Characterization of Salivary and Plasma Metabolites as Biomarkers for HCC: A Pilot Study

Author:

Hershberger Courtney E.12ORCID,Raj Roma123,Mariam Arshiya12,Aykun Nihal123,Allende Daniela S.3,Brown Mark45,Aucejo Federico3,Rotroff Daniel M.126ORCID

Affiliation:

1. Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA

2. Center for Quantitative Metabolic Research, Cleveland Clinic, Cleveland, OH 44195, USA

3. Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH 44195, USA

4. Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA

5. Center for Microbiome and Human Health, Cleveland Clinic, Cleveland, OH 44195, USA

6. Endocrinology and Metabolism Institute, Cleveland Clinic, Cleveland, OH 44195, USA

Abstract

(1) Background: The incidence of hepatocellular carcinoma (HCC) is rising, and current screening methods lack sensitivity. This study aimed to identify distinct and overlapping metabolites in saliva and plasma that are significantly associated with HCC. (2) Methods: Saliva samples were collected from 42 individuals (HCC = 16, cirrhosis = 12, healthy = 14), with plasma samples from 22 (HCC = 14, cirrhosis = 2, healthy = 6). We performed untargeted mass spectrometry on blood and plasma, tested metabolites for associations with HCC or cirrhosis using a logistic regression, and identified enriched pathways with Metaboanalyst. Pearson’s correlation was employed to test for correlations between salivary and plasma metabolites. (3) Results: Six salivary metabolites (1-hexadecanol, isooctanol, malonic acid, N-acetyl-valine, octadecanol, and succinic acid) and ten plasma metabolites (glycine, 3-(4-hydroxyphenyl)propionic acid, aconitic acid, isocitric acid, tagatose, cellobiose, fucose, glyceric acid, isocitric acid, isothreonic acid, and phenylacetic acid) were associated with HCC. Malonic acid was correlated between the paired saliva and plasma samples. Pathway analysis highlighted deregulation of the ‘The Citric Acid Cycle’ in both biospecimens. (4) Conclusions: Our study suggests that salivary and plasma metabolites may serve as independent sources for HCC detection. Despite the lack of correlation between individual metabolites, they converge on ‘The Citric Acid Cycle’ pathway, implicated in HCC pathogenesis.

Funder

Cleveland Clinic VeloSano Award

Cleveland Clinic Centers of Excellence Award

Publisher

MDPI AG

Subject

Cancer Research,Oncology

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