Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico

Detalhes bibliográficos
Autor(a) principal: Oliveira, Talita Mendes De [UNIFESP]
Data de Publicação: 2019
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UNIFESP
Texto Completo: https://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=7892094
https://repositorio.unifesp.br/handle/11600/59807
Resumo: Introduction: Gastric cancer (GC) is the fifth most diagnosed malignant neoplasms and the third leading cause of death associated with cancer worldwide. In Brazil, 21.000 new cases were estimated for the biennium 2018-2019. GC is frequently diagnosed at an advanced stage, causing a reduction in therapeutic efficacy rate, and therefore the identification of biomarkers that allows an early diagnosis may result in a better survival. The aims of this study were to perform a comparative analysis of the endogenous peptides (peptidome) of patients diagnosed with gastric adenocarcinoma (GAC) and non-tumor (control) subject, and then mapping the proteases involved in the production of these peptides. Methods: Fifteen GAC serum samples (stage I-IV) and fifteen controls, from which the extracted peptides were pooled of random mode into 5 biological replicates (n = 3) per group and submitted to liquid chromatography coupled to spectrometry mass in tandem (nanoLC-ESI-MS / MS), followed by peptidome-based protease prediction. From the principalcomponents analysis (PCA) based on ions intensity resulting, it was possible to show the correlations between samples pools of each group and the difference between them. Results: A total of 191 peptides were identified corresponding to the cleavage products of 36 proteins involved mainly in the degranulation of platelets and neutrophils, regulation of exocytosis, proteolytic activity and immune response. Further, 29 Serine-, 19 Metallo-, 8 Cysteine-, and 3 Aspartyl-protease was predicted, in which Prothrombin, Plasminogen, MMP14, MMP7, and MMP3 were associated with the highest number of cleavages. From the relative quantification of peptides (label-free quantification), 33 peptides presented significant differences (fold change ≥ 1.5; p-value < 0.05), being 19 increased and 14 reduced in GAC samples. The peptide sequences increased in GAC belong to the Poly-Ig receptor, Cystatin S and Complement C3 proteins, whereas sequences decreased are derived from Prothrombin, Apolipoprotein A-I, Coagulation factor XIII A chain, Inter-alpha-trypsin inhibitor heavy chain H4, Alpha-2-HS-glycoprotein, and Transthyretin. In addition, fibrinogens A and B yielded the majority of the peptides, with significant differences in both groups varying by size, of which the longer sequences were reduced in GAC samples, while the smaller ones increased. Using these peptides, 9 proteases had increased predicted activity in GAC samples. Additionally, increasing the phosphopeptide 20ADpSGEGDFLAEGGGVR35 (Fibrinopeptide A) was verified in GAC samples, while their non-phosphorylated counterpart was decreased. Conclusion: The comparison between peptidomes showed the presence of peptides that could be used as potential indicators of tumorigenesis. Increases in proteolytic activity and phosphorylation of fibrinopeptide A may be tumoral biomarkers in serum samples.
