Cargando…
Identification of Possible Salivary Metabolic Biomarkers and Altered Metabolic Pathways in South American Patients Diagnosed with Oral Squamous Cell Carcinoma
Oral squamous cell carcinoma (OSCC) represents 90% of oral malignant neoplasms. The search for specific biomarkers for OSCC is a very active field of research contributing to establishing early diagnostic methods and unraveling underlying pathogenic mechanisms. In this work we investigated the saliv...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8537096/ https://www.ncbi.nlm.nih.gov/pubmed/34677365 http://dx.doi.org/10.3390/metabo11100650 |
_version_ | 1784588167868841984 |
---|---|
author | de Sá Alves, Mariana de Sá Rodrigues, Nayara Bandeira, Celso Muller Chagas, José Francisco Sales Pascoal, Maria Beatriz Nogueira Nepomuceno, Gabrielle Luana Jimenez Teodoro da Silva Martinho, Herculano Alves, Mônica Ghislaine Oliveira Mendes, Maria Anita Dias, Meriellen Alves, Levy Anderson César Almeida, Janete Dias |
author_facet | de Sá Alves, Mariana de Sá Rodrigues, Nayara Bandeira, Celso Muller Chagas, José Francisco Sales Pascoal, Maria Beatriz Nogueira Nepomuceno, Gabrielle Luana Jimenez Teodoro da Silva Martinho, Herculano Alves, Mônica Ghislaine Oliveira Mendes, Maria Anita Dias, Meriellen Alves, Levy Anderson César Almeida, Janete Dias |
author_sort | de Sá Alves, Mariana |
collection | PubMed |
description | Oral squamous cell carcinoma (OSCC) represents 90% of oral malignant neoplasms. The search for specific biomarkers for OSCC is a very active field of research contributing to establishing early diagnostic methods and unraveling underlying pathogenic mechanisms. In this work we investigated the salivary metabolites and the metabolic pathways of OSCC aiming find possible biomarkers. Salivary metabolites samples from 27 OSCC patients and 41 control individuals were compared through a gas chromatography coupled to a mass spectrometer (GC-MS) technique. Our results allowed identification of pathways of the malate-aspartate shuttle, the beta-alanine metabolism, and the Warburg effect. The possible salivary biomarkers were identified using the area under receiver-operating curve (AUC) criterion. Twenty-four metabolites were identified with AUC > 0.8. Using the threshold of AUC = 0.9 we find malic acid, maltose, protocatechuic acid, lactose, 2-ketoadipic, and catechol metabolites expressed. We notice that this is the first report of salivary metabolome in South American oral cancer patients, to the best of our knowledge. Our findings regarding these metabolic changes are important in discovering salivary biomarkers of OSCC patients. However, additional work needs to be performed considering larger populations to validate our results. |
format | Online Article Text |
id | pubmed-8537096 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85370962021-10-24 Identification of Possible Salivary Metabolic Biomarkers and Altered Metabolic Pathways in South American Patients Diagnosed with Oral Squamous Cell Carcinoma de Sá Alves, Mariana de Sá Rodrigues, Nayara Bandeira, Celso Muller Chagas, José Francisco Sales Pascoal, Maria Beatriz Nogueira Nepomuceno, Gabrielle Luana Jimenez Teodoro da Silva Martinho, Herculano Alves, Mônica Ghislaine Oliveira Mendes, Maria Anita Dias, Meriellen Alves, Levy Anderson César Almeida, Janete Dias Metabolites Article Oral squamous cell carcinoma (OSCC) represents 90% of oral malignant neoplasms. The search for specific biomarkers for OSCC is a very active field of research contributing to establishing early diagnostic methods and unraveling underlying pathogenic mechanisms. In this work we investigated the salivary metabolites and the metabolic pathways of OSCC aiming find possible biomarkers. Salivary metabolites samples from 27 OSCC patients and 41 control individuals were compared through a gas chromatography coupled to a mass spectrometer (GC-MS) technique. Our results allowed identification of pathways of the malate-aspartate shuttle, the beta-alanine metabolism, and the Warburg effect. The possible salivary biomarkers were identified using the area under receiver-operating curve (AUC) criterion. Twenty-four metabolites were identified with AUC > 0.8. Using the threshold of AUC = 0.9 we find malic acid, maltose, protocatechuic acid, lactose, 2-ketoadipic, and catechol metabolites expressed. We notice that this is the first report of salivary metabolome in South American oral cancer patients, to the best of our knowledge. Our findings regarding these metabolic changes are important in discovering salivary biomarkers of OSCC patients. However, additional work needs to be performed considering larger populations to validate our results. MDPI 2021-09-23 /pmc/articles/PMC8537096/ /pubmed/34677365 http://dx.doi.org/10.3390/metabo11100650 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article de Sá Alves, Mariana de Sá Rodrigues, Nayara Bandeira, Celso Muller Chagas, José Francisco Sales Pascoal, Maria Beatriz Nogueira Nepomuceno, Gabrielle Luana Jimenez Teodoro da Silva Martinho, Herculano Alves, Mônica Ghislaine Oliveira Mendes, Maria Anita Dias, Meriellen Alves, Levy Anderson César Almeida, Janete Dias Identification of Possible Salivary Metabolic Biomarkers and Altered Metabolic Pathways in South American Patients Diagnosed with Oral Squamous Cell Carcinoma |
title | Identification of Possible Salivary Metabolic Biomarkers and Altered Metabolic Pathways in South American Patients Diagnosed with Oral Squamous Cell Carcinoma |
title_full | Identification of Possible Salivary Metabolic Biomarkers and Altered Metabolic Pathways in South American Patients Diagnosed with Oral Squamous Cell Carcinoma |
title_fullStr | Identification of Possible Salivary Metabolic Biomarkers and Altered Metabolic Pathways in South American Patients Diagnosed with Oral Squamous Cell Carcinoma |
title_full_unstemmed | Identification of Possible Salivary Metabolic Biomarkers and Altered Metabolic Pathways in South American Patients Diagnosed with Oral Squamous Cell Carcinoma |
title_short | Identification of Possible Salivary Metabolic Biomarkers and Altered Metabolic Pathways in South American Patients Diagnosed with Oral Squamous Cell Carcinoma |
title_sort | identification of possible salivary metabolic biomarkers and altered metabolic pathways in south american patients diagnosed with oral squamous cell carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8537096/ https://www.ncbi.nlm.nih.gov/pubmed/34677365 http://dx.doi.org/10.3390/metabo11100650 |
work_keys_str_mv | AT desaalvesmariana identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT desarodriguesnayara identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT bandeiracelsomuller identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT chagasjosefranciscosales identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT pascoalmariabeatriznogueira identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT nepomucenogabrielleluanajimenezteodoro identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT dasilvamartinhoherculano identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT alvesmonicaghislaineoliveira identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT mendesmariaanita identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT diasmeriellen identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT alveslevyandersoncesar identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma AT almeidajanetedias identificationofpossiblesalivarymetabolicbiomarkersandalteredmetabolicpathwaysinsouthamericanpatientsdiagnosedwithoralsquamouscellcarcinoma |