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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2016
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.
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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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