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Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer
We report three signatures produced from SHARPIN gene copy number increase (GCN-Increase) and their effects on patients with breast cancer (BC). In the Metabric dataset (n = 2059, cBioPortal), SHARPIN GCN-Increase occurs preferentially or mutual exclusively with mutations in TP53, PIK3CA, and CDH1....
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5582379/ https://www.ncbi.nlm.nih.gov/pubmed/28879097 http://dx.doi.org/10.1016/j.bbacli.2017.07.004 |
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author | Ojo, Diane Seliman, Maryam Tang, Damu |
author_facet | Ojo, Diane Seliman, Maryam Tang, Damu |
author_sort | Ojo, Diane |
collection | PubMed |
description | We report three signatures produced from SHARPIN gene copy number increase (GCN-Increase) and their effects on patients with breast cancer (BC). In the Metabric dataset (n = 2059, cBioPortal), SHARPIN GCN-Increase occurs preferentially or mutual exclusively with mutations in TP53, PIK3CA, and CDH1. These genomic alterations constitute a signature (SigMut) that significantly correlates with reductions in overall survival (OS) in BC patients (n = 1980; p = 1.081e − 6). Additionally, SHARPIN GCN-Increase is associated with 4220 differentially expressed genes (DEGs). These DEGs are enriched in activation of the pathways regulating cell cycle progression, RNA transport, ribosome biosynthesis, DNA replication, and in downregulation of the pathways related to extracellular matrix. These DEGs are thus likely to facilitate the proliferation and metastasis of BC cells. Additionally, through forward (FWD) and backward (BWD) stepwise variate selections among the top 160 downregulated and top 200 upregulated DEGs using the Cox regression model, a 6-gene (SigFWD) and a 50-gene (SigBWD) signature were derived. Both signatures robustly associate with decreases in OS in BC patients within the Curtis (n = 1980; p = 6.16e − 11 for SigFWD; p = 1.06e − 10, for SigBWD) and TCGA cohort (n = 817; p = 4.53e − 4 for SigFWD and p = 0.00525 for SigBWD). After adjusting for known clinical factors, SigMut (HR 1.21, p = 0.0297), SigBWD (HR 1.25, p = 0.0263), and likely SigFWD (HR 1.17, p = 0.062) remain independent risk factors of BC deaths. Furthermore, the proportion of patients positive for these signatures is significantly increased in ER −, Her2-enriched, basal-like, and claudin-low BCs compared to ER + and luminal BCs. Collectively, these SHARPIN GCN-Increase-derived signatures may have clinical applications in management of patients with BC. |
format | Online Article Text |
id | pubmed-5582379 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-55823792017-09-06 Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer Ojo, Diane Seliman, Maryam Tang, Damu BBA Clin Regular Article We report three signatures produced from SHARPIN gene copy number increase (GCN-Increase) and their effects on patients with breast cancer (BC). In the Metabric dataset (n = 2059, cBioPortal), SHARPIN GCN-Increase occurs preferentially or mutual exclusively with mutations in TP53, PIK3CA, and CDH1. These genomic alterations constitute a signature (SigMut) that significantly correlates with reductions in overall survival (OS) in BC patients (n = 1980; p = 1.081e − 6). Additionally, SHARPIN GCN-Increase is associated with 4220 differentially expressed genes (DEGs). These DEGs are enriched in activation of the pathways regulating cell cycle progression, RNA transport, ribosome biosynthesis, DNA replication, and in downregulation of the pathways related to extracellular matrix. These DEGs are thus likely to facilitate the proliferation and metastasis of BC cells. Additionally, through forward (FWD) and backward (BWD) stepwise variate selections among the top 160 downregulated and top 200 upregulated DEGs using the Cox regression model, a 6-gene (SigFWD) and a 50-gene (SigBWD) signature were derived. Both signatures robustly associate with decreases in OS in BC patients within the Curtis (n = 1980; p = 6.16e − 11 for SigFWD; p = 1.06e − 10, for SigBWD) and TCGA cohort (n = 817; p = 4.53e − 4 for SigFWD and p = 0.00525 for SigBWD). After adjusting for known clinical factors, SigMut (HR 1.21, p = 0.0297), SigBWD (HR 1.25, p = 0.0263), and likely SigFWD (HR 1.17, p = 0.062) remain independent risk factors of BC deaths. Furthermore, the proportion of patients positive for these signatures is significantly increased in ER −, Her2-enriched, basal-like, and claudin-low BCs compared to ER + and luminal BCs. Collectively, these SHARPIN GCN-Increase-derived signatures may have clinical applications in management of patients with BC. Elsevier 2017-08-24 /pmc/articles/PMC5582379/ /pubmed/28879097 http://dx.doi.org/10.1016/j.bbacli.2017.07.004 Text en © 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Regular Article Ojo, Diane Seliman, Maryam Tang, Damu Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer |
title | Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer |
title_full | Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer |
title_fullStr | Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer |
title_full_unstemmed | Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer |
title_short | Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer |
title_sort | signatures derived from increase in sharpin gene copy number are associated with poor prognosis in patients with breast cancer |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5582379/ https://www.ncbi.nlm.nih.gov/pubmed/28879097 http://dx.doi.org/10.1016/j.bbacli.2017.07.004 |
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