Estimation of sex using dimensions around the metatarsal diaphyseal nutrient foramen: Application of discriminant function analysis and logistic regression models

IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Legal Medicine Pub Date : 2024-01-28 DOI:10.1016/j.legalmed.2024.102417
Arthur Tsalani Manjatika , Joshua Gabriel Davimes , Pedzisai Mazengenya
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Abstract

Sex estimation equations are population-specific, and a wider use of multiple bones to generate equations will increase the accuracy of sex estimation in forensic settings. The metatarsal bones have been used previously, however the dimensions around the diaphyseal nutrient foramen have not been utilised in sex estimation. The current study aimed to determine the utility of the dimensions around the nutrient foramen of metatarsal bones in estimating sex in the South Africans of European descent (SAED). Five measurements around the nutrient foramen were taken from a total of 876 metatarsal bones (first to fifth) from 186 individual skeletons (99 males, 87 females) obtained from the Raymond A. Dart Modern Skeletal Collection. Measurements subjected to direct and stepwise discriminant function (DFA) and logistic regression (LRA) analyses included total length, distance from proximal end to nutrient foramen, circumference, and mediolateral and dorsoplantar diameters at the level of the nutrient foramen. The original classification accuracies for multivariable functions of the stepwise and direct DFA ranged from 83.1–88.3% to 85.5–88.3%, respectively. The original classification accuracies for multivariable functions of the stepwise and direct LRA ranged from 83.3%–88.7% to 86.2%–88.3%, respectively. The cross-validation classifications showed a drop of 0–2.4% for DFA and 0.2–1.1% for LRA. The width measurements were better predictors of sex than length. The dimensions around the metatarsal bone nutrient foramen exhibit sexual dimorphism in the SAED. The generated DFA and LRA functions produced high average classification accuracies which are useful in sex estimation during forensic human identification.

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利用跖骨骨骺营养孔周围的尺寸估计性别:判别函数分析和逻辑回归模型的应用
性别估计公式是针对特定人群的,更广泛地使用多种骨骼来生成公式将提高法医环境中性别估计的准确性。以前曾使用过跖骨,但骺营养孔周围的尺寸尚未用于性别估计。本研究旨在确定跖骨营养孔周围的尺寸在估计南非欧洲人后裔(SAED)性别方面的实用性。从雷蒙德-达特(Raymond A. Dart)现代骨骼收藏馆获得的 186 具骨骼(99 具男性骨骼,87 具女性骨骼)中的 876 块跖骨(第一至第五跖骨)的营养孔周围进行了五次测量。经过直接、逐步判别函数(DFA)和逻辑回归(LRA)分析的测量数据包括总长度、近端到营养孔的距离、周长以及营养孔水平的内外侧直径和外侧直径。逐步法和直接 DFA 多变量函数的原始分类准确率分别为 83.1%-88.3% 和 85.5%-88.3%。逐步式和直接式 LRA 多变量函数的原始分类准确率分别为 83.3%-88.7% 和 86.2%-88.3%。交叉验证分类结果显示,DFA 下降了 0-2.4%,LRA 下降了 0.2-1.1%。宽度测量比长度测量更能预测性别。在 SAED 中,跖骨营养孔周围的尺寸表现出性别双态性。生成的 DFA 和 LRA 函数产生了较高的平均分类准确率,这对法医鉴定过程中的性别估计非常有用。
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来源期刊
Legal Medicine
Legal Medicine Nursing-Issues, Ethics and Legal Aspects
CiteScore
2.80
自引率
6.70%
发文量
119
审稿时长
7.9 weeks
期刊介绍: Legal Medicine provides an international forum for the publication of original articles, reviews and correspondence on subjects that cover practical and theoretical areas of interest relating to the wide range of legal medicine. Subjects covered include forensic pathology, toxicology, odontology, anthropology, criminalistics, immunochemistry, hemogenetics and forensic aspects of biological science with emphasis on DNA analysis and molecular biology. Submissions dealing with medicolegal problems such as malpractice, insurance, child abuse or ethics in medical practice are also acceptable.
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