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

<p>Abstract</p> <p>Background</p> <p>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...

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Main Authors: Nobrega Francisco G, Severino Patrícia, Rodrigues Rodrigo V, Pinheiro Daniel G, Lauretto Marcelo S, Machado-Lima Ariane, Varuzza Leonardo, Silveira Nelson JF, Silva Wilson A, de B Pereira Carlos A, Tajara Eloiza H
Format: Article
Language:English
Published: BMC 2008-11-01
Series:BMC Medical Genomics
Online Access:http://www.biomedcentral.com/1755-8794/1/56
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spelling doaj-ba7135f6c7304fef9d6e99d3d515c4682021-04-02T07:51:03ZengBMCBMC Medical Genomics1755-87942008-11-01115610.1186/1755-8794-1-56Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE librariesNobrega Francisco GSeverino PatríciaRodrigues Rodrigo VPinheiro Daniel GLauretto Marcelo SMachado-Lima ArianeVaruzza LeonardoSilveira Nelson JFSilva Wilson Ade B Pereira Carlos ATajara Eloiza H<p>Abstract</p> <p>Background</p> <p>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.</p> <p>Methods</p> <p>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.</p> <p>Results</p> <p>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 (<it>KRT31</it>) and two up-regulated (<it>BST2</it>, <it>MFAP2</it>), as well as one with a non-significant differential expression pattern (<it>GNA15</it>) 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 <it>BST2 </it>and <it>MFAP2 </it>and the downregulation of <it>KRT31 </it>when samples of HNSCC were compared to tumor-free surgical margins. As expected, <it>GNA15 </it>presented a non-significant differential expression pattern when tumor samples were compared to normal tissues.</p> <p>Conclusion</p> <p>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.</p> http://www.biomedcentral.com/1755-8794/1/56
collection DOAJ
language English
format Article
sources DOAJ
author Nobrega Francisco G
Severino Patrícia
Rodrigues Rodrigo V
Pinheiro Daniel G
Lauretto Marcelo S
Machado-Lima Ariane
Varuzza Leonardo
Silveira Nelson JF
Silva Wilson A
de B Pereira Carlos A
Tajara Eloiza H
spellingShingle Nobrega Francisco G
Severino Patrícia
Rodrigues Rodrigo V
Pinheiro Daniel G
Lauretto Marcelo S
Machado-Lima Ariane
Varuzza Leonardo
Silveira Nelson JF
Silva Wilson A
de B Pereira Carlos A
Tajara Eloiza H
Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
BMC Medical Genomics
author_facet Nobrega Francisco G
Severino Patrícia
Rodrigues Rodrigo V
Pinheiro Daniel G
Lauretto Marcelo S
Machado-Lima Ariane
Varuzza Leonardo
Silveira Nelson JF
Silva Wilson A
de B Pereira Carlos A
Tajara Eloiza H
author_sort Nobrega Francisco G
title Searching for molecular markers in head and neck squamous cell carcinomas (HNSCC) by statistical and bioinformatic analysis of larynx-derived SAGE libraries
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
publisher BMC
series BMC Medical Genomics
issn 1755-8794
publishDate 2008-11-01
description <p>Abstract</p> <p>Background</p> <p>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.</p> <p>Methods</p> <p>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.</p> <p>Results</p> <p>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 (<it>KRT31</it>) and two up-regulated (<it>BST2</it>, <it>MFAP2</it>), as well as one with a non-significant differential expression pattern (<it>GNA15</it>) 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 <it>BST2 </it>and <it>MFAP2 </it>and the downregulation of <it>KRT31 </it>when samples of HNSCC were compared to tumor-free surgical margins. As expected, <it>GNA15 </it>presented a non-significant differential expression pattern when tumor samples were compared to normal tissues.</p> <p>Conclusion</p> <p>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.</p>
url http://www.biomedcentral.com/1755-8794/1/56
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