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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
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.
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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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