Lin Hancheng, Zhang Yinming, Wang Qi, Li Bing, Fan Shuanliang, Wang Zhenyuan
Department of Forensic Pathology, Xi'an Jiaotong University, Xi'an, People's Republic of China.
Int J Legal Med. 2018 May;132(3):667-674. doi: 10.1007/s00414-017-1634-2. Epub 2017 Aug 18.
In this study, we investigated the potential of attenuated total reflection (ATR) Fourier transform infrared (FTIR) spectroscopy combined with advanced chemometrics for species identification of bloodstains similar to evidence obtained from real crime scenes. Two partial least squares-discriminant analysis classification models (a human-mammal-domestic fowl trilateral model and a species-specific model) were established. The models demonstrated complete separation among the three classes (human, mammal, and domestic fowl) and distinguished six species (human, rat, rabbit, dog, chicken, and duck). Validation was subsequently conducted to evaluate the robustness of these two models, which resulted in 100 and 94.2% accuracy; even human bloodstains placed in an outdoor environment for up to 107 days were successfully identified. Additionally, all bloodstains were positively identified as blood using the squared Euclidean cosine method by comparing the spectra with those of non-blood substances that had a similar appearance or easily produced false positives. These results demonstrate that ATR-FTIR spectroscopy combined with chemometrics can be a powerful tool for species identification of bloodstains.
在本研究中,我们研究了衰减全反射(ATR)傅里叶变换红外(FTIR)光谱结合先进化学计量学用于鉴定与真实犯罪现场获取的证据相似的血迹物种的潜力。建立了两个偏最小二乘判别分析分类模型(人-哺乳动物-家禽三边模型和物种特异性模型)。这些模型在三类(人、哺乳动物和家禽)之间实现了完全分离,并区分了六个物种(人、大鼠、兔子、狗、鸡和鸭)。随后进行了验证以评估这两个模型的稳健性,准确率分别达到100%和94.2%;即使是放置在室外环境长达107天的人类血迹也被成功鉴定。此外,通过将光谱与外观相似或容易产生假阳性的非血液物质的光谱进行比较,使用平方欧几里得余弦法将所有血迹均明确鉴定为血液。这些结果表明,ATR-FTIR光谱结合化学计量学可以成为血迹物种鉴定的有力工具。