Abstract
In forensic anthropology, generic equations are generally preferred for estimation of stature. However, recent studies have demonstrated that regression equations specific to stature groups yield more accurate predictions. Almost all previous studies have been conducted on male subjects, and it is not currently known how well such equations work for females. Therefore, this study aims to test whether regression equations specific to stature groups work for females as well. To this end, a cross-sectional study was conducted to estimate stature on a sample of 351 Spanish adult females. The participants were randomized into a calibration group (n = 185) and a validation group (n = 166). Equations for stature estimation based on tibial length were developed in the calibration group, which was categorized according to stature (short, medium, and tall) using the 15th and 85th percentiles as cut-off points. The standard errors of the estimations (SEEs) for the group-specific regression equations (SEE = 2.35–2.66 cm) were lower than for the general formula derived for all participants of the calibration group (SEE = 3.46 cm). The specific equations resulted in smaller differences between estimated and recorded statures than the generic equation when we tested the equations with the validation group. Additionally, the SEE values of the stature-specific equations are lower compared to generic equations applied to other human populations. In conclusion, the group-specific equations from tibial length have high accuracy compared with previously derived equations for Spanish females and other populations. This procedure for estimating stature thereby improves the tools available to forensic scientists.
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References
Breitinger E (1937) Zur Berechnung der Körperhöhe aus den langen Gliedmassenknochen. Anthropol Anz 14:249–274
Trotter M, Gleser G (1952) Estimation of stature from long bones of American whites and negroes. Am J Phys Anthropol 10:463–514
Trotter M, Gleser G (1958) A re-evaluation of estimation of stature based on measurements of stature taken during life and of long bones after death. Am J Phys Anthropol 16:79–123
Bach H (1965) Zur Berechnung der Körperhöhe aus den langen Gliedmassenknochen in weiblicher Skelette. Anthropol Anz 29:12–21
Macaluso PJ Jr, Lucena J (2014) Stature estimation from radiographic sternum length in a contemporary Spanish population. Int J Legal Med 128(5):845–851
Cordeiro C, Muñoz-Barús JI, Wasterlain S, Cunha E, Vieira DN (2009) Predicting adult stature from metatarsal length in a Portuguese population. Forensic Sci Int 193(1–3):131.e1–131.e4
Mahakkanukrauh P, Khanpetch P, Prasitwattanseree S, Vichairat K, Troy CD (2011) Stature estimation from long bone lengths in a Thai population. Forensic Sci Int 210(1–3):279.e1–279.e7
Muñoz JI, Liñares-Iglesias M, Suárez-Peñaranda JM, Mayo M, Miguéns X, Rodríguez-Calvo MS, Concheiro L (2001) Stature estimation from radiographically determined long bone length in a Spanish population sample. J Forensic Sci 46(2):363–366
Hishmat AM, Michiue T, Sogawa N, Oritani S, Ishikawa T, Fawzy IA, Hashem MA, Maeda H (2015) Virtual CT morphometry of lower limb long bones for estimation of the sex and stature using postmortem Japanese adult data in forensic identification. Int J Legal Med 129(5):1173–1182
González-Colmenares G, Medina CS, Báez LC (2016) Estimation of stature by cephalometric facial dimensions in skeletonized bodies: study from a sample modern Colombians skeletal remains. Forensic Sci Int 258:101.e1–101.e6
Kyllonen KM, Simmons-Ehrhardt T, Monson KL (2017) Stature estimation using measurements of the cranium for populations in the United States. Forensic Sci Int 281:184.e1–184.e9
