Identification of possible salivary metabolic biomarkers and altered metabolic pathways in south american patients diagnosed with oral squamous cell carcinoma

Detalhes bibliográficos
Autor(a) principal: de Sá Alves, Mariana [UNESP]
Data de Publicação: 2021
Outros Autores: de Sá Rodrigues, Nayara [UNESP], Bandeira, Celso Muller [UNESP], 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 [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3390/metabo11100650
http://hdl.handle.net/11449/233607
Resumo: 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 Identification of possible salivary metabolic biomarkers and altered metabolic pathways in south american patients diagnosed with oral squamous cell carcinomaBiomarkersGC-MSMass spectrometryMetabolitesMetabolomicsOral cancerOral squamous cell carcinomaSalivaOral 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.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Universidade Estadual PaulistaFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Department of Biosciences and Diagnosis Institute of Science and Technology São Paulo State University (Unesp)Department of Head and Neck Surgery Hospital of the Pontifical Catholic University of CampinasCentro de Ciências Naturais e Humanas (CCNH) Universidade Federal do ABC, Av. dos Estados, 5001School of Dentistry Universidade Mogi das CruzesSchool of Medicine Anhembi Morumbi UniversityDempster MS Lab Department of Chemical Engineering Polytechnic School University of Sao PauloDepartment of Biosciences and Diagnosis Institute of Science and Technology São Paulo State University (Unesp)FAPESP: 2016/08633-0FAPESP: 2021/09168-8CNPq: 307718/2019-0Universidade Estadual Paulista (UNESP)Universidade Estadual de Campinas (UNICAMP)Universidade Federal do ABC (UFABC)Universidade Mogi das CruzesAnhembi Morumbi UniversityUniversidade de São Paulo (USP)de Sá Alves, Mariana [UNESP]de Sá Rodrigues, Nayara [UNESP]Bandeira, Celso Muller [UNESP]Chagas, José Francisco SalesPascoal, Maria Beatriz NogueiraNepomuceno, Gabrielle Luana Jimenez Teodoroda Silva Martinho, HerculanoAlves, Mônica Ghislaine OliveiraMendes, Maria AnitaDias, MeriellenAlves, Levy Anderson CésarAlmeida, Janete Dias [UNESP]2022-05-01T09:30:57Z2022-05-01T09:30:57Z2021-10-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3390/metabo11100650Metabolites, v. 11, n. 10, 2021.2218-1989http://hdl.handle.net/11449/23360710.3390/metabo111006502-s2.0-85116077558Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengMetabolitesinfo:eu-repo/semantics/openAccess2022-05-01T09:30:57Zoai:repositorio.unesp.br:11449/233607Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-05-01T09:30:57Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv 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
spellingShingle Identification of possible salivary metabolic biomarkers and altered metabolic pathways in south american patients diagnosed with oral squamous cell carcinoma
de Sá Alves, Mariana [UNESP]
Biomarkers
GC-MS
Mass spectrometry
Metabolites
Metabolomics
Oral cancer
Oral squamous cell carcinoma
Saliva
title_short 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_sort Identification of possible salivary metabolic biomarkers and altered metabolic pathways in south american patients diagnosed with oral squamous cell carcinoma
author de Sá Alves, Mariana [UNESP]
author_facet de Sá Alves, Mariana [UNESP]
de Sá Rodrigues, Nayara [UNESP]
Bandeira, Celso Muller [UNESP]
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 [UNESP]
author_role author
author2 de Sá Rodrigues, Nayara [UNESP]
Bandeira, Celso Muller [UNESP]
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 [UNESP]
author2_role author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
Universidade Estadual de Campinas (UNICAMP)
Universidade Federal do ABC (UFABC)
Universidade Mogi das Cruzes
Anhembi Morumbi University
Universidade de São Paulo (USP)
dc.contributor.author.fl_str_mv de Sá Alves, Mariana [UNESP]
de Sá Rodrigues, Nayara [UNESP]
Bandeira, Celso Muller [UNESP]
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 [UNESP]
dc.subject.por.fl_str_mv Biomarkers
GC-MS
Mass spectrometry
Metabolites
Metabolomics
Oral cancer
Oral squamous cell carcinoma
Saliva
topic Biomarkers
GC-MS
Mass spectrometry
Metabolites
Metabolomics
Oral cancer
Oral squamous cell carcinoma
Saliva
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.
publishDate 2021
dc.date.none.fl_str_mv 2021-10-01
2022-05-01T09:30:57Z
2022-05-01T09:30:57Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3390/metabo11100650
Metabolites, v. 11, n. 10, 2021.
2218-1989
http://hdl.handle.net/11449/233607
10.3390/metabo11100650
2-s2.0-85116077558
url http://dx.doi.org/10.3390/metabo11100650
http://hdl.handle.net/11449/233607
identifier_str_mv Metabolites, v. 11, n. 10, 2021.
2218-1989
10.3390/metabo11100650
2-s2.0-85116077558
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Metabolites
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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