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Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer

Extensive molecular characterization of human colorectal cancer (CRC) via Next Generation Sequencing (NGS) indicated that genetic or epigenetic dysregulation of a relevant, but limited, number of molecular pathways typically occurs in this tumor. The molecular picture of the disease is significantly...

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Autores principales: Belardinilli, Francesca, Capalbo, Carlo, Malapelle, Umberto, Pisapia, Pasquale, Raimondo, Domenico, Milanetti, Edoardo, Yasaman, Mahdavian, Liccardi, Carlotta, Paci, Paola, Sibilio, Pasquale, Pepe, Francesco, Bonfiglio, Caterina, Mezi, Silvia, Magri, Valentina, Coppa, Anna, Nicolussi, Arianna, Gradilone, Angela, Petroni, Marialaura, Di Giulio, Stefano, Fabretti, Francesca, Infante, Paola, Coni, Sonia, Canettieri, Gianluca, Troncone, Giancarlo, Giannini, Giuseppe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7221020/
https://www.ncbi.nlm.nih.gov/pubmed/32457828
http://dx.doi.org/10.3389/fonc.2020.00560
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author Belardinilli, Francesca
Capalbo, Carlo
Malapelle, Umberto
Pisapia, Pasquale
Raimondo, Domenico
Milanetti, Edoardo
Yasaman, Mahdavian
Liccardi, Carlotta
Paci, Paola
Sibilio, Pasquale
Pepe, Francesco
Bonfiglio, Caterina
Mezi, Silvia
Magri, Valentina
Coppa, Anna
Nicolussi, Arianna
Gradilone, Angela
Petroni, Marialaura
Di Giulio, Stefano
Fabretti, Francesca
Infante, Paola
Coni, Sonia
Canettieri, Gianluca
Troncone, Giancarlo
Giannini, Giuseppe
author_facet Belardinilli, Francesca
Capalbo, Carlo
Malapelle, Umberto
Pisapia, Pasquale
Raimondo, Domenico
Milanetti, Edoardo
Yasaman, Mahdavian
Liccardi, Carlotta
Paci, Paola
Sibilio, Pasquale
Pepe, Francesco
Bonfiglio, Caterina
Mezi, Silvia
Magri, Valentina
Coppa, Anna
Nicolussi, Arianna
Gradilone, Angela
Petroni, Marialaura
Di Giulio, Stefano
Fabretti, Francesca
Infante, Paola
Coni, Sonia
Canettieri, Gianluca
Troncone, Giancarlo
Giannini, Giuseppe
author_sort Belardinilli, Francesca
collection PubMed
description Extensive molecular characterization of human colorectal cancer (CRC) via Next Generation Sequencing (NGS) indicated that genetic or epigenetic dysregulation of a relevant, but limited, number of molecular pathways typically occurs in this tumor. The molecular picture of the disease is significantly complicated by the frequent occurrence of individually rare genetic aberrations, which expand tumor heterogeneity. Inter- and intratumor molecular heterogeneity is very likely responsible for the remarkable individual variability in the response to conventional and target-driven first-line therapies, in metastatic CRC (mCRC) patients, whose median overall survival remains unsatisfactory. Implementation of an extensive molecular characterization of mCRC in the clinical routine does not yet appear feasible on a large scale, while multigene panel sequencing of most commonly mutated oncogene/oncosuppressor hotspots is more easily achievable. Here, we report that clinical multigene panel sequencing performed for anti-EGFR therapy predictive purposes in 639 formalin-fixed paraffin-embedded (FFPE) mCRC specimens revealed previously unknown pairwise mutation associations and a high proportion of cases carrying actionable gene mutations. Most importantly, a simple principal component analysis directed the delineation of a new molecular stratification of mCRC patients in eight groups characterized by non-random, specific mutational association patterns (MAPs), aggregating samples with similar biology. These data were validated on a The Cancer Genome Atlas (TCGA) CRC dataset. The proposed stratification may provide great opportunities to direct more informed therapeutic decisions in the majority of mCRC cases.
