Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.

There are currently no molecular targeted approaches to treat small-cell lung cancer (SCLC) similar to those used successfully against non-small-cell lung cancer. This failure is attributable to our inability to identify clinically-relevant subtypes of this disease. Thus, a more systematic approach...

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Main Authors: Gary Wildey, Yanwen Chen, Ian Lent, Lindsay Stetson, John Pink, Jill S Barnholtz-Sloan, Afshin Dowlati
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4157793?pdf=render
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spelling doaj-90e94d82ddd04239b661cc9813ed9fc82020-11-25T01:00:27ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0199e10678410.1371/journal.pone.0106784Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.Gary WildeyYanwen ChenIan LentLindsay StetsonJohn PinkJill S Barnholtz-SloanAfshin DowlatiThere are currently no molecular targeted approaches to treat small-cell lung cancer (SCLC) similar to those used successfully against non-small-cell lung cancer. This failure is attributable to our inability to identify clinically-relevant subtypes of this disease. Thus, a more systematic approach to drug discovery for SCLC is needed. In this regard, two comprehensive studies recently published in Nature, the Cancer Cell Line Encyclopedia and the Cancer Genome Project, provide a wealth of data regarding the drug sensitivity and genomic profiles of many different types of cancer cells. In the present study we have mined these two studies for new therapeutic agents for SCLC and identified heat shock proteins, cyclin-dependent kinases and polo-like kinases (PLK) as attractive molecular targets with little current clinical trial activity in SCLC. Remarkably, our analyses demonstrated that most SCLC cell lines clustered into a single, predominant subgroup by either gene expression or CNV analyses, leading us to take a pharmacogenomic approach to identify subgroups of drug-sensitive SCLC cells. Using PLK inhibitors as an example, we identified and validated a gene signature for drug sensitivity in SCLC cell lines. This gene signature could distinguish subpopulations among human SCLC tumors, suggesting its potential clinical utility. Finally, circos plots were constructed to yield a comprehensive view of how transcriptional, copy number and mutational elements affect PLK sensitivity in SCLC cell lines. Taken together, this study outlines an approach to predict drug sensitivity in SCLC to novel targeted therapeutics.http://europepmc.org/articles/PMC4157793?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Gary Wildey
Yanwen Chen
Ian Lent
Lindsay Stetson
John Pink
Jill S Barnholtz-Sloan
Afshin Dowlati
spellingShingle Gary Wildey
Yanwen Chen
Ian Lent
Lindsay Stetson
John Pink
Jill S Barnholtz-Sloan
Afshin Dowlati
Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.
PLoS ONE
author_facet Gary Wildey
Yanwen Chen
Ian Lent
Lindsay Stetson
John Pink
Jill S Barnholtz-Sloan
Afshin Dowlati
author_sort Gary Wildey
title Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.
title_short Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.
title_full Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.
title_fullStr Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.
title_full_unstemmed Pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.
title_sort pharmacogenomic approach to identify drug sensitivity in small-cell lung cancer.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description There are currently no molecular targeted approaches to treat small-cell lung cancer (SCLC) similar to those used successfully against non-small-cell lung cancer. This failure is attributable to our inability to identify clinically-relevant subtypes of this disease. Thus, a more systematic approach to drug discovery for SCLC is needed. In this regard, two comprehensive studies recently published in Nature, the Cancer Cell Line Encyclopedia and the Cancer Genome Project, provide a wealth of data regarding the drug sensitivity and genomic profiles of many different types of cancer cells. In the present study we have mined these two studies for new therapeutic agents for SCLC and identified heat shock proteins, cyclin-dependent kinases and polo-like kinases (PLK) as attractive molecular targets with little current clinical trial activity in SCLC. Remarkably, our analyses demonstrated that most SCLC cell lines clustered into a single, predominant subgroup by either gene expression or CNV analyses, leading us to take a pharmacogenomic approach to identify subgroups of drug-sensitive SCLC cells. Using PLK inhibitors as an example, we identified and validated a gene signature for drug sensitivity in SCLC cell lines. This gene signature could distinguish subpopulations among human SCLC tumors, suggesting its potential clinical utility. Finally, circos plots were constructed to yield a comprehensive view of how transcriptional, copy number and mutational elements affect PLK sensitivity in SCLC cell lines. Taken together, this study outlines an approach to predict drug sensitivity in SCLC to novel targeted therapeutics.
url http://europepmc.org/articles/PMC4157793?pdf=render
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