Age Estimation and Sex Determination Using Raman Spectra of Human Dentine.

IF 1.4 Q3 DENTISTRY, ORAL SURGERY & MEDICINE
Luka Banjšak, Ozren Gamulin, Minja Birimiša
{"title":"Age Estimation and Sex Determination Using Raman Spectra of Human Dentine.","authors":"Luka Banjšak, Ozren Gamulin, Minja Birimiša","doi":"10.15644/asc57/4/6","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>This study aimed to determine the sex and estimate the age of individuals by analysing Raman spectra obtained from extracted teeth dentine.</p><p><strong>Material and methods: </strong>A total of 25 male and 26 female extracted teeth were collected, disinfected, and fixed in auto acrylate before being cut near the cervical margin. The inclusion criteria were non endodontically treated teeth with the cervical third of the tooth crown preserved. The exposed dentine was recorded using a Raman spectrometer, with 100 scans per dentine site in the spectral range of 3500 to 200 cm<sup>-1</sup> and a resolution of 4 cm<sup>-1</sup>. Background-corrected, normalized, and decomposed spectra were subjected to principal component analysis using MATLAB 2010 (The MathWorks, Natick, MA, USA). To assess age differences, prominent vibrational bands were observed and statistically analyzed, while sex differentiation employed the T-test on acquired data, exploring vibrational bands with significant intensity differences.</p><p><strong>Results: </strong>The obtained results revealed a segmentation of spectra in the male sample group based on the age of teeth at extraction, with an accuracy of age estimation at 7.0048 years. A similar segmentation was observed in the female sample group, with an accuracy of 9.3863 years.</p><p><strong>Conclusion: </strong>The recorded spectra were organized into datasets and analyzed with principal component analysis, demonstrating the feasibility of sex determination and age estimation using Raman spectra of teeth. Differences in classification accuracy between sexes may be attributed to hormonally-mediated differences in the biochemical composition of dentine between males and females. The findings of this study can provide valuable insights into methods for forensic and anthropological applications.</p>","PeriodicalId":7154,"journal":{"name":"Acta Stomatologica Croatica","volume":"57 4","pages":"353-363"},"PeriodicalIF":1.4000,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10812915/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta Stomatologica Croatica","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15644/asc57/4/6","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"DENTISTRY, ORAL SURGERY & MEDICINE","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives: This study aimed to determine the sex and estimate the age of individuals by analysing Raman spectra obtained from extracted teeth dentine.

Material and methods: A total of 25 male and 26 female extracted teeth were collected, disinfected, and fixed in auto acrylate before being cut near the cervical margin. The inclusion criteria were non endodontically treated teeth with the cervical third of the tooth crown preserved. The exposed dentine was recorded using a Raman spectrometer, with 100 scans per dentine site in the spectral range of 3500 to 200 cm-1 and a resolution of 4 cm-1. Background-corrected, normalized, and decomposed spectra were subjected to principal component analysis using MATLAB 2010 (The MathWorks, Natick, MA, USA). To assess age differences, prominent vibrational bands were observed and statistically analyzed, while sex differentiation employed the T-test on acquired data, exploring vibrational bands with significant intensity differences.

Results: The obtained results revealed a segmentation of spectra in the male sample group based on the age of teeth at extraction, with an accuracy of age estimation at 7.0048 years. A similar segmentation was observed in the female sample group, with an accuracy of 9.3863 years.

Conclusion: The recorded spectra were organized into datasets and analyzed with principal component analysis, demonstrating the feasibility of sex determination and age estimation using Raman spectra of teeth. Differences in classification accuracy between sexes may be attributed to hormonally-mediated differences in the biochemical composition of dentine between males and females. The findings of this study can provide valuable insights into methods for forensic and anthropological applications.

利用人体牙髓的拉曼光谱估算年龄和确定性别
研究目的本研究旨在通过分析从拔牙牙本质中获得的拉曼光谱来确定个体的性别并估计其年龄:共收集 25 颗男性拔牙和 26 颗女性拔牙,对其进行消毒并用自动丙烯酸酯固定,然后在靠近颈缘处切开。纳入标准为未经牙髓治疗的牙齿,并保留三分之一的牙冠。使用拉曼光谱仪记录暴露的牙本质,每个牙本质部位扫描 100 次,光谱范围为 3500 至 200 cm-1,分辨率为 4 cm-1。使用 MATLAB 2010(The MathWorks, Natick, MA, USA)对经过背景校正、归一化和分解的光谱进行主成分分析。为了评估年龄差异,对突出的振动带进行了观察和统计分析,而性别差异则采用了对所获数据进行 T 检验的方法,以探索具有显著强度差异的振动带:结果:所获结果显示,男性样本组根据拔牙年龄对光谱进行了细分,年龄估计准确率为 7.0048 岁。在女性样本组中也观察到类似的分段,准确率为 9.3863 岁:将记录的光谱整理成数据集,并用主成分分析法进行分析,证明了利用牙齿拉曼光谱进行性别鉴定和年龄估算的可行性。不同性别之间分类准确性的差异可能是由于激素介导的男性和女性牙本质生化成分的差异造成的。这项研究的结果可以为法医和人类学应用方法提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Acta Stomatologica Croatica
Acta Stomatologica Croatica DENTISTRY, ORAL SURGERY & MEDICINE-
CiteScore
2.40
自引率
28.60%
发文量
32
审稿时长
12 weeks
期刊介绍: The Acta Stomatologica Croatica (ASCRO) is a leading scientific non-profit journal in the field of dental, oral and cranio-facial sciences during the past 44 years in Croatia. ASCRO publishes original scientific and clinical papers, preliminary communications, case reports, book reviews, letters to the editor and news. Review articles are published by invitation from the Editor-in-Chief by acclaimed professionals in distinct fields of dental medicine. All manuscripts are subjected to peer review process.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信