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Hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype
A large percentage of metastatic colorectal cancer (mCRC) patients presents metastasis at the time of diagnosis. In the last years, great efforts have been made in the treatment of these patients with the identification of different phenotypes playing a key role in the definition of new systemic the...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5675672/ https://www.ncbi.nlm.nih.gov/pubmed/29152120 http://dx.doi.org/10.18632/oncotarget.21213 |
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author | Opinto, Giuseppina Silvestris, Nicola Centonze, Matteo Graziano, Giusi Pinto, Rosamaria Fucci, Livia Simone, Giovanni Mangia, Anita |
author_facet | Opinto, Giuseppina Silvestris, Nicola Centonze, Matteo Graziano, Giusi Pinto, Rosamaria Fucci, Livia Simone, Giovanni Mangia, Anita |
author_sort | Opinto, Giuseppina |
collection | PubMed |
description | A large percentage of metastatic colorectal cancer (mCRC) patients presents metastasis at the time of diagnosis. In the last years, great efforts have been made in the treatment of these patients with the identification of different phenotypes playing a key role in the definition of new systemic therapies. Unsupervised hierarchical clustering analysis (HCA) was performed considering the clinicopathological characteristics of 51 mCRCs. Using immunohistochemistry on tissue microarrays, we assessed the expression of β-catenin, NHERF1, RASSF1A, TWIST1, HIF-1α proteins in tumors and paired liver metastases. We also analyzed RASSF1A methylation status on the samples of the same patients. HCA distinguished Group 1 and Group 2 characterized by different clinicopathological features. Group 1 was characterized by higher number of positive lymph nodes (p=0.0139), poorly differentiated grade (p<0.0001) and high extent of tumor spread (p=0.0053) showing a more aggressive phenotype compared to Group 2. In both Groups, we found a common “basal” condition with a higher level of nuclear TWIST1 (p<0.0001 and cytoplasmic β-catenin (p<0.0001) in tumors than in paired liver metastases. Furthermore, the Group 1 was also characterized by RASSF1A hypermethylation (p<0.0001) and nuclear HIF-1α overexpression (p=0.0354) in paired liver metastases than in tumors. In conclusion, HCA identifies mCRC patients with a more aggressive phenotype. Moroever, our results support the important contribution to the progression of the disease of RASSF1A methylation and the oncogenic role of HIF-1α in these patients. These evidences, should provide relevant information concerning the biology of this tumor and, as a consequence, potential new systemic therapeutic approaches. |
format | Online Article Text |
id | pubmed-5675672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-56756722017-11-18 Hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype Opinto, Giuseppina Silvestris, Nicola Centonze, Matteo Graziano, Giusi Pinto, Rosamaria Fucci, Livia Simone, Giovanni Mangia, Anita Oncotarget Research Paper A large percentage of metastatic colorectal cancer (mCRC) patients presents metastasis at the time of diagnosis. In the last years, great efforts have been made in the treatment of these patients with the identification of different phenotypes playing a key role in the definition of new systemic therapies. Unsupervised hierarchical clustering analysis (HCA) was performed considering the clinicopathological characteristics of 51 mCRCs. Using immunohistochemistry on tissue microarrays, we assessed the expression of β-catenin, NHERF1, RASSF1A, TWIST1, HIF-1α proteins in tumors and paired liver metastases. We also analyzed RASSF1A methylation status on the samples of the same patients. HCA distinguished Group 1 and Group 2 characterized by different clinicopathological features. Group 1 was characterized by higher number of positive lymph nodes (p=0.0139), poorly differentiated grade (p<0.0001) and high extent of tumor spread (p=0.0053) showing a more aggressive phenotype compared to Group 2. In both Groups, we found a common “basal” condition with a higher level of nuclear TWIST1 (p<0.0001 and cytoplasmic β-catenin (p<0.0001) in tumors than in paired liver metastases. Furthermore, the Group 1 was also characterized by RASSF1A hypermethylation (p<0.0001) and nuclear HIF-1α overexpression (p=0.0354) in paired liver metastases than in tumors. In conclusion, HCA identifies mCRC patients with a more aggressive phenotype. Moroever, our results support the important contribution to the progression of the disease of RASSF1A methylation and the oncogenic role of HIF-1α in these patients. These evidences, should provide relevant information concerning the biology of this tumor and, as a consequence, potential new systemic therapeutic approaches. Impact Journals LLC 2017-09-23 /pmc/articles/PMC5675672/ /pubmed/29152120 http://dx.doi.org/10.18632/oncotarget.21213 Text en Copyright: © 2017 Opinto et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Opinto, Giuseppina Silvestris, Nicola Centonze, Matteo Graziano, Giusi Pinto, Rosamaria Fucci, Livia Simone, Giovanni Mangia, Anita Hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype |
title | Hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype |
title_full | Hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype |
title_fullStr | Hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype |
title_full_unstemmed | Hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype |
title_short | Hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype |
title_sort | hierarchical clustering analysis identifies metastatic colorectal cancers patients with more aggressive phenotype |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5675672/ https://www.ncbi.nlm.nih.gov/pubmed/29152120 http://dx.doi.org/10.18632/oncotarget.21213 |
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