TY - JOUR
T1 - Investigation on masticatory muscular functionality following oral reconstruction – An inverse identification approach
AU - Zheng, Keke
AU - Liao, Zhipeng
AU - Yoda, Nobuhiro
AU - Fang, Jianguang
AU - Chen, Junning
AU - Zhang, Zhongpu
AU - Zhong, Jingxiao
AU - Peck, Christopher
AU - Sasaki, Keiichi
AU - Swain, Michael V.
AU - Li, Qing
N1 - Funding Information:
We are grateful to Dr. Shigeto Koyama, Dr. Atsushi Takeda and Dr. Naoko Sato for recruiting and caring for the patient. This work was supported by Australian Research Council (ARC) through the Discovery Scheme ( DP160104602 ). The first and second authors are the recipients of Australian Postgraduate Award (APA) at The University of Sydney.
Funding Information:
We are grateful to Dr. Shigeto Koyama, Dr. Atsushi Takeda and Dr. Naoko Sato for recruiting and caring for the patient. This work was supported by Australian Research Council (ARC)through the Discovery Scheme (DP160104602). The first and second authors are the recipients of Australian Postgraduate Award (APA)at The University of Sydney. Authors have no conflict of interest concerning the present manuscript.
Publisher Copyright:
© 2019 Elsevier Ltd
PY - 2019/6/11
Y1 - 2019/6/11
N2 - The human masticatory system has received significant attention in the areas of biomechanics due to its sophisticated co-activation of a group of masticatory muscles which contribute to the fundamental oral functions. However, determination of each muscular force remains fairly challenging in vivo; the conventional data available may be inapplicable to patients who experience major oral interventions such as maxillofacial reconstruction, in which the resultant unsymmetrical anatomical structure invokes a more complex stomatognathic functioning system. Therefore, this study aimed to (1)establish an inverse identification procedure by incorporating the sequential Kriging optimization (SKO)algorithm, coupled with the patient-specific finite element analysis (FEA)in silico and occlusal force measurements at different time points over a course of rehabilitation in vivo; and (2)evaluate muscular functionality for a patient with mandibular reconstruction using a fibula free flap (FFF)procedure. The results from this study proved the hypothesis that the proposed method is of certain statistical advantage of utilizing occlusal force measurements, compared to the traditionally adopted optimality criteria approaches that are basically driven by minimizing the energy consumption of muscle systems engaged. Therefore, it is speculated that mastication may not be optimally controlled, in particular for maxillofacially reconstructed patients. For the abnormal muscular system in the patient with orofacial reconstruction, the study shows that in general, the magnitude of muscle forces fluctuates over the 28-month rehabilitation period regardless of the decreasing trend of the maximum muscular capacity. Such finding implies that the reduction of the masticatory muscle activities on the resection side might lead to non-physiological oral biomechanical responses, which can change the muscular activities for stabilizing the reconstructed mandible.
AB - The human masticatory system has received significant attention in the areas of biomechanics due to its sophisticated co-activation of a group of masticatory muscles which contribute to the fundamental oral functions. However, determination of each muscular force remains fairly challenging in vivo; the conventional data available may be inapplicable to patients who experience major oral interventions such as maxillofacial reconstruction, in which the resultant unsymmetrical anatomical structure invokes a more complex stomatognathic functioning system. Therefore, this study aimed to (1)establish an inverse identification procedure by incorporating the sequential Kriging optimization (SKO)algorithm, coupled with the patient-specific finite element analysis (FEA)in silico and occlusal force measurements at different time points over a course of rehabilitation in vivo; and (2)evaluate muscular functionality for a patient with mandibular reconstruction using a fibula free flap (FFF)procedure. The results from this study proved the hypothesis that the proposed method is of certain statistical advantage of utilizing occlusal force measurements, compared to the traditionally adopted optimality criteria approaches that are basically driven by minimizing the energy consumption of muscle systems engaged. Therefore, it is speculated that mastication may not be optimally controlled, in particular for maxillofacially reconstructed patients. For the abnormal muscular system in the patient with orofacial reconstruction, the study shows that in general, the magnitude of muscle forces fluctuates over the 28-month rehabilitation period regardless of the decreasing trend of the maximum muscular capacity. Such finding implies that the reduction of the masticatory muscle activities on the resection side might lead to non-physiological oral biomechanical responses, which can change the muscular activities for stabilizing the reconstructed mandible.
KW - Inverse identification
KW - Mandibular reconstruction
KW - Muscle forces
KW - Occlusal force
KW - Optimality criteria
KW - Sequential Kriging Optimization (SKO)
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U2 - 10.1016/j.jbiomech.2019.04.007
DO - 10.1016/j.jbiomech.2019.04.007
M3 - Article
C2 - 31079877
AN - SCOPUS:85065207885
SN - 0021-9290
VL - 90
SP - 1
EP - 8
JO - Journal of Biomechanics
JF - Journal of Biomechanics
ER -