Is there a correlation between 3T multiparametric MRI and molecular subtypes of breast cancer?

医学 乳腺癌 逻辑回归 孕酮受体 接收机工作特性 三阴性乳腺癌 曼惠特尼U检验 相关性 病理 磁共振成像 癌症 核医学 一致性 雌激素受体 内科学 放射科 几何学 数学
作者
Stefania Montemezzi,Lucia Camera,Maria Grazia Giri,A Pozzetto,Anna Caliò,G. Meliadò,Francesca Caumo,Carlo Cavedon
出处
期刊:European Journal of Radiology [Elsevier]
卷期号:108: 120-127 被引量:39
标识
DOI:10.1016/j.ejrad.2018.09.024
摘要

Objectives To test whether 3 T multiparametric magnetic resonance imaging (mMRI) provides information related to molecular subtypes of breast cancer. Methods Women with mammographic or US findings of breast lesions (BI-RADS 4–5) underwent 3 T mMRI (DCE, DWI and MR spectroscopy). The histological type of breast cancer was assessed. Estrogen-receptor (ER), progesterone-receptor (PgR), Ki-67 status and HER-2 expression, assessed by immunohistochemistry (IHC), defined four molecular subtypes: Luminal-A, Luminal-B, HER2-enriched and triple-negative. Non-parametric tests (Kruskal-Wallis, k-sample equality of medians, and Mann-Whitney), logistic regression or ANOVA, and a multivariate analysis were performed to investigate correlations between the four molecular subtypes and mMRI (lesion volume, margins or distribution, enhancement pattern, ADC, type of kinetic curve, and total choline (tCho) signal-to-noise-ratio (SNR)). A ROC analysis was finally performed to test the diagnostic power of a multivariate logistic regression model. Results 433 patients (453 lesions) were considered. Volume was smaller in Luminal-B and larger in triple-negative tumours compared to the other subtypes combined. Margins were significantly correlated to Luminal-A and Luminal-B. The type of curve was significantly correlated to Luminal-A. ADC values were higher in Luminal-A. tCho SNR was higher in triple-negative tumours. The ROC analysis showed that the area under the curve (AUC) significantly improved when multiple MRI features were used compared to individual parameters. Conclusions A significant correlation was found between some MRI features and molecular subtypes of breast tumours. A multiparametric approach improved the diagnostic power of MRI. However, further research is needed in order to predict the molecular subtype on the sole basis of mMRI.
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