Diffusion Kurtosis at 3.0T as an in vivo Imaging Marker for Breast Cancer Characterization: Correlation With Prognostic Factors

医学 接收机工作特性 有效扩散系数 峰度 磁共振弥散成像 乳腺癌 斯皮尔曼秩相关系数 核医学 放射科 前瞻性队列研究 磁共振成像 病理 癌症 内科学 数学 统计
作者
Yao Huang,Yan Lin,Wei Hu,Changchun Ma,Weixun Lin,Zhening Wang,Jiahao Liang,Wei Ye,Zhao Jin,Renhua Wu
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:49 (3): 845-856 被引量:48
标识
DOI:10.1002/jmri.26249
摘要

Background Diffusion‐kurtosis imaging (DKI) has preliminarily shown promise as a relatively new MRI technique to provide useful information regarding breast lesions, but the diagnostic performance of DKI has not been fully evaluated. Purpose To compare the diagnostic accuracy of DKI, diffusion‐weighted imaging (DWI), dynamic contrast‐enhanced (DCE)‐MRI) and proton MR spectroscopy ( 1 H‐MRS) in differentiating malignant from benign breast lesions independently or jointly, and explore the correlation between DKI‐derived parameters and prognostic factors. Study Type Prospective. Subjects Seventy‐one patients with breast lesions (50 malignant, 26 benign). Sequence DKI, DWI, DCE‐MRI, and 1 H‐MRS were performed at 3.0T. Assessment Mean kurtosis (MK), mean diffusivity (MD), apparent diffusion coefficient (ADC), BI‐RADS category, and choline peaks were analyzed by two experienced radiologists. Statistical Tests Student's t ‐test was used for continuous variables; receiver operating characteristic (ROC) analysis for assessing the diagnostic accuracy of imaging parameters; Spearman or Pearson correlations for assessing the associations between imaging parameters and prognostic factors. Results MK exhibited higher area under the curves (AUCs) for differentiating malignant from benign lesions than did MD, ADC, DCE, and tCho (0.979 vs. 0.928, 0.911, 0.777, and 0.833, respectively, P < 0.05). MK showed a positive association with Ki‐67 expression ( r = 0.508) and histologic grades ( r = 0.551), whereas MD and ADC were negatively correlated with Ki‐67 expression ( r = –0.416 and r = –0.458) and histologic grades ( r = –0.411 and r = –0.319). Moreover, MK showed relatively higher AUCs compared with MD and ADC in detecting breast cancers with lymph nodal involvement, histologic grades, and Ki‐67 expression. Data Conclusion MK has higher diagnostic accuracy compared with ADC, DCE, and tCho regarding detection of breast cancer. Moreover, DKI shows promise as a quantitative imaging technique for characterizing breast lesions, highlighting the potential utility of MK as a promising imaging marker for predicting tumor aggressiveness. Level of Evidence: 2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;49:845–856.

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