A forensic international market survey of condom lubricants and personal ATR-FTIR to chemometrics

被引:11
|
作者
Burnier, Celine [1 ]
Coulson, Sally [2 ]
Massonnet, Genevieve [1 ]
Pitts, Kari [3 ]
Sauzier, Georgina [4 ,5 ]
Lewis, Simon W. [4 ,5 ]
机构
[1] Univ Lausanne, Ecole Sci Criminelles, Lausanne, Switzerland
[2] Inst Environm Sci & Res Ltd, 120 Mt Albert Rd, Auckland 1025, New Zealand
[3] ChemCtr WA, Forens Sci Lab, Bentley, WA, Australia
[4] Curtin Univ, Sch Mol & Life Sci, GPO Box U1987, Perth, WA 6845, Australia
[5] Curtin Univ, Curtin Inst Funct Mol & Interfaces, GPO Box U1987, Perth, WA 6845, Australia
关键词
Silicone; Lubricants; Glycerine; International market; Chemometrics; ATR-FTIR; TIME; DISCRIMINATION; IDENTIFICATION; CLASSIFICATION; SPECTRA; SCIENCE; PAINTS; TRACES;
D O I
10.1016/j.scijus.2021.01.005
中图分类号
DF [法律]; D9 [法律]; R [医药、卫生];
学科分类号
0301 ; 10 ;
摘要
Condom residues may be encountered in forensic investigations as traces in sexual assault or rape cases. Casework studies have shown the value of distinguishing condom residues from other types of personal products used by women. However, up to now, there has been no investigation of their chemical variability within an international context. This work employed attenuated total reflectance Fourier transform infrared spectroscopy with chemometrics to provide objective characterisation of condom lubricants and personal hygiene products from the international market. 166 samples were obtained covering five major classes of products likely to be used by women. Principal component analysis distinguished most major classes based on their spectral profiles, with subsequent support vector machine models yielding discrimination accuracies over 90%. A two-step approach was subsequently developed and enabled both classification and a discrimination accuracy of 100%. This could provide greater confidence in chemical discrimination of residues from these products when conducting investigations and help assess the origin of the chemical profile obtained. Further testing using three validation sets produced an identification accuracy of 100% for generic classes, which may allow investigative leads to be more readily obtained from recovered evidence.
引用
收藏
页码:235 / 248
页数:14
相关论文
共 50 条
  • [1] Implementing ATR-FTIR spectroscopy and chemometrics for the forensic examination of sexual lubricants and their traces
    Nimi, Chongtham
    Yadav, Arti
    Singh, Parampreet
    Sharma, Sweety
    Singh, Rajinder
    FORENSIC CHEMISTRY, 2023, 36
  • [2] Forensic analysis of red lipsticks using ATR-FTIR spectroscopy and chemometrics
    Chophi, Rito
    Sharma, Sweety
    Singh, Rajinder
    FORENSIC CHEMISTRY, 2020, 17
  • [3] Application of ATR-FTIR spectroscopy and chemometrics to the forensic examination of duct tapes
    Nimi, Chongtham
    Chophi, Rito
    Singh, Rajinder
    FORENSIC CHEMISTRY, 2023, 32
  • [4] Forensic Discrimination of condom lubricants using ATR-FTIR spectroscopy in combination with chemometrics- effect of matrices, pre-coital and post-coital conditions
    Sharma, Sweety
    Bhasin, Rayshm
    Nimi, Chongtham
    Singh, Rajinder
    FORENSIC SCIENCE MEDICINE AND PATHOLOGY, 2024, 20 (04) : 1222 - 1240
  • [5] Application of ATR-FTIR spectroscopy and chemometrics for the forensic discrimination of aged peripheral and menstrual bloodstains
    Wang, Hanting
    Ding, Xuan
    He, Xin
    Guo, Gaoxian
    Yang, Jiaxin
    Zhang, Yongtai
    Jia, Zijie
    Zhang, Junhao
    Li, Jianbo
    Wang, Qi
    MICROCHEMICAL JOURNAL, 2024, 197
  • [6] Cocaine profiling: Implementation of a predictive model by ATR-FTIR coupled with chemometrics in forensic chemistry
    Materazzi, Stefano
    Gregori, Adolfo
    Ripani, Luigi
    Apriceno, Azzurra
    Risoluti, Roberta
    TALANTA, 2017, 166 : 328 - 335
  • [7] Diagnosis of Lung Cancer by ATR-FTIR Spectroscopy and Chemometrics
    Yang, Xien
    Ou, Quanhong
    Qian, Kai
    Yang, Jianru
    Bai, Zhixun
    Yang, Weiye
    Shi, Youming
    Liu, Gang
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [8] On the spectroscopic investigation of stamp inks using ATR-FTIR and chemometrics: Application in forensic document examination
    Sharma, Sweety
    Garg, Dulphy
    Chophi, Rito
    Singh, Rajinder
    FORENSIC CHEMISTRY, 2021, 26
  • [9] Forensic identification and differentiation of some protected timber species using ATR-FTIR spectroscopy and chemometrics
    Yadav, Arti
    Sharma, Sweety
    Singh, Vaibhav
    Kapoor, Manish
    Singh, Rajinder
    FRONTIERS IN ANALYTICAL SCIENCE, 2024, 4
  • [10] Solute concentration prediction using chemometrics and ATR-FTIR spectroscopy
    Togkalidou, T
    Fujiwara, M
    Patel, S
    Braatz, RD
    JOURNAL OF CRYSTAL GROWTH, 2001, 231 (04) : 534 - 543