Related Experiment Video
Updated: Oct 16, 2025

Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography
Published on: August 16, 2020
On the Additional Information Provided by 3T-MRI ADC in Predicting Tumor Cellularity and Microscopic Behavior
Domiziana Santucci1, Eliodoro Faiella1, Alessandro Calabrese2
1Department of Radiology, University of Rome "Campus Bio-Medico", Via Alvaro del Portillo 21, 00128 Rome, Italy.
Apparent Diffusion Coefficient (ADC) values from 3T Diffusion Weighted-Images (DWI) can predict invasive breast cancer aggressiveness. These non-invasive measurements correlate with tumor grade, cellularity, and proliferation, aiding in preoperative characterization.
Area of Science:
- Radiology
- Oncology
- Medical Imaging
Background:
- Assessing invasive breast cancer aggressiveness is crucial for treatment planning.
- Current methods often rely on invasive biopsies.
- Developing non-invasive predictors is a key research area.
Purpose of the Study:
- To evaluate if Apparent Diffusion Coefficient (ADC) values from 3T Diffusion Weighted-Images (DWI) can serve as a non-invasive predictor of pathophysiologic tumor aggressiveness in invasive breast cancer.
Main Methods:
- 100 patients with invasive breast cancer underwent 3T-MRI including DWI/ADC sequences.
- ADC values were correlated with histological grading, Ki-67 index, and cellularity.
- Statistical analyses included Spearman's Rho, Mann-Whitney, Kruskal-Wallis, and ROC curves.
Main Results:
- ADC values significantly correlated with tumor grade, ER status, Ki-67 index, and cellularity.
- ADC values were significantly lower in higher grades (G2, G3) and higher Ki-67 groups.
- ROC analysis showed good accuracy in predicting high-grade tumors and high cellularity.
Conclusions:
- 3T-DWI ADC is a direct predictor of cellular aggressiveness and proliferation in invasive breast carcinoma.
- ADC values can be used as a supporting non-invasive factor for preoperative characterization of invasive breast cancer.
- This technique aids in understanding macroscopic lesion behavior before surgery.
More Related Videos
10:13Non-Destructive Evaluation of Regional Cell Density Within Tumor Aggregates Following Drug Treatment
Published on: June 21, 2022
10:25Author Spotlight: Integrating High-Resolution Intravital Imaging and MRI to Enhance Stereotactic Body Radiation Therapy Planning
Published on: April 12, 2024