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Functional Tumor Volume by Fast Dynamic Contrast-Enhanced MRI for Predicting Neoadjuvant Systemic Therapy Response in
Benjamin C Musall1, Abeer H Abdelhafez2, Beatriz E Adrada2
1Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Journal of Magnetic Resonance Imaging : JMRI
|February 15, 2021
Summary
Fast dynamic contrast-enhanced MRI can predict treatment response in triple-negative breast cancer (TNBC). Functional tumor volume (FTV) measured at 1 minute post-injection effectively distinguishes between responders and non-responders to neoadjuvant therapy.
Area of Science:
- Oncology
- Radiology
- Medical Imaging
Background:
- Dynamic contrast-enhanced (DCE) MRI is crucial for diagnosing breast cancer and assessing treatment response.
- Fast DCE MRI enhances contrast curve sampling for more accurate tumor perfusion kinetics and functional tumor volume (FTV) measurement.
- FTV serves as a potential predictor of treatment response.
Purpose of the Study:
- To evaluate functional tumor volume (FTV) derived from fast DCE MRI as a predictor of treatment response to neoadjuvant systemic therapy (NAST) in triple-negative breast cancer (TNBC).
Main Methods:
- A prospective study included 60 patients with biopsy-confirmed TNBC undergoing fast 3.0T/3D spoiled gradient echo-based DCE MRI at baseline and after four cycles of NAST.
- Tumor volumes (TV) and FTV were measured using early phase (1 and 2.5 minutes) DCE subtraction images with optimized signal enhancement thresholds.
- Statistical analysis, including receiver operating curve (AUC) and Mann-Whitney U test, compared tumor volumes between patients achieving pathologic complete response (pCR) and those who did not.
Main Results:
- 43% (26/60) of patients achieved pCR.
- FTV measured at 1 minute post-injection after four NAST cycles (C4) showed the highest discrimination between pCR and non-pCR (AUC = 0.85).
- The 1-minute timing was optimal for FTV measurements at C4 and for the change from baseline, with early phase TV at C4 also showing good predictive value (AUC = 0.82).
Conclusions:
- Functional tumor volume (FTV) and tumor volume (TV) measured at 1 minute post-injection are effective predictors of NAST response in TNBC.
- Fast DCE MRI, particularly FTV at 1 minute, can aid in assessing treatment efficacy in TNBC patients undergoing neoadjuvant therapy.

