Estimation of the late postmortem interval using FTIR spectroscopy and chemometrics in human skeletal remains. (December 2017)
- Record Type:
- Journal Article
- Title:
- Estimation of the late postmortem interval using FTIR spectroscopy and chemometrics in human skeletal remains. (December 2017)
- Main Title:
- Estimation of the late postmortem interval using FTIR spectroscopy and chemometrics in human skeletal remains
- Authors:
- Wang, Qi
Zhang, Yinming
Lin, Hancheng
Zha, Shuai
Fang, Ruoxi
Wei, Xin
Fan, Shuanliang
Wang, Zhenyuan - Abstract:
- Graphical abstract: Highlights: FTIR spectroscopy was utilized to investigate the postmortem changes of human skeletal remains. The environmental effects to postmortem changes were considered and studied. Chemometric models help to estimate the late postmortem interval. Abstract: Due to a lack of reliable and accurate methods, determining the postmortem interval (PMI) of human skeletal remains is one of the most important and challenging tasks in forensic medicine. In this paper, we studied the changes to bone chemistry with increasing PMI in two different experimental conditions using Fourier transform infrared (FTIR) spectroscopy in conjunction with chemometrics methods Paired bone samples collected from 56 human corpses were buried (placed in soil) and unburied (exposed to the air) for intervals between 76 and 552 days. The results of principle component analysis (PCA) showed the chemical differences of these two cases had a significant influence on the rate of decomposition of the remains. Meanwhile, satisfactory predictions were performed by the genetic algorithm combined with partial least-squares (GA-PLS) with the root mean square errors of prediction (RMSEP) of 50.93 days for buried bones and 71.03 days for unburied bones. Moreover, the amide I region of proteins and the area around 1390 cm −1, which is associated with fatty acids, were identified with regular changes by GA-PLS and played an important role in estimating PMI. This study illustrates the feasibility ofGraphical abstract: Highlights: FTIR spectroscopy was utilized to investigate the postmortem changes of human skeletal remains. The environmental effects to postmortem changes were considered and studied. Chemometric models help to estimate the late postmortem interval. Abstract: Due to a lack of reliable and accurate methods, determining the postmortem interval (PMI) of human skeletal remains is one of the most important and challenging tasks in forensic medicine. In this paper, we studied the changes to bone chemistry with increasing PMI in two different experimental conditions using Fourier transform infrared (FTIR) spectroscopy in conjunction with chemometrics methods Paired bone samples collected from 56 human corpses were buried (placed in soil) and unburied (exposed to the air) for intervals between 76 and 552 days. The results of principle component analysis (PCA) showed the chemical differences of these two cases had a significant influence on the rate of decomposition of the remains. Meanwhile, satisfactory predictions were performed by the genetic algorithm combined with partial least-squares (GA-PLS) with the root mean square errors of prediction (RMSEP) of 50.93 days for buried bones and 71.03 days for unburied bones. Moreover, the amide I region of proteins and the area around 1390 cm −1, which is associated with fatty acids, were identified with regular changes by GA-PLS and played an important role in estimating PMI. This study illustrates the feasibility of utilizing FTIR spectroscopy and chemometrics as an attractive alternative for estimating PMI of human remains and the great potential of these techniques in real forensic cases with natural conditions. … (more)
- Is Part Of:
- Forensic science international. Volume 281(2017)
- Journal:
- Forensic science international
- Issue:
- Volume 281(2017)
- Issue Display:
- Volume 281, Issue 2017 (2017)
- Year:
- 2017
- Volume:
- 281
- Issue:
- 2017
- Issue Sort Value:
- 2017-0281-2017-0000
- Page Start:
- 113
- Page End:
- 120
- Publication Date:
- 2017-12
- Subjects:
- Late postmortem interval -- Fourier transform infrared spectroscopy -- Bones -- Principle component analysis -- Partial least-squares -- Genetic algorithm
Medical jurisprudence -- Periodicals
Chemistry, Forensic -- Periodicals
Forensic Medicine -- Periodicals
Médecine légale -- Périodiques
Chimie légale -- Périodiques
Gerechtelijke geneeskunde
Gerechtelijke chemie
Gerechtelijke psychiatrie
Chemistry, Forensic
Medical jurisprudence
Electronic journals
Periodicals
Electronic journals
614.1 - Journal URLs:
- http://www.clinicalkey.com.au/dura/browse/journalIssue/03790738 ↗
http://www.clinicalkey.com/dura/browse/journalIssue/03790738 ↗
http://www.sciencedirect.com/science/journal/03790738 ↗
http://infotrac.galegroup.com/itw/infomark/1/1/1/purl=rc18_EAIM_0__jn+%22Forensic+Science+International%22?sw_aep=stand ↗
http://www.elsevier.com/homepage/elecserv.htt ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.forsciint.2017.10.033 ↗
- Languages:
- English
- ISSNs:
- 0379-0738
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3987.764000
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