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Separation of benign and malignant breast lesions using dynamic contrast enhanced MRI in a biopsy cohort.
- Source :
-
Journal of magnetic resonance imaging : JMRI [J Magn Reson Imaging] 2017 May; Vol. 45 (5), pp. 1385-1393. Date of Electronic Publication: 2016 Oct 20. - Publication Year :
- 2017
-
Abstract
- Purpose: To assess the diagnostic utility of contrast kinetic analysis for breast lesions and background parenchyma of women undergoing MRI-guided biopsies, for whom standard clinical analysis had failed to separate benign and malignant lesions.<br />Materials and Methods: This study included 115 women who had indeterminate lesions based on routine diagnostic breast MRI exams and underwent an MRI (3 Tesla) -guided biopsy of one or more lesions suspicious for breast cancer. Breast dynamic contrast-enhanced (DCE)-MRI was performed using a radial stack-of-stars three-dimensional spoiled gradient echo pulse sequence and modified k-space weighted image contrast image reconstruction. Contrast kinetic model analysis was conducted to characterize the contrast enhancement patterns measured in lesions and background parenchyma (BP). The transfer rate (K <superscript>trans</superscript> ), interstitial volume fraction (v <subscript>e</subscript> ), and vascular volume fraction (v <subscript>p</subscript> ) estimated from the lesion and BP were used to separate malignant from benign lesions.<br />Results: The patients with malignant lesions had significantly (P < 0.05) higher median lesion-K <superscript>trans</superscript> (0.081 min <superscript>-1</superscript> ), higher median BP-K <superscript>trans</superscript> (0.032 min <superscript>-1</superscript> ), and BP-v <subscript>p</subscript> (0.020) than those without malignant lesions (0.056 min <superscript>-1</superscript> , 0.017 min <superscript>-1</superscript> and 0.012, respectively). The area under the receiver operating characteristic curve (AUC) of the BP-K <superscript>trans</superscript> (0.687) was highest among the single parameters and higher than that of the lesion-K <superscript>trans</superscript> (0.664). The combined logistic regression model of lesion-K <superscript>trans</superscript> , lesion-v <subscript>e</subscript> , BP-K <superscript>trans</superscript> , BP-v <subscript>e</subscript> , and BP-v <subscript>p</subscript> had the highest AUC of 0.730.<br />Conclusion: Our results suggest that the contrast kinetic analysis of DCE-MRI data can be used to differentiate the malignant lesions from the benign and high-risk lesions among the indeterminate breast lesions recommended for MRI-guided biopsy exams.<br />Level of Evidence: 3 J. MAGN. RESON. IMAGING 2017;45:1385-1393.<br /> (© 2016 International Society for Magnetic Resonance in Medicine.)
- Subjects :
- Adult
Aged
Biopsy
Breast diagnostic imaging
Breast pathology
Female
Humans
Image Interpretation, Computer-Assisted methods
Image Processing, Computer-Assisted
Kinetics
Middle Aged
Retrospective Studies
Breast Neoplasms diagnostic imaging
Breast Neoplasms pathology
Contrast Media chemistry
Magnetic Resonance Imaging
Subjects
Details
- Language :
- English
- ISSN :
- 1522-2586
- Volume :
- 45
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- Journal of magnetic resonance imaging : JMRI
- Publication Type :
- Academic Journal
- Accession number :
- 27766710
- Full Text :
- https://doi.org/10.1002/jmri.25501