Back to Search Start Over

Raman Analysis Reveals Biochemical Differences in Plasma of Crohn's Disease Patients

Authors :
Marta Truffi
Luca Sorrentino
Serena Mazzucchelli
Sara Albasini
Renzo Vanna
Gianluca M. Sampietro
Fabio Corsi
Carlo Morasso
Francesco Colombo
Sandro Ardizzone
Source :
Journal of Crohn'scolitis. 14(11)
Publication Year :
2020

Abstract

Backgrounds and Aims There is no accurate and reliable circulating biomarker to diagnose Crohn’s disease [CD]. Raman spectroscopy is a relatively new approach that provides information on the biochemical composition of samples in minutes and virtually without any sample preparation. We aimed to test the use of Raman spectroscopy analysis of plasma samples as a potential diagnostic tool for CD. Methods We analysed by Raman spectroscopy dry plasma samples obtained from 77 CD patients [CD] and 45 healthy controls [HC]. In the dataset obtained, we analysed spectra differences between CD and HC, as well as among CD patients with different disease behaviours. We also developed a method, based on principal component analysis followed by a linear discrimination analysis [PCA-LDA], for the automatic classification of individuals based on plasma spectra analysis. Results Compared with HC, the CD spectra were characterised by less intense peaks corresponding to carotenoids [p Conclusions Our results indicate that Raman spectroscopy of blood plasma can identify metabolic variations associated with CD and it could be a rapid pre-screening tool to use before further specific evaluation.

Details

ISSN :
18764479
Volume :
14
Issue :
11
Database :
OpenAIRE
Journal :
Journal of Crohn'scolitis
Accession number :
edsair.doi.dedup.....7c9a1893e250a86f983c201088673d75