Cargando…
Study of Sexual Dimorphism in Metatarsal Bones: Geometric and Inertial Analysis of the Three-Dimensional Reconstructed Models
The aim of the present paper is to determine the sex of the individual using three-dimensional geometric and inertial analyses of metatarsal bones. Metatarsals of 60 adult Chinese subjects of both sexes were scanned using Aquilion One 320 Slice CT Scanner. The three-dimensional models of the metatar...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551807/ https://www.ncbi.nlm.nih.gov/pubmed/34721293 http://dx.doi.org/10.3389/fendo.2021.734362 |
_version_ | 1784591244798722048 |
---|---|
author | Liu, Yaming Antonijević, Djorde Li, Ruining Fan, Yuxuan Dukić, Ksenija Mićić, Milutin Yu, Genyu Li, Zhiyu Djurić, Marija Fan, Yifang |
author_facet | Liu, Yaming Antonijević, Djorde Li, Ruining Fan, Yuxuan Dukić, Ksenija Mićić, Milutin Yu, Genyu Li, Zhiyu Djurić, Marija Fan, Yifang |
author_sort | Liu, Yaming |
collection | PubMed |
description | The aim of the present paper is to determine the sex of the individual using three-dimensional geometric and inertial analyses of metatarsal bones. Metatarsals of 60 adult Chinese subjects of both sexes were scanned using Aquilion One 320 Slice CT Scanner. The three-dimensional models of the metatarsals were reconstructed, and thereafter, a novel software using the center of mass set as the origin and the three principal axes of inertia was employed for model alignment. Eight geometric and inertial variables were assessed: the bone length, bone width, bone height, surface-area-to-volume ratio, bone density, and principal moments of inertia around the x, y, and z axes. Furthermore, the discriminant functions were established using stepwise discriminant function analysis. A cross-validation procedure was performed to evaluate the discriminant accuracy of functions. The results indicated that inertial variables exhibit significant sexual dimorphism, especially principal moments of inertia around the z axis. The highest dimorphic values were found in the surface-area-to-volume ratio, principal moments of inertia around the z axis, and bone height. The accuracy rate of the discriminant functions for sex determination ranged from 88.3% to 98.3% (88.3%–98.3% cross-validated). The highest accuracy of function was established based on the third metatarsal bone. This study showed for the first time that the principal moment of inertia of the human bone may be successfully implemented for sex estimation. In conclusion, the sex of the individual can be accurately estimated using a combination of geometric and inertial variables of the metatarsal bones. The accuracy should be further confirmed in a larger sample size and be tested or independently developed for distinct population/age groups before the functions are widely applied in unidentified skeletons in forensic and bioarcheological contexts. |
format | Online Article Text |
id | pubmed-8551807 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85518072021-10-29 Study of Sexual Dimorphism in Metatarsal Bones: Geometric and Inertial Analysis of the Three-Dimensional Reconstructed Models Liu, Yaming Antonijević, Djorde Li, Ruining Fan, Yuxuan Dukić, Ksenija Mićić, Milutin Yu, Genyu Li, Zhiyu Djurić, Marija Fan, Yifang Front Endocrinol (Lausanne) Endocrinology The aim of the present paper is to determine the sex of the individual using three-dimensional geometric and inertial analyses of metatarsal bones. Metatarsals of 60 adult Chinese subjects of both sexes were scanned using Aquilion One 320 Slice CT Scanner. The three-dimensional models of the metatarsals were reconstructed, and thereafter, a novel software using the center of mass set as the origin and the three principal axes of inertia was employed for model alignment. Eight geometric and inertial variables were assessed: the bone length, bone width, bone height, surface-area-to-volume ratio, bone density, and principal moments of inertia around the x, y, and z axes. Furthermore, the discriminant functions were established using stepwise discriminant function analysis. A cross-validation procedure was performed to evaluate the discriminant accuracy of functions. The results indicated that inertial variables exhibit significant sexual dimorphism, especially principal moments of inertia around the z axis. The highest dimorphic values were found in the surface-area-to-volume ratio, principal moments of inertia around the z axis, and bone height. The accuracy rate of the discriminant functions for sex determination ranged from 88.3% to 98.3% (88.3%–98.3% cross-validated). The highest accuracy of function was established based on the third metatarsal bone. This study showed for the first time that the principal moment of inertia of the human bone may be successfully implemented for sex estimation. In conclusion, the sex of the individual can be accurately estimated using a combination of geometric and inertial variables of the metatarsal bones. The accuracy should be further confirmed in a larger sample size and be tested or independently developed for distinct population/age groups before the functions are widely applied in unidentified skeletons in forensic and bioarcheological contexts. Frontiers Media S.A. 2021-10-14 /pmc/articles/PMC8551807/ /pubmed/34721293 http://dx.doi.org/10.3389/fendo.2021.734362 Text en Copyright © 2021 Liu, Antonijević, Li, Fan, Dukić, Mićić, Yu, Li, Djurić and Fan https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Liu, Yaming Antonijević, Djorde Li, Ruining Fan, Yuxuan Dukić, Ksenija Mićić, Milutin Yu, Genyu Li, Zhiyu Djurić, Marija Fan, Yifang Study of Sexual Dimorphism in Metatarsal Bones: Geometric and Inertial Analysis of the Three-Dimensional Reconstructed Models |
title | Study of Sexual Dimorphism in Metatarsal Bones: Geometric and Inertial Analysis of the Three-Dimensional Reconstructed Models |
title_full | Study of Sexual Dimorphism in Metatarsal Bones: Geometric and Inertial Analysis of the Three-Dimensional Reconstructed Models |
title_fullStr | Study of Sexual Dimorphism in Metatarsal Bones: Geometric and Inertial Analysis of the Three-Dimensional Reconstructed Models |
title_full_unstemmed | Study of Sexual Dimorphism in Metatarsal Bones: Geometric and Inertial Analysis of the Three-Dimensional Reconstructed Models |
title_short | Study of Sexual Dimorphism in Metatarsal Bones: Geometric and Inertial Analysis of the Three-Dimensional Reconstructed Models |
title_sort | study of sexual dimorphism in metatarsal bones: geometric and inertial analysis of the three-dimensional reconstructed models |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551807/ https://www.ncbi.nlm.nih.gov/pubmed/34721293 http://dx.doi.org/10.3389/fendo.2021.734362 |
work_keys_str_mv | AT liuyaming studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT antonijevicdjorde studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT liruining studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT fanyuxuan studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT dukicksenija studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT micicmilutin studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT yugenyu studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT lizhiyu studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT djuricmarija studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels AT fanyifang studyofsexualdimorphisminmetatarsalbonesgeometricandinertialanalysisofthethreedimensionalreconstructedmodels |