Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer

Abstract Background Therapeutic resistance is the main cause of death in metastatic colorectal cancer. To investigate genomic plasticity, most specifically of metastatic lesions, associated with response to first‐line systemic therapy, we collected longitudinal liver metastatic samples and character...

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Main Authors: Karen Gambaro, Maud Marques, Suzan McNamara, Mathilde Couetoux du Tertre, Zuanel Diaz, Cyrla Hoffert, Archana Srivastava, Steven Hébert, Benoit Samson, Bernard Lespérance, Yoo‐Joung Ko, Richard Dalfen, Eve St‐Hilaire, Lucas Sideris, Felix Couture, Ronald Burkes, Mohammed Harb, Errol Camlioglu, Adrian Gologan, Vincent Pelsser, André Constantin, Celia M.T. Greenwood, Sabine Tejpar, Petr Kavan, Claudia L. Kleinman, Gerald Batist
Format: Article
Language:English
Published: Wiley 2021-04-01
Series:Clinical and Translational Medicine
Subjects:
Online Access:https://doi.org/10.1002/ctm2.401
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author Karen Gambaro
Maud Marques
Suzan McNamara
Mathilde Couetoux du Tertre
Zuanel Diaz
Cyrla Hoffert
Archana Srivastava
Steven Hébert
Benoit Samson
Bernard Lespérance
Yoo‐Joung Ko
Richard Dalfen
Eve St‐Hilaire
Lucas Sideris
Felix Couture
Ronald Burkes
Mohammed Harb
Errol Camlioglu
Adrian Gologan
Vincent Pelsser
André Constantin
Celia M.T. Greenwood
Sabine Tejpar
Petr Kavan
Claudia L. Kleinman
Gerald Batist
spellingShingle Karen Gambaro
Maud Marques
Suzan McNamara
Mathilde Couetoux du Tertre
Zuanel Diaz
Cyrla Hoffert
Archana Srivastava
Steven Hébert
Benoit Samson
Bernard Lespérance
Yoo‐Joung Ko
Richard Dalfen
Eve St‐Hilaire
Lucas Sideris
Felix Couture
Ronald Burkes
Mohammed Harb
Errol Camlioglu
Adrian Gologan
Vincent Pelsser
André Constantin
Celia M.T. Greenwood
Sabine Tejpar
Petr Kavan
Claudia L. Kleinman
Gerald Batist
Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer
Clinical and Translational Medicine
colorectal cancer
copy number aberrations
metastasis
treatment response
author_facet Karen Gambaro
Maud Marques
Suzan McNamara
Mathilde Couetoux du Tertre
Zuanel Diaz
Cyrla Hoffert
Archana Srivastava
Steven Hébert
Benoit Samson
Bernard Lespérance
Yoo‐Joung Ko
Richard Dalfen
Eve St‐Hilaire
Lucas Sideris
Felix Couture
Ronald Burkes
Mohammed Harb
Errol Camlioglu
Adrian Gologan
Vincent Pelsser
André Constantin
Celia M.T. Greenwood
Sabine Tejpar
Petr Kavan
Claudia L. Kleinman
Gerald Batist
author_sort Karen Gambaro
title Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer
title_short Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer
title_full Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer
title_fullStr Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer
title_full_unstemmed Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer
title_sort copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer
publisher Wiley
series Clinical and Translational Medicine
issn 2001-1326
publishDate 2021-04-01
description Abstract Background Therapeutic resistance is the main cause of death in metastatic colorectal cancer. To investigate genomic plasticity, most specifically of metastatic lesions, associated with response to first‐line systemic therapy, we collected longitudinal liver metastatic samples and characterized the copy number aberration (CNA) landscape and its effect on the transcriptome. Methods Liver metastatic biopsies were collected prior to treatment (pre, n = 97) and when clinical imaging demonstrated therapeutic resistance (post, n = 43). CNAs were inferred from whole exome sequencing and were correlated with both the status of the lesion and overall patient progression‐free survival (PFS). We used RNA sequencing data from the same sample set to validate aberrations as well as independent datasets to prioritize candidate genes. Results We identified a significantly increased frequency gain of a unique CN, in liver metastatic lesions after first‐line treatment, on chr18p11.32 harboring 10 genes, including TYMS, which has not been reported in primary tumors (GISTIC method and test of equal proportions, FDR‐adjusted p = 0.0023). CNA lesion profiles exhibiting different treatment responses were compared and we detected focal genomic divergences in post‐treatment resistant lesions but not in responder lesions (two‐tailed Fisher's Exact test, unadjusted p ≤ 0.005). The importance of examining metastatic lesions is highlighted by the fact that 15 out of 18 independently validated CNA regions found to be associated with PFS in this study were only identified in the metastatic lesions and not in the primary tumors. Conclusion This investigation of genomic‐phenotype associations in a large colorectal cancer liver metastases cohort identified novel molecular features associated with treatment response, supporting the clinical importance of collecting metastatic samples in a defined clinical setting.
