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Estimation of the age of human semen stains by attenuated total reflection Fourier transform infrared spectroscopy: a preliminary study
Semen stain is one of the most important biological evidence at sexual crime scenes. Age estimation of human semen stains plays an important role in forensic work, and it is rarely studied due to lack of well-established methods. In this study, the technique called attenuated total reflection Fourie...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476623/ https://www.ncbi.nlm.nih.gov/pubmed/32939428 http://dx.doi.org/10.1080/20961790.2019.1642567 |
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author | Zha, Shuai Wei, Xin Fang, Ruoxi Wang, Qi Lin, Hancheng Zhang, Kai Zhang, Haohui Liu, Ruina Li, Zhouru Huang, Ping Wang, Zhenyuan |
author_facet | Zha, Shuai Wei, Xin Fang, Ruoxi Wang, Qi Lin, Hancheng Zhang, Kai Zhang, Haohui Liu, Ruina Li, Zhouru Huang, Ping Wang, Zhenyuan |
author_sort | Zha, Shuai |
collection | PubMed |
description | Semen stain is one of the most important biological evidence at sexual crime scenes. Age estimation of human semen stains plays an important role in forensic work, and it is rarely studied due to lack of well-established methods. In this study, the technique called attenuated total reflection Fourier transform infrared spectroscopy (ATR-FTIR) coupled with advanced chemometric methods was employed to determine the age of semen stains on three different substrates: glass slides, tissues and fabric made of regenerated cellulose fibres up to 6 d. Partial least squares regression (PLSR) was used in conjunction with spectral analysis for age estimation, and the results generated high R(2) values (cross-validation: 0.81, external validation: 0.74) but a narrow margin of error for root mean square error (RMSE) (RMSE of cross-validation: 0.77 d, RMSE of prediction: 1.02 d). Additionally, our results indicated the robustness of PLSR model was not weaken by the influence of different substrates in this study. Our results indicate that ATR-FTIR, combined with chemometric methods, shows great potential as a convenient and efficient tool for age estimation of semen stains. Moreover, the method could be applied to routine forensic investigations in the future. |
format | Online Article Text |
id | pubmed-7476623 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-74766232020-09-15 Estimation of the age of human semen stains by attenuated total reflection Fourier transform infrared spectroscopy: a preliminary study Zha, Shuai Wei, Xin Fang, Ruoxi Wang, Qi Lin, Hancheng Zhang, Kai Zhang, Haohui Liu, Ruina Li, Zhouru Huang, Ping Wang, Zhenyuan Forensic Sci Res Original Articles Semen stain is one of the most important biological evidence at sexual crime scenes. Age estimation of human semen stains plays an important role in forensic work, and it is rarely studied due to lack of well-established methods. In this study, the technique called attenuated total reflection Fourier transform infrared spectroscopy (ATR-FTIR) coupled with advanced chemometric methods was employed to determine the age of semen stains on three different substrates: glass slides, tissues and fabric made of regenerated cellulose fibres up to 6 d. Partial least squares regression (PLSR) was used in conjunction with spectral analysis for age estimation, and the results generated high R(2) values (cross-validation: 0.81, external validation: 0.74) but a narrow margin of error for root mean square error (RMSE) (RMSE of cross-validation: 0.77 d, RMSE of prediction: 1.02 d). Additionally, our results indicated the robustness of PLSR model was not weaken by the influence of different substrates in this study. Our results indicate that ATR-FTIR, combined with chemometric methods, shows great potential as a convenient and efficient tool for age estimation of semen stains. Moreover, the method could be applied to routine forensic investigations in the future. Taylor & Francis 2019-09-09 /pmc/articles/PMC7476623/ /pubmed/32939428 http://dx.doi.org/10.1080/20961790.2019.1642567 Text en © 2019 The Author(s). Published by Taylor & Francis Group on behalf of the Academy of Forensic Science. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Zha, Shuai Wei, Xin Fang, Ruoxi Wang, Qi Lin, Hancheng Zhang, Kai Zhang, Haohui Liu, Ruina Li, Zhouru Huang, Ping Wang, Zhenyuan Estimation of the age of human semen stains by attenuated total reflection Fourier transform infrared spectroscopy: a preliminary study |
title | Estimation of the age of human semen stains by attenuated total reflection Fourier transform infrared spectroscopy: a preliminary study |
title_full | Estimation of the age of human semen stains by attenuated total reflection Fourier transform infrared spectroscopy: a preliminary study |
title_fullStr | Estimation of the age of human semen stains by attenuated total reflection Fourier transform infrared spectroscopy: a preliminary study |
title_full_unstemmed | Estimation of the age of human semen stains by attenuated total reflection Fourier transform infrared spectroscopy: a preliminary study |
title_short | Estimation of the age of human semen stains by attenuated total reflection Fourier transform infrared spectroscopy: a preliminary study |
title_sort | estimation of the age of human semen stains by attenuated total reflection fourier transform infrared spectroscopy: a preliminary study |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476623/ https://www.ncbi.nlm.nih.gov/pubmed/32939428 http://dx.doi.org/10.1080/20961790.2019.1642567 |
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