Title | Feasibility analysis of early temporal kinetics as a surrogate marker for breast tumor type, grade, and aggressiveness. |
Publication Type | Journal Article |
Year of Publication | 2018 |
Authors | Heacock L, Lewin AA, Gao Y, Babb JS, Heller SL, Melsaether AN, Bagadiya N, Kim SG, Moy L |
Journal | J Magn Reson Imaging |
Volume | 47 |
Issue | 6 |
Pagination | 1692-1700 |
Date Published | 2018 06 |
ISSN | 1522-2586 |
Keywords | Adult, Aged, Aged, 80 and over, Biomarkers, Tumor, Biopsy, Breast Neoplasms, Feasibility Studies, Female, Humans, Image Processing, Computer-Assisted, Kinetics, Middle Aged, Neoplasm Invasiveness, Neovascularization, Pathologic, Reproducibility of Results, Retrospective Studies, Sensitivity and Specificity |
Abstract | 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 -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. LEVEL OF EVIDENCE: 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:1692-1700. |
DOI | 10.1002/jmri.25897 |
Alternate Journal | J Magn Reson Imaging |
PubMed ID | 29178258 |
PubMed Central ID | PMC5971123 |
Grant List | R01 CA160620 / CA / NCI NIH HHS / United States |
Related Institute:
MRI Research Institute (MRIRI)