Limited role of DWI with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced MRI
Abstract Background Available data proving the value of DWI for breast cancer diagnosis is mainly for enhancing masses; DWI may be less sensitive and specific in non-mass enhancement (NME) lesions. The objective of this study was to assess the diagnostic accuracy of DWI using different ROI measureme...
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doaj-9b3a1d812aff4a4e9cb91a1dba3936c22021-04-02T16:11:48ZengBMCBreast Cancer Research1465-542X2019-12-0121111010.1186/s13058-019-1208-yLimited role of DWI with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced MRIDaly Avendano0Maria Adele Marino1Doris Leithner2Sunitha Thakur3Blanca Bernard-Davila4Danny F. Martinez5Thomas H. Helbich6Elizabeth A. Morris7Maxine S. Jochelson8Pascal A. T. Baltzer9Paola Clauser10Panagiotis Kapetas11Katja Pinker12Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer CenterDepartment of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer CenterDepartment of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer CenterDepartment of Medical Physics, Memorial Sloan Kettering Cancer CenterDepartment of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer CenterDepartment of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer CenterDivision of Molecular and Gender Imaging, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of ViennaDepartment of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer CenterDepartment of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer CenterDivision of Molecular and Gender Imaging, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of ViennaDivision of Molecular and Gender Imaging, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of ViennaDivision of Molecular and Gender Imaging, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of ViennaDepartment of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer CenterAbstract Background Available data proving the value of DWI for breast cancer diagnosis is mainly for enhancing masses; DWI may be less sensitive and specific in non-mass enhancement (NME) lesions. The objective of this study was to assess the diagnostic accuracy of DWI using different ROI measurement approaches and ADC metrics in breast lesions presenting as NME lesions on dynamic contrast-enhanced (DCE) MRI. Methods In this retrospective study, 95 patients who underwent multiparametric MRI with DCE and DWI from September 2007 to July 2013 and who were diagnosed with a suspicious NME (BI-RADS 4/5) were included. Twenty-nine patients were excluded for lesion non-visibility on DWI (n = 24: 12 benign and 12 malignant) and poor DWI quality (n = 5: 1 benign and 4 malignant). Two readers independently assessed DWI and DCE-MRI findings in two separate randomized readings using different ADC metrics and ROI approaches. NME lesions were classified as either benign (> 1.3 × 10−3 mm2/s) or malignant (≤ 1.3 × 10−3 mm2/s). Histopathology was the standard of reference. ROC curves were plotted, and AUCs were determined. Concordance correlation coefficient (CCC) was measured. Results There were 39 malignant (59%) and 27 benign (41%) lesions in 66 (65 women, 1 man) patients (mean age, 51.8 years). The mean ADC value of the darkest part of the tumor (Dptu) achieved the highest diagnostic accuracy, with AUCs of up to 0.71. Inter-reader agreement was highest with Dptu ADC max (CCC 0.42) and lowest with the point tumor (Ptu) ADC min (CCC = − 0.01). Intra-reader agreement was highest with Wtu ADC mean (CCC = 0.44 for reader 1, 0.41 for reader 2), but this was not associated with the highest diagnostic accuracy. Conclusions Diagnostic accuracy of DWI with ADC mapping is limited in NME lesions. Thirty-one percent of lesions presenting as NME on DCE-MRI could not be evaluated with DWI, and therefore, DCE-MRI remains indispensable. Best results were achieved using Dptu 2D ROI measurement and ADC mean.https://doi.org/10.1186/s13058-019-1208-yBreast cancerMagnetic resonance imagingNon-mass enhancementDiffusion-weighted imaging |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Daly Avendano Maria Adele Marino Doris Leithner Sunitha Thakur Blanca Bernard-Davila Danny F. Martinez Thomas H. Helbich Elizabeth A. Morris Maxine S. Jochelson Pascal A. T. Baltzer Paola Clauser Panagiotis Kapetas Katja Pinker |
spellingShingle |
Daly Avendano Maria Adele Marino Doris Leithner Sunitha Thakur Blanca Bernard-Davila Danny F. Martinez Thomas H. Helbich Elizabeth A. Morris Maxine S. Jochelson Pascal A. T. Baltzer Paola Clauser Panagiotis Kapetas Katja Pinker Limited role of DWI with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced MRI Breast Cancer Research Breast cancer Magnetic resonance imaging Non-mass enhancement Diffusion-weighted imaging |
author_facet |
Daly Avendano Maria Adele Marino Doris Leithner Sunitha Thakur Blanca Bernard-Davila Danny F. Martinez Thomas H. Helbich Elizabeth A. Morris Maxine S. Jochelson Pascal A. T. Baltzer Paola Clauser Panagiotis Kapetas Katja Pinker |
author_sort |
Daly Avendano |
title |
Limited role of DWI with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced MRI |
title_short |
Limited role of DWI with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced MRI |
title_full |
Limited role of DWI with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced MRI |
title_fullStr |
Limited role of DWI with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced MRI |
title_full_unstemmed |
Limited role of DWI with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced MRI |
title_sort |
limited role of dwi with apparent diffusion coefficient mapping in breast lesions presenting as non-mass enhancement on dynamic contrast-enhanced mri |
publisher |
BMC |
series |
Breast Cancer Research |
issn |
1465-542X |
publishDate |
2019-12-01 |
description |
Abstract Background Available data proving the value of DWI for breast cancer diagnosis is mainly for enhancing masses; DWI may be less sensitive and specific in non-mass enhancement (NME) lesions. The objective of this study was to assess the diagnostic accuracy of DWI using different ROI measurement approaches and ADC metrics in breast lesions presenting as NME lesions on dynamic contrast-enhanced (DCE) MRI. Methods In this retrospective study, 95 patients who underwent multiparametric MRI with DCE and DWI from September 2007 to July 2013 and who were diagnosed with a suspicious NME (BI-RADS 4/5) were included. Twenty-nine patients were excluded for lesion non-visibility on DWI (n = 24: 12 benign and 12 malignant) and poor DWI quality (n = 5: 1 benign and 4 malignant). Two readers independently assessed DWI and DCE-MRI findings in two separate randomized readings using different ADC metrics and ROI approaches. NME lesions were classified as either benign (> 1.3 × 10−3 mm2/s) or malignant (≤ 1.3 × 10−3 mm2/s). Histopathology was the standard of reference. ROC curves were plotted, and AUCs were determined. Concordance correlation coefficient (CCC) was measured. Results There were 39 malignant (59%) and 27 benign (41%) lesions in 66 (65 women, 1 man) patients (mean age, 51.8 years). The mean ADC value of the darkest part of the tumor (Dptu) achieved the highest diagnostic accuracy, with AUCs of up to 0.71. Inter-reader agreement was highest with Dptu ADC max (CCC 0.42) and lowest with the point tumor (Ptu) ADC min (CCC = − 0.01). Intra-reader agreement was highest with Wtu ADC mean (CCC = 0.44 for reader 1, 0.41 for reader 2), but this was not associated with the highest diagnostic accuracy. Conclusions Diagnostic accuracy of DWI with ADC mapping is limited in NME lesions. Thirty-one percent of lesions presenting as NME on DCE-MRI could not be evaluated with DWI, and therefore, DCE-MRI remains indispensable. Best results were achieved using Dptu 2D ROI measurement and ADC mean. |
topic |
Breast cancer Magnetic resonance imaging Non-mass enhancement Diffusion-weighted imaging |
url |
https://doi.org/10.1186/s13058-019-1208-y |
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