Laplace-based modeling of fiber orientation in the tongue

Arnold Gomez, Nahla Elsaid, Maureen L. Stone, Jiachen Zhuo, Jerry Ladd Prince

Research output: Contribution to journalArticle

Abstract

Mechanical modeling of tongue deformation plays a significant role in the study of breathing, swallowing, and speech production. In the absence of internal joints, fiber orientations determine the direction of sarcomeric contraction and have great influence over real and simulated tissue motion. However, subject-specific experimental observations of fiber distribution are difficult to obtain; thus, models of fiber distribution are generally used in mechanical simulations. This paper describes modeling of fiber distribution using solutions of Laplace equations and compares the effectiveness of this approach against tractography from diffusion tensor magnetic resonance imaging. The experiments included qualitative comparison of streamlines from the fiber model against experimental tractography, as well as quantitative differences between biomechanical simulations focusing in the region near the genioglossus. The model showed good overall agreement in terms of fiber directionality and muscle positioning when compared to subject-specific imaging results and the literature. The angle between the fiber distribution model against tractography in the genioglossus and geniohyoid muscles averaged 22 likely due to experimental noise. However, kinematic responses were similar between simulations with modeled fibers versus experimentally obtained fibers; average discrepancy in surface displacement ranged from 1 to 7 mm, and average strain residual magnitude ranged from 4 × 10 - 3 to 0.2. The results suggest that, for simulation purposes, the modeled fibers can act as a reasonable approximation for the tongue’s fiber distribution. Also, given its agreement with the global tongue anatomy, the approach may be used in model-based reconstruction of displacement tracking and diffusion results.

Original languageEnglish (US)
Pages (from-to)1119-1130
Number of pages12
JournalBiomechanics and Modeling in Mechanobiology
Volume17
Issue number4
DOIs
StatePublished - Aug 1 2018

Fingerprint

Fiber Orientation
Fiber reinforced materials
Laplace
Tongue
Fiber
Fibers
Modeling
Muscles
Diffusion Magnetic Resonance Imaging
Deglutition
Biomechanical Phenomena
Noise
Anatomy
Respiration
Theoretical Models
Joints
Muscle
Simulation
Speech Production
Imaging techniques

Keywords

  • Biomechanical modeling
  • Fiber orientation
  • Magnetic resonance
  • Tongue biomechanics

ASJC Scopus subject areas

  • Biotechnology
  • Modeling and Simulation
  • Mechanical Engineering

Cite this

Laplace-based modeling of fiber orientation in the tongue. / Gomez, Arnold; Elsaid, Nahla; Stone, Maureen L.; Zhuo, Jiachen; Prince, Jerry Ladd.

In: Biomechanics and Modeling in Mechanobiology, Vol. 17, No. 4, 01.08.2018, p. 1119-1130.

Research output: Contribution to journalArticle

Gomez, Arnold ; Elsaid, Nahla ; Stone, Maureen L. ; Zhuo, Jiachen ; Prince, Jerry Ladd. / Laplace-based modeling of fiber orientation in the tongue. In: Biomechanics and Modeling in Mechanobiology. 2018 ; Vol. 17, No. 4. pp. 1119-1130.
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