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A Microarray-Based Gene Expression Analysis to Identify Diagnostic Biomarkers for Unknown Primary Cancer
BACKGROUND: The biological basis for cancer of unknown primary (CUP) at the molecular level remains largely unknown, with no evidence of whether a common biological entity exists. Here, we assessed the possibility of identifying a common diagnostic biomarker for CUP using a microarray gene expressio...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3650062/ https://www.ncbi.nlm.nih.gov/pubmed/23671674 http://dx.doi.org/10.1371/journal.pone.0063249 |
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author | Kurahashi, Issei Fujita, Yoshihiko Arao, Tokuzo Kurata, Takayasu Koh, Yasuhiro Sakai, Kazuko Matsumoto, Koji Tanioka, Maki Takeda, Koji Takiguchi, Yuichi Yamamoto, Nobuyuki Tsuya, Asuka Matsubara, Nobuaki Mukai, Hirofumi Minami, Hironobu Chayahara, Naoko Yamanaka, Yasuhiro Miwa, Keisuke Takahashi, Shin Takahashi, Shunji Nakagawa, Kazuhiko Nishio, Kazuto |
author_facet | Kurahashi, Issei Fujita, Yoshihiko Arao, Tokuzo Kurata, Takayasu Koh, Yasuhiro Sakai, Kazuko Matsumoto, Koji Tanioka, Maki Takeda, Koji Takiguchi, Yuichi Yamamoto, Nobuyuki Tsuya, Asuka Matsubara, Nobuaki Mukai, Hirofumi Minami, Hironobu Chayahara, Naoko Yamanaka, Yasuhiro Miwa, Keisuke Takahashi, Shin Takahashi, Shunji Nakagawa, Kazuhiko Nishio, Kazuto |
author_sort | Kurahashi, Issei |
collection | PubMed |
description | BACKGROUND: The biological basis for cancer of unknown primary (CUP) at the molecular level remains largely unknown, with no evidence of whether a common biological entity exists. Here, we assessed the possibility of identifying a common diagnostic biomarker for CUP using a microarray gene expression analysis. METHODS: Tumor mRNA samples from 60 patients with CUP were analyzed using the Affymetrix U133A Plus 2.0 GeneChip and were normalized by asinh (hyperbolic arc sine) transformation to construct a mean gene-expression profile specific to CUP. A gene-expression profile specific to non-CUP group was constructed using publicly available raw microarray datasets. The t-tests were performed to compare the CUP with non-CUP groups and the top 59 CUP specific genes with the highest fold change were selected (p-value<0.001). RESULTS: Among the 44 genes that were up-regulated in the CUP group, 6 genes for ribosomal proteins were identified. Two of these genes (RPS7 and RPL11) are known to be involved in the Mdm2–p53 pathway. We also identified several genes related to metastasis and apoptosis, suggesting a biological attribute of CUP. CONCLUSIONS: The protein products of the up-regulated and down-regulated genes identified in this study may be clinically useful as unique biomarkers for CUP. |
format | Online Article Text |
id | pubmed-3650062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-36500622013-05-13 A Microarray-Based Gene Expression Analysis to Identify Diagnostic Biomarkers for Unknown Primary Cancer Kurahashi, Issei Fujita, Yoshihiko Arao, Tokuzo Kurata, Takayasu Koh, Yasuhiro Sakai, Kazuko Matsumoto, Koji Tanioka, Maki Takeda, Koji Takiguchi, Yuichi Yamamoto, Nobuyuki Tsuya, Asuka Matsubara, Nobuaki Mukai, Hirofumi Minami, Hironobu Chayahara, Naoko Yamanaka, Yasuhiro Miwa, Keisuke Takahashi, Shin Takahashi, Shunji Nakagawa, Kazuhiko Nishio, Kazuto PLoS One Research Article BACKGROUND: The biological basis for cancer of unknown primary (CUP) at the molecular level remains largely unknown, with no evidence of whether a common biological entity exists. Here, we assessed the possibility of identifying a common diagnostic biomarker for CUP using a microarray gene expression analysis. METHODS: Tumor mRNA samples from 60 patients with CUP were analyzed using the Affymetrix U133A Plus 2.0 GeneChip and were normalized by asinh (hyperbolic arc sine) transformation to construct a mean gene-expression profile specific to CUP. A gene-expression profile specific to non-CUP group was constructed using publicly available raw microarray datasets. The t-tests were performed to compare the CUP with non-CUP groups and the top 59 CUP specific genes with the highest fold change were selected (p-value<0.001). RESULTS: Among the 44 genes that were up-regulated in the CUP group, 6 genes for ribosomal proteins were identified. Two of these genes (RPS7 and RPL11) are known to be involved in the Mdm2–p53 pathway. We also identified several genes related to metastasis and apoptosis, suggesting a biological attribute of CUP. CONCLUSIONS: The protein products of the up-regulated and down-regulated genes identified in this study may be clinically useful as unique biomarkers for CUP. Public Library of Science 2013-05-09 /pmc/articles/PMC3650062/ /pubmed/23671674 http://dx.doi.org/10.1371/journal.pone.0063249 Text en © 2013 Kurahashi 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 Kurahashi, Issei Fujita, Yoshihiko Arao, Tokuzo Kurata, Takayasu Koh, Yasuhiro Sakai, Kazuko Matsumoto, Koji Tanioka, Maki Takeda, Koji Takiguchi, Yuichi Yamamoto, Nobuyuki Tsuya, Asuka Matsubara, Nobuaki Mukai, Hirofumi Minami, Hironobu Chayahara, Naoko Yamanaka, Yasuhiro Miwa, Keisuke Takahashi, Shin Takahashi, Shunji Nakagawa, Kazuhiko Nishio, Kazuto A Microarray-Based Gene Expression Analysis to Identify Diagnostic Biomarkers for Unknown Primary Cancer |
title | A Microarray-Based Gene Expression Analysis to Identify Diagnostic Biomarkers for Unknown Primary Cancer |
title_full | A Microarray-Based Gene Expression Analysis to Identify Diagnostic Biomarkers for Unknown Primary Cancer |
title_fullStr | A Microarray-Based Gene Expression Analysis to Identify Diagnostic Biomarkers for Unknown Primary Cancer |
title_full_unstemmed | A Microarray-Based Gene Expression Analysis to Identify Diagnostic Biomarkers for Unknown Primary Cancer |
title_short | A Microarray-Based Gene Expression Analysis to Identify Diagnostic Biomarkers for Unknown Primary Cancer |
title_sort | microarray-based gene expression analysis to identify diagnostic biomarkers for unknown primary cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3650062/ https://www.ncbi.nlm.nih.gov/pubmed/23671674 http://dx.doi.org/10.1371/journal.pone.0063249 |
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