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Updated: Jul 26, 2026

MAME Models for 4D Live-cell Imaging of Tumor: Microenvironment Interactions that Impact Malignant Progression
Published on: February 17, 2012
Peritumoral-to-tumoral apparent diffusion coefficient ratio as a marker of tumor microenvironment activity across
Seçil Gündoğdu1, Eda Elverici1, Arzu Özsoy2
1Ankara Bilkent City Hospital, Clinic of Radiology, Ankara, Türkiye.
Purpose:
This study aimed to evaluate the prognostic significance of tumoral apparent diffusion coefficient (tADC), peritumoral ADC (pADC), and the peritumoral-to-tumoral ADC (p/tADC) ratio in invasive breast cancers using high-resolution diffusion-weighted imaging.
Methods:
A retrospective cohort of 149 patients with invasive breast cancer was analyzed. pADC, tADC, and p/tADC values were independently measured by two experienced radiologists. The associations between these parameters and histological grade, receptor status, Ki-67 index, and molecular subtypes were assessed. Interobserver agreement was evaluated using the intraclass correlation coefficient (ICC), and multivariate logistic regression was performed to identify independent predictors.
Results:
Although tADC was significantly associated only with tumor size (P < 0.050), both pADC and p/tADC were significantly associated with high histological grade, estrogen receptor/progesterone receptor negativity, human epidermal growth factor receptor 2 positivity, and high Ki-67 index (P < 0.01). The p/tADC ratio emerged as an independent predictor of high-grade tumors and Ki-67 ≥ 20%. Excellent interobserver agreement was observed for all ADC measurements (ICC > 0.90).
Conclusion:
The p/tADC ratio reflects stromal and microenvironmental alterations associated with tumor aggressiveness and demonstrates stronger prognostic relevance than tADC alone. Incorporating the p/tADC ratio into routine magnetic resonance imaging (MRI) interpretation may improve preoperative risk stratification and support personalized treatment planning in invasive breast cancer.
Clinical Significance:
The p/tADC ratio reflects stromal and microenvironmental changes associated with tumor aggressiveness and may serve as a noninvasive imaging biomarker. Its integration into preoperative MRI protocols may facilitate risk stratification and personalized treatment planning.
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