| Literature DB >> 33767190 |
Mark Jesus M Magbanua1, Wen Li2, Denise M Wolf3, Christina Yau4, Gillian L Hirst4, Lamorna Brown Swigart3, David C Newitt5, Jessica Gibbs5, Amy L Delson6, Ekaterina Kalashnikova7, Alexey Aleshin7, Bernhard Zimmermann7, A Jo Chien8, Debu Tripathy9, Laura Esserman4, Nola Hylton10, Laura van 't Veer11.
Abstract
We investigated whether serial measurements of circulating tumor DNA (ctDNA) and functional tumor volume (FTV) by magnetic resonance imaging (MRI) can be combined to improve prediction of pathologic complete response (pCR) and estimation of recurrence risk in early breast cancer patients treated with neoadjuvant chemotherapy (NAC). We examined correlations between ctDNA and FTV, evaluated the additive value of ctDNA to FTV-based predictors of pCR using area under the curve (AUC) analysis, and analyzed the impact of FTV and ctDNA on distant recurrence-free survival (DRFS) using Cox regressions. The levels of ctDNA (mean tumor molecules/mL plasma) were significantly correlated with FTV at all time points (p < 0.05). Median FTV in ctDNA-positive patients was significantly higher compared to those who were ctDNA-negative (p < 0.05). FTV and ctDNA trajectories in individual patients showed a general decrease during NAC. Exploratory analysis showed that adding ctDNA information early during treatment to FTV-based predictors resulted in numerical but not statistically significant improvements in performance for pCR prediction (e.g., AUC 0.59 vs. 0.69, p = 0.25). In contrast, ctDNA-positivity after NAC provided significant additive value to FTV in identifying patients with increased risk of metastatic recurrence and death (p = 0.004). In this pilot study, we demonstrate that ctDNA and FTV were correlated measures of tumor burden. Our preliminary findings based on a limited cohort suggest that ctDNA at surgery improves FTV as a predictor of metastatic recurrence and death. Validation in larger studies is warranted.Entities:
Year: 2021 PMID: 33767190 PMCID: PMC7994408 DOI: 10.1038/s41523-021-00239-3
Source DB: PubMed Journal: NPJ Breast Cancer ISSN: 2374-4677