Application of Raman hyperspectral imaging for bio-fluid spots segmentation and characterization on cotton supports

IF 4.6 2区 化学 Q1 SPECTROSCOPY Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy Pub Date : 2025-06-05 Epub Date: 2025-02-19 DOI:10.1016/j.saa.2025.125933
L. Castellino , E. Alladio , M. Vincenti , M. Moreau , C. Ruckebusch , R. Vitale
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Abstract

Forensic analysis of biological traces based on advanced approaches like DNA fingerprinting, serology and toxicology plays a crucial role in suspect identification and event reconstruction. In the last decades, non-destructive spectroscopic and imaging techniques have often permitted to gather preliminary information on the presence of biological fluids in specific locations of a crime scene. This study combines Raman hyperspectral imaging with chemometrics to characterize biological stains on cotton supports. Our results (obtained through the application of Soft Independent Modelling of Class Analogy – SIMCA – Principal Component Analysis – PCA – and Partial Least Squares Discriminant Analysis – PLS-DA) show that such a combination allows stains of 4 distinct biological fluids (i.e., blood, urine, sperm and saliva) to be successfully differentiated, paving the way to the development of a robust and accurate tool for on-site recognition and identification of liquid traces of forensic interest.
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拉曼高光谱成像在棉花支架生物流体斑点分割与表征中的应用
基于DNA指纹、血清学和毒理学等先进方法的生物痕迹法医分析在嫌疑人识别和事件重建中起着至关重要的作用。在过去的几十年里,非破坏性光谱和成像技术常常能够收集到关于犯罪现场特定地点是否存在生物流体的初步信息。本研究结合拉曼高光谱成像和化学计量学来表征棉花支架上的生物污渍。我们的结果(通过应用类类比的软独立建模- SIMCA -主成分分析- PCA -和偏最小二乘判别分析- PLS-DA)表明,这种组合可以成功区分4种不同生物液体(即血液,尿液,精子和唾液)的污渍,为开发一种强大而准确的工具来现场识别和鉴定法医感兴趣的液体痕迹铺平了道路。
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来源期刊
CiteScore
8.40
自引率
11.40%
发文量
1364
审稿时长
40 days
期刊介绍: Spectrochimica Acta, Part A: Molecular and Biomolecular Spectroscopy (SAA) is an interdisciplinary journal which spans from basic to applied aspects of optical spectroscopy in chemistry, medicine, biology, and materials science. The journal publishes original scientific papers that feature high-quality spectroscopic data and analysis. From the broad range of optical spectroscopies, the emphasis is on electronic, vibrational or rotational spectra of molecules, rather than on spectroscopy based on magnetic moments. Criteria for publication in SAA are novelty, uniqueness, and outstanding quality. Routine applications of spectroscopic techniques and computational methods are not appropriate. Topics of particular interest of Spectrochimica Acta Part A include, but are not limited to: Spectroscopy and dynamics of bioanalytical, biomedical, environmental, and atmospheric sciences, Novel experimental techniques or instrumentation for molecular spectroscopy, Novel theoretical and computational methods, Novel applications in photochemistry and photobiology, Novel interpretational approaches as well as advances in data analysis based on electronic or vibrational spectroscopy.
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