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Integrated molecular portrait of non-small cell lung cancers

BACKGROUND: Non-small cell lung cancer (NSCLC), a leading cause of cancer deaths, represents a heterogeneous group of neoplasms, mostly comprising squamous cell carcinoma (SCC), adenocarcinoma (AC) and large-cell carcinoma (LCC). The objectives of this study were to utilize integrated genomic data i...

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Autores principales: Lazar, Vladimir, Suo, Chen, Orear, Cedric, van den Oord, Joost, Balogh, Zsofia, Guegan, Justine, Job, Bastien, Meurice, Guillaume, Ripoche, Hugues, Calza, Stefano, Hasmats, Johanna, Lundeberg, Joakim, Lacroix, Ludovic, Vielh, Philippe, Dufour, Fabienne, Lehtiö, Janne, Napieralski, Rudolf, Eggermont, Alexander, Schmitt, Manfred, Cadranel, Jacques, Besse, Benjamin, Girard, Philippe, Blackhall, Fiona, Validire, Pierre, Soria, Jean-Charles, Dessen, Philippe, Hansson, Johan, Pawitan, Yudi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4222074/
https://www.ncbi.nlm.nih.gov/pubmed/24299561
http://dx.doi.org/10.1186/1755-8794-6-53
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author Lazar, Vladimir
Suo, Chen
Orear, Cedric
van den Oord, Joost
Balogh, Zsofia
Guegan, Justine
Job, Bastien
Meurice, Guillaume
Ripoche, Hugues
Calza, Stefano
Hasmats, Johanna
Lundeberg, Joakim
Lacroix, Ludovic
Vielh, Philippe
Dufour, Fabienne
Lehtiö, Janne
Napieralski, Rudolf
Eggermont, Alexander
Schmitt, Manfred
Cadranel, Jacques
Besse, Benjamin
Girard, Philippe
Blackhall, Fiona
Validire, Pierre
Soria, Jean-Charles
Dessen, Philippe
Hansson, Johan
Pawitan, Yudi
author_facet Lazar, Vladimir
Suo, Chen
Orear, Cedric
van den Oord, Joost
Balogh, Zsofia
Guegan, Justine
Job, Bastien
Meurice, Guillaume
Ripoche, Hugues
Calza, Stefano
Hasmats, Johanna
Lundeberg, Joakim
Lacroix, Ludovic
Vielh, Philippe
Dufour, Fabienne
Lehtiö, Janne
Napieralski, Rudolf
Eggermont, Alexander
Schmitt, Manfred
Cadranel, Jacques
Besse, Benjamin
Girard, Philippe
Blackhall, Fiona
Validire, Pierre
Soria, Jean-Charles
Dessen, Philippe
Hansson, Johan
Pawitan, Yudi
author_sort Lazar, Vladimir
collection PubMed
description BACKGROUND: Non-small cell lung cancer (NSCLC), a leading cause of cancer deaths, represents a heterogeneous group of neoplasms, mostly comprising squamous cell carcinoma (SCC), adenocarcinoma (AC) and large-cell carcinoma (LCC). The objectives of this study were to utilize integrated genomic data including copy-number alteration, mRNA, microRNA expression and candidate-gene full sequencing data to characterize the molecular distinctions between AC and SCC. METHODS: Comparative genomic hybridization followed by mutational analysis, gene expression and miRNA microarray profiling were performed on 123 paired tumor and non-tumor tissue samples from patients with NSCLC. RESULTS: At DNA, mRNA and miRNA levels we could identify molecular markers that discriminated significantly between the various histopathological entities of NSCLC. We identified 34 genomic clusters using aCGH data; several genes exhibited a different profile of aberrations between AC and SCC, including PIK3CA, SOX2, THPO, TP63, PDGFB genes. Gene expression profiling analysis identified SPP1, CTHRC1and GREM1 as potential biomarkers for early diagnosis of the cancer, and SPINK1 and BMP7 to distinguish between AC and SCC in small biopsies or in blood samples. Using integrated genomics approach we found in recurrently altered regions a list of three potential driver genes, MRPS22, NDRG1 and RNF7, which were consistently over-expressed in amplified regions, had wide-spread correlation with an average of ~800 genes throughout the genome and highly associated with histological types. Using a network enrichment analysis, the targets of these potential drivers were seen to be involved in DNA replication, cell cycle, mismatch repair, p53 signalling pathway and other lung cancer related signalling pathways, and many immunological pathways. Furthermore, we also identified one potential driver miRNA hsa-miR-944. CONCLUSIONS: Integrated molecular characterization of AC and SCC helped identify clinically relevant markers and potential drivers, which are recurrent and stable changes at DNA level that have functional implications at RNA level and have strong association with histological subtypes.
