Feasibility analysis of early temporal kinetics as a surrogate marker for breast tumor type, grade, and aggressiveness

被引:13
作者
Heacock, Laura [1 ]
Lewin, Alana A. [1 ]
Gao, Yiming [1 ]
Babb, James S. [1 ]
Heller, Samantha L. [1 ]
Melsaether, Amy N. [1 ,2 ]
Bagadiya, Neeti [1 ]
Kim, Sungheon G. [1 ,2 ]
Moy, Linda [1 ,2 ]
机构
[1] NYU, Dept Radiol, Sch Med, Bernard & Irene Schwartz Ctr Biomed Imaging, 560 1St Ave, New York, NY 10016 USA
[2] NYU, Sch Med, Ctr Adv Imaging Innovat & Res R CAI2, New York, NY USA
基金
美国国家卫生研究院;
关键词
breast MRI; temporal kinetics; breast cancer screening; CARCINOMA IN-SITU; DIGITAL MAMMOGRAPHY; MRI PROTOCOL; DCE-MRI; CANCER; WOMEN; ENHANCEMENT; RESOLUTION; LESIONS; RISK;
D O I
10.1002/jmri.25897
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Screening breast MRI has been shown to preferentially detect high-grade ductal carcinoma in situ (DCIS) and invasive carcinoma, likely due to increased angiogenesis resulting in early initial uptake of contrast. As interest grows in abbreviated screening breast MRI (AB-MRI), markers of early contrast washin that can predict tumor grade and potential aggressiveness are of clinical interest. Purpose: To evaluate the feasibility of using the initial enhancement ratio (IER) as a surrogate marker for tumor grade, hormone receptor status, and prognostic markers, as an initial step to being incorporated into AB-MRI. Study Type: Retrospective. Subjects: In all, 162 women (mean 55.0 years, range 32.8-87.7 years) with 187 malignancies imaged January 2012-November 2015. Field Strength/Sequence: Images were acquired at 3.0T with a T-1-weighted gradient echo fat-suppressed-volume interpolated breath-hold sequence. Assessment: Subjects underwent dynamic contrast-enhanced breast MRI with a 7-channel breast coil. IER (% signal increase over baseline at the first postcontrast acquisition) was assessed and correlated with background parenchymal enhancement, washout curves, stage, and final pathology. Statistical Tests: Chi-square test, Spearman rank correlation, Mann-Whitney U-tests, Bland-Altman analysis, and receiver operating characteristic curve analysis. Results: IER was higher for invasive cancer than for DCIS (R1/R2, P < 0.001). IER increased with tumor grade (R1: r=0.56, P < 0.001, R2: r=0.50, P < 0.001), as ki-67 increased (R1: r=0.35, P < 0.001; R2 r=0.35, P < 0.001), and for node-positive disease (R1/R2, P=0.001). IER was higher for human epidermal growth factor receptor two-positive and triple negative cancers than for estrogen receptor-positive / progesterone receptor-positive tumors (R1 P < 0.001-0.002; R2 P=0.0.001-0.011). IER had higher sensitivity (80.6% vs. 75.5%) and specificity (55.8% vs. 48.1%) than washout curves for positive nodes, higher specificity (48.1% vs. 36.5%) and positive predictive value (70.2% vs. 66.7%) for high ki-67, and excellent interobserver agreement (intraclass correlation coefficient=0.82). Data Conclusion: IER, a measurement of early contrast washin, is associated with higher-grade malignancies and tumor aggressiveness and might be potentially incorporated into an AB-MRI protocol. Technical Efficacy: Stage 2
引用
收藏
页码:1692 / 1700
页数:9
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