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Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging
Published on: December 15, 2014
Mapping the Intratumoral and Peritumoral Microenvironment: Multilayered Shell ADC Analysis and Its Association with
Adil Aytaç1, Bahar Yanık Keyik1, Erdoğan Bülbül1
1Department of Radiology, Faculty of Medicine, Health Practice and Research Hospital, Balikesir University, 10145 Balikesir, Turkey.
Lower intratumoral apparent diffusion coefficient (ADC) and ADC ratios are linked to aggressive breast cancer features. The immediate 2mm peritumoral zone shows strong associations with invasion and metastasis risk.
Area of Science:
- Radiology
- Oncology
- Medical Imaging
Background:
- Accurate assessment of invasive breast cancer aggressiveness is crucial for treatment planning.
- Multiparametric MRI offers potential for non-invasive biological marker evaluation.
- Understanding the peritumoral microenvironment's role in tumor progression is key.
Purpose of the Study:
- To explore associations between intratumoral and peritumoral apparent diffusion coefficient (ADC) measurements and biological markers in invasive breast cancer.
- To evaluate a novel peritumoral analysis approach using a multilayered concentric shell model.
- To correlate ADC ratios with histologic grade, Ki-67 index, lymphovascular invasion (LVI), and axillary metastasis.
Main Methods:
- Retrospective analysis of 68 invasive breast cancer patients using 1.5 T breast MRI.
- Volumetric tumor segmentation followed by peritumoral analysis using a segmentation-based, improved multilayered concentric shell model (0-2, 2-5, 5-10 mm).
- Calculation of normalized ADC (rADC) and intratumoral-to-peritumoral ADC ratios, correlated with biological parameters.
Main Results:
- Lower intratumoral ADC and intratumoral-to-peritumoral ADC ratios correlated significantly with higher histologic grade, increased Ki-67, and axillary metastasis (p < 0.05).
- The 0-2 mm peritumoral shell showed the strongest association with LVI and nodal involvement.
- A distance-dependent decrease in effect size was observed in more distal peritumoral layers.
Conclusions:
- The novel multilayered shell model effectively characterizes the peritumoral microenvironment's biological gradient.
- Intratumoral-to-peritumoral ADC ratios in the immediate 2 mm zone may serve as complementary imaging markers for tumor aggressiveness.
- These ADC-derived parameters show potential for preoperative risk stratification in a multiparametric breast cancer imaging framework.
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