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spelling pubmed-42220742014-11-07 Integrated molecular portrait of non-small cell lung cancers Lazar, Vladimir Suo, Chen Orear, Cedric van den Oord, Joost Balogh, Zsofia Guegan, Justine Job, Bastien Meurice, Guillaume Ripoche, Hugues Calza, Stefano Hasmats, Johanna Lundeberg, Joakim Lacroix, Ludovic Vielh, Philippe Dufour, Fabienne Lehtiö, Janne Napieralski, Rudolf Eggermont, Alexander Schmitt, Manfred Cadranel, Jacques Besse, Benjamin Girard, Philippe Blackhall, Fiona Validire, Pierre Soria, Jean-Charles Dessen, Philippe Hansson, Johan Pawitan, Yudi BMC Med Genomics Research Article BACKGROUND: Non-small cell lung cancer (NSCLC), a leading cause of cancer deaths, represents a heterogeneous group of neoplasms, mostly comprising squamous cell carcinoma (SCC), adenocarcinoma (AC) and large-cell carcinoma (LCC). The objectives of this study were to utilize integrated genomic data including copy-number alteration, mRNA, microRNA expression and candidate-gene full sequencing data to characterize the molecular distinctions between AC and SCC. METHODS: Comparative genomic hybridization followed by mutational analysis, gene expression and miRNA microarray profiling were performed on 123 paired tumor and non-tumor tissue samples from patients with NSCLC. RESULTS: At DNA, mRNA and miRNA levels we could identify molecular markers that discriminated significantly between the various histopathological entities of NSCLC. We identified 34 genomic clusters using aCGH data; several genes exhibited a different profile of aberrations between AC and SCC, including PIK3CA, SOX2, THPO, TP63, PDGFB genes. Gene expression profiling analysis identified SPP1, CTHRC1and GREM1 as potential biomarkers for early diagnosis of the cancer, and SPINK1 and BMP7 to distinguish between AC and SCC in small biopsies or in blood samples. Using integrated genomics approach we found in recurrently altered regions a list of three potential driver genes, MRPS22, NDRG1 and RNF7, which were consistently over-expressed in amplified regions, had wide-spread correlation with an average of ~800 genes throughout the genome and highly associated with histological types. Using a network enrichment analysis, the targets of these potential drivers were seen to be involved in DNA replication, cell cycle, mismatch repair, p53 signalling pathway and other lung cancer related signalling pathways, and many immunological pathways. Furthermore, we also identified one potential driver miRNA hsa-miR-944. CONCLUSIONS: Integrated molecular characterization of AC and SCC helped identify clinically relevant markers and potential drivers, which are recurrent and stable changes at DNA level that have functional implications at RNA level and have strong association with histological subtypes. BioMed Central 2013-12-03 /pmc/articles/PMC4222074/ /pubmed/24299561 http://dx.doi.org/10.1186/1755-8794-6-53 Text en Copyright © 2013 Lazar et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Lazar, Vladimir
Suo, Chen
Orear, Cedric
van den Oord, Joost
Balogh, Zsofia
Guegan, Justine
Job, Bastien
Meurice, Guillaume
Ripoche, Hugues
Calza, Stefano
Hasmats, Johanna
Lundeberg, Joakim
Lacroix, Ludovic
Vielh, Philippe
Dufour, Fabienne
Lehtiö, Janne
Napieralski, Rudolf
Eggermont, Alexander
Schmitt, Manfred
Cadranel, Jacques
Besse, Benjamin
Girard, Philippe
Blackhall, Fiona
Validire, Pierre
Soria, Jean-Charles
Dessen, Philippe
Hansson, Johan
Pawitan, Yudi
Integrated molecular portrait of non-small cell lung cancers
title Integrated molecular portrait of non-small cell lung cancers
title_full Integrated molecular portrait of non-small cell lung cancers
title_fullStr Integrated molecular portrait of non-small cell lung cancers
title_full_unstemmed Integrated molecular portrait of non-small cell lung cancers
title_short Integrated molecular portrait of non-small cell lung cancers
title_sort integrated molecular portrait of non-small cell lung cancers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4222074/
https://www.ncbi.nlm.nih.gov/pubmed/24299561
http://dx.doi.org/10.1186/1755-8794-6-53
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