학술논문
Assessment of Response to Neoadjuvant Systemic Treatment in Triple-Negative Breast Cancer Using Functional Tumor Volumes from Longitudinal Dynamic Contrast-Enhanced MRI.
Document Type
Article
Author
Panthi, Bikash; Adrada, Beatriz E.; Candelaria, Rosalind P.; Guirguis, Mary S.; Yam, Clinton; Boge, Medine; Chen, Huiqin; Hunt, Kelly K.; Huo, Lei; Hwang, Ken-Pin; Korkut, Anil; Lane, Deanna L.; Le-Petross, Huong C.; Leung, Jessica W. T.; Litton, Jennifer K.; Mohamed, Rania M.; Musall, Benjamin C.; Pashapoor, Sanaz; Patel, Miral M.; Perez, Frances
Source
Subject
*BREAST tumor treatment
*BREAST cancer prognosis
*CONTRAST media
*MAGNETIC resonance imaging
*MANN Whitney U Test
*TREATMENT effectiveness
*TUMOR classification
*DESCRIPTIVE statistics
*RESEARCH funding
*COMBINED modality therapy
*RECEIVER operating characteristic curves
*EVALUATION
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Language
ISSN
2072-6694
Abstract
Simple Summary: Neoadjuvant systemic therapy (NAST) is given before surgery to reduce tumor burden in patients with triple-negative breast cancer (TNBC), which is an aggressive breast cancer subtype that accounts for approximately 30% of breast cancer-related mortalities. Unfortunately, approximately 50% of TNBC patients do not respond to NAST and develop distant spread within 5 years. Reliable clinical methods are needed to determine non-responders to NAST in order to avoid the severe toxicity of ineffective regimens and offer novel targeted treatments. The purpose of this study was to investigate functional tumor volume measured from dynamic contrast-enhanced MRI for early assessment of NAST response in TNBC. Our study demonstrated the potential of functional tumor volume, evaluated as early as after 2 and 4 cycles of NAST, to serve as a non-invasive biomarker for the prediction of treatment response in TNBC patients. Early assessment of neoadjuvant systemic therapy (NAST) response for triple-negative breast cancer (TNBC) is critical for patient care in order to avoid the unnecessary toxicity of an ineffective treatment. We assessed functional tumor volumes (FTVs) from dynamic contrast-enhanced (DCE) MRI after 2 cycles (C2) and 4 cycles (C4) of NAST as predictors of response in TNBC. A group of 100 patients with stage I-III TNBC who underwent DCE MRI at baseline, C2, and C4 were included in this study. Tumors were segmented on DCE images of 1 min and 2.5 min post-injection. FTVs were measured using the optimized percentage enhancement (PE) and signal enhancement ratio (SER) thresholds. The Mann–Whitney test was used to compare the performance of the FTVs at C2 and C4. Of the 100 patients, 49 (49%) had a pathologic complete response (pCR) and 51 (51%) had a non-pCR. The maximum area under the receiving operating characteristic curve (AUC) for predicting the treatment response was 0.84 (p < 0.001) for FTV at C4 followed by FTV at C2 (AUC = 0.82, p < 0.001). The FTV measured at baseline was not able to discriminate pCR from non-pCR. FTVs measured on DCE MRI at C2, as well as at C4, of NAST can potentially predict pCR and non-pCR in TNBC patients. [ABSTRACT FROM AUTHOR]