Prediction of jaw opening function after mandibular reconstruction using subject-specific musculoskeletal modelling

J Oral Rehabil. 2024 Jun;51(6):1050-1060. doi: 10.1111/joor.13670. Epub 2024 Mar 27.

Abstract

Background: Mandibular reconstruction patients often suffer abnormalities in the mandibular kinematics. In silico simulations, such as musculoskeletal modelling, can be used to predict post-operative mandibular kinematics. It is important to validate the mandibular musculoskeletal model and analyse the factors influencing its accuracy.

Objectives: To investigate the jaw opening-closing movements after mandibular reconstruction, as predicted by the subject-specific musculoskeletal model, and the factors influencing its accuracy.

Methods: Ten mandibular reconstruction patients were enrolled in this study. Cone-beam computed tomography images, mandibular movements, and surface electromyogram signals were recorded preoperatively. A subject-specific mandibular musculoskeletal model was established to predict surgical outcomes using patient-averaged muscle parameter changes as model inputs. Jaw bone geometry was replaced by surgical planning results, and the muscle insertion sites were registered based on the non-rigid iterative closest point method. The predicted jaw kinematic data were validated based on 6-month post-operative measurements. Correlations between the prediction accuracy and patient characteristics (age, pathology and surgical scope) were further analysed.

Results: The root mean square error (RMSE) for lower incisor displacement was 31.4%, and the error for peak magnitude of jaw opening was 4.9 mm. Age, post-operative infection and radiotherapy influenced the prediction accuracy. The amount of masseter detachment showed little correlation with jaw opening.

Conclusion: The mandibular musculoskeletal model successfully predicted short-range jaw opening functions after mandibular reconstruction. It provides a novel surgical planning method to predict the risk of developing trismus.

Keywords: mandibular reconstruction; multibody dynamics; musculoskeletal model; range of motion; subject‐specific modelling; surgical planning.

MeSH terms

  • Adult
  • Biomechanical Phenomena
  • Computer Simulation
  • Cone-Beam Computed Tomography*
  • Electromyography*
  • Female
  • Humans
  • Male
  • Mandible* / diagnostic imaging
  • Mandible* / physiopathology
  • Mandible* / surgery
  • Mandibular Reconstruction* / methods
  • Middle Aged
  • Patient-Specific Modeling
  • Range of Motion, Articular / physiology
  • Treatment Outcome
  • Young Adult