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spelling Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástricoInvestigation of biomarkers from the serum peptidome and proteases mapping of gastric cancer patientsGastric CancerSerum PeptidomeProteasesPhosphorylationCâncer GástricoPeptidoma SéricoProteasesFosforilaçãoIntroduction: Gastric cancer (GC) is the fifth most diagnosed malignant neoplasms and the third leading cause of death associated with cancer worldwide. In Brazil, 21.000 new cases were estimated for the biennium 2018-2019. GC is frequently diagnosed at an advanced stage, causing a reduction in therapeutic efficacy rate, and therefore the identification of biomarkers that allows an early diagnosis may result in a better survival. The aims of this study were to perform a comparative analysis of the endogenous peptides (peptidome) of patients diagnosed with gastric adenocarcinoma (GAC) and non-tumor (control) subject, and then mapping the proteases involved in the production of these peptides. Methods: Fifteen GAC serum samples (stage I-IV) and fifteen controls, from which the extracted peptides were pooled of random mode into 5 biological replicates (n = 3) per group and submitted to liquid chromatography coupled to spectrometry mass in tandem (nanoLC-ESI-MS / MS), followed by peptidome-based protease prediction. From the principalcomponents analysis (PCA) based on ions intensity resulting, it was possible to show the correlations between samples pools of each group and the difference between them. Results: A total of 191 peptides were identified corresponding to the cleavage products of 36 proteins involved mainly in the degranulation of platelets and neutrophils, regulation of exocytosis, proteolytic activity and immune response. Further, 29 Serine-, 19 Metallo-, 8 Cysteine-, and 3 Aspartyl-protease was predicted, in which Prothrombin, Plasminogen, MMP14, MMP7, and MMP3 were associated with the highest number of cleavages. From the relative quantification of peptides (label-free quantification), 33 peptides presented significant differences (fold change ≥ 1.5; p-value < 0.05), being 19 increased and 14 reduced in GAC samples. The peptide sequences increased in GAC belong to the Poly-Ig receptor, Cystatin S and Complement C3 proteins, whereas sequences decreased are derived from Prothrombin, Apolipoprotein A-I, Coagulation factor XIII A chain, Inter-alpha-trypsin inhibitor heavy chain H4, Alpha-2-HS-glycoprotein, and Transthyretin. In addition, fibrinogens A and B yielded the majority of the peptides, with significant differences in both groups varying by size, of which the longer sequences were reduced in GAC samples, while the smaller ones increased. Using these peptides, 9 proteases had increased predicted activity in GAC samples. Additionally, increasing the phosphopeptide 20ADpSGEGDFLAEGGGVR35 (Fibrinopeptide A) was verified in GAC samples, while their non-phosphorylated counterpart was decreased. Conclusion: The comparison between peptidomes showed the presence of peptides that could be used as potential indicators of tumorigenesis. Increases in proteolytic activity and phosphorylation of fibrinopeptide A may be tumoral biomarkers in serum samples.Introdução: O câncer gástrico (CG) é a quinta neoplasia maligna mais diagnosticada e a terceira principal causa de morte associada a câncer, mundialmente. No Brasil, foi estimado 21.000 novos casos para o biênio 2018-2019. O CG é frequentemente diagnosticado em estádio avançado ocasionando redução nos índices de eficácia terapêutica e, portanto, a identificação de biomarcadores que possibilitem um diagnóstico pode resultar em uma melhor sobrevida. O objetivo deste estudo foi realizar uma análise comparativa dos peptídeos endógenos (peptidoma) séricos de pacientes diagnósticados com adenocarcinoma gástrico (ACG) e indivíduos sem tumor (controle), tal qual realizar o mapeamento das proteases envolvidas na produção destes peptídeos. Método: Foram utilizadas 15 amostras séricas tumorais (estádio I-IV) e 15 de controles, dos quais os peptídeos extraídos foram, posteriormente, agrupados randomicamente em 5 replicatas biológicas (n = 3) por grupo e submetidas à análise de nano cromatografia acoplada à espectrometria de massas em sequência (nanoLC-ESI-MS/MS), seguido pela predição das proteases baseada no peptidoma. A partir da análise de componente especial (PCA) baseado na intensidade dos íons resultantes, foi possível evidenciar a