Gualdi-Russo E, Bramanti B, Rinaldo N (2018) Stature estimation from tibia percutaneous length: new equations derived from a Mediterranean population. Sci Justice 58(6):441–446
Menéndez Garmendia A, Sánchez-Mejorada G, Gómez-Valdés JA (2018) Stature estimation formulae for Mexican contemporary population: a sample based study of long bones. J Forensic Legal Med 54:87–90
Krishan K, Kanchan T, Menezes RG, Ghosh A (2012) Forensic anthropology casework-essential methodological considerations in stature estimation. J Forensic Nurs 8(1):45–50
Kim W (2019) A comparative study on the statistical modelling for the estimation of stature in Korean adults using hand measurements. Anthropol Anz 76(1):57–67
Kimmerle EH, Jantz RL, Konigsberg LW, Baraybar JP (2008) Skeletal estimation and identification in American and East European populations. J Forensic Sci 53(3):524–532
Bidmos MA (2008) Stature reconstruction using fragmentary femora in South Africans of European descent. J Forensic Sci 53(5):1044–1048
Klein A, Nagel K, Gührs J, Poodendaen C, Püschel K, Morlock MM, Huber G (2015) On the relationship between stature and anthropometric measurements of lumbar vertebrae. Sci Justice 55(6):383–387
Chay S, Batún J, Vázquez-Gómez A, Tiesler V, Dickinson F (2018) New linear regression equations to calculate stature from tibial length in modern Maya populations. Homo. 69(6):340–346
Albanese J, Osley SE, Tuck A (2016) Do group-specific equations provide the best estimates of stature? Forensic Sci Int 261:154–158
Albanese J, Tuck A, Gomes J, Cardoso HF (2016) An alternative approach for estimating stature from long bones that is not population- or group-specific. Forensic Sci Int 259:59–68
Duyar I, Pelin C (2003) Stature estimation based on tibia length in different stature groups. Am J Phys Anthropol 122(1):23–27
Pelin C, Duyar I (2003) Estimating stature from tibia length: a comparison of methods. J Forensic Sci 48(4):708–712
Duyar I, Pelin C, Zagyapan R (2006) A new method of stature estimation for forensic anthropological application. Anthropol Sci 114(1):23–27
Sargın OÖ, Duyar İ, Demirçin S (2012) Estimation of stature from the lengths of ulna and tibia: a cadaveric study based on group-specific regression equations. Eurasian J Anthropol 3(1):1–9
Duyar I, Pelin C, Zagyapan R (2003) A comparison of methods for body height estimation based on ulna length. Forensic Sci Int 136:180
Duyar I, Pelin C (2010) Estimating body height from ulna length: need of a population-specific formula. Eurasian J Anthropol 1(1):11–17
Saco-Ledo G, Porta J, Duyar I, Mateos A (2019) Stature estimation based on tibial length in different stature groups of Spanish males. Forensic Sci Int 304:109973
Must A, Dallal GE, Dietz WH (1991) Reference data for obesity: 85th and 95th percentiles of body mass index (wt/ht2) and triceps skinfold thickness. Am J Clin Nutr 53:839–846
Ortega FB, Sui X, Lavie CJ, Blair SN (2016) Body mass index, the most widely used but also widely criticized index: would a criterion standard measure of total body fat be a better predictor of cardiovascular disease mortality? Mayo Clin Proc 91(4):443–455
Ljungvall A, Zimmerman FJ (2012) Bigger bodies: long-term trends and disparities in obesity and body-mass index among US adults, 1960–2008. Soc Sci Med 75(1):109–119
Lytle LA (2012) Dealing with the childhood obesity epidemic: a public health approach. Abdom Imaging 37(5):719–724
World Medical Association (2013) World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA. 310(20):2191–2194
Rodríguez S, Miguéns X, Rodríguez-Calvo MS, Febrero-Bande M, Muñoz-Barús JI (2013) Estimating adult stature from radiographically determined metatarsal length in a Spanish population. Forensic Sci Int 226(1–3):297.e1–297.e4
Hasegawa I, Uenishi K, Fukunaga T, Kimura R, Osawa M (2009) Stature estimation formulae from radiographically determined limb bone length in a modern Japanese population. Legal Med 11:260–266
