Mapping the Intratumoral and Peritumoral Microenvironment: Multilayered Shell ADC Analysis and Its Association with Multiparametric Biomarkers in Invasive Breast Cancer
The segmentation-based and improved multilayered shell model effectively captures the distance-dependent biological gradient of the peritumoral microenvironment. The intratumoral-to-peritumoral ADC ratios within the immediate 2 mm zone may provide complementary information regarding imaging markers of tumor aggressiveness when interpreted alongside absolute measurements. These findings suggest a potential role for these parameters as complementary imaging markers in preoperative risk stratification within a multiparametric framework.
Authors
- Erdoğan Bülbül (ORCID: https://orcid.org/0000-0003-1444-3171)
- Gülay Turan
- Gülen Demirpolat
- Adil Aytaç
- Bahar Yanık Keyik
Institutions
- Balıkesir University (TR)
Publication Details
- Journal
- Tomography
- Published
- 2026-03-31
- DOI
- https://doi.org/10.3390/tomography12040047
- Primary Topic
- MRI in cancer diagnosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00