Related Experiment Video
Updated: Jul 29, 2026

Live Imaging of Drug Responses in the Tumor Microenvironment in Mouse Models of Breast Cancer
Published on: March 24, 2013
Quantitative habitat concentration analysis of triple negative breast cancer on MRI correlates with pathologic
R Jared Weinfurtner1, Dana Ataya1, Kimberly Funaro1
1Department of Radiology, Moffitt Cancer Center, 10920 McKinley Dr, Tampa, FL, 33612, United States of America.
Objective:
To determine if quantitative volumetric habitat concentration analysis of triple negative breast cancer (TNBC) on pre-treatment MRI correlates with neoadjuvant treatment response in patients treated with combination Talimogene Laherparepvec (TVEC) neoadjuvant immunotherapy and chemotherapy (NAIC).
Methods:
Patients with TNBC in a single institution phase I/II trial from 5/2017-9/2020 underwent pre-treatment breast MRI followed by ultrasound-guided intratumoral TVEC injections and NAC prior to surgery. Pre-treatment MRIs were evaluated quantitatively using functional tumor volume (FTV) assessment and temporal voxel intensity categorization (high vs low plus phase of peak) to establish percentage habitat concentrations (%HC) for each quantitative method. These were correlated with pathologic response at surgery. Statistical analyses were performed using Mann Whitney U and comparison of proportions tests, with p < 0.05 considered statistically significant.
Results:
Twenty-five female patients, aged 32-66 (avg 49), were included. Average %FTV and %High-Enhancement Volume (HEV) was 75.7 % and 87.1 %, respectively. Twelve patients (48 %) achieved pCR. On average, patients achieving pCR had higher %FTV (84.8 % vs 67.4 %, p = 0.022) and %HEV (93.3 % vs 81.3 %, p = 0.010). Patients with %HC above average for FTV and HEV also had lower average percent tumor cellularity (TC, 1 and 1.1 % vs 14.3 and 17.1 %, p = 0.023 and 0.003, respectively). Indeed, tumors with above average %FTV and %HEV achieved pCR in 71 % (10/14) and 69 % (11/16), respectively. In contrast, those below average achieved pCR in only 18 % (2/11) and 11 % (1/9), with p = 0.008 and 0.006, respectively.
Conclusion:
Above-average concentration of functional tumor/high enhancement voxels within tumors before NAIC correlates with higher pCR rates and lower %TC at surgery.
Related Concept Videos
Radiological Investigation II: MRI and Ventilation Perfusion Scan
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...
Radiological Investigation III: Pulmonary Angiogram and PET Scan
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...