correlação entre os pools das amostras de cada grupo e diferenciação entre os mesmos. Resultados: Um total de 191 peptídeos foram identificados correspondendo aos produtos de clivagem de 36 proteínas envolvidas principalmente na degranulação de plaquetas e neutrófilos, regulação de exocitose, atividade proteolítica e resposta imune. Foram preditas 29 serino-, 19 metalo-, 8 cisteíno- e 3 aspartil-protease, em que a protombina plasminogênio, MMP14, MMP7 e MMP3 foram associadas ao maior número de clivagens. A partir da quantificação relativa dos peptídeos (método label-free quantification), 33 peptídeos apresentaram diferenças significativas (fold change ≥ 1,5; p-value < 0,05), sendo 19 aumentados e 14 reduzidos em amostras de ACG. As sequências identificadas com aumento relativo em ACG pertencem ao receptor Poli-Ig, Cistatina S e Complemento C3, enquanto as reduzidas são oriundas da Protrombina, Apolipoproteina-AI, Fator de coagulação XIII, Inibidor de cadeia pesada da alfa tripsina, Alfa-2-HS-glicoproteína e Transtirretina. Além destas, os Fibrinogênios A e B originaram a maioria dos peptídeos, tendo diferenças significativas em ambos os grupos variando de acordo com o tamanho. As sequências de maior comprimento foram reduzidas em amostras de ACG e as menores aumentadas. Usando esses peptídeos, 9 proteases tiveram atividades preditas aumentadas em ACG. Adicionalmente, foi verificado o aumento do fosfopeptídeo 20ADpSGEGDFLAEGGGVR35 (Fibrinopeptídeo A) nas amostras de ACG, enquanto a forma não fosforilada foi mensurada de forma reduzida. Conclusões: A comparação entre os peptidomas permitiu constatar a presença de peptídeos que podem ser usados como possíveis indicadores de tumorigênese. Aumentos da atividade proteolítica e fosforilação do fibrinopeptídeo A podem ser marcadores séricos tumorais.Dados abertos - Sucupira - Teses e dissertações (2019)Universidade Federal de São Paulo (UNIFESP)Forones, Nora Manoukian [UNIFESP]http://lattes.cnpq.br/7314943504526739http://lattes.cnpq.br/1700591991509523Universidade Federal de São Paulo (UNIFESP)Oliveira, Talita Mendes De [UNIFESP]2021-01-19T16:36:13Z2021-01-19T16:36:13Z2019-11-28info:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/publishedVersion61f.application/pdfhttps://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=7892094OLIVEIRA, Talita Mendes de. Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico. 2019. 61f. Tese (Doutorado em Medicina Translacional) – Escola Paulista de Medicina, Universidade Federal de São Paulo. São Paulo, 2019.Talita Mendes de Oliveira-A.pdfhttps://repositorio.unifesp.br/handle/11600/59807porSão Pauloinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESP2024-08-16T10:53:14Zoai:repositorio.unifesp.br/:11600/59807Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestbiblioteca.csp@unifesp.bropendoar:34652024-08-16T10:53:14Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false
dc.title.none.fl_str_mv Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico
Investigation of biomarkers from the serum peptidome and proteases mapping of gastric cancer patients
title Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico
spellingShingle Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico
Oliveira, Talita Mendes De [UNIFESP]
Gastric Cancer
Serum Peptidome
Proteases
Phosphorylation
Câncer Gástrico
Peptidoma Sérico
Proteases
Fosforilação
title_short Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico
title_full Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico
title_fullStr Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico
title_full_unstemmed Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico
title_sort Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico
author Oliveira, Talita Mendes De [UNIFESP]
author_facet Oliveira, Talita Mendes De [UNIFESP]
author_role author
dc.contributor.none.fl_str_mv Forones, Nora Manoukian [UNIFESP]
http://lattes.cnpq.br/7314943504526739
http://lattes.cnpq.br/1700591991509523
Universidade Federal de São Paulo (UNIFESP)
dc.contributor.author.fl_str_mv Oliveira, Talita Mendes De [UNIFESP]
dc.subject.por.fl_str_mv Gastric Cancer
Serum Peptidome
Proteases
Phosphorylation
Câncer Gástrico
Peptidoma Sérico
Proteases
Fosforilação
topic Gastric Cancer
Serum Peptidome
Proteases
Phosphorylation
Câncer Gástrico
Peptidoma Sérico
Proteases
Fosforilação
