TY - JOUR
T1 - Clinical Multigene Panel Sequencing Identifies Distinct Mutational Association Patterns in Metastatic Colorectal Cancer
AU - Belardinilli, Francesca
AU - Capalbo, Carlo
AU - Malapelle, Umberto
AU - Pisapia, Pasquale
AU - Raimondo, Domenico
AU - Milanetti, Edoardo
AU - Yasaman, Mahdavian
AU - Liccardi, Carlotta
AU - Paci, Paola
AU - Sibilio, Pasquale
AU - Pepe, Francesco
AU - Bonfiglio, Caterina
AU - Mezi, Silvia
AU - Magri, Valentina
AU - Coppa, Anna
AU - Nicolussi, Arianna
AU - Gradilone, Angela
AU - Petroni, Marialaura
AU - Di Giulio, Stefano
AU - Fabretti, Francesca
AU - Infante, Paola
AU - Coni, Sonia
AU - Canettieri, Gianluca
AU - Troncone, Giancarlo
AU - Giannini, Giuseppe
N1 - Funding Information:
This work was supported by Italian Ministry of Education, Universities and Research-Dipartimenti di Eccellenza-L. 232/2016; AIRC grant (IG17734), Italian Ministry of University and Research, PRIN projects, Istituto Pasteur-Fondazione Cenci Bolognetti and Ricerca Scientifica di Ateneo La Sapienza, to GG. AIRC grant (IG17575) and Istituto Pasteur Fondazione Cenci Bolognetti to GC.
Funding Information:
FB was supported by Fondazione Umberto Veronesi; FF is a recipient of a fellowship of the Ph.D. Programme in Tecnologie Biomediche in Medicina Clinica, University La Sapienza.
Publisher Copyright:
© 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.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/5/7
Y1 - 2020/5/7
N2 - 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.
AB - 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.
KW - genes
KW - mCRC
KW - molecular stratification
KW - mutation
KW - NGS
UR - http://www.scopus.com/inward/record.url?scp=85085205712&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85085205712&partnerID=8YFLogxK
U2 - 10.3389/fonc.2020.00560
DO - 10.3389/fonc.2020.00560
M3 - Article
AN - SCOPUS:85085205712
VL - 10
JO - Frontiers in Oncology
JF - Frontiers in Oncology
SN - 2234-943X
M1 - 560
ER -