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Comprehensive analysis reveals GRP94 is associated with worse prognosis of breast cancer
BACKGROUND: Breast cancer (BC) is the most common cancer diagnosed in women around the world. Glucose-related protein 94 (GRP94) is a molecular chaperone on the endoplasmic reticulum (ER) that is associated with many malignancies, although its role in breast carcinogenesis has remained unclear. This...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8798085/ https://www.ncbi.nlm.nih.gov/pubmed/35116261 http://dx.doi.org/10.21037/tcr-20-1853 |
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author | Wang, Ting Yang, Lei Li, Chunxiao Wang, Jinsong Zhang, Jingyao Zhou, Yantong Sun, Fangzhou Wang, Haijuan Ma, Fei Qian, Haili |
author_facet | Wang, Ting Yang, Lei Li, Chunxiao Wang, Jinsong Zhang, Jingyao Zhou, Yantong Sun, Fangzhou Wang, Haijuan Ma, Fei Qian, Haili |
author_sort | Wang, Ting |
collection | PubMed |
description | BACKGROUND: Breast cancer (BC) is the most common cancer diagnosed in women around the world. Glucose-related protein 94 (GRP94) is a molecular chaperone on the endoplasmic reticulum (ER) that is associated with many malignancies, although its role in breast carcinogenesis has remained unclear. This study aimed to investigate the expression of GRP94 in BC and its relationship with BC clinicopathological features and prognosis based on a comprehensive analysis. METHODS: The mutation and expression patterns of GRP94 in multiple cancers were elucidated from TCGA data. A GRP94 IS (immune score) was generated from breast tumors in Chinese women by multiplying the staining intensity and the percentage of positive cells. The relationship between GRP94 expression and clinicopathological parameters in TMA samples was identified by Spearman correlation analysis. We established a GRP94 co-expression interaction network from two databases (TCGA and STRING). Overall survival (OS) and relapse-free survival (RFS) were determined via the KM-plotter analysis platform. RESULTS: GRP94 is mutated in most cancer types, and the average mutation frequency is 1.1%. GRP94 expression in BC was in the middle of the expression levels of the analyzed cancer types. The protein level of GRP94 was significantly higher in BC tissues than in normal breast tissues. A high level of GRP94 was positively associated with the levels of PR and AR and negatively associated with the level of EGFR but was not associated with age, pathological types, pathological grades, clinical stages or the levels of ER, HER2, P53, Ki67, or CK5/6. High expression of GRP94 predicted decreased OS and RFS in BC. The cluster analysis of the GRP94 gene coexpression network showed six dominant biological events, including ribosome biogenesis, amino acid activation, ER stress, protein folding and protein localization to the nucleus, cell cycle processes and ubiquitin-protein ligase activity involved in the mitotic cell cycle. CONCLUSIONS: The study suggests that GRP94 could be a potential prognostic factor in BC. |
format | Online Article Text |
id | pubmed-8798085 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-87980852022-02-02 Comprehensive analysis reveals GRP94 is associated with worse prognosis of breast cancer Wang, Ting Yang, Lei Li, Chunxiao Wang, Jinsong Zhang, Jingyao Zhou, Yantong Sun, Fangzhou Wang, Haijuan Ma, Fei Qian, Haili Transl Cancer Res Original Article BACKGROUND: Breast cancer (BC) is the most common cancer diagnosed in women around the world. Glucose-related protein 94 (GRP94) is a molecular chaperone on the endoplasmic reticulum (ER) that is associated with many malignancies, although its role in breast carcinogenesis has remained unclear. This study aimed to investigate the expression of GRP94 in BC and its relationship with BC clinicopathological features and prognosis based on a comprehensive analysis. METHODS: The mutation and expression patterns of GRP94 in multiple cancers were elucidated from TCGA data. A GRP94 IS (immune score) was generated from breast tumors in Chinese women by multiplying the staining intensity and the percentage of positive cells. The relationship between GRP94 expression and clinicopathological parameters in TMA samples was identified by Spearman correlation analysis. We established a GRP94 co-expression interaction network from two databases (TCGA and STRING). Overall survival (OS) and relapse-free survival (RFS) were determined via the KM-plotter analysis platform. RESULTS: GRP94 is mutated in most cancer types, and the average mutation frequency is 1.1%. GRP94 expression in BC was in the middle of the expression levels of the analyzed cancer types. The protein level of GRP94 was significantly higher in BC tissues than in normal breast tissues. A high level of GRP94 was positively associated with the levels of PR and AR and negatively associated with the level of EGFR but was not associated with age, pathological types, pathological grades, clinical stages or the levels of ER, HER2, P53, Ki67, or CK5/6. High expression of GRP94 predicted decreased OS and RFS in BC. The cluster analysis of the GRP94 gene coexpression network showed six dominant biological events, including ribosome biogenesis, amino acid activation, ER stress, protein folding and protein localization to the nucleus, cell cycle processes and ubiquitin-protein ligase activity involved in the mitotic cell cycle. CONCLUSIONS: The study suggests that GRP94 could be a potential prognostic factor in BC. AME Publishing Company 2021-01 /pmc/articles/PMC8798085/ /pubmed/35116261 http://dx.doi.org/10.21037/tcr-20-1853 Text en 2021 Translational Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/. |
spellingShingle | Original Article Wang, Ting Yang, Lei Li, Chunxiao Wang, Jinsong Zhang, Jingyao Zhou, Yantong Sun, Fangzhou Wang, Haijuan Ma, Fei Qian, Haili Comprehensive analysis reveals GRP94 is associated with worse prognosis of breast cancer |
title | Comprehensive analysis reveals GRP94 is associated with worse prognosis of breast cancer |
title_full | Comprehensive analysis reveals GRP94 is associated with worse prognosis of breast cancer |
title_fullStr | Comprehensive analysis reveals GRP94 is associated with worse prognosis of breast cancer |
title_full_unstemmed | Comprehensive analysis reveals GRP94 is associated with worse prognosis of breast cancer |
title_short | Comprehensive analysis reveals GRP94 is associated with worse prognosis of breast cancer |
title_sort | comprehensive analysis reveals grp94 is associated with worse prognosis of breast cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8798085/ https://www.ncbi.nlm.nih.gov/pubmed/35116261 http://dx.doi.org/10.21037/tcr-20-1853 |
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