Background parenchymal enhancement on breast MRI as a prognostic surrogate: Correlation with breast cancer Oncotype Dx score Journal Article
| Authors: | Zhang, M.; Sadinski, M.; Haddad, D.; Bae, M. S.; Martinez, D.; Morris, E. A.; Gibbs, P.; Sutton, E. J. |
| Article Title: | Background parenchymal enhancement on breast MRI as a prognostic surrogate: Correlation with breast cancer Oncotype Dx score |
| Abstract: | Purpose: Breast MRI background parenchymal enhancement (BPE) can potentially serve as a prognostic marker, by possible correlation with molecular subtype. Oncotype Dx, a gene assay, is a prognostic and predictive surrogate for tumor aggressiveness and treatment response. The purpose of this study was to investigate the association between contralateral non-tumor breast magnetic resonance imaging (MRI) background parenchymal enhancement and tumor oncotype score. Methods: In this retrospective study, patients with ER+ and HER2− early stage invasive ductal carcinoma who underwent preoperative breast MRI, oncotype risk scoring, and breast conservation surgery from 2008–2010 were identified. After registration, BPE from the pre and three post-contrast phases was automatically extracted using a k-means clustering algorithm. Four metrics were calculated: initial enhancement (IE) relative to the pre-contrast signal, late enhancement, overall enhancement (OE), and area under the enhancement curve (AUC). Histogram analysis was performed to determine first order metrics which were compared to oncotype risk score groups using Mann–Whitney tests and Spearman rank correlation analysis. Results: This study included 80 women (mean age = 51.1 ± 10.3 years); 46 women were categorized as low risk (≤17) and 34 women were categorized as intermediate/high risk (≥18) according to Oncotype Dx. For the mean of the top 10% pixels, significant differences were noted for IE (p = 0.032), OE (p = 0.049), and AUC (p = 0.044). Using the risk score as a continuous variable, correlation analysis revealed a weak but significant correlation with the mean of the top 10% pixels for IE (r = 0.26, p = 0.02), OE (r = 0.25, p = 0.02), and AUC (r = 0.27, p = 0.02). Conclusion: BPE metrics of enhancement in the non-tumor breast are associated with tumor Oncotype Dx recurrence score, suggesting that the breast microenvironment may relate to likelihood of recurrence and magnitude of chemotherapy benefit. © Copyright © 2021 Zhang, Sadinski, Haddad, Bae, Martinez, Morris, Gibbs and Sutton. |
| Keywords: | middle aged; major clinical study; area under the curve; cancer staging; nuclear magnetic resonance imaging; magnetic resonance imaging; clinical practice; breast cancer; retrospective study; correlation analysis; algorithm; contrast enhancement; neoadjuvant chemotherapy; predictive value; receiver operating characteristic; background parenchymal enhancement; gadolinium pentetate meglumine; human; female; article; oncotype; risk score |
| Journal Title: | Frontiers in Oncology |
| Volume: | 10 |
| ISSN: | 2234-943X |
| Publisher: | Frontiers Media S.A. |
| Date Published: | 2021-02-04 |
| Start Page: | 595820 |
| Language: | English |
| DOI: | 10.3389/fonc.2020.595820 |
| PROVIDER: | scopus |
| PMCID: | PMC7890019 |
| PUBMED: | 33614481 |
| DOI/URL: | |
| Notes: | Article -- Export Date: 1 April 2021 -- Source: Scopus |
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