Model‐Free and Model‐based Parameters Derived From CAIPIRINHA‐Dixon‐TWIST‐VIBE DCE‐MRI: Associations With Prognostic Factors and Molecular Subtypes of Invasive Ductal Breast Cancer

扭转 乳腺癌 医学 肿瘤科 内科学 病理 癌症研究 癌症 放射科 数学 几何学
作者
Tianwen Xie,Tingting Jiang,Qiufeng Zhao,Caixia Fu,Dominik Nickel,Weijun Peng,Yajia Gu
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:58 (1): 81-92 被引量:3
标识
DOI:10.1002/jmri.28533
摘要

CAIPIRINHA-Dixon-TWIST-VIBE (CDTV) dynamic contrast-enhanced MRI (DCE-MRI) can be used to characterize breast cancer. However, the influence of the clinicopathologic factors and molecular subtypes of invasive breast carcinoma (IDC) on the model-free and model-based parameters has not been investigated.To compare model-free and model-based parameters of CDTV DCE-MRI with both clinicopathologic factors and molecular subtypes of IDC.Prospective.A total of 152 patients (mean age, 52 years) with IDC including 42 luminal A, 64 luminal B, 22 human epidermal growth factor receptor-2 (HER2) positive, and 24 triple-negative subtypes.A 3 T; turbo-FLASH, Dixon VIBE, and CDTV.Model-free parameters (initial enhancement rate [IER] and maximum slope [MS]) were estimated from the time-intensity curve. The mean, minimum, maximum, and range between the minimum and maximum values of inline model-based parameters (Ktrans , kep , and ve ) were measured to assess intratumoral heterogeneity of IDC lesions.Student's t tests, Mann-Whitney U tests, Kruskal-Wallis tests, post hoc Steel-Dwass tests, and receiver operating characteristic (ROC) curves. P < 0.05 was considered significant.No significant differences in IER and MS values were seen among the clinicopathologic factors and molecular subtypes (Bonferroni-corrected P = 0.011-0.862, P = 0.145-0.601, respectively). The minimum kep values in HER2-positive IDC were significantly lower than those in HER2-negative IDC. The mean and range kep values were independent predictors for distinguishing the high (grade 3) and low (grade 1 or 2) nuclear grade groups according to multivariable analyses. The post hoc test showed that the kep minimum and kep range values were significantly different between luminal A and HER2-positive tumor subtypes, yielding an area-under-the-curve of 0.820.Compared with the model-free parameters, inline kep related model-based parameters on CDTV DCE-MRI can be applied as a feasible tool to differentiate luminal A from HER2-positive breast cancers.2.Stage 2.
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