Cargando…

Pupal Age Estimation of Sarcophaga peregrina (Diptera: Sarcophagidae) at Different Constant Temperatures Utilizing ATR-FTIR Spectroscopy and Cuticular Hydrocarbons

SIMPLE SUMMARY: The precise pupal age estimates of S. peregrina are significant for estimating the minimum postmortem interval (PMImin) in forensic investigations. In the present study, we first investigated the potential of attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectros...

Descripción completa

Detalles Bibliográficos
Autores principales: Shang, Yanjie, Feng, Yakai, Ren, Lipin, Zhang, Xiangyan, Yang, Fengqin, Zhang, Changquan, Guo, Yadong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965786/
https://www.ncbi.nlm.nih.gov/pubmed/36835712
http://dx.doi.org/10.3390/insects14020143
_version_ 1784896852212056064
author Shang, Yanjie
Feng, Yakai
Ren, Lipin
Zhang, Xiangyan
Yang, Fengqin
Zhang, Changquan
Guo, Yadong
author_facet Shang, Yanjie
Feng, Yakai
Ren, Lipin
Zhang, Xiangyan
Yang, Fengqin
Zhang, Changquan
Guo, Yadong
author_sort Shang, Yanjie
collection PubMed
description SIMPLE SUMMARY: The precise pupal age estimates of S. peregrina are significant for estimating the minimum postmortem interval (PMImin) in forensic investigations. In the present study, we first investigated the potential of attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy and cuticular hydrocarbons (CHCs) for the age estimations of S. peregrina pupae at different constant temperatures (20 °C, 25 °C, and 30 °C). The orthogonal projections to latent structure discrimination analysis (OPLS-DA) and partial least squares (PLS) models were used to distinguish the pupae samples of different developmental ages. ABSTRACT: Sarcophaga peregrina (Robineau-Desvoidy, 1830) (Diptera: Sarcophagidae) is a forensically important flesh fly that has potential value in estimating the PMImin. The precise pupal age estimation has great implications for PMImin estimation. During larval development, the age determination is straightforward by the morphological changes and variation of length and weight, however, the pupal age estimation is more difficult due to anatomical and morphological changes not being visible. Thus, it is necessary to find new techniques and methods that can be implemented by standard experiments for accurate pupal age estimation. In this study, we first investigated the potential of attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy and cuticular hydrocarbons (CHCs) for the age estimations of S. peregrina pupae at different constant temperatures (20 °C, 25 °C, and 30 °C). The orthogonal projections latent structure discrimination analysis (OPLS-DA) classification model was used to distinguish the pupae samples of different developmental ages. Then, a multivariate statistical regression model, partial least squares (PLS), was established with the spectroscopic and hydrocarbon data for pupal age estimations. We identified 37 CHCs with a carbon chain length between 11 and 35 in the pupae of S. peregrina. The results of the OPLS-DA model show a significant separation between different developmental ages of pupae (R2X > 0.928, R2Y > 0.899, Q2 > 0.863). The PLS model had a satisfactory prediction with a good fit between the actual and predicted ages of the pupae (R2 > 0.927, RMSECV < 1.268). The results demonstrate that the variation tendencies of spectroscopy and hydrocarbons were time-dependent, and ATR-FTIR and CHCs may be optimal for the age estimations of pupae of forensically important flies with implications for PMImin estimation in forensic practice.
format Online
Article
Text
id pubmed-9965786
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99657862023-02-26 Pupal Age Estimation of Sarcophaga peregrina (Diptera: Sarcophagidae) at Different Constant Temperatures Utilizing ATR-FTIR Spectroscopy and Cuticular Hydrocarbons Shang, Yanjie Feng, Yakai Ren, Lipin Zhang, Xiangyan Yang, Fengqin Zhang, Changquan Guo, Yadong Insects Article SIMPLE SUMMARY: The precise pupal age estimates of S. peregrina are significant for estimating the minimum postmortem interval (PMImin) in forensic investigations. In the present study, we first investigated the potential of attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy and cuticular hydrocarbons (CHCs) for the age estimations of S. peregrina pupae at different constant temperatures (20 °C, 25 °C, and 30 °C). The orthogonal projections to latent structure discrimination analysis (OPLS-DA) and partial least squares (PLS) models were used to distinguish the pupae samples of different developmental ages. ABSTRACT: