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MUC1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients
BACKGROUND: MUC1 protein is highly expressed in lung cancer. The cytoplasmic domain of MUC1 (MUC1-CD) induces tumorigenesis and resistance to DNA-damaging agents. We characterized MUC1-CD-induced transcriptional changes and examined their significance in lung cancer patients. METHODS: Using DNA micr...
Autores principales: | , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2010
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2876055/ https://www.ncbi.nlm.nih.gov/pubmed/20459602 http://dx.doi.org/10.1186/1755-8794-3-16 |
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author | MacDermed, Dhara M Khodarev, Nikolai N Pitroda, Sean P Edwards, Darrin C Pelizzari, Charles A Huang, Lei Kufe, Donald W Weichselbaum, Ralph R |
author_facet | MacDermed, Dhara M Khodarev, Nikolai N Pitroda, Sean P Edwards, Darrin C Pelizzari, Charles A Huang, Lei Kufe, Donald W Weichselbaum, Ralph R |
author_sort | MacDermed, Dhara M |
collection | PubMed |
description | BACKGROUND: MUC1 protein is highly expressed in lung cancer. The cytoplasmic domain of MUC1 (MUC1-CD) induces tumorigenesis and resistance to DNA-damaging agents. We characterized MUC1-CD-induced transcriptional changes and examined their significance in lung cancer patients. METHODS: Using DNA microarrays, we identified 254 genes that were differentially expressed in cell lines transformed by MUC1-CD compared to control cell lines. We then examined expression of these genes in 441 lung adenocarcinomas from a publicly available database. We employed statistical analyses independent of clinical outcomes, including hierarchical clustering, Student's t-tests and receiver operating characteristic (ROC) analysis, to select a seven-gene MUC1-associated proliferation signature (MAPS). We demonstrated the prognostic value of MAPS in this database using Kaplan-Meier survival analysis, log-rank tests and Cox models. The MAPS was further validated for prognostic significance in 84 lung adenocarcinoma patients from an independent database. RESULTS: MAPS genes were found to be associated with proliferation and cell cycle regulation and included CCNB1, CDC2, CDC20, CDKN3, MAD2L1, PRC1 and RRM2. MAPS expressors (MAPS+) had inferior survival compared to non-expressors (MAPS-). In the initial data set, 5-year survival was 65% (MAPS-) vs. 45% (MAPS+, p < 0.0001). Similarly, in the validation data set, 5-year survival was 57% (MAPS-) vs. 28% (MAPS+, p = 0.005). CONCLUSIONS: The MAPS signature, comprised of MUC1-CD-dependent genes involved in the control of cell cycle and proliferation, is associated with poor outcomes in patients with adenocarcinoma of the lung. These data provide potential new prognostic biomarkers and treatment targets for lung adenocarcinoma. |
format | Text |
id | pubmed-2876055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-28760552010-05-26 MUC1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients MacDermed, Dhara M Khodarev, Nikolai N Pitroda, Sean P Edwards, Darrin C Pelizzari, Charles A Huang, Lei Kufe, Donald W Weichselbaum, Ralph R BMC Med Genomics Research article BACKGROUND: MUC1 protein is highly expressed in lung cancer. The cytoplasmic domain of MUC1 (MUC1-CD) induces tumorigenesis and resistance to DNA-damaging agents. We characterized MUC1-CD-induced transcriptional changes and examined their significance in lung cancer patients. METHODS: Using DNA microarrays, we identified 254 genes that were differentially expressed in cell lines transformed by MUC1-CD compared to control cell lines. We then examined expression of these genes in 441 lung adenocarcinomas from a publicly available database. We employed statistical analyses independent of clinical outcomes, including hierarchical clustering, Student's t-tests and receiver operating characteristic (ROC) analysis, to select a seven-gene MUC1-associated proliferation signature (MAPS). We demonstrated the prognostic value of MAPS in this database using Kaplan-Meier survival analysis, log-rank tests and Cox models. The MAPS was further validated for prognostic significance in 84 lung adenocarcinoma patients from an independent database. RESULTS: MAPS genes were found to be associated with proliferation and cell cycle regulation and included CCNB1, CDC2, CDC20, CDKN3, MAD2L1, PRC1 and RRM2. MAPS expressors (MAPS+) had inferior survival compared to non-expressors (MAPS-). In the initial data set, 5-year survival was 65% (MAPS-) vs. 45% (MAPS+, p < 0.0001). Similarly, in the validation data set, 5-year survival was 57% (MAPS-) vs. 28% (MAPS+, p = 0.005). CONCLUSIONS: The MAPS signature, comprised of MUC1-CD-dependent genes involved in the control of cell cycle and proliferation, is associated with poor outcomes in patients with adenocarcinoma of the lung. These data provide potential new prognostic biomarkers and treatment targets for lung adenocarcinoma. BioMed Central 2010-05-06 /pmc/articles/PMC2876055/ /pubmed/20459602 http://dx.doi.org/10.1186/1755-8794-3-16 Text en Copyright ©2010 MacDermed 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 MacDermed, Dhara M Khodarev, Nikolai N Pitroda, Sean P Edwards, Darrin C Pelizzari, Charles A Huang, Lei Kufe, Donald W Weichselbaum, Ralph R MUC1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients |
title | MUC1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients |
title_full | MUC1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients |
title_fullStr | MUC1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients |
title_full_unstemmed | MUC1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients |
title_short | MUC1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients |
title_sort | muc1-associated proliferation signature predicts outcomes in lung adenocarcinoma patients |
topic | Research article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2876055/ https://www.ncbi.nlm.nih.gov/pubmed/20459602 http://dx.doi.org/10.1186/1755-8794-3-16 |
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