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Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8087915/ https://www.ncbi.nlm.nih.gov/pubmed/33931971 http://dx.doi.org/10.1002/ctm2.401 |
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author | Gambaro, Karen Marques, Maud McNamara, Suzan Couetoux du Tertre, Mathilde Diaz, Zuanel Hoffert, Cyrla Srivastava, Archana Hébert, Steven Samson, Benoit Lespérance, Bernard Ko, Yoo‐Joung Dalfen, Richard St‐Hilaire, Eve Sideris, Lucas Couture, Felix Burkes, Ronald Harb, Mohammed Camlioglu, Errol Gologan, Adrian Pelsser, Vincent Constantin, André Greenwood, Celia M.T. Tejpar, Sabine Kavan, Petr Kleinman, Claudia L. Batist, Gerald |
author_facet | Gambaro, Karen Marques, Maud McNamara, Suzan Couetoux du Tertre, Mathilde Diaz, Zuanel Hoffert, Cyrla Srivastava, Archana Hébert, Steven Samson, Benoit Lespérance, Bernard Ko, Yoo‐Joung Dalfen, Richard St‐Hilaire, Eve Sideris, Lucas Couture, Felix Burkes, Ronald Harb, Mohammed Camlioglu, Errol Gologan, Adrian Pelsser, Vincent Constantin, André Greenwood, Celia M.T. Tejpar, Sabine Kavan, Petr Kleinman, Claudia L. Batist, Gerald |
author_sort | Gambaro, Karen |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8087915 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80879152021-05-07 Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer Gambaro, Karen Marques, Maud McNamara, Suzan Couetoux du Tertre, Mathilde Diaz, Zuanel Hoffert, Cyrla Srivastava, Archana Hébert, Steven Samson, Benoit Lespérance, Bernard Ko, Yoo‐Joung Dalfen, Richard St‐Hilaire, Eve Sideris, Lucas Couture, Felix Burkes, Ronald Harb, Mohammed Camlioglu, Errol Gologan, Adrian Pelsser, Vincent Constantin, André Greenwood, Celia M.T. Tejpar, Sabine Kavan, Petr Kleinman, Claudia L. Batist, Gerald Clin Transl Med Research Articles 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. John Wiley and Sons Inc. 2021-05-01 /pmc/articles/PMC8087915/ /pubmed/33931971 http://dx.doi.org/10.1002/ctm2.401 Text en © 2021 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Gambaro, Karen Marques, Maud McNamara, Suzan Couetoux du Tertre, Mathilde Diaz, Zuanel Hoffert, Cyrla Srivastava, Archana Hébert, Steven Samson, Benoit Lespérance, Bernard Ko, Yoo‐Joung Dalfen, Richard St‐Hilaire, Eve Sideris, Lucas Couture, Felix Burkes, Ronald Harb, Mohammed Camlioglu, Errol Gologan, Adrian Pelsser, Vincent Constantin, André Greenwood, Celia M.T. Tejpar, Sabine Kavan, Petr Kleinman, Claudia L. Batist, Gerald Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer |
title | 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_short | 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 |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8087915/ https://www.ncbi.nlm.nih.gov/pubmed/33931971 http://dx.doi.org/10.1002/ctm2.401 |
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