Sarcophaga peregrina (Robineau-Desvoidy, 1830) (Diptera: Sarcophagidae) is a forensically important flesh fly that has potential value in estimating the PMImin. The precise pupal age estimation has great implications for PMImin estimation. During larval development, the age determination is straightforward by the morphological changes and variation of length and weight, however, the pupal age estimation is more difficult due to anatomical and morphological changes not being visible. Thus, it is necessary to find new techniques and methods that can be implemented by standard experiments for accurate pupal age estimation. In this study, we first investigated the potential of attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy and cuticular hydrocarbons (CHCs) for the age estimations of S. peregrina pupae at different constant temperatures (20 °C, 25 °C, and 30 °C). The orthogonal projections latent structure discrimination analysis (OPLS-DA) classification model was used to distinguish the pupae samples of different developmental ages. Then, a multivariate statistical regression model, partial least squares (PLS), was established with the spectroscopic and hydrocarbon data for pupal age estimations. We identified 37 CHCs with a carbon chain length between 11 and 35 in the pupae of S. peregrina. The results of the OPLS-DA model show a significant separation between different developmental ages of pupae (R2X > 0.928, R2Y > 0.899, Q2 > 0.863). The PLS model had a satisfactory prediction with a good fit between the actual and predicted ages of the pupae (R2 > 0.927, RMSECV < 1.268). The results demonstrate that the variation tendencies of spectroscopy and hydrocarbons were time-dependent, and ATR-FTIR and CHCs may be optimal for the age estimations of pupae of forensically important flies with implications for PMImin estimation in forensic practice. MDPI 2023-01-31 /pmc/articles/PMC9965786/ /pubmed/36835712 http://dx.doi.org/10.3390/insects14020143 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Shang, Yanjie
Feng, Yakai
Ren, Lipin
Zhang, Xiangyan
Yang, Fengqin
Zhang, Changquan
Guo, Yadong
Pupal Age Estimation of Sarcophaga peregrina (Diptera: Sarcophagidae) at Different Constant Temperatures Utilizing ATR-FTIR Spectroscopy and Cuticular Hydrocarbons
title Pupal Age Estimation of Sarcophaga peregrina (Diptera: Sarcophagidae) at Different Constant Temperatures Utilizing ATR-FTIR Spectroscopy and Cuticular Hydrocarbons
title_full Pupal Age Estimation of Sarcophaga peregrina (Diptera: Sarcophagidae) at Different Constant Temperatures Utilizing ATR-FTIR Spectroscopy and Cuticular Hydrocarbons
title_fullStr Pupal Age Estimation of Sarcophaga peregrina (Diptera: Sarcophagidae) at Different Constant Temperatures Utilizing ATR-FTIR Spectroscopy and Cuticular Hydrocarbons
title_full_unstemmed Pupal Age Estimation of Sarcophaga peregrina (Diptera: Sarcophagidae) at Different Constant Temperatures Utilizing ATR-FTIR Spectroscopy and Cuticular Hydrocarbons
title_short Pupal Age Estimation of Sarcophaga peregrina (Diptera: Sarcophagidae) at Different Constant Temperatures Utilizing ATR-FTIR Spectroscopy and Cuticular Hydrocarbons
title_sort pupal age estimation of sarcophaga peregrina (diptera: sarcophagidae) at different constant temperatures utilizing atr-ftir spectroscopy and cuticular hydrocarbons
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965786/
https://www.ncbi.nlm.nih.gov/pubmed/36835712
http://dx.doi.org/10.3390/insects14020143
work_keys_str_mv AT shangyanjie pupalageestimationofsarcophagaperegrinadipterasarcophagidaeatdifferentconstanttemperaturesutilizingatrftirspectroscopyandcuticularhydrocarbons
AT fengyakai pupalageestimationofsarcophagaperegrinadipterasarcophagidaeatdifferentconstanttemperaturesutilizingatrftirspectroscopyandcuticularhydrocarbons
AT renlipin pupalageestimationofsarcophagaperegrinadipterasarcophagidaeatdifferentconstanttemperaturesutilizingatrftirspectroscopyandcuticularhydrocarbons
AT zhangxiangyan pupalageestimationofsarcophagaperegrinadipterasarcophagidaeatdifferentconstanttemperaturesutilizingatrftirspectroscopyandcuticularhydrocarbons
AT yangfengqin pupalageestimationofsarcophagaperegrinadipterasarcophagidaeatdifferentconstanttemperaturesutilizingatrftirspectroscopyandcuticularhydrocarbons
AT zhangchangquan pupalageestimationofsarcophagaperegrinadipterasarcophagidaeatdifferentconstanttemperaturesutilizingatrftirspectroscopyandcuticularhydrocarbons
AT guoyadong pupalageestimationofsarcophagaperegrinadipterasarcophagidaeatdifferentconstanttemperaturesutilizingatrftirspectroscopyandcuticularhydrocarbons