TY - JOUR
T1 - Quantitative DWI implemented after DCE-MRI yields increased specificity for BI-RADS 3 and 4 breast lesions
AU - Dijkstra, Hildebrand
AU - Dorrius, Monique D.
AU - Wielema, Mirjam
AU - Pijnappel, Ruud M.
AU - Oudkerk, Matthijs
AU - Sijens, Paul E.
N1 - © 2016 Wiley Periodicals, Inc.
PY - 2016/12
Y1 - 2016/12
N2 - PurposeTo assess if specificity can be increased when semiautomated breast lesion analysis of quantitative diffusion-weighted imaging (DWI) is implemented after dynamic contrast-enhanced (DCE-) magnetic resonance imaging (MRI) in the workup of BI-RADS 3 and 4 breast lesions larger than 1cm.Materials and MethodsIn all, 120 consecutive patients (mean-age, 48 years; age range, 23-75 years) with 139 breast lesions (1cm) were examined (2010-2014) with 1.5T DCE-MRI and DWI (b=0, 50, 200, 500, 800, 1000 s/mm(2)) and the BI-RADS classification and histopathology were obtained. For each lesion malignancy was excluded using voxelwise semiautomated breast lesion analysis based on previously defined thresholds for the apparent diffusion coefficient (ADC) and the three intravoxel incoherent motion (IVIM) parameters: molecular diffusion (D-slow), microperfusion (D-fast), and the fraction of D-fast (f(fast)). The sensitivity (Se), specificity (Sp), and negative predictive value (NPV) based on only IVIM parameters combined in parallel (D-slow, D-fast, and f(fast)), or the ADC or the BI-RADS classification by DCE-MRI were compared. Subsequently, the Se, Sp, and NPV of the combination of the BI-RADS classification by DCE-MRI followed by the IVIM parameters in parallel (or the ADC) were compared.ResultsIn all, 23 of 139 breast lesions were benign. Se and Sp of DCE-MRI was 100% and 30.4% (NPV=100%). Se and Sp of IVIM parameters in parallel were 92.2% and 52.2% (NPV=57.1%) and for the ADC 95.7% and 17.4%, respectively (NPV=44.4%). In all, 26 of 139 lesions were classified as BI-RADS 3 (n=7) or BI-RADS 4 (n=19). DCE-MRI combined with ADC (Se=99.1%, Sp=34.8%) or IVIM (Se=99.1%, Sp=56.5%) did significantly improve (P=0.016) Sp of DCE-MRI alone for workup of BI-RADS 3 and 4 lesions (NPV=92.9%).ConclusionQuantitative DWI has a lower NPV compared to DCE-MRI for evaluation of breast lesions and may therefore not be able to replace DCE-MRI; when implemented after DCE-MRI as problem solver for BI-RADS 3 and 4 lesions, the combined specificity improves significantly. J. Magn. Reson. Imaging 2016;44:1642-1649.
AB - PurposeTo assess if specificity can be increased when semiautomated breast lesion analysis of quantitative diffusion-weighted imaging (DWI) is implemented after dynamic contrast-enhanced (DCE-) magnetic resonance imaging (MRI) in the workup of BI-RADS 3 and 4 breast lesions larger than 1cm.Materials and MethodsIn all, 120 consecutive patients (mean-age, 48 years; age range, 23-75 years) with 139 breast lesions (1cm) were examined (2010-2014) with 1.5T DCE-MRI and DWI (b=0, 50, 200, 500, 800, 1000 s/mm(2)) and the BI-RADS classification and histopathology were obtained. For each lesion malignancy was excluded using voxelwise semiautomated breast lesion analysis based on previously defined thresholds for the apparent diffusion coefficient (ADC) and the three intravoxel incoherent motion (IVIM) parameters: molecular diffusion (D-slow), microperfusion (D-fast), and the fraction of D-fast (f(fast)). The sensitivity (Se), specificity (Sp), and negative predictive value (NPV) based on only IVIM parameters combined in parallel (D-slow, D-fast, and f(fast)), or the ADC or the BI-RADS classification by DCE-MRI were compared. Subsequently, the Se, Sp, and NPV of the combination of the BI-RADS classification by DCE-MRI followed by the IVIM parameters in parallel (or the ADC) were compared.ResultsIn all, 23 of 139 breast lesions were benign. Se and Sp of DCE-MRI was 100% and 30.4% (NPV=100%). Se and Sp of IVIM parameters in parallel were 92.2% and 52.2% (NPV=57.1%) and for the ADC 95.7% and 17.4%, respectively (NPV=44.4%). In all, 26 of 139 lesions were classified as BI-RADS 3 (n=7) or BI-RADS 4 (n=19). DCE-MRI combined with ADC (Se=99.1%, Sp=34.8%) or IVIM (Se=99.1%, Sp=56.5%) did significantly improve (P=0.016) Sp of DCE-MRI alone for workup of BI-RADS 3 and 4 lesions (NPV=92.9%).ConclusionQuantitative DWI has a lower NPV compared to DCE-MRI for evaluation of breast lesions and may therefore not be able to replace DCE-MRI; when implemented after DCE-MRI as problem solver for BI-RADS 3 and 4 lesions, the combined specificity improves significantly. J. Magn. Reson. Imaging 2016;44:1642-1649.
KW - diffusion weighted MRI
KW - breast
KW - cancer
KW - diagnostic techniques and procedures
KW - APPARENT DIFFUSION-COEFFICIENT
KW - INTRAVOXEL INCOHERENT MOTION
KW - CARCINOMA IN-SITU
KW - CONTRAST-ENHANCED MRI
KW - IMAGING BIOMARKER
KW - PREDICTIVE-VALUE
KW - BENIGN
KW - DIFFERENTIATION
KW - PERFORMANCE
KW - ACCURACY
U2 - 10.1002/jmri.25331
DO - 10.1002/jmri.25331
M3 - Article
C2 - 27273694
SN - 1053-1807
VL - 44
SP - 1642
EP - 1649
JO - Journal of Magnetic Resonance Imaging
JF - Journal of Magnetic Resonance Imaging
IS - 6
ER -