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Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation
BACKGROUND: Lung adenocarcinoma (LAD) has extreme genetic variation among patients, which is currently not well understood, limiting progress in therapy development and research. LAD intrinsic molecular subtypes are a validated stratification of naturally-occurring gene expression patterns and encom...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3349715/ https://www.ncbi.nlm.nih.gov/pubmed/22590557 http://dx.doi.org/10.1371/journal.pone.0036530 |
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author | Wilkerson, Matthew D. Yin, Xiaoying Walter, Vonn Zhao, Ni Cabanski, Christopher R. Hayward, Michele C. Miller, C. Ryan Socinski, Mark A. Parsons, Alden M. Thorne, Leigh B. Haithcock, Benjamin E. Veeramachaneni, Nirmal K. Funkhouser, William K. Randell, Scott H. Bernard, Philip S. Perou, Charles M. Hayes, D. Neil |
author_facet | Wilkerson, Matthew D. Yin, Xiaoying Walter, Vonn Zhao, Ni Cabanski, Christopher R. Hayward, Michele C. Miller, C. Ryan Socinski, Mark A. Parsons, Alden M. Thorne, Leigh B. Haithcock, Benjamin E. Veeramachaneni, Nirmal K. Funkhouser, William K. Randell, Scott H. Bernard, Philip S. Perou, Charles M. Hayes, D. Neil |
author_sort | Wilkerson, Matthew D. |
collection | PubMed |
description | BACKGROUND: Lung adenocarcinoma (LAD) has extreme genetic variation among patients, which is currently not well understood, limiting progress in therapy development and research. LAD intrinsic molecular subtypes are a validated stratification of naturally-occurring gene expression patterns and encompass different functional pathways and patient outcomes. Patients may have incurred different mutations and alterations that led to the different subtypes. We hypothesized that the LAD molecular subtypes co-occur with distinct mutations and alterations in patient tumors. METHODOLOGY/PRINCIPAL FINDINGS: The LAD molecular subtypes (Bronchioid, Magnoid, and Squamoid) were tested for association with gene mutations and DNA copy number alterations using statistical methods and published cohorts (n = 504). A novel validation (n = 116) cohort was assayed and interrogated to confirm subtype-alteration associations. Gene mutation rates (EGFR, KRAS, STK11, TP53), chromosomal instability, regional copy number, and genomewide DNA methylation were significantly different among tumors of the molecular subtypes. Secondary analyses compared subtypes by integrated alterations and patient outcomes. Tumors having integrated alterations in the same gene associated with the subtypes, e.g. mutation, deletion and underexpression of STK11 with Magnoid, and mutation, amplification, and overexpression of EGFR with Bronchioid. The subtypes also associated with tumors having concurrent mutant genes, such as KRAS-STK11 with Magnoid. Patient overall survival, cisplatin plus vinorelbine therapy response and predicted gefitinib sensitivity were significantly different among the subtypes. CONCLUSIONS/ SIGNIFICANCE: The lung adenocarcinoma intrinsic molecular subtypes co-occur with grossly distinct genomic alterations and with patient therapy response. These results advance the understanding of lung adenocarcinoma etiology and nominate patient subgroups for future evaluation of treatment response. |
format | Online Article Text |
id | pubmed-3349715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33497152012-05-15 Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation Wilkerson, Matthew D. Yin, Xiaoying Walter, Vonn Zhao, Ni Cabanski, Christopher R. Hayward, Michele C. Miller, C. Ryan Socinski, Mark A. Parsons, Alden M. Thorne, Leigh B. Haithcock, Benjamin E. Veeramachaneni, Nirmal K. Funkhouser, William K. Randell, Scott H. Bernard, Philip S. Perou, Charles M. Hayes, D. Neil PLoS One Research Article BACKGROUND: Lung adenocarcinoma (LAD) has extreme genetic variation among patients, which is currently not well understood, limiting progress in therapy development and research. LAD intrinsic molecular subtypes are a validated stratification of naturally-occurring gene expression patterns and encompass different functional pathways and patient outcomes. Patients may have incurred different mutations and alterations that led to the different subtypes. We hypothesized that the LAD molecular subtypes co-occur with distinct mutations and alterations in patient tumors. METHODOLOGY/PRINCIPAL FINDINGS: The LAD molecular subtypes (Bronchioid, Magnoid, and Squamoid) were tested for association with gene mutations and DNA copy number alterations using statistical methods and published cohorts (n = 504). A novel validation (n = 116) cohort was assayed and interrogated to confirm subtype-alteration associations. Gene mutation rates (EGFR, KRAS, STK11, TP53), chromosomal instability, regional copy number, and genomewide DNA methylation were significantly different among tumors of the molecular subtypes. Secondary analyses compared subtypes by integrated alterations and patient outcomes. Tumors having integrated alterations in the same gene associated with the subtypes, e.g. mutation, deletion and underexpression of STK11 with Magnoid, and mutation, amplification, and overexpression of EGFR with Bronchioid. The subtypes also associated with tumors having concurrent mutant genes, such as KRAS-STK11 with Magnoid. Patient overall survival, cisplatin plus vinorelbine therapy response and predicted gefitinib sensitivity were significantly different among the subtypes. CONCLUSIONS/ SIGNIFICANCE: The lung adenocarcinoma intrinsic molecular subtypes co-occur with grossly distinct genomic alterations and with patient therapy response. These results advance the understanding of lung adenocarcinoma etiology and nominate patient subgroups for future evaluation of treatment response. Public Library of Science 2012-05-10 /pmc/articles/PMC3349715/ /pubmed/22590557 http://dx.doi.org/10.1371/journal.pone.0036530 Text en Wilkerson et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Wilkerson, Matthew D. Yin, Xiaoying Walter, Vonn Zhao, Ni Cabanski, Christopher R. Hayward, Michele C. Miller, C. Ryan Socinski, Mark A. Parsons, Alden M. Thorne, Leigh B. Haithcock, Benjamin E. Veeramachaneni, Nirmal K. Funkhouser, William K. Randell, Scott H. Bernard, Philip S. Perou, Charles M. Hayes, D. Neil Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation |
title | Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation |
title_full | Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation |
title_fullStr | Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation |
title_full_unstemmed | Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation |
title_short | Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation |
title_sort | differential pathogenesis of lung adenocarcinoma subtypes involving sequence mutations, copy number, chromosomal instability, and methylation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3349715/ https://www.ncbi.nlm.nih.gov/pubmed/22590557 http://dx.doi.org/10.1371/journal.pone.0036530 |
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