Determination of Sex in Adult Humans by Anthropometric Data of Acromial, Sternal End and Volume of the Clavicle: A Review

Olasoji O. Agboola, Thomas K. Adenowo

Abstract

Forensic sexing in sub-Saharan Africa often uses European formulas, which only get 29–55% right for local bones. This study set out to make sexing standards for Nigerians and to test whether 3D bone volume checks work better than simple measurements. We studied 384 Nigerian adults (192 men, 192 women) aged 25–65 from five hospitals between January 2022 and December 2023. CT scans gave both regular and 3D bone data. We analysed these using discriminant function and machine learning models in R. Men's bones were larger in every way (p<0.001), with large effect sizes (d=0.71-1.82). Men's clavicles were up to 14.5 mm longer, and had 30.7% more volume. The best model using five bone measures got 92.7% sexing accuracy (95% CI [89.8, 95.6]), with 94.3% sensitivity and 91.1% specificity. 3D volume checks worked better (AUC=0.967) than simple length alone (AUC=0.932). Developing and applying Nigerian-specific standards with 3D methods makes clavicle sexing a precise forensic tool in Nigeria.



Keywords


forensic anthropology; sexual dimorphism; clavicle; population-specific standards; three-dimensional morphometry; Nigerian populations

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References


1. Krishan, K., Chatterjee, P. M., Kanchan, T., Kaur, S., Baryah, N., & Singh, R. (2016). A review of sex estimation techniques during examination of skeletal remains in forensic anthropology casework. Forensic Science International, 261. doi: 10.1016/j.forsciint.2016.02.007

2. Spradley, M. K., & Jantz, R. L. (2011). Sex estimation in Forensic Anthropology: Skull versus Postcranial Elements. Journal of Forensic Sciences, 56(2), 289–296. doi: 10.1111/j.1556-4029.2010.01635.x

3. Frutos, L. R. (2002). Determination of Sex from the Clavicle and Scapula in a Guatemalan Contemporary Rural Indigenous Population. American Journal of Forensic Medicine & Pathology, 23(3), 284–288. doi: 10.1097/00000433-200209000-00017

4. Papaioannou, V. A., Kranioti, E. F., Joveneaux, P., Nathena, D., & Michalodimitrakis, M. (2011). Sexual dimorphism of the scapula and the clavicle in a contemporary Greek population: Applications in forensic identification. Forensic Science International, 217(1–3). doi: 10.1016/j.forsciint.2011.11.010

5. Bidmos, M., & Asala, S. (2004). Sexual dimorphism of the calcaneus of South African Blacks. Journal of Forensic Sciences, 49(3). doi: 10.1520/jfs2003254

6. Bidmos, M. A., & Dayal, M. R. (2004). Further evidence to show population specificity of discriminant function equations for sex determination using the talus of South African Blacks. Journal of Forensic Sciences, 49(6). doi: 10.1520/jfs2003431

7. Eboh, D. E., & Ishicheli, G. K. (2019). Sex determination using Radiographic Anthropometric dimensions of the clavicle in an Igbo population of Nigeria. International Journal of Forensic Medical Investigation, 5(1)

8. Torimitsu, S., Makino, Y., Saitoh, H., Sakuma, A., Ishii, N., Yajima, D., Inokuchi, G., Motomura, A., Chiba, F., Yamaguchi, R., Hashimoto, M., Hoshioka, Y., & Iwase, H. (2016). Sex estimation based on scapula analysis in a Japanese population using multidetector computed tomography. Forensic Science International, 262. doi: 10.1016/j.forsciint.2016.02.023

9. Mediavilla, O., Olaizola, J., Santos-Del-Blanco, L., Oria-De-Rueda, J. A., & Martín-Pinto, P. (2015). Mycorrhisation between Cistus ladanifer L. and Boletus edulis Bull is Enhanced by the Mycorrhiza Helper Bacteria Pseudomonas Fluorescens Migula. Mycorrhiza, 26(2), 161–168. doi: 10.1007/s00572-015-0657-0

10. Hisham, S., Lai, P. S., Ibrahim, M. A., & Zainun, K. A. (2024). Sex estimation using post-mortem computed tomographic images of the clavicle in a Malaysian population. Legal Medicine, 71, 102500. doi: 10.1016/j.legalmed.2024.102500


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Copyright (c) 2025 Olasoji O. Agboola, Thomas K. Adenowo

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