Raman spectroscopy on dried blood plasma allows diagnosis and monitoring of colorectal cancer

IF 10.7 Q1 MEDICINE, RESEARCH & EXPERIMENTAL MedComm Pub Date : 2024-10-31 DOI:10.1002/mco2.774
Carlo Morasso, Elena Daveri, Arianna Bonizzi, Marta Truffi, Francesco Colombo, Piergiorgio Danelli, Sara Albasini, Licia Rivoltini, Serena Mazzucchelli, Luca Sorrentino, Fabio Corsi
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Abstract

Colorectal cancer (CRC) remains challenging to diagnose, necessitating the identification of a noninvasive biomarker that can differentiate it from other conditions such as inflammatory bowel diseases (IBD) and diverticular disease (DD). Raman spectroscopy (RS) stands out as a promising technique for monitoring blood biochemical profiles, with the potential to identify distinct signatures identifying CRC subjects. We performed RS analysis on dried plasma from 120 subjects: 32 CRC patients, 37 IBD patients, 20 DD patients, and 31 healthy controls. We also conducted longitudinal studies of CRC patient's postsurgery to monitor the spectral changes over time. We identified six spectral features that showed significant differences between CRC and non-CRC patients, corresponding to tryptophan, tyrosine, phenylalanine, lipids, carotenoids, and disulfide bridges. These features enabled the classification of CRC patients with an accuracy of 87.5%. Moreover, longitudinal analysis revealed that the spectral differences normalized over 6 months after surgery, indicating their association with the presence of the disease. Our study demonstrates the potential of RS to identify specific biomolecular signatures related to CRC. These results suggest that RS could be a novel screening and monitoring tool, providing valuable insights for the development of noninvasive and accurate diagnostic methods for CRC.

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干血浆拉曼光谱可诊断和监测结直肠癌
结肠直肠癌(CRC)的诊断仍然具有挑战性,因此有必要确定一种非侵入性生物标志物,将其与炎症性肠病(IBD)和憩室病(DD)等其他疾病区分开来。拉曼光谱(RS)是监测血液生化特征的一项前景广阔的技术,有可能识别出识别 CRC 受试者的独特特征。我们对 120 名受试者的干血浆进行了拉曼光谱分析:其中包括 32 名 CRC 患者、37 名 IBD 患者、20 名 DD 患者和 31 名健康对照者。我们还对 CRC 患者手术后的血浆进行了纵向研究,以监测光谱随时间的变化。我们确定了色氨酸、酪氨酸、苯丙氨酸、脂类、类胡萝卜素和二硫桥等六种光谱特征在 CRC 患者和非 CRC 患者之间存在显著差异。根据这些特征对 CRC 患者进行分类的准确率高达 87.5%。此外,纵向分析表明,术后 6 个月内光谱差异趋于正常,这表明光谱差异与疾病的存在有关。我们的研究证明了 RS 识别与 CRC 相关的特定生物分子特征的潜力。这些结果表明,RS 可以作为一种新型筛查和监测工具,为开发无创、准确的 CRC 诊断方法提供宝贵的见解。
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审稿时长
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