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Top-Down Proteomics Detection of Potential Salivary Biomarkers for Autoimmune Liver Diseases Classification

Authors :
Olianas, A.
Guadalupi, G.
Cabras, T.
Contini, C.
Serrao, S.
Iavarone, Federica
Castagnola, Massimo
Messana, Irene
Onali, Sebastiano
Chessa, L.
Diaz, G.
Manconi, B.
Iavarone F. (ORCID:0000-0002-2074-5531)
Castagnola M. (ORCID:0000-0002-0959-7259)
Messana I. (ORCID:0000-0002-1436-6105)
Onali S.
Olianas, A.
Guadalupi, G.
Cabras, T.
Contini, C.
Serrao, S.
Iavarone, Federica
Castagnola, Massimo
Messana, Irene
Onali, Sebastiano
Chessa, L.
Diaz, G.
Manconi, B.
Iavarone F. (ORCID:0000-0002-2074-5531)
Castagnola M. (ORCID:0000-0002-0959-7259)
Messana I. (ORCID:0000-0002-1436-6105)
Onali S.
Publication Year :
2023

Abstract

(1) Autoimmune hepatitis (AIH) and primary biliary cholangitis (PBC) are autoimmune liver diseases characterized by chronic hepatic inflammation and progressive liver fibrosis. The possible use of saliva as a diagnostic tool has been explored in several oral and systemic diseases. The use of proteomics for personalized medicine is a rapidly emerging field. (2) Salivary proteomic data of 36 healthy controls (HCs), 36 AIH and 36 PBC patients, obtained by liquid chromatography/mass spectrometry top-down pipeline, were analyzed by multiple Mann-Whitney test, Kendall correlation, Random Forest (RF) analysis and Linear Discriminant Analysis (LDA); (3) Mann-Whitney tests provided indications on the panel of differentially expressed salivary proteins and peptides, namely cystatin A, statherin, histatin 3, histatin 5 and histatin 6, which were elevated in AIH patients with respect to both HCs and PBC patients, while S100A12, S100A9 short, cystatin S1, S2, SN and C showed varied levels in PBC with respect to HCs and/or AIH patients. RF analysis evidenced a panel of salivary proteins/peptides able to classify with good accuracy PBC vs. HCs (83.3%), AIH vs. HCs (79.9%) and PBC vs. AIH (80.2%); (4) RF appears to be an attractive machine-learning tool suited for classification of AIH and PBC based on their different salivary proteomic profiles.

Details

Database :
OAIster
Notes :
English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1439664140
Document Type :
Electronic Resource