
<resource xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:datacite="http://datacite.org/schema/kernel-4" xmlns="http://namespace.openaire.eu/schema/oaire/" xsi:schemaLocation="http://namespace.openaire.eu/schema/oaire/ https://www.openaire.eu/schema/repo-lit/4.0/openaire.xsd">
  
<datacite:identifier identifierType="URL">https://phaidra.vetmeduni.ac.at/o:3075</datacite:identifier>

  
<datacite:titles>
  
<datacite:title xml:lang="en">Non-Contrast-Enhanced Multiparametric MRI of the Hypoxic Tumor Microenvironment Allows Molecular Subtyping of Breast Cancer: A Pilot Study</datacite:title>

  
</datacite:titles>

  
<datacite:creators>
  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Bartsch, Silvester J.</datacite:creatorName>

  
<datacite:givenName>Silvester J.</datacite:givenName>

  
<datacite:familyName>Bartsch</datacite:familyName>

  
<datacite:affiliation>Medical University of Vienna</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Pinker, Katja</datacite:creatorName>

  
<datacite:givenName>Katja</datacite:givenName>

  
<datacite:familyName>Pinker</datacite:familyName>

  
<datacite:nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0000-0002-2722-7331</datacite:nameIdentifier>

  
<datacite:affiliation>Memorial Sloan Kettering Cancer Center</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Helbich, Thomas H.</datacite:creatorName>

  
<datacite:givenName>Thomas H.</datacite:givenName>

  
<datacite:familyName>Helbich</datacite:familyName>

  
<datacite:nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0000-0003-3169-778X</datacite:nameIdentifier>

  
<datacite:affiliation>Medical University of Vienna</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Laimer-Gruber, Daniela</datacite:creatorName>

  
<datacite:givenName>Daniela</datacite:givenName>

  
<datacite:familyName>Laimer-Gruber</datacite:familyName>

  
<datacite:affiliation>Medical University of Vienna</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Kenner, Lukas</datacite:creatorName>

  
<datacite:givenName>Lukas</datacite:givenName>

  
<datacite:familyName>Kenner</datacite:familyName>

  
<datacite:nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0000-0003-2184-1338</datacite:nameIdentifier>

  
<datacite:affiliation>University of Veterinary Medicine Vienna / Medical University of Vienna</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Fürböck, Christoph</datacite:creatorName>

  
<datacite:givenName>Christoph</datacite:givenName>

  
<datacite:familyName>Fürböck</datacite:familyName>

  
<datacite:affiliation>Medical University of Vienna</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Friske, Joachim</datacite:creatorName>

  
<datacite:givenName>Joachim</datacite:givenName>

  
<datacite:familyName>Friske</datacite:familyName>

  
<datacite:affiliation>Medical University of Vienna</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Brožová, Klára</datacite:creatorName>

  
<datacite:givenName>Klára</datacite:givenName>

  
<datacite:familyName>Brožová</datacite:familyName>

  
<datacite:nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0000-0002-0050-9478</datacite:nameIdentifier>

  
<datacite:affiliation>University of Veterinary Medicine Vienna / Medical University of Vienna</datacite:affiliation>

  
</datacite:creator>

  
<datacite:creator>
  
<datacite:creatorName nameType="Personal">Ehret, Viktoria</datacite:creatorName>

  
<datacite:givenName>Viktoria</datacite:givenName>

  
<datacite:familyName>Ehret</datacite:familyName>

  
<datacite:nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0000-0003-1487-8693</datacite:nameIdentifier>

  
<datacite:affiliation>Medical University of Vienna</datacite:affiliation>

  
</datacite:creator>

  
</datacite:creators>

  
<dc:publisher>MDPI</dc:publisher>

  
<resourceType resourceTypeGeneral="literature" uri="http://purl.org/coar/resource_type/c_18cf">text</resourceType>

  
<dc:language>eng</dc:language>

  
<dc:description xml:lang="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.</dc:description>

  
<datacite:subjects>
  
<datacite:subject xml:lang="en">Angiogenesis; Hallmarks; Diffusion; Expression; Pericytes; Receptor; Benign; Hif-1</datacite:subject>

  
</datacite:subjects>

  
<licenseCondition uri="http://creativecommons.org/licenses/by/4.0/">http://creativecommons.org/licenses/by/4.0/</licenseCondition>

  
<file mimeType="application/pdf" objectType="fulltext">https://phaidra.vetmeduni.ac.at/api/object/o:3075/download</file>

  
<datacite:alternateIdentifiers>
  
<datacite:alternateIdentifier alternateIdentifierType="DOI">10.3390/cancers16020375</datacite:alternateIdentifier>

  
</datacite:alternateIdentifiers>

  
<datacite:relatedIdentifiers>
  
<datacite:relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://phaidra.vetmeduni.ac.at/o:605</datacite:relatedIdentifier>

  
</datacite:relatedIdentifiers>

  
<dc:format>application/pdf</dc:format>

  
<dc:source>Cancers 16(2) (2024)</dc:source>

  
<citationTitle>Cancers</citationTitle>

  
<citationVolume>16</citationVolume>

  
<citationIssue>2</citationIssue>

  
<datacite:sizes>
  
<datacite:size>692.71 kB</datacite:size>

  
</datacite:sizes>

  
<datacite:dates>
  
<datacite:date dateType="Issued">2024</datacite:date>

  
</datacite:dates>

  
</resource>


