4.7 Article

12 Degrees of Freedom Muscle Force Driven Fibril-Reinforced Poroviscoelastic Finite Element Model of the Knee Joint

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TNSRE.2020.3037411

Keywords

Muscles; Deformable models; Computational modeling; Analytical models; Kinematics; Biological tissues; Ligaments; Multiscale modeling; Musculoskeletal modeling; finite element analysis; knee joint; electromyography (EMG); elastic foundation

Funding

  1. European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie Grant [713645]
  2. Academy of Finland [286526, 324529, 324994, 328920]
  3. Sigrid Juselius Foundation
  4. Paivikki and Sakari Sohlberg Foundation
  5. Academy of Finland (AKA) [328920, 324994, 324529, 324529, 324994, 328920] Funding Source: Academy of Finland (AKA)

Ask authors/readers for more resources

Accurate knowledge of joint mechanics is critical in assessing musculoskeletal disorders. A new model combining muscle and mechanical elements was developed to simulate joint function, showing improved results compared to conventional models.
Accurate knowledge of the joint kinematics, kinetics, and soft tissue mechanical responses is essential in the evaluation of musculoskeletal (MS) disorders. Since in vivo measurement of these quantities requires invasive methods, musculoskeletal finite element (MSFE) models are widely used for simulations. There are, however, limitations in the current approaches. Sequentially linked MSFE models benefit from complex MS and FE models; however, MS model's outputs are independent of the FE model calculations. On the other hand, due to the computational burden, embedded (concurrent) MSFE models are limited to simple material models and cannot estimate detailed responses of the soft tissue. Thus, first we developed a MSFE model of the knee with a subject-specific MS model utilizing an embedded 12 degrees of freedom (DoFs) knee joint with elastic cartilages in which included both secondary kinematic and soft tissue deformations in the muscle force estimation (inverse dynamics). Then, a muscle-force-driven FE model with fibril-reinforced poroviscoelastic cartilages and fibril-reinforced poroelastic menisci was used in series to calculate detailed tissue mechanical responses (forward dynamics). Second, to demonstrate that our workflow improves the simulation results, outputs were compared to results from the same FE models which were driven by conventional MS models with a 1 DoF knee, with and without electromyography (EMG) assistance. The FE model driven by both the embedded and the EMG-assisted MS models estimated similar results and consistent with experiments from literature, compared to the results estimated by the FE model driven by the MS model with 1 DoF knee without EMG assistance.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available