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

被引:1
作者
Morasso, Carlo [1 ]
Daveri, Elena [2 ]
Bonizzi, Arianna [1 ]
Truffi, Marta [1 ]
Colombo, Francesco [3 ]
Danelli, Piergiorgio [3 ,4 ]
Albasini, Sara [5 ]
Rivoltini, Licia [2 ]
Mazzucchelli, Serena [4 ]
Sorrentino, Luca [6 ]
Corsi, Fabio [4 ,5 ]
机构
[1] Istituti Clinici Scientif Maugeri IRCCS, Lab Nanomed, Pavia, Italy
[2] Fdn IRCCS Ist Nazl Tumori Milano, Translat Immunol Unit, Milan, Italy
[3] Luigi Sacco Univ Hosp, ASST Fatebenefratelli Sacco, Div Gen Surg, Milan, Italy
[4] Univ Milan, Dept Biomed & Clin Sci, Milan, Italy
[5] Breast Unit, Istituti Clinici Scientif Maugeri IRCCS, Pavia, Italy
[6] Fdn IRCCS Ist Nazl Tumori Milano, Colorectal Surg Unit, Milan, Italy
来源
MEDCOMM | 2024年 / 5卷 / 11期
关键词
biomarkers; colorectal cancer; dried blood plasma; inflammation; Raman spectroscopy; CONFORMATIONAL-CHANGES; COLONOSCOPY; MANAGEMENT; SPECTRA;
D O I
10.1002/mco2.774
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
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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页数:11
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