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spelling pubmed-72210202020-05-25 Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer Belardinilli, Francesca Capalbo, Carlo Malapelle, Umberto Pisapia, Pasquale Raimondo, Domenico Milanetti, Edoardo Yasaman, Mahdavian Liccardi, Carlotta Paci, Paola Sibilio, Pasquale Pepe, Francesco Bonfiglio, Caterina Mezi, Silvia Magri, Valentina Coppa, Anna Nicolussi, Arianna Gradilone, Angela Petroni, Marialaura Di Giulio, Stefano Fabretti, Francesca Infante, Paola Coni, Sonia Canettieri, Gianluca Troncone, Giancarlo Giannini, Giuseppe Front Oncol Oncology Extensive molecular characterization of human colorectal cancer (CRC) via Next Generation Sequencing (NGS) indicated that genetic or epigenetic dysregulation of a relevant, but limited, number of molecular pathways typically occurs in this tumor. The molecular picture of the disease is significantly complicated by the frequent occurrence of individually rare genetic aberrations, which expand tumor heterogeneity. Inter- and intratumor molecular heterogeneity is very likely responsible for the remarkable individual variability in the response to conventional and target-driven first-line therapies, in metastatic CRC (mCRC) patients, whose median overall survival remains unsatisfactory. Implementation of an extensive molecular characterization of mCRC in the clinical routine does not yet appear feasible on a large scale, while multigene panel sequencing of most commonly mutated oncogene/oncosuppressor hotspots is more easily achievable. Here, we report that clinical multigene panel sequencing performed for anti-EGFR therapy predictive purposes in 639 formalin-fixed paraffin-embedded (FFPE) mCRC specimens revealed previously unknown pairwise mutation associations and a high proportion of cases carrying actionable gene mutations. Most importantly, a simple principal component analysis directed the delineation of a new molecular stratification of mCRC patients in eight groups characterized by non-random, specific mutational association patterns (MAPs), aggregating samples with similar biology. These data were validated on a The Cancer Genome Atlas (TCGA) CRC dataset. The proposed stratification may provide great opportunities to direct more informed therapeutic decisions in the majority of mCRC cases. Frontiers Media S.A. 2020-05-07 /pmc/articles/PMC7221020/ /pubmed/32457828 http://dx.doi.org/10.3389/fonc.2020.00560 Text en Copyright © 2020 Belardinilli, Capalbo, Malapelle, Pisapia, Raimondo, Milanetti, Yasaman, Liccardi, Paci, Sibilio, Pepe, Bonfiglio, Mezi, Magri, Coppa, Nicolussi, Gradilone, Petroni, Di Giulio, Fabretti, Infante, Coni, Canettieri, Troncone and Giannini. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Belardinilli, Francesca
Capalbo, Carlo
Malapelle, Umberto
Pisapia, Pasquale
Raimondo, Domenico
Milanetti, Edoardo
Yasaman, Mahdavian
Liccardi, Carlotta
Paci, Paola
Sibilio, Pasquale
Pepe, Francesco
Bonfiglio, Caterina
Mezi, Silvia
Magri, Valentina
Coppa, Anna
Nicolussi, Arianna
Gradilone, Angela
Petroni, Marialaura
Di Giulio, Stefano
Fabretti, Francesca
Infante, Paola
Coni, Sonia
Canettieri, Gianluca
Troncone, Giancarlo
Giannini, Giuseppe
Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer
title Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer
title_full Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer
title_fullStr Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer
title_full_unstemmed Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer
title_short Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer
title_sort clinical multigene panel sequencing identifies distinct mutational association patterns in metastatic colorectal cancer
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7221020/
https://www.ncbi.nlm.nih.gov/pubmed/32457828
http://dx.doi.org/10.3389/fonc.2020.00560
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