component, and (3) release the tool open-source. The Torsion Tool (https://simtk.org/projects/torsiontool) is a MATLAB-based tool that requires an individual's tibial torsion, NSA and AVA estimates as input and rotates corresponding bones and associated muscle points of a generic musculoskeletal model. Performance of the Torsion Tool was evaluated comparing femur bones as personalised with the Torsion Tool and scaled generic femurs with manually segmented bones as golden standard for six typically developing children and thirteen children with cerebral palsy. The tool generated femur geometries closer to the segmentations, with lower maximum (−19%) and root mean square (−18%) errors and higher Jaccard indices (+9%) compared to generic femurs. Furthermore, the tool resulted in larger improvements for participants with higher NSA and AVA deviations. The Torsion Tool allows an automatic, fast, and user-friendly way of personalising femoral and tibial geometry in an OpenSim musculoskeletal model. Personalisation is expected to be particularly relevant in pathological populations, as will be further investigated by evaluating the effects on simulation outcomes.
AB - Common practice in musculoskeletal modelling is to use scaled musculoskeletal models based on a healthy adult, but this does not consider subject-specific geometry, such as tibial torsion and femoral neck-shaft and anteversion angles (NSA and AVA). The aims of this study were to (1) develop an automated tool for creating OpenSim models with subject-specific tibial torsion and femoral NSA and AVA, (2) evaluate the femoral component, and (3) release the tool open-source. The Torsion Tool (https://simtk.org/projects/torsiontool) is a MATLAB-based tool that requires an individual's tibial torsion, NSA and AVA estimates as input and rotates corresponding bones and associated muscle points of a generic musculoskeletal model. Performance of the Torsion Tool was evaluated comparing femur bones as personalised with the Torsion Tool and scaled generic femurs with manually segmented bones as golden standard for six typically developing children and thirteen children with cerebral palsy. The tool generated femur geometries closer to the segmentations, with lower maximum (−19%) and root mean square (−18%) errors and higher Jaccard indices (+9%) compared to generic femurs. Furthermore, the tool resulted in larger improvements for participants with higher NSA and AVA deviations. The Torsion Tool allows an automatic, fast, and user-friendly way of personalising femoral and tibial geometry in an OpenSim musculoskeletal model. Personalisation is expected to be particularly relevant in pathological populations, as will be further investigated by evaluating the effects on simulation outcomes.
KW - Cerebral palsy
KW - Femoral anteversion
KW - Musculoskeletal modeling
KW - Subject-specific
KW - Tibial torsion
UR - http://www.scopus.com/inward/record.url?scp=85109457865&partnerID=8YFLogxK
U2 - https://doi.org/10.1016/j.jbiomech.2021.110589
DO - https://doi.org/10.1016/j.jbiomech.2021.110589
M3 - Article
C2 - 34218040
SN - 0021-9290
VL - 125
JO - Journal of Biomechanics
JF - Journal of Biomechanics
M1 - 110589
ER -