Title
Non-Contrast-Enhanced Multiparametric MRI of the Hypoxic Tumor Microenvironment Allows Molecular Subtyping of Breast Cancer: A Pilot Study
Language
English
Description (en)
Tumor neoangiogenesis is an important hallmark of cancer progression, triggered by alternating selective pressures from the hypoxic tumor microenvironment. Non-invasive, non-contrast-enhanced multiparametric MRI combining blood-oxygen-level-dependent (BOLD) MRI, which depicts blood oxygen saturation, and intravoxel-incoherent-motion (IVIM) MRI, which captures intravascular and extravascular diffusion, can provide insights into tumor oxygenation and neovascularization simultaneously. Our objective was to identify imaging markers that can predict hypoxia-induced angiogenesis and to validate our findings using multiplexed immunohistochemical analyses. We present an in vivo study involving 36 female athymic nude mice inoculated with luminal A, Her2+, and triple-negative breast cancer cells. We used a high-field 9.4-tesla MRI system for imaging and subsequently analyzed the tumors using multiplex immunohistochemistry for CD-31, PDGFR-β, and Hif1-α. We found that the hyperoxic-BOLD-MRI-derived parameter ΔR2* discriminated luminal A from Her2+ and triple-negative breast cancers, while the IVIM-derived parameter fIVIM discriminated luminal A and Her2+ from triple-negative breast cancers. A comprehensive analysis using principal-component analysis of both multiparametric MRI- and mpIHC-derived data highlighted the differences between triple-negative and luminal A breast cancers. We conclude that multiparametric MRI combining hyperoxic BOLD MRI and IVIM MRI, without the need for contrast agents, offers promising non-invasive markers for evaluating hypoxia-induced angiogenesis.
Keywords (en)
Angiogenesis; Hallmarks; Diffusion; Expression; Pericytes; Receptor; Benign; Hif-1
DOI
10.3390/cancers16020375
Author of the digital object
Silvester J.  Bartsch  (Medical University of Vienna)
Katja  Pinker  (Memorial Sloan Kettering Cancer Center)
Thomas H.  Helbich  (Medical University of Vienna)
Daniela  Laimer-Gruber  (Medical University of Vienna)
Lukas  Kenner  (University of Veterinary Medicine Vienna / Medical University of Vienna)
Christoph  Fürböck  (Medical University of Vienna)
Joachim  Friske  (Medical University of Vienna)
Klára  Brožová  (University of Veterinary Medicine Vienna / Medical University of Vienna)
Viktoria  Ehret  (Medical University of Vienna)
Format
application/pdf
Size
692.7 kB
Licence Selected
CC BY 4.0 International
Type of publication
Article
Name of Publication (en)
Cancers
Pages or Volume
14
Volume
16
Number
2
Publisher
MDPI
Publication Date
2024
Content
Details
Object type
PDFDocument
Format
application/pdf
Created
06.06.2024 09:33:55
This object is in collection
Metadata
Veterinärmedizinische Universität Wien (Vetmeduni) | Veterinärplatz 1 | 1210 Wien - Österreich | T +43 1 25077-0 | Web: vetmeduni.ac.at