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Discrimination between human and animal blood by attenuated total reflection Fourier transform-infrared spectroscopy
Forensic chemistry is an important area of analytical chemistry. This field has been rapidly growing over the last several decades. Confirmation of the human origins of bloodstains is important in practical forensics. Current serological blood tests are destructive and often provide false positive r...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814708/ https://www.ncbi.nlm.nih.gov/pubmed/36703343 http://dx.doi.org/10.1038/s42004-020-00424-8 |
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author | Mistek-Morabito, Ewelina Lednev, Igor K. |
author_facet | Mistek-Morabito, Ewelina Lednev, Igor K. |
author_sort | Mistek-Morabito, Ewelina |
collection | PubMed |
description | Forensic chemistry is an important area of analytical chemistry. This field has been rapidly growing over the last several decades. Confirmation of the human origins of bloodstains is important in practical forensics. Current serological blood tests are destructive and often provide false positive results. Here, we report on the development of a nondestructive method that could potentially be applied at the scene for differentiation of human and animal blood using attenuated total reflection Fourier transform-infrared (ATR FT-IR) spectroscopy and statistical analysis. The following species were used to build statistical models for binary human–animal blood differentiation: cat, dog, rabbit, horse, cow, pig, opossum, and raccoon. Three other species (deer, elk, and ferret) were used for external validation. A partial least squares discriminant analysis (PLSDA) was used for classification purposes and showed excellent performance in internal cross-validation (CV). The method was externally validated first using blood samples from new donors of species used in the training data set, and second using donors of new species that were not used to construct the model. Both validations showed excellent results demonstrating potential of the developed approach for nondestructive, rapid, and statistically confident discrimination between human and animal blood for forensic purposes. |
format | Online Article Text |
id | pubmed-9814708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98147082023-01-10 Discrimination between human and animal blood by attenuated total reflection Fourier transform-infrared spectroscopy Mistek-Morabito, Ewelina Lednev, Igor K. Commun Chem Article Forensic chemistry is an important area of analytical chemistry. This field has been rapidly growing over the last several decades. Confirmation of the human origins of bloodstains is important in practical forensics. Current serological blood tests are destructive and often provide false positive results. Here, we report on the development of a nondestructive method that could potentially be applied at the scene for differentiation of human and animal blood using attenuated total reflection Fourier transform-infrared (ATR FT-IR) spectroscopy and statistical analysis. The following species were used to build statistical models for binary human–animal blood differentiation: cat, dog, rabbit, horse, cow, pig, opossum, and raccoon. Three other species (deer, elk, and ferret) were used for external validation. A partial least squares discriminant analysis (PLSDA) was used for classification purposes and showed excellent performance in internal cross-validation (CV). The method was externally validated first using blood samples from new donors of species used in the training data set, and second using donors of new species that were not used to construct the model. Both validations showed excellent results demonstrating potential of the developed approach for nondestructive, rapid, and statistically confident discrimination between human and animal blood for forensic purposes. Nature Publishing Group UK 2020-12-10 /pmc/articles/PMC9814708/ /pubmed/36703343 http://dx.doi.org/10.1038/s42004-020-00424-8 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Mistek-Morabito, Ewelina Lednev, Igor K. Discrimination between human and animal blood by attenuated total reflection Fourier transform-infrared spectroscopy |
title | Discrimination between human and animal blood by attenuated total reflection Fourier transform-infrared spectroscopy |
title_full | Discrimination between human and animal blood by attenuated total reflection Fourier transform-infrared spectroscopy |
title_fullStr | Discrimination between human and animal blood by attenuated total reflection Fourier transform-infrared spectroscopy |
title_full_unstemmed | Discrimination between human and animal blood by attenuated total reflection Fourier transform-infrared spectroscopy |
title_short | Discrimination between human and animal blood by attenuated total reflection Fourier transform-infrared spectroscopy |
title_sort | discrimination between human and animal blood by attenuated total reflection fourier transform-infrared spectroscopy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814708/ https://www.ncbi.nlm.nih.gov/pubmed/36703343 http://dx.doi.org/10.1038/s42004-020-00424-8 |
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