TY - JOUR
T1 - Neural-driven activation of 3D muscle within a finite element framework
T2 - exploring applications in healthy and neurodegenerative simulations
AU - Babcock, Colton D.
AU - Volk, Victoria L.
AU - Zeng, Wei
AU - Hamilton, Landon D.
AU - Shelburne, Kevin B.
AU - Fitzpatrick, Clare K.
N1 - Publisher Copyright:
© 2023 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2024
Y1 - 2024
N2 - This paper presents a novel computational framework for neural-driven finite element muscle models, with an application to amyotrophic lateral sclerosis (ALS). The multiscale neuromusculoskeletal (NMS) model incorporates physiologically accurate motor neurons, 3D muscle geometry, and muscle fiber recruitment. It successfully predicts healthy muscle force and tendon elongation and demonstrates a progressive decline in muscle force due to ALS, dropping from 203 N (healthy) to 155 N (120 days after ALS onset). This approach represents a preliminary step towards developing integrated neural and musculoskeletal simulations to enhance our understanding of neurodegenerative and neurodevelopmental conditions through predictive NMS models.
AB - This paper presents a novel computational framework for neural-driven finite element muscle models, with an application to amyotrophic lateral sclerosis (ALS). The multiscale neuromusculoskeletal (NMS) model incorporates physiologically accurate motor neurons, 3D muscle geometry, and muscle fiber recruitment. It successfully predicts healthy muscle force and tendon elongation and demonstrates a progressive decline in muscle force due to ALS, dropping from 203 N (healthy) to 155 N (120 days after ALS onset). This approach represents a preliminary step towards developing integrated neural and musculoskeletal simulations to enhance our understanding of neurodegenerative and neurodevelopmental conditions through predictive NMS models.
KW - Neuromuscular modeling
KW - finite element
KW - muscle activation
KW - neural-driven
KW - neurodegenerative
UR - http://www.scopus.com/inward/record.url?scp=85176454825&partnerID=8YFLogxK
U2 - 10.1080/10255842.2023.2280772
DO - 10.1080/10255842.2023.2280772
M3 - Article
C2 - 37966863
AN - SCOPUS:85176454825
SN - 1025-5842
VL - 27
SP - 2389
EP - 2399
JO - Computer Methods in Biomechanics and Biomedical Engineering
JF - Computer Methods in Biomechanics and Biomedical Engineering
IS - 16
ER -