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Diffusion-Weighted MRI for Predicting Pathologic Complete Response in Neoadjuvant Immunotherapy

Authors :
Wen, Li
Nu N, Le
Natsuko, Onishi
David C, Newitt
Lisa J, Wilmes
Jessica E, Gibbs
Julia, Carmona-Bozo
Jiachao, Liang
Savannah C, Partridge
Elissa R, Price
Bonnie N, Joe
John, Kornak
Mark Jesus M, Magbanua
Rita, Nanda
Barbara, LeStage
Laura J, Esserman
I-Spy Imaging Working Group
I-Spy Investigator Network
Laura J, Van't Veer
Nola M, Hylton
Source :
Cancers; Volume 14; Issue 18; Pages: 4436
Publication Year :
2022

Abstract

This study tested the hypothesis that a change in the apparent diffusion coefficient (ADC) measured in diffusion-weighted MRI (DWI) is an independent imaging marker, and ADC performs better than functional tumor volume (FTV) for assessing treatment response in patients with locally advanced breast cancer receiving neoadjuvant immunotherapy. A total of 249 patients were randomized to standard neoadjuvant chemotherapy with pembrolizumab (pembro) or without pembrolizumab (control). DCE-MRI and DWI, performed prior to and 3 weeks after the start of treatment, were analyzed. Percent changes of tumor ADC metrics (mean, 5th to 95th percentiles of ADC histogram) and FTV were evaluated for the prediction of pathologic complete response (pCR) using a logistic regression model. The area under the ROC curve (AUC) estimated for the percent change in mean ADC was higher in the pembro cohort (0.73, 95% confidence interval [CI]: 0.52 to 0.93) than in the control cohort (0.63, 95% CI: 0.43 to 0.83). In the control cohort, the percent change of the 95th percentile ADC achieved the highest AUC, 0.69 (95% CI: 0.52 to 0.85). In the pembro cohort, the percent change of the 25th percentile ADC achieved the highest AUC, 0.75 (95% CI: 0.55 to 0.95). AUCs estimated for percent change of FTV were 0.61 (95% CI: 0.39 to 0.83) and 0.66 (95% CI: 0.47 to 0.85) for the pembro and control cohorts, respectively. Tumor ADC may perform better than FTV to predict pCR at an early treatment time-point during neoadjuvant immunotherapy.

Details

ISSN :
20726694
Volume :
14
Issue :
18
Database :
OpenAIRE
Journal :
Cancers
Accession number :
edsair.doi.dedup.....2e574cc7e78386f06eb46a5601600df9