Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries

Detalhes bibliográficos
Autor(a) principal: Silveira, Nelson J. F.
Data de Publicação: 2008
Outros Autores: Varuzza, Leonardo, Machado-Lima, Ariane, Lauretto, Marcelo S., Pinheiro, Daniel G., Rodrigues, Rodrigo V., Severino, Patricia, Nobrega, Francisco G. [UNESP], Silva, Wilson A., Pereira, Carlos A. de B., Tajara, Eloiza H.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1186/1755-8794-1-56
http://hdl.handle.net/11449/22700
Resumo: Background: Head and neck squamous cell carcinoma (HNSCC) is one of the most common malignancies in humans. The average 5-year survival rate is one of the lowest among aggressive cancers, showing no significant improvement in recent years. When detected early, HNSCC has a good prognosis, but most patients present metastatic disease at the time of diagnosis, which significantly reduces survival rate. Despite extensive research, no molecular markers are currently available for diagnostic or prognostic purposes.Methods: Aiming to identify differentially-expressed genes involved in laryngeal squamous cell carcinoma (LSCC) development and progression, we generated individual Serial Analysis of Gene Expression (SAGE) libraries from a metastatic and non-metastatic larynx carcinoma, as well as from a normal larynx mucosa sample. Approximately 54,000 unique tags were sequenced in three libraries.Results: Statistical data analysis identified a subset of 1,216 differentially expressed tags between tumor and normal libraries, and 894 differentially expressed tags between metastatic and non-metastatic carcinomas. Three genes displaying differential regulation, one down-regulated (KRT31) and two up-regulated (BST2, MFAP2), as well as one with a non-significant differential expression pattern (GNA15) in our SAGE data were selected for real-time polymerase chain reaction (PCR) in a set of HNSCC samples. Consistent with our statistical analysis, quantitative PCR confirmed the upregulation of BST2 and MFAP2 and the downregulation of KRT31 when samples of HNSCC were compared to tumor-free surgical margins. As expected, GNA15 presented a non-significant differential expression pattern when tumor samples were compared to normal tissues.Conclusion: To the best of our knowledge, this is the first study reporting SAGE data in head and neck squamous cell tumors. Statistical analysis was effective in identifying differentially expressed genes reportedly involved in cancer development. The differential expression of a subset of genes was confirmed in additional larynx carcinoma samples and in carcinomas from a distinct head and neck subsite. This result suggests the existence of potential common biomarkers for prognosis and targeted-therapy development in this heterogeneous type of tumor.
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spelling Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE librariesBackground: Head and neck squamous cell carcinoma (HNSCC) is one of the most common malignancies in humans. The average 5-year survival rate is one of the lowest among aggressive cancers, showing no significant improvement in recent years. When detected early, HNSCC has a good prognosis, but most patients present metastatic disease at the time of diagnosis, which significantly reduces survival rate. Despite extensive research, no molecular markers are currently available for diagnostic or prognostic purposes.Methods: Aiming to identify differentially-expressed genes involved in laryngeal squamous cell carcinoma (LSCC) development and progression, we generated individual Serial Analysis of Gene Expression (SAGE) libraries from a metastatic and non-metastatic larynx carcinoma, as well as from a normal larynx mucosa sample. Approximately 54,000 unique tags were sequenced in three libraries.Results: Statistical data analysis identified a subset of 1,216 differentially expressed tags between tumor and normal libraries, and 894 differentially expressed tags between metastatic and non-metastatic carcinomas. Three genes displaying differential regulation, one down-regulated (KRT31) and two up-regulated (BST2, MFAP2), as well as one with a non-significant differential expression pattern (GNA15) in our SAGE data were selected for real-time polymerase chain reaction (PCR) in a set of HNSCC samples. Consistent with our statistical analysis, quantitative PCR confirmed the upregulation of BST2 and MFAP2 and the downregulation of KRT31 when samples of HNSCC were compared to tumor-free surgical margins. As expected, GNA15 presented a non-significant differential expression pattern when tumor samples were compared to normal tissues.Conclusion: To the best of our knowledge, this is the first study reporting SAGE data in head and neck squamous cell tumors. Statistical analysis was effective in identifying differentially expressed genes reportedly involved in cancer development. The differential expression of a subset of genes was confirmed in additional larynx carcinoma samples and in carcinomas from a distinct head and neck subsite. This result suggests the existence of potential common biomarkers for prognosis and targeted-therapy development in this heterogeneous type of tumor.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Ludwig Institute for Cancer ResearchConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Univ São Paulo, Inst Matemat & Estatist, BR-09500900 São Paulo, BrazilUNIVAP, Inst Pesquisa & Desenvolvimento, Sao Jose Dos Campos, SP, BrazilUniv São Paulo, BIOINFO USP Nucleo Pesquisas Bioinformat, BR-09500900 São Paulo, BrazilUniv São Paulo, Fac Med Ribeirao Preto, Ctr Reg Hemoterapia, Ctr Terapia Celular,Dept Genet, BR-09500900 São Paulo, BrazilFAMERP, Fac Med Sao Jose Rio Preto, Dept Biol Mol, Sao Jose do Rio Preto, SP, BrazilUniv São Paulo, Inst Biociencias, Dept Genet & Biol Evolut, BR-09500900 São Paulo, BrazilInst Ensino & Pesquisa Albert Einstein, São Paulo, BrazilUNESP, Fac Odontol, Dept Biociencias & Diagnost Bucal, Sao Jose Dos Campos, BrazilUNESP, Fac Odontol, Dept Biociencias & Diagnost Bucal, Sao Jose Dos Campos, BrazilFAPESP: 05/51467-0FAPESP: 04/12054-9FAPESP: 07/50894-7Biomed Central Ltd.Universidade de São Paulo (USP)UNIVAPFaculdade de Medicina de São José do Rio Preto (FAMERP)Inst Ensino & Pesquisa Albert EinsteinUniversidade Estadual Paulista (Unesp)Silveira, Nelson J. F.Varuzza, LeonardoMachado-Lima, ArianeLauretto, Marcelo S.Pinheiro, Daniel G.Rodrigues, Rodrigo V.Severino, PatriciaNobrega, Francisco G. [UNESP]Silva, Wilson A.Pereira, Carlos A. de B.Tajara, Eloiza H.2014-05-20T14:04:42Z2014-05-20T14:04:42Z2008-11-11info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article17application/pdfhttp://dx.doi.org/10.1186/1755-8794-1-56Bmc Medical Genomics. London: Biomed Central Ltd., v. 1, p. 17, 2008.1755-8794http://hdl.handle.net/11449/2270010.1186/1755-8794-1-56WOS:000272707200002WOS000272707200002.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengBmc Medical Genomics3.3171,688info:eu-repo/semantics/openAccess2023-11-29T06:15:56Zoai:repositorio.unesp.br:11449/22700Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T19:04:42.390341Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
title Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
spellingShingle Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
Silveira, Nelson J. F.
