Abstract
Willems method measures the developmental stages of the seven left permanent mandibular teeth and is frequently used for dental age estimation. The aim of this study was to test its accuracy on a large sample of the Croatian population and to develop new models for estimation based on one to seven mandibular teeth. The developmental stages were evaluated on the digital, standardized orthopantomograms of 1868 Croatian children aged 5 to 16. Univariate regression was used for age estimation based on one tooth and regression with forward and backward elimination for selection of the best combination on two to six teeth. Tested in parallel with Willems method, the accuracy of the new models was assessed within intervals of ± 0.5, ± 1, ± 1.5 and ± 2 years and shows the percentage of correct estimations. Using Willems method, the average overestimation was 0.41 years for boys and 0.22 years for girls. Newly developed models that use two to seven teeth proved to be significantly more accurate (p < 0.001). The accuracy of age estimation increases significantly with the number of teeth in a model. Predictably, within the interval ± 0.5 years, a model with three teeth has 3% fewer accurate age estimations than a model including seven teeth. In both theory and practice, Willems method has been considered suitable for age estimation among Croatian children. However, these newly developed models significantly surpass its accuracy. Models using two to seven teeth represent a simple, reliable, and accurate method for age estimation, even in cases with missing mandibular teeth.
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References
Nolla CM (1960) The development of the permanent teeth. J Dent Child 27:254–266
Haavikko K (1974) Tooth formation age estimated on a few selected teeth. A simple method for clinical use. Proc Finn Dent Soc 70(1):15–19
Demirjian A, Goldstein H, Tanner JM (1973) A new system of dental age assessment. Hum Biol 45(2):211–272
Willems G, Van Olmen A, Spiessens B, Carels C (2001) Dental age estimation in Belgian children: Demirjian's technique revisited. J Forensic Sci 46(4):893–895
Nik-Hussein NN, Kee KM, Gan P (2011) Validity of Demirjian and Willems methods for dental age estimation for Malaysian children aged 5-15 years old. Forensic Sci Int 204(1-3):208.e1–208.e6
Kırzıoğlu Z, Ceyhan D (2012) Accuracy of different dental age estimation methods on Turkish children. Forensic Sci Int 216(1-3):61–67
Kelmendi J, Vodanović M, Koçani F, Bimbashi V, Mehmeti B, Galić I (2018) Dental age estimation using four Demirjian's, Chaillet's and Willems' methods in Kosovar children. Leg Med (Tokyo) 24(33):23–31. https://doi.org/10.1016/j.legalmed.2018.04.00
Cruz-Landeira A, Linares-Argote J, Martinez-Rodriguez M, Rodriguez-Calvo MS, Otero XL, Concheiro L (2010) Dental age estimation in Spanish and Venezuelan children. Comparison of Demirjian and Chaillet’s scores. Int J Legal Med 124(2):105–112
Chen JW, Gou J, Zhou J, Liu RK, Chen TT, Zou SJ (2010) Assessment of dental maturity of western Chinese children using Demirjian’s method. Forensic Sci Int 197(1–3):119.e1–119.e4
Feijóo G, Barbería E, De Nova J, Prieto JL (2012) Dental age estimation in Spanish children. Forensic Sci Int 223(1-3):371.e1–371.e5
Lee SS, Kim D, Lee S, Lee UY, Seo JS, Ahn YW, Han SH (2011) Validity of Demirjian's and modified Demirjian's methods in age estimation for Korean juveniles and adolescents. Forensic Sci Int 211(1-3):41–46
Duangto P, Janhom A, Prasitwattanaseree S, Mahakkanukrauh P, Iamaroon A (2016) New prediction models for dental age estimation in Thai children and adolescents. Forensic Sci Int 266:583.e1–583.e5
Altalie S, Thevissen P, Fieuws S, Willems G (2014) Optimal dental age estimation practice in United Arab Emirates' children. J Forensic Sci 59(2):383–385
Cunha E, Baccino E, Martrille L, Ramsthaler F, Prieto J, Schuliar Y, Lynnerup N, Cattaneo C (2009) The problem of aging human remains and living individuals: a review. Forensic Sci Int 193(1–3):1–13