description Introduction: Gastric cancer (GC) is the fifth most diagnosed malignant neoplasms and the third leading cause of death associated with cancer worldwide. In Brazil, 21.000 new cases were estimated for the biennium 2018-2019. GC is frequently diagnosed at an advanced stage, causing a reduction in therapeutic efficacy rate, and therefore the identification of biomarkers that allows an early diagnosis may result in a better survival. The aims of this study were to perform a comparative analysis of the endogenous peptides (peptidome) of patients diagnosed with gastric adenocarcinoma (GAC) and non-tumor (control) subject, and then mapping the proteases involved in the production of these peptides. Methods: Fifteen GAC serum samples (stage I-IV) and fifteen controls, from which the extracted peptides were pooled of random mode into 5 biological replicates (n = 3) per group and submitted to liquid chromatography coupled to spectrometry mass in tandem (nanoLC-ESI-MS / MS), followed by peptidome-based protease prediction. From the principalcomponents analysis (PCA) based on ions intensity resulting, it was possible to show the correlations between samples pools of each group and the difference between them. Results: A total of 191 peptides were identified corresponding to the cleavage products of 36 proteins involved mainly in the degranulation of platelets and neutrophils, regulation of exocytosis, proteolytic activity and immune response. Further, 29 Serine-, 19 Metallo-, 8 Cysteine-, and 3 Aspartyl-protease was predicted, in which Prothrombin, Plasminogen, MMP14, MMP7, and MMP3 were associated with the highest number of cleavages. From the relative quantification of peptides (label-free quantification), 33 peptides presented significant differences (fold change ≥ 1.5; p-value < 0.05), being 19 increased and 14 reduced in GAC samples. The peptide sequences increased in GAC belong to the Poly-Ig receptor, Cystatin S and Complement C3 proteins, whereas sequences decreased are derived from Prothrombin, Apolipoprotein A-I, Coagulation factor XIII A chain, Inter-alpha-trypsin inhibitor heavy chain H4, Alpha-2-HS-glycoprotein, and Transthyretin. In addition, fibrinogens A and B yielded the majority of the peptides, with significant differences in both groups varying by size, of which the longer sequences were reduced in GAC samples, while the smaller ones increased. Using these peptides, 9 proteases had increased predicted activity in GAC samples. Additionally, increasing the phosphopeptide 20ADpSGEGDFLAEGGGVR35 (Fibrinopeptide A) was verified in GAC samples, while their non-phosphorylated counterpart was decreased. Conclusion: The comparison between peptidomes showed the presence of peptides that could be used as potential indicators of tumorigenesis. Increases in proteolytic activity and phosphorylation of fibrinopeptide A may be tumoral biomarkers in serum samples.
publishDate 2019
dc.date.none.fl_str_mv 2019-11-28
2021-01-19T16:36:13Z
2021-01-19T16:36:13Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=7892094
OLIVEIRA, Talita Mendes de. Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico. 2019. 61f. Tese (Doutorado em Medicina Translacional) – Escola Paulista de Medicina, Universidade Federal de São Paulo. São Paulo, 2019.
Talita Mendes de Oliveira-A.pdf
https://repositorio.unifesp.br/handle/11600/59807
url https://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=7892094
https://repositorio.unifesp.br/handle/11600/59807
identifier_str_mv OLIVEIRA, Talita Mendes de. Investigação de biomarcadores a partir do peptidoma sérico e mapeamento de proteases de pacientes com câncer gástrico. 2019. 61f. Tese (Doutorado em Medicina Translacional) – Escola Paulista de Medicina, Universidade Federal de São Paulo. São Paulo, 2019.
Talita Mendes de Oliveira-A.pdf
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 61f.
application/pdf
dc.coverage.none.fl_str_mv São Paulo
dc.publisher.none.fl_str_mv Universidade Federal de São Paulo (UNIFESP)
publisher.none.fl_str_mv Universidade Federal de São Paulo (UNIFESP)
dc.source.none.fl_str_mv reponame:Repositório Institucional da UNIFESP
instname:Universidade Federal de São Paulo (UNIFESP)
instacron:UNIFESP
instname_str Universidade Federal de São Paulo (UNIFESP)
instacron_str UNIFESP
institution UNIFESP
reponame_str Repositório Institucional da UNIFESP
collection Repositório Institucional da UNIFESP
repository.name.fl_str_mv Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)
repository.mail.fl_str_mv biblioteca.csp@unifesp.br
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