title_short Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
title_full Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
title_fullStr Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
title_full_unstemmed Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
title_sort Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
author Silveira, Nelson J. F.
author_facet Silveira, Nelson J. F.
Varuzza, Leonardo
Machado-Lima, Ariane
Lauretto, Marcelo S.
Pinheiro, Daniel G.
Rodrigues, Rodrigo V.
Severino, Patricia
Nobrega, Francisco G. [UNESP]
Silva, Wilson A.
Pereira, Carlos A. de B.
Tajara, Eloiza H.
author_role author
author2 Varuzza, Leonardo
Machado-Lima, Ariane
Lauretto, Marcelo S.
Pinheiro, Daniel G.
Rodrigues, Rodrigo V.
Severino, Patricia
Nobrega, Francisco G. [UNESP]
Silva, Wilson A.
Pereira, Carlos A. de B.
Tajara, Eloiza H.
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
UNIVAP
Faculdade de Medicina de São José do Rio Preto (FAMERP)
Inst Ensino & Pesquisa Albert Einstein
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Silveira, Nelson J. F.
Varuzza, Leonardo
Machado-Lima, Ariane
Lauretto, Marcelo S.
Pinheiro, Daniel G.
Rodrigues, Rodrigo V.
Severino, Patricia
Nobrega, Francisco G. [UNESP]
Silva, Wilson A.
Pereira, Carlos A. de B.
Tajara, Eloiza H.
description Background: Head and neck squamous cell carcinoma (HNSCC) is one of the most common malignancies in humans. The average 5-year survival rate is one of the lowest among aggressive cancers, showing no significant improvement in recent years. When detected early, HNSCC has a good prognosis, but most patients present metastatic disease at the time of diagnosis, which significantly reduces survival rate. Despite extensive research, no molecular markers are currently available for diagnostic or prognostic purposes.Methods: Aiming to identify differentially-expressed genes involved in laryngeal squamous cell carcinoma (LSCC) development and progression, we generated individual Serial Analysis of Gene Expression (SAGE) libraries from a metastatic and non-metastatic larynx carcinoma, as well as from a normal larynx mucosa sample. Approximately 54,000 unique tags were sequenced in three libraries.Results: Statistical data analysis identified a subset of 1,216 differentially expressed tags between tumor and normal libraries, and 894 differentially expressed tags between metastatic and non-metastatic carcinomas. Three genes displaying differential regulation, one down-regulated (KRT31) and two up-regulated (BST2, MFAP2), as well as one with a non-significant differential expression pattern (GNA15) in our SAGE data were selected for real-time polymerase chain reaction (PCR) in a set of HNSCC samples. Consistent with our statistical analysis, quantitative PCR confirmed the upregulation of BST2 and MFAP2 and the downregulation of KRT31 when samples of HNSCC were compared to tumor-free surgical margins. As expected, GNA15 presented a non-significant differential expression pattern when tumor samples were compared to normal tissues.Conclusion: To the best of our knowledge, this is the first study reporting SAGE data in head and neck squamous cell tumors. Statistical analysis was effective in identifying differentially expressed genes reportedly involved in cancer development. The differential expression of a subset of genes was confirmed in additional larynx carcinoma samples and in carcinomas from a distinct head and neck subsite. This result suggests the existence of potential common biomarkers for prognosis and targeted-therapy development in this heterogeneous type of tumor.
publishDate 2008
dc.date.none.fl_str_mv 2008-11-11
2014-05-20T14:04:42Z
2014-05-20T14:04:42Z
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/10.1186/1755-8794-1-56
Bmc Medical Genomics. London: Biomed Central Ltd., v. 1, p. 17, 2008.
1755-8794
http://hdl.handle.net/11449/22700
10.1186/1755-8794-1-56
WOS:000272707200002
WOS000272707200002.pdf
url http://dx.doi.org/10.1186/1755-8794-1-56
http://hdl.handle.net/11449/22700
identifier_str_mv Bmc Medical Genomics. London: Biomed Central Ltd., v. 1, p. 17, 2008.
1755-8794
10.1186/1755-8794-1-56
WOS:000272707200002
WOS000272707200002.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Bmc Medical Genomics
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application/pdf
dc.publisher.none.fl_str_mv Biomed Central Ltd.
publisher.none.fl_str_mv Biomed Central Ltd.
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
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