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Raman Analysis Reveals Biochemical Differences in Plasma of Crohn's Disease Patients
- 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.
- Subjects :
- 0301 basic medicine
Adult
Male
Spectrum Analysis, Raman
Sensitivity and Specificity
03 medical and health sciences
symbols.namesake
Amino Acids, Aromatic
0302 clinical medicine
Nuclear magnetic resonance
Crohn Disease
Predictive Value of Tests
Blood plasma
medicine
Biochemical composition
Humans
Crohn's disease
Principal Component Analysis
Plasma samples
business.industry
Gastroenterology
Discriminant Analysis
Reproducibility of Results
General Medicine
medicine.disease
Lipids
Circulating biomarkers
030104 developmental biology
Italy
symbols
Biomarker (medicine)
030211 gastroenterology & hepatology
Female
Linear discrimination analysis
business
Raman spectroscopy
Biomarkers
Subjects
Details
- ISSN :
- 18764479
- Volume :
- 14
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- Journal of Crohn'scolitis
- Accession number :
- edsair.doi.dedup.....7c9a1893e250a86f983c201088673d75