TY - JOUR
T1 - Diffusion-weighted MRI findings predict pathologic response in neoadjuvant treatment of breast cancer
T2 - The ACRIN 6698 multicenter trial
AU - Partridge, Savannah C.
AU - Zhang, Zheng
AU - Newitt, David C.
AU - Gibbs, Jessica E.
AU - Chenevert, Thomas L.
AU - Rosen, Mark A.
AU - Bolan, Patrick J.
AU - Marques, Helga S.
AU - Romanoff, Justin
AU - Cimino, Lisa
AU - Joe, Bonnie N.
AU - Umphrey, Heidi R.
AU - Ojeda-Fournier, Haydee
AU - Dogan, Basak
AU - Oh, Karen
AU - Abe, Hiroyuki
AU - Drukteinis, Jennifer S.
AU - Esserman, Laura J.
AU - Hylton, Nola M.
N1 - Publisher Copyright:
© RSNA, 2018.
PY - 2018/12
Y1 - 2018/12
N2 - Purpose: To determine if the change in tumor apparent diffusion coefficient (ADC) at diffusion-weighted (DW) MRI is predictive of pathologic complete response (pCR) to neoadjuvant chemotherapy for breast cancer. Materials and Methods: In this prospective multicenter study, 272 consecutive women with breast cancer were enrolled at 10 institutions (from August 2012 to January 2015) and were randomized to treatment with 12 weekly doses of paclitaxel (with or without an experimental agent), followed by 12 weeks of treatment with four cycles of anthracycline. Each woman underwent breast DW MRI before treatment, at early treatment (3 weeks), at midtreatment (12 weeks), and after treatment. Percentage change in tumor ADC from that before treatment (ADC) was measured at each time point. Performance for predicting pCR was assessed by using the area under the receiver operating characteristic curve (AUC) for the overall cohort and according to tumor hormone receptor (HR)/human epidermal growth factor receptor 2 (HER2) disease subtype. Results: The final analysis included 242 patients with evaluable serial imaging data, with a mean age of 48 years 6 10 (standard deviation); 99 patients had HR-positive (hereafter, HR+)/HER2-negative (hereafter, HER2-) disease, 77 patients had HR-/HER2-disease, 42 patients had HR+/HER2+ disease, and 24 patients had HR-/HER2+ disease. Eighty (33%) of 242 patients experienced pCR. Overall, ADC was moderately predictive of pCR at midtreatment/12 weeks (AUC = 0.60; 95% confidence interval [CI]: 0.52, 0.68; P = .017) and after treatment (AUC = 0.61; 95% CI: 0.52, 0.69; P = .013). Across the four disease subtypes, midtreatment ADC was predictive only for HR+/HER2- tumors (AUC = 0.76; 95% CI: 0.62, 0.89; P , .001). In a test subset, a model combining tumor subtype and midtreatment ADC improved predictive performance (AUC = 0.72; 95% CI: 0.61, 0.83) over ADC alone (AUC = 0.57; 95% CI: 0.44, 0.70; P = .032.). Conclusion: After 12 weeks of therapy, change in breast tumor apparent diffusion coefficient at MRI predicts complete pathologic response to neoadjuvant chemotherapy.
AB - Purpose: To determine if the change in tumor apparent diffusion coefficient (ADC) at diffusion-weighted (DW) MRI is predictive of pathologic complete response (pCR) to neoadjuvant chemotherapy for breast cancer. Materials and Methods: In this prospective multicenter study, 272 consecutive women with breast cancer were enrolled at 10 institutions (from August 2012 to January 2015) and were randomized to treatment with 12 weekly doses of paclitaxel (with or without an experimental agent), followed by 12 weeks of treatment with four cycles of anthracycline. Each woman underwent breast DW MRI before treatment, at early treatment (3 weeks), at midtreatment (12 weeks), and after treatment. Percentage change in tumor ADC from that before treatment (ADC) was measured at each time point. Performance for predicting pCR was assessed by using the area under the receiver operating characteristic curve (AUC) for the overall cohort and according to tumor hormone receptor (HR)/human epidermal growth factor receptor 2 (HER2) disease subtype. Results: The final analysis included 242 patients with evaluable serial imaging data, with a mean age of 48 years 6 10 (standard deviation); 99 patients had HR-positive (hereafter, HR+)/HER2-negative (hereafter, HER2-) disease, 77 patients had HR-/HER2-disease, 42 patients had HR+/HER2+ disease, and 24 patients had HR-/HER2+ disease. Eighty (33%) of 242 patients experienced pCR. Overall, ADC was moderately predictive of pCR at midtreatment/12 weeks (AUC = 0.60; 95% confidence interval [CI]: 0.52, 0.68; P = .017) and after treatment (AUC = 0.61; 95% CI: 0.52, 0.69; P = .013). Across the four disease subtypes, midtreatment ADC was predictive only for HR+/HER2- tumors (AUC = 0.76; 95% CI: 0.62, 0.89; P , .001). In a test subset, a model combining tumor subtype and midtreatment ADC improved predictive performance (AUC = 0.72; 95% CI: 0.61, 0.83) over ADC alone (AUC = 0.57; 95% CI: 0.44, 0.70; P = .032.). Conclusion: After 12 weeks of therapy, change in breast tumor apparent diffusion coefficient at MRI predicts complete pathologic response to neoadjuvant chemotherapy.
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U2 - 10.1148/radiol.2018180273
DO - 10.1148/radiol.2018180273
M3 - Article
C2 - 30179110
AN - SCOPUS:85056138506
SN - 0033-8419
VL - 289
SP - 618
EP - 627
JO - Radiology
JF - Radiology
IS - 3
ER -