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CAFET Algorithm Reveals Wnt/PCP Signature in Lung Squamous Cell Carcinoma
We analyzed the gene expression patterns of 138 Non-Small Cell Lung Cancer (NSCLC) samples and developed a new algorithm called Coverage Analysis with Fisher’s Exact Test (CAFET) to identify molecular pathways that are differentially activated in squamous cell carcinoma (SCC) and adenocarcinoma (AC)...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3189939/ https://www.ncbi.nlm.nih.gov/pubmed/22016777 http://dx.doi.org/10.1371/journal.pone.0025807 |
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author | Hu, Yue Galkin, Anna V. Wu, Chunlei Reddy, Venkateshwar Su, Andrew I. |
author_facet | Hu, Yue Galkin, Anna V. Wu, Chunlei Reddy, Venkateshwar Su, Andrew I. |
author_sort | Hu, Yue |
collection | PubMed |
description | We analyzed the gene expression patterns of 138 Non-Small Cell Lung Cancer (NSCLC) samples and developed a new algorithm called Coverage Analysis with Fisher’s Exact Test (CAFET) to identify molecular pathways that are differentially activated in squamous cell carcinoma (SCC) and adenocarcinoma (AC) subtypes. Analysis of the lung cancer samples demonstrated hierarchical clustering according to the histological subtype and revealed a strong enrichment for the Wnt signaling pathway components in the cluster consisting predominantly of SCC samples. The specific gene expression pattern observed correlated with enhanced activation of the Wnt Planar Cell Polarity (PCP) pathway and inhibition of the canonical Wnt signaling branch. Further real time RT-PCR follow-up with additional primary tumor samples and lung cancer cell lines confirmed enrichment of Wnt/PCP pathway associated genes in the SCC subtype. Dysregulation of the canonical Wnt pathway, characterized by increased levels of β-catenin and epigenetic silencing of negative regulators, has been reported in adenocarcinoma of the lung. Our results suggest that SCC and AC utilize different branches of the Wnt pathway during oncogenesis. |
format | Online Article Text |
id | pubmed-3189939 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-31899392011-10-20 CAFET Algorithm Reveals Wnt/PCP Signature in Lung Squamous Cell Carcinoma Hu, Yue Galkin, Anna V. Wu, Chunlei Reddy, Venkateshwar Su, Andrew I. PLoS One Research Article We analyzed the gene expression patterns of 138 Non-Small Cell Lung Cancer (NSCLC) samples and developed a new algorithm called Coverage Analysis with Fisher’s Exact Test (CAFET) to identify molecular pathways that are differentially activated in squamous cell carcinoma (SCC) and adenocarcinoma (AC) subtypes. Analysis of the lung cancer samples demonstrated hierarchical clustering according to the histological subtype and revealed a strong enrichment for the Wnt signaling pathway components in the cluster consisting predominantly of SCC samples. The specific gene expression pattern observed correlated with enhanced activation of the Wnt Planar Cell Polarity (PCP) pathway and inhibition of the canonical Wnt signaling branch. Further real time RT-PCR follow-up with additional primary tumor samples and lung cancer cell lines confirmed enrichment of Wnt/PCP pathway associated genes in the SCC subtype. Dysregulation of the canonical Wnt pathway, characterized by increased levels of β-catenin and epigenetic silencing of negative regulators, has been reported in adenocarcinoma of the lung. Our results suggest that SCC and AC utilize different branches of the Wnt pathway during oncogenesis. Public Library of Science 2011-10-10 /pmc/articles/PMC3189939/ /pubmed/22016777 http://dx.doi.org/10.1371/journal.pone.0025807 Text en Hu 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 Hu, Yue Galkin, Anna V. Wu, Chunlei Reddy, Venkateshwar Su, Andrew I. CAFET Algorithm Reveals Wnt/PCP Signature in Lung Squamous Cell Carcinoma |
title | CAFET Algorithm Reveals Wnt/PCP Signature in Lung Squamous Cell Carcinoma |
title_full | CAFET Algorithm Reveals Wnt/PCP Signature in Lung Squamous Cell Carcinoma |
title_fullStr | CAFET Algorithm Reveals Wnt/PCP Signature in Lung Squamous Cell Carcinoma |
title_full_unstemmed | CAFET Algorithm Reveals Wnt/PCP Signature in Lung Squamous Cell Carcinoma |
title_short | CAFET Algorithm Reveals Wnt/PCP Signature in Lung Squamous Cell Carcinoma |
title_sort | cafet algorithm reveals wnt/pcp signature in lung squamous cell carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3189939/ https://www.ncbi.nlm.nih.gov/pubmed/22016777 http://dx.doi.org/10.1371/journal.pone.0025807 |
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