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Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine
Introduction: Recent studies indicated tumors may be comprised of heterogeneous molecular subtypes and incongruent molecular portraits may emerge if different areas of the tumor are sampled. This study explored the impact of intra-tumoral heterogeneity in terms of activation/phosphorylation of FDA a...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5564706/ https://www.ncbi.nlm.nih.gov/pubmed/28159918 http://dx.doi.org/10.18632/oncotarget.14019 |
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author | Parasido, Erika Maria Silvestri, Alessandra Canzonieri, Vincenzo Belluco, Claudio Diodoro, Maria Grazia Milione, Massimo Melotti, Flavia De Maria, Ruggero Liotta, Lance Petricoin, Emanuel F. Pierobon, Mariaelena |
author_facet | Parasido, Erika Maria Silvestri, Alessandra Canzonieri, Vincenzo Belluco, Claudio Diodoro, Maria Grazia Milione, Massimo Melotti, Flavia De Maria, Ruggero Liotta, Lance Petricoin, Emanuel F. Pierobon, Mariaelena |
author_sort | Parasido, Erika Maria |
collection | PubMed |
description | Introduction: Recent studies indicated tumors may be comprised of heterogeneous molecular subtypes and incongruent molecular portraits may emerge if different areas of the tumor are sampled. This study explored the impact of intra-tumoral heterogeneity in terms of activation/phosphorylation of FDA approved drug targets and downstream kinase substrates. Material and methods: Two independent sets of liver metastases from colorectal cancer were used to evaluate protein kinase-driven signaling networks within different areas using laser capture microdissection and reverse phase protein array. Results: Unsupervised hierarchical clustering analysis indicated that the signaling architecture and activation of the MAPK and AKT-mTOR pathways were consistently maintained within different regions of the same biopsy. Intra-patient variability of the MAPK and AKT-mTOR pathway were <1.06 fold change, while inter-patients variability reached fold change values of 5.01. Conclusions: Protein pathway activation mapping of enriched tumor cells obtained from different regions of the same tumor indicated consistency and robustness independent of the region sampled. This suggests a dominant protein pathway network may be activated in a high percentage of the tumor cell population. Given the genomic intra-tumoral variability, our data suggest that protein/phosphoprotein signaling measurements should be integrated with genomic analysis for precision medicine based analysis. |
format | Online Article Text |
id | pubmed-5564706 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-55647062017-08-23 Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine Parasido, Erika Maria Silvestri, Alessandra Canzonieri, Vincenzo Belluco, Claudio Diodoro, Maria Grazia Milione, Massimo Melotti, Flavia De Maria, Ruggero Liotta, Lance Petricoin, Emanuel F. Pierobon, Mariaelena Oncotarget Priority Research Paper Introduction: Recent studies indicated tumors may be comprised of heterogeneous molecular subtypes and incongruent molecular portraits may emerge if different areas of the tumor are sampled. This study explored the impact of intra-tumoral heterogeneity in terms of activation/phosphorylation of FDA approved drug targets and downstream kinase substrates. Material and methods: Two independent sets of liver metastases from colorectal cancer were used to evaluate protein kinase-driven signaling networks within different areas using laser capture microdissection and reverse phase protein array. Results: Unsupervised hierarchical clustering analysis indicated that the signaling architecture and activation of the MAPK and AKT-mTOR pathways were consistently maintained within different regions of the same biopsy. Intra-patient variability of the MAPK and AKT-mTOR pathway were <1.06 fold change, while inter-patients variability reached fold change values of 5.01. Conclusions: Protein pathway activation mapping of enriched tumor cells obtained from different regions of the same tumor indicated consistency and robustness independent of the region sampled. This suggests a dominant protein pathway network may be activated in a high percentage of the tumor cell population. Given the genomic intra-tumoral variability, our data suggest that protein/phosphoprotein signaling measurements should be integrated with genomic analysis for precision medicine based analysis. Impact Journals LLC 2016-12-15 /pmc/articles/PMC5564706/ /pubmed/28159918 http://dx.doi.org/10.18632/oncotarget.14019 Text en Copyright: © 2017 Parasido 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 | Priority Research Paper Parasido, Erika Maria Silvestri, Alessandra Canzonieri, Vincenzo Belluco, Claudio Diodoro, Maria Grazia Milione, Massimo Melotti, Flavia De Maria, Ruggero Liotta, Lance Petricoin, Emanuel F. Pierobon, Mariaelena Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine |
title | Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine |
title_full | Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine |
title_fullStr | Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine |
title_full_unstemmed | Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine |
title_short | Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine |
title_sort | protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine |
topic | Priority Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5564706/ https://www.ncbi.nlm.nih.gov/pubmed/28159918 http://dx.doi.org/10.18632/oncotarget.14019 |
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