Home / Regular Issue / JST Vol. 30 (4) Oct. 2022 / JST-3432-2022

 

Development of Regression Models for the Prediction of NiTi Archwire Forces in an Orthodontic Bracket System Using Response Surface Methodology

Sareh Aiman Hilmi Abu Seman, Ching Wei Ng, Muhammad Fauzinizam Razali and Abdus Samad Mahmud

Pertanika Journal of Science & Technology, Volume 30, Issue 4, October 2022

DOI: https://doi.org/10.47836/pjst.30.4.04

Keywords: Bending, NiTi archwire, orthodontic bracket, response surface methodology, unloading force

Published on: 28 September 2022

Superelastic NiTi archwire is extensively employed in the early stage of orthodontic therapy due to its capacity to transmit constant and light force to the tooth. The archwire force prediction for orthodontic treatment planning becomes a challenging process as the generated friction at the wire-bracket interface modifies the force exerted by the NiTi archwire. If plotted, the typical force plateau behavior of the superelastic NiTi archwire now gives way to a slope. This study established regression models for estimating the magnitude of forces released by NiTi archwire when bent at various settings in an orthodontic bracket system. Four bending settings parameters were considered: archwire geometry, inter bracket distance, the magnitude of archwire deflection, and testing temperature. The relationships between the settings and the wire forces were investigated using a response surface methodology approach based on data obtained from bending simulation. The magnitude and slope of the unloading force of superelastic NiTi archwire decrease gradually as the amount of wire deflection and inter-bracket distance increase, respectively. NiTi archwires with a diameter of 0.016 inches are best used in the early stages of orthodontic therapy because of their lower unloading forces of 0.57 N to 1.71 N and lower force slope values of 0.13 N/mm to 0.72 N/mm. The developed regression models have strong R-squared values for the loading force, unloading force, and force slope of 0.996, 0.9830, and 0.9748, respectively, and may thus be used to aid the orthodontist in forecasting the amount of force being exerted on a tooth in various malocclusion conditions.

  • Alavi, S., & Hosseini, N. (2012). Load-deflection and surface properties of coated and conventional superelastic orthodontic archwires in conventional and metal-insert ceramic brackets. Dental Research Journal, 9(2), 133-138. https://doi.org/10.4103/1735-3327.95225

  • Arreghini, A., Lombardo, L., Mollica, F., & Siciliani, G. (2016). Load deflection characteristics of square and rectangular archwires. International Orthodontics, 14(1), 1-14. https://doi.org/10.1016/j.ortho.2015.12.011

  • Auricchio, F., & Taylor, R. L. (1997). Shape-memory alloys: Modelling and numerical simulations of the finite-strain superelastic behavior. Compurter Methods in Applied Mechanics and Engineering, 143(1-2), 175-194. https://doi.org/10.1016/S0045-7825(96)01147-4

  • Badawi, H. M., Toogood, R. W., Carey J. P. R., Heo, G., & Major, P. W. (2009). Three-dimensional orthodontic force measurements. American Journal of Orthodontics and Dentofacial Orthopedics, 136(4), 518-528. https://doi.org/10.1016/j.ajodo.2009.02.025

  • Elayyan, F., Silikas, N., & Bearn, D. (2010). Mechanical properties of coated superelastic archwires in conventional and self-ligating orthodontic brackets. American Journal of Orthodontics and Dentofacial Orthopedics, 137(2), 213-217. https://doi.org/10.1016/j.ajodo.2008.01.026

  • Franchi, L., Baccetti, T., Camporesi, M., & Giuntini, V. (2009). Forces released by nonconventional bracket or ligature systems during alignment of buccally displaced teeth. American Journal of Orthodontics and Dentofacial Orthopedics, 136(3), 316.e1-316.e6. https://doi.org/10.1016/j.ajodo.2009.02.016

  • Higa, R. H., Henriques, J. F. C., Janson, G., Matias, M., Freitas, K. M. S., Henriques, F. P., & Francisconi, M. F. (2017). Force level of small diameter nickel-titanium orthodontic wires ligated with different methods. Progress in Orthodontics, 18(1), Article 21. https://doi.org/10.1186/s40510-017-0175-z

  • Kusy, R. P., & Whitley, J. Q. (2000). Resistance to sliding of orthodontic appliances in the dry and wet states: Influence of archwire alloy, interbracket distance, and bracket engagement. Journal of Biomedical Materials Research, 52(4), 797-811. https://doi.org/10.1002/1097-4636(20001215)52:4%3C797::AID-JBM25%3E3.0.CO;2-9

  • Nucera, R., Gatto, E., Borsellino, C., Aceto, P., Fabiano, F., Matarese, G., Perillo, L., & Cordasco, G. (2014). Influence of bracket-slot design on the forces released by superelastic nickel-titanium alignment wires in different deflection configurations. The Angle Orthodontist, 84(3), 541-547. https://doi.org/10.2319/060213-416.1

  • Papageorgiou, S. N., Höchli, D., & Eliades, T. (2017). Outcomes of comprehensive fixed appliance orthodontic treatment: A systematic review with meta-analysis and methodological overview. The Korean Journal of Orthodontics, 47(6), 401-413. https://doi.org/10.4041/kjod.2017.47.6.401

  • Proffit, W., Fields, H., Larson, B., & Sarver, D. (2018). Contemporary orthodontics. Elsevier.

  • Razali, M. F. (2018). Phase transformation and force-deflection responses of NiTi archwire for bracket assembly in orthodontic treatment [Unpublished Doctoral dissertation]. Universiti Sains Malaysia, Malaysia.

  • Razali, M. F., Mahmud, A. S., & Mokhtar, N. (2018). Force delivery of NiTi orthodonticarchwire at different magnitude of deflections and temperatures: A finite element study. Journal of the Mechanical Behavior of Biomedical Materials, 77, 234-241. https://doi.org/10.1016/j.jmbbm.2017.09.021

  • Thalman, T. D. (2008). Unloading behavior and potential binding of superelastic orthodontic leveling wires [Unpublished Doctoral dissertation]. Saint Louis University, USA.

  • Theodorou, C. I., Kujipers-Jagtman, A. M., Bronkhorst, E. M., & Wagener, F. A. D. T. G. (2019). Optimal force magnitude for bodily orthodontic tooth movement with fixed appliances: A systematic review. American Journal of Orthodontics and Dentofacial Orthopedics, 156(5), 582-592. https://doi.org/10.1016/j.ajodo.2019.05.011

  • Wilkinson, P. D., Dysart, P. S., Hood, J. A. A., & Herbison, G. P. (2002). Load-deflection characteristics of superelastic nickel-titanium orthodontic wires. American Journal of Orthodontics and Dentofacial Orthopedics, 121(5), 483-495. https://doi.org/10.1067/mod.2002.121819

  • Wu, J., Liu, Y., Peng, W., Dong, H., & Zhang, J. (2018). A biomechanical case study on the optimal orthodontic force on the maxillary canine tooth based on finite element analysis. Journal of Zhejiang University Science B, 19(7), 535-546. https://doi.org/10.1631/jzus.B1700195

ISSN 0128-7680

e-ISSN 2231-8526

Article ID

JST-3432-2022

Download Full Article PDF

Share this article

Recent Articles