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Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component
BACKGROUND: Somatic copy number aberrations (CNAs) are common acquired changes in cancer cells having an important role in the progression of colon cancer (colorectal cancer, CRC). This study aimed to perform a characterisation of CNA and their impact in gene expression. METHODS: Copy number aberrat...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5537504/ https://www.ncbi.nlm.nih.gov/pubmed/28683472 http://dx.doi.org/10.1038/bjc.2017.208 |
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author | Alonso, M Henar Aussó, Susanna Lopez-Doriga, Adriana Cordero, David Guinó, Elisabet Solé, Xavier Barenys, Mercè de Oca, Javier Capella, Gabriel Salazar, Ramón Sanz-Pamplona, Rebeca Moreno, Victor |
author_facet | Alonso, M Henar Aussó, Susanna Lopez-Doriga, Adriana Cordero, David Guinó, Elisabet Solé, Xavier Barenys, Mercè de Oca, Javier Capella, Gabriel Salazar, Ramón Sanz-Pamplona, Rebeca Moreno, Victor |
author_sort | Alonso, M Henar |
collection | PubMed |
description | BACKGROUND: Somatic copy number aberrations (CNAs) are common acquired changes in cancer cells having an important role in the progression of colon cancer (colorectal cancer, CRC). This study aimed to perform a characterisation of CNA and their impact in gene expression. METHODS: Copy number aberrations were inferred from SNP array data in a series of 99 CRC. Copy number aberration events were calculated and used to assess the association between copy number dosage, clinical and molecular characteristics of the tumours, and gene expression changes. All analyses were adjusted for the quantity of stroma in each sample, which was inferred from gene expression data. RESULTS: High heterogeneity among samples was observed; the proportion of altered genome ranged between 0.04 and 26.6%. Recurrent CNA regions with gains were frequent in chromosomes 7p, 8q, 13q, and 20, whereas 8p, 17p, and 18 cumulated losses. A significant positive correlation was observed between the number of somatic mutations and total CNA (Spearman’s r=0.42, P=0.006). Approximately 37% of genes located in CNA regions changed their level of expression and the average partial correlation (adjusted for stromal content) with copy number was 0.54 (interquartile range 0.20 to 0.81). Altered genes showed enrichment in pathways relevant for CRC. Tumours classified as CMS2 and CMS4 by the consensus molecular subtyping showed higher frequency of CNA. Losses of one small region in 1p36.33, with gene CDK11B, were associated with poor prognosis. More than 66% of the recurrent CNA were validated in the The Cancer Genome Atlas (TCGA) data when analysed with the same procedure. Furthermore, 79% of the genes with altered expression in our data were validated in the TCGA. CONCLUSIONS: Although CNA are frequent events in microsatellite stable CRC, few focal recurrent regions were found. These aberrations have strong effects on gene expression and contribute to deregulate relevant cancer pathways. Owing to the diploid nature of stromal cells, it is important to consider the purity of tumour samples to accurately calculate CNA events in CRC. |
format | Online Article Text |
id | pubmed-5537504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-55375042018-07-25 Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component Alonso, M Henar Aussó, Susanna Lopez-Doriga, Adriana Cordero, David Guinó, Elisabet Solé, Xavier Barenys, Mercè de Oca, Javier Capella, Gabriel Salazar, Ramón Sanz-Pamplona, Rebeca Moreno, Victor Br J Cancer Genetics & Genomics BACKGROUND: Somatic copy number aberrations (CNAs) are common acquired changes in cancer cells having an important role in the progression of colon cancer (colorectal cancer, CRC). This study aimed to perform a characterisation of CNA and their impact in gene expression. METHODS: Copy number aberrations were inferred from SNP array data in a series of 99 CRC. Copy number aberration events were calculated and used to assess the association between copy number dosage, clinical and molecular characteristics of the tumours, and gene expression changes. All analyses were adjusted for the quantity of stroma in each sample, which was inferred from gene expression data. RESULTS: High heterogeneity among samples was observed; the proportion of altered genome ranged between 0.04 and 26.6%. Recurrent CNA regions with gains were frequent in chromosomes 7p, 8q, 13q, and 20, whereas 8p, 17p, and 18 cumulated losses. A significant positive correlation was observed between the number of somatic mutations and total CNA (Spearman’s r=0.42, P=0.006). Approximately 37% of genes located in CNA regions changed their level of expression and the average partial correlation (adjusted for stromal content) with copy number was 0.54 (interquartile range 0.20 to 0.81). Altered genes showed enrichment in pathways relevant for CRC. Tumours classified as CMS2 and CMS4 by the consensus molecular subtyping showed higher frequency of CNA. Losses of one small region in 1p36.33, with gene CDK11B, were associated with poor prognosis. More than 66% of the recurrent CNA were validated in the The Cancer Genome Atlas (TCGA) data when analysed with the same procedure. Furthermore, 79% of the genes with altered expression in our data were validated in the TCGA. CONCLUSIONS: Although CNA are frequent events in microsatellite stable CRC, few focal recurrent regions were found. These aberrations have strong effects on gene expression and contribute to deregulate relevant cancer pathways. Owing to the diploid nature of stromal cells, it is important to consider the purity of tumour samples to accurately calculate CNA events in CRC. Nature Publishing Group 2017-07-25 2017-07-06 /pmc/articles/PMC5537504/ /pubmed/28683472 http://dx.doi.org/10.1038/bjc.2017.208 Text en Copyright © 2017 Cancer Research UK http://creativecommons.org/licenses/by-nc-sa/4.0/ From twelve months after its original publication, this work is licensed under the Creative Commons Attribution-NonCommercial-Share Alike 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/ |
spellingShingle | Genetics & Genomics Alonso, M Henar Aussó, Susanna Lopez-Doriga, Adriana Cordero, David Guinó, Elisabet Solé, Xavier Barenys, Mercè de Oca, Javier Capella, Gabriel Salazar, Ramón Sanz-Pamplona, Rebeca Moreno, Victor Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component |
title | Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component |
title_full | Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component |
title_fullStr | Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component |
title_full_unstemmed | Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component |
title_short | Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component |
title_sort | comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component |
topic | Genetics & Genomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5537504/ https://www.ncbi.nlm.nih.gov/pubmed/28683472 http://dx.doi.org/10.1038/bjc.2017.208 |
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