Saiyed MZ, Patel PR (2016) Relation of stature and percutaneous tibial length. Indian J Forensic Med Toxicol 10(2):143–147
Ahmed AA (2013) Estimation of stature using lower limb measurements in Sudanese Arabs. J Forensic Legal Med 20:483–488
Mohanty NK (1998) Prediction of height from percutaneous tibial length amongst Oriya population. Forensic Sci Int 98(3):137–141
Genovés S (1967) Proportionality of the long bones and their relation to stature among Mesoamericans. Am J Phys Anthropol 26(1):67–77
Bridge A, L, Oxenham MF, Miszkiewicz JJ (2020) Estimating stature using human forearm and leg anthropometric data in an Australian female sample. Aust J Forensic Sci 52(1):83–95
Zhang K, Zhan M-j, Cui J-h, Luo Y-z, Qiu L-r, Deng L-p, Li Z-l, Chen X-g, Deng Z-H (2019) Estimation of stature from radiographically determined lower limb bone length in modern Chinese. J Forensic Legal Med. https://doi.org/10.1016/j.jflm.2019.02.012
Trivedi A, Saxena S, Morya R, Jehan M, Bhadkaria V (2014) Stature estimation using per-cutaneous tibial length in people of Gwalior region. IOSR-JDMS Sci 13(5):65–70
Lee J-H, Kim YS, Lee U-Y, Park D-K, Jeong Y-K, Lee NS, Han S-Y, Han S-H (2014) Stature estimation from partial measurements and maximum length of lower limb bones in Koreans. Aust J Forensic Sci 46(3):330–338
Kieffer CL (2010) Tibia and fibula stature formulae for modern female populations based on digital radiographic measurements. J Forensic Sci 55(3):695–700
Petrovecki V, Mayer D, Slaus M, Strinovic D, Skavic J (2007) Prediction of stature based on radiographic measurements of cadaver long bones: a study of the Croatian population. J Forensic Sci 52(3):547–552
Ramezani M, Shokri V, Ghanbari A, Salehi Z, Niknami KA (2019) Stature estimation in Iranian population from x-ray measurements of femur and tibia bones. J Forensic Radiol Imaging 19:100343
Acknowledgements
We would like to express our most sincere appreciation to all participants in the study and to all the persons who gave us permission to use the different facilities for data collection: Dr. Irurtia (Director of Catalan School of Kinanthropometry at the University of Barcelona), Dr. Agrasar (Professor of Anatomy, Faculty of Sport Sciences and Physical Education at the University of A Coruña), Mr. Teixeira (Manager of Método Sport Club of A Coruña), Mr. Martínez (Director of Bernat Picornell Pools of Barcelona), Mr. Viladot (Administration, CEO Holmes Place), and Dr. Agell (Department of Cell Biology, Immunology and Neurosciences at the University of Barcelona).
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Study concept and design: Gonzalo Saco-Ledo, Jordi Porta, Izzet Duyar
Methodology: Gonzalo Saco-Ledo, Jordi Porta, Izzet Duyar
Supervision: Jordi Porta, Izzet Duyar
Interpretation of data: Gonzalo Saco-Ledo, Izzet Duyar
Drafting of the manuscript: Gonzalo Saco-Ledo, Izzet Duyar
Statistical analysis: Gonzalo Saco-Ledo
Critical revision of the manuscript: Jordi Porta, Tesla Monson, Marianne Brasil,
Derya Atamtürk, Izzet Duyar
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The project followed the recommendations of the Declaration of Helsinki on Human Rights, and was approved by the Clinical Research Ethics Committee (12/2015/CEICEGC).
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The authors declare that they have no conflict of interest.
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Saco-Ledo, G., Porta, J., Monson, T.A. et al. Piecewise regression equations for estimating stature: an anthropometric study in Spanish females. Int J Legal Med 134, 2289–2296 (2020). https://doi.org/10.1007/s00414-020-02350-9
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DOI: https://doi.org/10.1007/s00414-020-02350-9