Analysis of Hepatic Fibrosis Characteristics in Cirrhotic Patients with and without Hepatocellular Carcinoma by FTIR Spectral Imaging

The evolution of cirrhosis is marked by quantitative and qualitative modifications of the fibrosis tissue and an increasing risk of complications such as hepatocellular carcinoma (HCC). Our purpose was to identify by FTIR imaging the spectral characteristics of hepatic fibrosis in cirrhotic patients...

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Main Authors: Johanna Moreau, Pascaline Bouzy, Julien Guillard, Valérie Untereiner, Roselyne Garnotel, Aude Marchal, Cyril Gobinet, Christine Terryn, Ganesh D. Sockalingum, Gérard Thiéfin
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/25/18/4092
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spelling doaj-841838483c454009bea2dccffb9cf6e82020-11-25T03:22:52ZengMDPI AGMolecules1420-30492020-09-01254092409210.3390/molecules25184092Analysis of Hepatic Fibrosis Characteristics in Cirrhotic Patients with and without Hepatocellular Carcinoma by FTIR Spectral ImagingJohanna Moreau0Pascaline Bouzy1Julien Guillard2Valérie Untereiner3Roselyne Garnotel4Aude Marchal5Cyril Gobinet6Christine Terryn7Ganesh D. Sockalingum8Gérard Thiéfin9BioSpecT-EA7506, UFR de Pharmacie, Université de Reims Champagne-Ardenne, 51097 Reims, FranceBioSpecT-EA7506, UFR de Pharmacie, Université de Reims Champagne-Ardenne, 51097 Reims, FranceBioSpecT-EA7506, UFR de Pharmacie, Université de Reims Champagne-Ardenne, 51097 Reims, FrancePlateforme en Imagerie Cellulaire et Tissulaire (PICT), Université de Reims Champagne-Ardenne, CEDEX, 51097 Reims, FranceBioSpecT-EA7506, UFR de Pharmacie, Université de Reims Champagne-Ardenne, 51097 Reims, FranceBioSpecT-EA7506, UFR de Pharmacie, Université de Reims Champagne-Ardenne, 51097 Reims, FranceBioSpecT-EA7506, UFR de Pharmacie, Université de Reims Champagne-Ardenne, 51097 Reims, FrancePlateforme en Imagerie Cellulaire et Tissulaire (PICT), Université de Reims Champagne-Ardenne, CEDEX, 51097 Reims, FranceBioSpecT-EA7506, UFR de Pharmacie, Université de Reims Champagne-Ardenne, 51097 Reims, FranceBioSpecT-EA7506, UFR de Pharmacie, Université de Reims Champagne-Ardenne, 51097 Reims, FranceThe evolution of cirrhosis is marked by quantitative and qualitative modifications of the fibrosis tissue and an increasing risk of complications such as hepatocellular carcinoma (HCC). Our purpose was to identify by FTIR imaging the spectral characteristics of hepatic fibrosis in cirrhotic patients with and without HCC. FTIR images were collected at projected pixel sizes of 25 and 2.7 μm from paraffinized hepatic tissues of five patients with uncomplicated cirrhosis and five cirrhotic patients with HCC and analyzed by k-means clustering. When compared to the adjacent histological section, the spectral clusters corresponding to hepatic fibrosis and regeneration nodules were easily identified. The fibrosis area estimated by FTIR imaging was correlated to that evaluated by digital image analysis of histological sections and was higher in patients with HCC compared to those without complications. Qualitative differences were also observed when fibrosis areas were specifically targeted at higher resolution. The partition in two clusters of the fibrosis tissue highlighted subtle differences in the spectral characteristics of the two groups of patients. These data show that the quantitative and qualitative changes of fibrosis tissue occurring during the course of cirrhosis are detectable by FTIR imaging, suggesting the possibility of subclassifying cirrhosis into different steps of severity.https://www.mdpi.com/1420-3049/25/18/4092FTIR imagingk-meansfibrosiscollagencirrhosishepatocellular carcinoma
collection DOAJ
language English
format Article
sources DOAJ
author Johanna Moreau
Pascaline Bouzy
Julien Guillard
Valérie Untereiner
Roselyne Garnotel
Aude Marchal
Cyril Gobinet
Christine Terryn
Ganesh D. Sockalingum
Gérard Thiéfin
spellingShingle Johanna Moreau
Pascaline Bouzy
Julien Guillard
Valérie Untereiner
Roselyne Garnotel
Aude Marchal
Cyril Gobinet
Christine Terryn
Ganesh D. Sockalingum
Gérard Thiéfin
Analysis of Hepatic Fibrosis Characteristics in Cirrhotic Patients with and without Hepatocellular Carcinoma by FTIR Spectral Imaging
Molecules
FTIR imaging
k-means
fibrosis
collagen
cirrhosis
hepatocellular carcinoma
author_facet Johanna Moreau
Pascaline Bouzy
Julien Guillard
Valérie Untereiner
Roselyne Garnotel
Aude Marchal
Cyril Gobinet
Christine Terryn
Ganesh D. Sockalingum
Gérard Thiéfin
author_sort Johanna Moreau
title Analysis of Hepatic Fibrosis Characteristics in Cirrhotic Patients with and without Hepatocellular Carcinoma by FTIR Spectral Imaging
title_short Analysis of Hepatic Fibrosis Characteristics in Cirrhotic Patients with and without Hepatocellular Carcinoma by FTIR Spectral Imaging
title_full Analysis of Hepatic Fibrosis Characteristics in Cirrhotic Patients with and without Hepatocellular Carcinoma by FTIR Spectral Imaging
title_fullStr Analysis of Hepatic Fibrosis Characteristics in Cirrhotic Patients with and without Hepatocellular Carcinoma by FTIR Spectral Imaging
title_full_unstemmed Analysis of Hepatic Fibrosis Characteristics in Cirrhotic Patients with and without Hepatocellular Carcinoma by FTIR Spectral Imaging
title_sort analysis of hepatic fibrosis characteristics in cirrhotic patients with and without hepatocellular carcinoma by ftir spectral imaging
publisher MDPI AG
series Molecules
issn 1420-3049
publishDate 2020-09-01
description The evolution of cirrhosis is marked by quantitative and qualitative modifications of the fibrosis tissue and an increasing risk of complications such as hepatocellular carcinoma (HCC). Our purpose was to identify by FTIR imaging the spectral characteristics of hepatic fibrosis in cirrhotic patients with and without HCC. FTIR images were collected at projected pixel sizes of 25 and 2.7 μm from paraffinized hepatic tissues of five patients with uncomplicated cirrhosis and five cirrhotic patients with HCC and analyzed by k-means clustering. When compared to the adjacent histological section, the spectral clusters corresponding to hepatic fibrosis and regeneration nodules were easily identified. The fibrosis area estimated by FTIR imaging was correlated to that evaluated by digital image analysis of histological sections and was higher in patients with HCC compared to those without complications. Qualitative differences were also observed when fibrosis areas were specifically targeted at higher resolution. The partition in two clusters of the fibrosis tissue highlighted subtle differences in the spectral characteristics of the two groups of patients. These data show that the quantitative and qualitative changes of fibrosis tissue occurring during the course of cirrhosis are detectable by FTIR imaging, suggesting the possibility of subclassifying cirrhosis into different steps of severity.
topic FTIR imaging
k-means
fibrosis
collagen
cirrhosis
hepatocellular carcinoma
url https://www.mdpi.com/1420-3049/25/18/4092
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