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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...

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Autores principales: 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
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
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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.
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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
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