topic colorectal cancer
copy number aberrations
metastasis
treatment response
url https://doi.org/10.1002/ctm2.401
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spelling doaj-2db15e511b2048da941740287e8636c12021-04-29T05:44:31ZengWileyClinical and Translational Medicine2001-13262021-04-01114n/an/a10.1002/ctm2.401Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancerKaren Gambaro0Maud Marques1Suzan McNamara2Mathilde Couetoux du Tertre3Zuanel Diaz4Cyrla Hoffert5Archana Srivastava6Steven Hébert7Benoit Samson8Bernard Lespérance9Yoo‐Joung Ko10Richard Dalfen11Eve St‐Hilaire12Lucas Sideris13Felix Couture14Ronald Burkes15Mohammed Harb16Errol Camlioglu17Adrian Gologan18Vincent Pelsser19André Constantin20Celia M.T. Greenwood21Sabine Tejpar22Petr Kavan23Claudia L. Kleinman24Gerald Batist25Canadian National Centres of Excellence—Exactis Innovation 5450 Cote‐des‐Neiges Montreal Quebec H3T 1Y6 CanadaCanadian National Centres of Excellence—Exactis Innovation 5450 Cote‐des‐Neiges Montreal Quebec H3T 1Y6 CanadaCanadian National Centres of Excellence—Exactis Innovation 5450 Cote‐des‐Neiges Montreal Quebec H3T 1Y6 CanadaCanadian National Centres of Excellence—Exactis Innovation 5450 Cote‐des‐Neiges Montreal Quebec H3T 1Y6 CanadaCanadian National Centres of Excellence—Exactis Innovation 5450 Cote‐des‐Neiges Montreal Quebec H3T 1Y6 CanadaCanadian National Centres of Excellence—Exactis Innovation 5450 Cote‐des‐Neiges Montreal Quebec H3T 1Y6 CanadaCanadian National Centres of Excellence—Exactis Innovation 5450 Cote‐des‐Neiges Montreal Quebec H3T 1Y6 CanadaMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaCharles LeMoyne Hospital 3120 Taschereau Blvd. Greenfield Park Quebec J4V 2H1 CanadaSacré‐Coeur de Montréal 5400 Boul. Gouin O Montreal Quebec H4J 1C5 CanadaSunnybrook Health Science Centre 2075 Bayview Ave. Toronto Ontario M4N 3M5 CanadaSt. Mary's Hospital 3830 Lacombe Montreal Quebec H3T 1M5 CanadaGeorges Dumont Hospital 220 Avenue Universite Moncton New Brunswick E1C 2Z3 CanadaHôpital Maisonneuve Rosemont 5415 Assumption Blvd Montreal Quebec H1T 2M4 CanadaHôtel‐Dieu de Quebec 11 Cote du Palais Montreal Quebec G1R 2J6 CanadaMount Sinai Hospital 600 University Avenue Toronto Ontario M5G 1X5 CanadaMoncton Hospital 135 Macbeath Ave Moncton New Brunswick E1C 6Z8 CanadaMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaDigestive Oncology Unit Katholieke Universiteit Leuven Oude Markt 13 Leuven 3000 BelgiumMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaMcGill University‐Segal Cancer Centre, Jewish General Hospital 3755 Côte Ste‐Catherine Montreal Quebec H3T 1E2 CanadaAbstract Background Therapeutic resistance is the main cause of death in metastatic colorectal cancer. To investigate genomic plasticity, most specifically of metastatic lesions, associated with response to first‐line systemic therapy, we collected longitudinal liver metastatic samples and characterized the copy number aberration (CNA) landscape and its effect on the transcriptome. Methods Liver metastatic biopsies were collected prior to treatment (pre, n = 97) and when clinical imaging demonstrated therapeutic resistance (post, n = 43). CNAs were inferred from whole exome sequencing and were correlated with both the status of the lesion and overall patient progression‐free survival (PFS). We used RNA sequencing data from the same sample set to validate aberrations as well as independent datasets to prioritize candidate genes. Results We identified a significantly increased frequency gain of a unique CN, in liver metastatic lesions after first‐line treatment, on chr18p11.32 harboring 10 genes, including TYMS, which has not been reported in primary tumors (GISTIC method and test of equal proportions, FDR‐adjusted p = 0.0023). CNA lesion profiles exhibiting different treatment responses were compared and we detected focal genomic divergences in post‐treatment resistant lesions but not in responder lesions (two‐tailed Fisher's Exact test, unadjusted p ≤ 0.005). The importance of examining metastatic lesions is highlighted by the fact that 15 out of 18 independently validated CNA regions found to be associated with PFS in this study were only identified in the metastatic lesions and not in the primary tumors. Conclusion This investigation of genomic‐phenotype associations in a large colorectal cancer liver metastases cohort identified novel molecular features associated with treatment response, supporting the clinical importance of collecting metastatic samples in a defined clinical setting.https://doi.org/10.1002/ctm2.401colorectal cancercopy number aberrationsmetastasistreatment response