Mapping the intratumoral and peritumoral microenvironment: multilayered shell ADC analysis and its association with multiparametric biomarkers in invasive breast cancer
| dc.authorid | 0000-0003-3347-5830 | |
| dc.authorid | 0000-0003-3358-7330 | |
| dc.authorid | 0000-0002-1136-9407 | |
| dc.authorid | 0000-0002-9639-2672 | |
| dc.authorid | 0000-0002-3702-8811 | |
| dc.contributor.author | Aytaç, Adil | |
| dc.contributor.author | Keyik, Bahar Yanık | |
| dc.contributor.author | Bülbül, Erdoğan | |
| dc.contributor.author | Demirpolat, Gülen | |
| dc.contributor.author | Turan, Gülay | |
| dc.date.accessioned | 2026-05-21T06:14:32Z | |
| dc.date.issued | 2026 | |
| dc.department | Fakülteler, Tıp Fakültesi, Dahili Tıp Bilimleri Bölümü | |
| dc.department | Fakülteler, Tıp Fakültesi, Cerrahi Tıp Bilimleri Bölümü | |
| dc.description.abstract | Objective: This study aimed to investigate the associations between intratumoral and peritumoral apparent diffusion coefficient (ADC) measurements and multiparametric biological markers in invasive breast cancer using a novel peritumoral analysis approach. Materials and Methods: In this retrospective study, 68 patients underwent 1.5 T breast magnetic resonance imaging. Following volumetric tumor segmentation, the peritumoral environment was analyzed using a segmentation-based, improved multilayered concentric shell model at distances of 0–2, 2–5, and 5–10 mm. The ADC values were normalized to contralateral parenchyma (rADC), and the intratumoral-to-peritumoral ADC ratios were calculated. Parameters were correlated with molecular subtypes, axillary metastasis, lymphovascular invasion (LVI), histologic grade, and Ki-67 index. Results: Lower intratumoral ADC and lower intratumoral-to-peritumoral ADC ratios were significantly associated with higher histologic grade, increased Ki-67, and axillary metastasis (p < 0.05). The 0–2 mm shell, representing the immediate invasion front, demonstrated the strongest associations with lymphovascular invasion and nodal involvement, while distance-dependent attenuation of effect sizes was observed across more distal peritumoral layers. Conclusions: 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. | |
| dc.identifier.doi | 10.3390/tomography12040047 | |
| dc.identifier.endpage | 32 | |
| dc.identifier.issn | 2379-139X | |
| dc.identifier.issue | 4 | |
| dc.identifier.pmid | 42042935 | |
| dc.identifier.scopus | 2-s2.0-105037032475 | |
| dc.identifier.scopusquality | Q2 | |
| dc.identifier.startpage | 1 | |
| dc.identifier.uri | https://doi.org/10.3390/tomography12040047 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12462/23955 | |
| dc.identifier.volume | 12 | |
| dc.identifier.wos | 001750526700001 | |
| dc.identifier.wosquality | Q2 | |
| dc.indekslendigikaynak | Scopus | |
| dc.indekslendigikaynak | Web of Science | |
| dc.indekslendigikaynak | PubMed | |
| dc.language.iso | en | |
| dc.publisher | Multidisciplinary Digital Publishing Institute | |
| dc.relation.ispartof | Tomography | |
| dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | Breast Neoplasms | |
| dc.subject | Magnetic Resonance Imaging | |
| dc.subject | Diffusion Magnetic Resonance Imaging | |
| dc.subject | Tumor Microenvironment | |
| dc.subject | Lymphatic Metastasis | |
| dc.title | Mapping the intratumoral and peritumoral microenvironment: multilayered shell ADC analysis and its association with multiparametric biomarkers in invasive breast cancer | |
| dc.type | Article |












