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Forensic discrimination of menstrual blood and peripheral blood using attenuated total reflectance (ATR)-Fourier transform infrared (FT-IR) spectroscopy and chemometrics

机译:使用减弱的总反射率(ATR) - 富集红外(FT-IR)光谱和化学测量学使用衰减总反射率的法医辨别月经血液和外周血

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摘要

Body fluids are one of the most important pieces of evidence encountered in forensic cases especially in cases of sexual assault. Analysis of such evidence can help to establish a link between the perpetrator, the victim, and the crime scene and thereby assist in crime reconstruction. However, one of the biggest challenges faced by the investigators in sexual assault cases is that of ascertaining the issue of consent of the victim. In this matter, differentiation of menstrual blood (either in dried or stained form) from traumatic peripheral blood can give a potential solution on this particular aspect. A number of studies have been attempted to differentiate these two body fluids using various biochemical and serological methods. However, the methods employed are limited by factors such as sample destructivity and non-specificity, and the methods are susceptible to false positive results. In the present study, the scope of attenuated total reflectance (ATR)-Fourier transform infrared (FT-IR) spectroscopy in discriminating samples of menstrual blood and peripheral blood has been investigated, in combination with chemometric tools such as principal component analysis (PCA), partial least square regression (PLSR), and linear discriminant analysis (LDA). PCA resulted in 93.3% accuracy, whereas PLSR and LDA resulted in 100% accuracy for the discrimination of peripheral blood from menstrual blood. Application of PCA for the discrimination of menstrual blood from vaginal fluid and seminal fluid delivered 100% classification. Similarly, 100% classification was achieved while differentiating between menstrual blood and blood look-alike substances. Furthermore, in the current study, the effect of substrates on the analysis of menstrual blood has also been studied and described.
机译:体液是法医案件中遇到的最重要证据之一,特别是在性侵犯的情况下。对这些证据的分析可以帮助建立犯罪者,受害者和犯罪现场之间的联系,从而有助于犯罪重建。然而,性攻击案件中调查人员面临的最大挑战之一是确定受害者同意的问题。在此目的,来自创伤外周血的月经血液(以干燥或染色的形式)的分化可以给出该特定方面的潜在溶液。已经尝试使用各种生物化学和血清学方法来区分这两个体液的许多研究。然而,所采用的方法受到样品破坏性和非特异性等因素的限制,并且该方法易受假阳性结果的影响。在本研究中,研究了减毒的总反射率(ATR) - 浓度变换红外(FT-IR)光谱,用于区分月经血液和外周血样品,与化学计量工具相结合,例如主成分分析(PCA) ,部分最小二乘回归(PLSR)和线性判别分析(LDA)。 PCA精度导致93.3%,而PLSR和LDA导致100%精度为来自月经血的外周血。 PCA在阴道液和精液中辨别月经血液的应用100%分类。同样,达到100%的分类,同时区分月经血液和血液看起来相似的物质。此外,在目前的研究中,还研究和描述了底物对月经血液分析的影响。

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