• Wen Li, David C Newitt, Lisa J Wilmes, Ella F Jones, Vignesh Arasu, Jessica Gibbs, Bo La Yun, Elizabeth Li, Savannah C Partridge, John Kornak, I-SPY 2 Consortium, Laura J Esserman, and Nola M Hylton.
• Department of Radiology & Biomedical Imaging, University of California, San Francisco, California, USA.
• J Magn Reson Imaging. 2019 Dec 1; 50 (6): 1742-1753.

BackgroundThe change in apparent diffusion coefficient (ADC) measured from diffusion-weighted imaging (DWI) has been shown to be predictive of pathologic complete response (pCR) for patients with locally invasive breast cancer undergoing neoadjuvant chemotherapy.PurposeTo investigate the additive value of tumor ADC in a multicenter clinical trial setting.Study TypeRetrospective analysis of multicenter prospective data.PopulationIn all, 415 patients who enrolled in the I-SPY 2 TRIAL from 2010 to 2014 were included.Field Strength/Sequence1.5T or 3T MRI system using a fat-suppressed single-shot echo planar imaging sequence with b-values of 0 and 800 s/mm2 for DWI, followed by a T1-weighted sequence for dynamic contrast-enhanced MRI (DCE-MRI) performed at pre-NAC (T0), after 3 weeks of NAC (T1), mid-NAC (T2), and post-NAC (T3).AssessmentFunctional tumor volume and tumor ADC were measured at each MRI exam; pCR measured at surgery was assessed as the binary outcome. Breast cancer subtype was defined by hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2) status.Statistical TestsA logistic regression model was used to evaluate associations between MRI predictors with pCR. The cross-validated area under the curve (AUC) was calculated to assess the predictive performance of the model with and without ADC.ResultsIn all, 354 patients (128 HR+/HER2-, 60 HR+/HER2+, 34 HR-/HER2+, 132 HR-/HER2-) were included in the analysis. In the full cohort, adding ADC predictors increased the AUC from 0.76 to 0.78 at mid-NAC and from 0.76 to 0.81 at post-NAC. In HR/HER2 subtypes, the AUC increased from 0.52 to 0.65 at pre-NAC for HR+/HER2-, from 0.67 to 0.73 at mid-NAC and from 0.72 to 0.76 at post-NAC for HR+/HER2+, from 0.71 to 0.81 at post-NAC for triple negatives.Data ConclusionThe addition of ADC to standard functional tumor volume MRI showed improvement in the prediction of treatment response in HR+ and triple-negative breast cancer.Level Of Evidence2 Technical Efficacy Stage: 4 J. Magn. Reson. Imaging 2019;50:1742-1753.© 2019 International Society for Magnetic Resonance in Medicine.

35 keywords...

hide…