JOURNAL ARTICLE

Differentiation of malignant and benign breast lesions using magnetization transfer imaging and dynamic contrast‐enhanced MRI

Samantha L. HellerLinda MoySherlin LavianliviMelanie MoccaldiSungheon Kim

Year: 2012 Journal:   Journal of Magnetic Resonance Imaging Vol: 37 (1)Pages: 138-145   Publisher: Wiley

Abstract

Abstract Purpose: To evaluate feasibility of using magnetization transfer ratio (MTR) in conjunction with dynamic contrast‐enhanced MRI (DCE‐MRI) for differentiation of benign and malignant breast lesions at 3 Tesla. Materials and Methods: This prospective study was IRB and HIPAA compliant. DCE‐MRI scans followed by MT imaging were performed on 41 patients. Regions of interest (ROIs) were drawn on co‐registered MTR and DCE postcontrast images for breast structures, including benign lesions (BL) and malignant lesions (ML). Initial enhancement ratio (IER) and delayed enhancement ratio (DER) were calculated, as were normalized MTR, DER, and IER (NMTR, NDER, NIER) values. Diagnostic accuracy analysis was performed. Results: Mean MTR in ML was lower than in BL ( P < 0.05); mean DER and mean IER in ML were significantly higher than in BL ( P < 0.01, P < 0.001). NMTR, NDER, and NIER were significantly lower in ML versus BL ( P < 0.007, P < 0.001, P < 0.001). IER had highest diagnostic accuracy (77.6%), sensitivity (86.2%), and area under the ROC curve (.879). MTR specificity was 100%. Logistic regression modeling with NMTR and NIER yielded best results for BL versus ML (sensitivity 93.1%, specificity 80%, AUC 0.884, accuracy 83.7%). Conclusion: Isolated quantitative DCE analysis may increase specificity of breast MR for differentiating BL and ML. DCE‐MRI with NMTR may produce a robust means of evaluating breast lesions. J. Magn. Reson. Imaging 2013;37:138–145. © 2012 Wiley Periodicals, Inc.

Keywords:
Medicine Dynamic contrast Nuclear medicine Magnetic resonance imaging Area under the curve Dynamic contrast-enhanced MRI Breast MRI Magnetization transfer Receiver operating characteristic Diagnostic accuracy Breast cancer Radiology Mammography Internal medicine Cancer

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21
Cited By
1.06
FWCI (Field Weighted Citation Impact)
33
Refs
0.76
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

MRI in cancer diagnosis
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
Advanced MRI Techniques and Applications
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
Radiomics and Machine Learning in Medical Imaging
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging

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