Contralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients

Purpose: To assess whether contralateral parenchymal enhancement (CPE) on MRI is associated with gene expression pathways in ER+/HER2-breast cancer, and if so, whether such pathways are related to survival. Methods: Preoperative breast MRIs were analyzed of early ER+/HER2-breast cancer patients elig...

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Autores principales: Max A.A. Ragusi, Tycho Bismeijer, Bas H.M. van der Velden, Claudette E. Loo, Sander Canisius, Jelle Wesseling, Lodewyk F.A. Wessels, Sjoerd G. Elias, Kenneth G.A. Gilhuijs
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Publicado: Elsevier 2021
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Acceso en línea:https://doaj.org/article/a7a1e711194c46f9bfc41983bd3be40b
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spelling oai:doaj.org-article:a7a1e711194c46f9bfc41983bd3be40b2021-11-10T04:18:02ZContralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients1532-308010.1016/j.breast.2021.11.002https://doaj.org/article/a7a1e711194c46f9bfc41983bd3be40b2021-12-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S096097762100984Xhttps://doaj.org/toc/1532-3080Purpose: To assess whether contralateral parenchymal enhancement (CPE) on MRI is associated with gene expression pathways in ER+/HER2-breast cancer, and if so, whether such pathways are related to survival. Methods: Preoperative breast MRIs were analyzed of early ER+/HER2-breast cancer patients eligible for breast-conserving surgery included in a prospective observational cohort study (MARGINS). The contralateral parenchyma was segmented and CPE was calculated as the average of the top-10% delayed enhancement. Total tumor RNA sequencing was performed and gene set enrichment analysis was used to reveal gene expression pathways associated with CPE (N = 226) and related to overall survival (OS) and invasive disease-free survival (IDFS) in multivariable survival analysis. The latter was also done for the METABRIC cohort (N = 1355). Results: CPE was most strongly correlated with proteasome pathways (normalized enrichment statistic = 2.04, false discovery rate = .11). Patients with high CPE showed lower tumor proteasome gene expression. Proteasome gene expression had a hazard ratio (HR) of 1.40 (95% CI = 0.89, 2.16; P = .143) for OS in the MARGINS cohort and 1.53 (95% CI = 1.08, 2.14; P = .017) for IDFS, in METABRIC proteasome gene expression had an HR of 1.09 (95% CI = 1.01, 1.18; P = .020) for OS and 1.10 (95% CI = 1.02, 1.18; P = .012) for IDFS. Conclusion: CPE was negatively correlated with tumor proteasome gene expression in early ER+/HER2-breast cancer patients. Low tumor proteasome gene expression was associated with improved survival in the METABRIC data.Max A.A. RagusiTycho BismeijerBas H.M. van der VeldenClaudette E. LooSander CanisiusJelle WesselingLodewyk F.A. WesselsSjoerd G. EliasKenneth G.A. GilhuijsElsevierarticleBreast neoplasmMagnetic resonance imagingGene expressionProteasome endopeptidase complexParenchymal tissueNeoplasms. Tumors. Oncology. Including cancer and carcinogensRC254-282ENBreast, Vol 60, Iss , Pp 230-237 (2021)
institution DOAJ
collection DOAJ
language EN
topic Breast neoplasm
Magnetic resonance imaging
Gene expression
Proteasome endopeptidase complex
Parenchymal tissue
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
RC254-282
spellingShingle Breast neoplasm
Magnetic resonance imaging
Gene expression
Proteasome endopeptidase complex
Parenchymal tissue
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
RC254-282
Max A.A. Ragusi
Tycho Bismeijer
Bas H.M. van der Velden
Claudette E. Loo
Sander Canisius
Jelle Wesseling
Lodewyk F.A. Wessels
Sjoerd G. Elias
Kenneth G.A. Gilhuijs
Contralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients
description Purpose: To assess whether contralateral parenchymal enhancement (CPE) on MRI is associated with gene expression pathways in ER+/HER2-breast cancer, and if so, whether such pathways are related to survival. Methods: Preoperative breast MRIs were analyzed of early ER+/HER2-breast cancer patients eligible for breast-conserving surgery included in a prospective observational cohort study (MARGINS). The contralateral parenchyma was segmented and CPE was calculated as the average of the top-10% delayed enhancement. Total tumor RNA sequencing was performed and gene set enrichment analysis was used to reveal gene expression pathways associated with CPE (N = 226) and related to overall survival (OS) and invasive disease-free survival (IDFS) in multivariable survival analysis. The latter was also done for the METABRIC cohort (N = 1355). Results: CPE was most strongly correlated with proteasome pathways (normalized enrichment statistic = 2.04, false discovery rate = .11). Patients with high CPE showed lower tumor proteasome gene expression. Proteasome gene expression had a hazard ratio (HR) of 1.40 (95% CI = 0.89, 2.16; P = .143) for OS in the MARGINS cohort and 1.53 (95% CI = 1.08, 2.14; P = .017) for IDFS, in METABRIC proteasome gene expression had an HR of 1.09 (95% CI = 1.01, 1.18; P = .020) for OS and 1.10 (95% CI = 1.02, 1.18; P = .012) for IDFS. Conclusion: CPE was negatively correlated with tumor proteasome gene expression in early ER+/HER2-breast cancer patients. Low tumor proteasome gene expression was associated with improved survival in the METABRIC data.
format article
author Max A.A. Ragusi
Tycho Bismeijer
Bas H.M. van der Velden
Claudette E. Loo
Sander Canisius
Jelle Wesseling
Lodewyk F.A. Wessels
Sjoerd G. Elias
Kenneth G.A. Gilhuijs
author_facet Max A.A. Ragusi
Tycho Bismeijer
Bas H.M. van der Velden
Claudette E. Loo
Sander Canisius
Jelle Wesseling
Lodewyk F.A. Wessels
Sjoerd G. Elias
Kenneth G.A. Gilhuijs
author_sort Max A.A. Ragusi
title Contralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients
title_short Contralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients
title_full Contralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients
title_fullStr Contralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients
title_full_unstemmed Contralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients
title_sort contralateral parenchymal enhancement on mri is associated with tumor proteasome pathway gene expression and overall survival of early er+/her2-breast cancer patients
publisher Elsevier
publishDate 2021
url https://doaj.org/article/a7a1e711194c46f9bfc41983bd3be40b
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