Brkic H, Strinovic D, Kubat M, Petrovecki V (2000) Odontological identification of human remains from mass graves in Croatia. Int J Legal Med 114:19–22
Badrov J, Gašpar G, Tadin A, Galić T, Kalibović Govorko D, Gavić L, Badrov R, Galić I (2017) Prevalence and characteristics of congenitally missing permanent teeth among orthodontic patients in southern Croatia. Acta Stomatol Croat 51(4):290–299
Galić I (2011) Dental age estimation using orthopantomograms from children in Croatia and Bosnia-Herzegovina. Dissertation, School of dental medicine, University of Zagreb
Galić I, Vodanović M, Cameriere R, Nakaš E, Galić E, Selimović E, Brkić H (2011) Accuracy of Cameriere, Haavikko, and Willems radiographic methods on age estimation on Bosnian-Herzegovian children age groups 6-13. Int J Legal Med 125(2):315–321
Čuković Bagić I, Sever N, Brkić H, Kern J (2008) Dental age estimation in children using orthopantomograms. Acta Stomatol Croat 42(1):11–18
Demirjian A, Goldstein H (1976) New systems for dental maturity based on seven and four teeth. Ann Hum Biol 3:411–421
Flood SJ, Mitchell WJ, Oxnard CE, Turlach BA, McGeachie J (2011) A comparison of Demirjian's four dental development methods for forensic age assessment. J Forensic Sci 56(6):1610–1615
Flood SJ, Franklin D, Turlach BA, McGeachie J (2013) A comparison of Demirjian's four dental development methods for forensic age estimation in south Australian sub-adults. J Forensic Legal Med 20(7):875–883
Ambarkova V, Galić I, Vodanović M, Biočina-Lukenda D, Brkić H (2014) Dental age estimation using Demirjian and Willems methods: cross sectional study on children from the former Yugoslav Republic of Macedonia. Forensic Sci Int 234:187.e1–187.e7
Hegde S, Patodia A, Dixit U (2018) The applicability of the original and revised Demirjian standards to age estimations of 5-15 year old Indian children. J Forensic Odontostomatol 1(36):1–13
Willems G, Thevissen PW, Belmans A, Liversidge HM (2010) Willems II. Non-gender-specific dental maturity scores. Forensic Sci Int 201(1–3):84–85
Hegde S, Patodia A, Dixit U (2016) Willems I VS Willems II: a comparative study of accuracy in 5-15 year old Indian children. Forensic Sci Int 266:117–122
Ramanan N, Thevissen P, Fleuws S, Willems G (2012) Dental age estimation in Japanese individuals combining permanent teeth and third molars. J Forensic Odontostomatol 30(2):34–39
Behr M, Proff P, Leitzmann M, Pretzel M, Handel G, Schmalz G, Driemel O, Reichert TE, Koller M (2011) Survey of congenitally missing teeth in orthodontic patients in eastern Bavaria. Eur J Orthod 33(1):32–36
Al-Abdallah M, AlHadidi A, Hammad M, Al-Ahmad H, Saleh R (2015) Prevalence and distribution of dental anomalies: a comparison between maxillary and mandibular toothagenesis. Am J Orthod Dentofac Orthop 148(5):793–798
Rakhshan V, Rakhshan H (2015) Meta-analysis of congenitally missing teeth in the permanent dentition: prevalence, variations acrossethnicities, regions and time. Int Orthod 13(3):261–273
Ruiz-Mealin EV, Parekh S, Jones SP, Moles DR, Gill DS (2012) Radiographic study of delayed tooth development in patients with dental agenesis. Am J Orthod Dentofac Orthop 141(3):307–314
Ben-Bassat Y, Babadzhanov D, Brin I, Hazan-Molina H, Aizenbud D (2014) Maturation of teeth adjacent to dental agenesis site. Acta Odontol Scand 72(7):516–522
IOFOS (2018) IOFOS recommendations for quality assurance: dental age estimation. 3rd ed. http://www.iofos.eu/Quality-Ass/QA_2018_final/Age_estimation_final.pdf. Accessed 19 September 2018
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The authors wish to thank Dr. Rupert Thorough for proofreading and valuable advice regarding the English language.
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Bedek, I., Dumančić, J., Lauc, T. et al. New model for dental age estimation: Willems method applied on fewer than seven mandibular teeth. Int J Legal Med 134, 735–743 (2020). https://doi.org/10.1007/s00414-019-02066-5
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DOI: https://doi.org/10.1007/s00414-019-02066-5