Development of particle swarm and topology optimization-based modeling for mandibular distractor plates

ŞENSOY A. T., KAYMAZ İ., ERTAŞ Ü.

SWARM AND EVOLUTIONARY COMPUTATION, cilt.53, 2020 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 53
  • Basım Tarihi: 2020
  • Doi Numarası: 10.1016/j.swevo.2020.100645
  • Dergi Adı: SWARM AND EVOLUTIONARY COMPUTATION
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Compendex, INSPEC
  • Anahtar Kelimeler: Patient-specific mandibular distraction osteogenesis, Optimization of the screw configuration and the osteotomy line, Particle swarm optimization, Topology optimization, Stabilization of callus, STRESS-DISTRIBUTION, OSTEOGENESIS, FIXATION, BONE, IMPLANT, COMPLICATIONS, RECONSTRUCTION, STABILIZATION, DEFORMITIES, SENSITIVITY
  • Atatürk Üniversitesi Adresli: Evet

Özet

Mandibular Distraction Osteogenesis (MDO) is a common clinical procedure to correct mandibular retrognathia. However, since there is not a gold standard for determining the screw positions for current MDO operations, deviation of distraction direction and malocclusion increases. This case results in need of additional operations that affect the callus stability. In these cases, relapse risk increases and remodelling period gets longer. On the other hand, large volume of the distractor plates results in more invasive treatment and negatively affects the patients' comfort. To overcome these problems, this study offers a new method including; virtual surgery simulation, determining the optimum screw configuration using particle swarm optimization loop linked between MATLAB-PYTHON-ANSYS programs and the design of distractor plate geometry with topology optimization. In order to test the proposed method, two different Finite Element (FE) models, CM and OM, were established based on conventional and optimum method, respectively. FEA results of the current study reveals that OM has 33.56% less displacement compared to CM, and the most critical screw in terms of screw loosening for OM has 35.29% less strain value than CM. These outcomes show OM shows superior callus stability in comparison with CM. On the other hand, redesign of the distractor plates using topology optimization according to the best screw positions provides 43.32% reduction in the total implant volume which means reduced cost and a less invasive MDO operation. Therefore, the clinical use of this protocol is expected to increase the success of the operation by shortening the recovery period.