Mapping the intratumoral and peritumoral microenvironment: multilayered shell ADC analysis and its association with multiparametric biomarkers in invasive breast cancer

dc.authorid0000-0003-3347-5830
dc.authorid0000-0003-3358-7330
dc.authorid0000-0002-1136-9407
dc.authorid0000-0002-9639-2672
dc.authorid0000-0002-3702-8811
dc.contributor.authorAytaç, Adil
dc.contributor.authorKeyik, Bahar Yanık
dc.contributor.authorBülbül, Erdoğan
dc.contributor.authorDemirpolat, Gülen
dc.contributor.authorTuran, Gülay
dc.date.accessioned2026-05-21T06:14:32Z
dc.date.issued2026
dc.departmentFakülteler, Tıp Fakültesi, Dahili Tıp Bilimleri Bölümü
dc.departmentFakülteler, Tıp Fakültesi, Cerrahi Tıp Bilimleri Bölümü
dc.description.abstractObjective: 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.doi10.3390/tomography12040047
dc.identifier.endpage32
dc.identifier.issn2379-139X
dc.identifier.issue4
dc.identifier.pmid42042935
dc.identifier.scopus2-s2.0-105037032475
dc.identifier.scopusqualityQ2
dc.identifier.startpage1
dc.identifier.urihttps://doi.org/10.3390/tomography12040047
dc.identifier.urihttps://hdl.handle.net/20.500.12462/23955
dc.identifier.volume12
dc.identifier.wos001750526700001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakPubMed
dc.language.isoen
dc.publisherMultidisciplinary Digital Publishing Institute
dc.relation.ispartofTomography
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBreast Neoplasms
dc.subjectMagnetic Resonance Imaging
dc.subjectDiffusion Magnetic Resonance Imaging
dc.subjectTumor Microenvironment
dc.subjectLymphatic Metastasis
dc.titleMapping the intratumoral and peritumoral microenvironment: multilayered shell ADC analysis and its association with multiparametric biomarkers in invasive breast cancer
dc.typeArticle

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