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Peripheral Immune Cell Gene Expression Predicts Survival of Patients with Non-Small Cell Lung Cancer
Prediction of cancer recurrence in patients with non-small cell lung cancer (NSCLC) currently relies on the assessment of clinical characteristics including age, tumor stage, and smoking history. A better prediction of early stage cancer patients with poorer survival and late stage patients with bet...
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/PMC3315526/ https://www.ncbi.nlm.nih.gov/pubmed/22479623 http://dx.doi.org/10.1371/journal.pone.0034392 |
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author | Kossenkov, Andrew V. Dawany, Noor Evans, Tracey L. Kucharczuk, John C. Albelda, Steven M. Showe, Louise C. Showe, Michael K. Vachani, Anil |
author_facet | Kossenkov, Andrew V. Dawany, Noor Evans, Tracey L. Kucharczuk, John C. Albelda, Steven M. Showe, Louise C. Showe, Michael K. Vachani, Anil |
author_sort | Kossenkov, Andrew V. |
collection | PubMed |
description | Prediction of cancer recurrence in patients with non-small cell lung cancer (NSCLC) currently relies on the assessment of clinical characteristics including age, tumor stage, and smoking history. A better prediction of early stage cancer patients with poorer survival and late stage patients with better survival is needed to design patient-tailored treatment protocols. We analyzed gene expression in RNA from peripheral blood mononuclear cells (PBMC) of NSCLC patients to identify signatures predictive of overall patient survival. We find that PBMC gene expression patterns from NSCLC patients, like patterns from tumors, have information predictive of patient outcomes. We identify and validate a 26 gene prognostic panel that is independent of clinical stage. Many additional prognostic genes are specific to myeloid cells and are more highly expressed in patients with shorter survival. We also observe that significant numbers of prognostic genes change expression levels in PBMC collected after tumor resection. These post-surgery gene expression profiles may provide a means to re-evaluate prognosis over time. These studies further suggest that patient outcomes are not solely determined by tumor gene expression profiles but can also be influenced by the immune response as reflected in peripheral immune cells. |
format | Online Article Text |
id | pubmed-3315526 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33155262012-04-04 Peripheral Immune Cell Gene Expression Predicts Survival of Patients with Non-Small Cell Lung Cancer Kossenkov, Andrew V. Dawany, Noor Evans, Tracey L. Kucharczuk, John C. Albelda, Steven M. Showe, Louise C. Showe, Michael K. Vachani, Anil PLoS One Research Article Prediction of cancer recurrence in patients with non-small cell lung cancer (NSCLC) currently relies on the assessment of clinical characteristics including age, tumor stage, and smoking history. A better prediction of early stage cancer patients with poorer survival and late stage patients with better survival is needed to design patient-tailored treatment protocols. We analyzed gene expression in RNA from peripheral blood mononuclear cells (PBMC) of NSCLC patients to identify signatures predictive of overall patient survival. We find that PBMC gene expression patterns from NSCLC patients, like patterns from tumors, have information predictive of patient outcomes. We identify and validate a 26 gene prognostic panel that is independent of clinical stage. Many additional prognostic genes are specific to myeloid cells and are more highly expressed in patients with shorter survival. We also observe that significant numbers of prognostic genes change expression levels in PBMC collected after tumor resection. These post-surgery gene expression profiles may provide a means to re-evaluate prognosis over time. These studies further suggest that patient outcomes are not solely determined by tumor gene expression profiles but can also be influenced by the immune response as reflected in peripheral immune cells. Public Library of Science 2012-03-29 /pmc/articles/PMC3315526/ /pubmed/22479623 http://dx.doi.org/10.1371/journal.pone.0034392 Text en Kossenkov 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 Kossenkov, Andrew V. Dawany, Noor Evans, Tracey L. Kucharczuk, John C. Albelda, Steven M. Showe, Louise C. Showe, Michael K. Vachani, Anil Peripheral Immune Cell Gene Expression Predicts Survival of Patients with Non-Small Cell Lung Cancer |
title | Peripheral Immune Cell Gene Expression Predicts Survival of Patients with Non-Small Cell Lung Cancer |
title_full | Peripheral Immune Cell Gene Expression Predicts Survival of Patients with Non-Small Cell Lung Cancer |
title_fullStr | Peripheral Immune Cell Gene Expression Predicts Survival of Patients with Non-Small Cell Lung Cancer |
title_full_unstemmed | Peripheral Immune Cell Gene Expression Predicts Survival of Patients with Non-Small Cell Lung Cancer |
title_short | Peripheral Immune Cell Gene Expression Predicts Survival of Patients with Non-Small Cell Lung Cancer |
title_sort | peripheral immune cell gene expression predicts survival of patients with non-small cell lung cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3315526/ https://www.ncbi.nlm.nih.gov/pubmed/22479623 http://dx.doi.org/10.1371/journal.pone.0034392 |
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