Spectral Mining for Discriminating Blood Origins in the Presence of Substrate Interference via Attenuated Total Reflection Fourier Transform Infrared Spectroscopy: Postmortem or Antemortem Blood?

被引:21
作者
Takamura, Ayari [1 ,2 ]
Watanabe, Ken [1 ]
Akutsu, Tomoko [1 ]
Ikegaya, Hiroshi [3 ]
Ozawa, Takeaki [2 ]
机构
[1] Natl Res Inst Police Sci, Dept Forens Sci 1, 6-3-1 Kashiwanoha, Kashiwa, Chiba 2770882, Japan
[2] Univ Tokyo, Grad Sch Sci, Dept Chem, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1130033, Japan
[3] Kyoto Prefectural Univ Med, Grad Sch Med Sci, Dept Forens Med, Kamigyo Ku, 465 Kajii Cho, Kyoto 6028566, Japan
基金
日本学术振兴会;
关键词
PARTIAL LEAST-SQUARES; FT-IR; RAMAN-SPECTROSCOPY; BODY-FLUIDS; LACTATE CONCENTRATION; IDENTIFICATION; DIAGNOSIS; SAMPLES; DIFFERENTIATION; CHEMOMETRICS;
D O I
10.1021/acs.analchem.7b01756
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Often in criminal investigations, discrimination of types of body fluid evidence is crucially important to ascertain how a crime was committed. Compared to current methods using biochemical techniques, vibrational spectroscopic approaches can provide versatile applicability to identify various body fluid types without sample invasion. However, their applicability is limited to pure body fluid samples because important signals from body fluids incorporated in a substrate are affected strongly by interference from substrate signals. Herein, we describe a novel approach to recover body fluid signals that are embedded in strong substrate interferences using attenuated total reflection Fourier transform infrared (ATR FT-IR) spectroscopy and an innovative multivariate spectral processing. This technique supported detection of covert features of body fluid signals, and then identified origins of body fluid stains on substrates. We discriminated between ATR FT-IR. spectra of postmortem blood (PB) and those of antemortem blood (AB) by creating a multivariate statistics model. From ATR FT-IR spectra of PB and AB stains on interfering substrates (polyester, cotton, and denim), blood-originated signals were extracted by a weighted linear regression approach we developed originally using principal components of both blood and substrate spectra. The blood-originated signals were finally classified by the discriminant model, demonstrating high discriminant accuracy. The present method can identify body fluid evidence independently of the substrate type, which is expected to promote the application of vibrational spectroscopic techniques in forensic body fluid analysis.
引用
收藏
页码:9797 / 9804
页数:8
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