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Improved evaluation of antivascular cancer therapy using constrained tracer-kinetic modeling for multiagent dynamic contrast-enhanced MRI

  • Stefanie J. Hectors
  • , Igor Jacobs
  • , Jasper Lok
  • , Johannes Peters
  • , Johan Bussink
  • , Freek J. Hoeben
  • , Henk M. Keizer
  • , Henk M. Janssen
  • , Klaas Nicolay
  • , Matthias C. Schabel
  • , Gustav J. Strijkers

    Research output: Contribution to journalArticleAcademicpeer-review

    152 Downloads (Pure)

    Abstract

    Dynamic contrast–enhanced MRI (DCE-MRI) is a promising technique for assessing the response of tumor vasculature to antivascular therapies. Multiagent DCE-MRI employs a combination of low and high molecular weight contrast agents, which potentially improves the accuracy of estimation of tumor hemodynamic and vascular permeability parameters. In this study, we used multiagent DCE-MRI to assess changes in tumor hemodynamics and vascular permeability after vascular-disrupting therapy. Multiagent DCE-MRI (sequential injection of G5 dendrimer, G2 dendrimer, and Gd-DOTA) was performed in tumor-bearing mice before, 2 and 24 hours after treatment with vascular disrupting agent DMXAA or placebo. Constrained DCE-MRI gamma capillary transit time modeling was used to estimate flow F, blood volume fraction vb, mean capillary transit time tc, bolus arrival time td, extracellular extravascular fraction ve, vascular heterogeneity index a1 (all identical between agents) and extraction fraction E (reflective of permeability), and transfer constant Ktrans (both agent-specific) in perfused pixels. F, vb, and a1 decreased at both time points after DMXAA, whereas tc increased. E (G2 and G5) showed an initial increase, after which, both parameters restored. Ktrans (G2 and Gd-DOTA) decreased at both time points after treatment. In the control, placebo-treated animals, only F, tc, and Ktrans Gd-DOTA showed significant changes. Histologic perfused tumor fraction was significantly lower in DMXAA-treated versus control animals. Our results show how multiagent tracer-kinetic modeling can accurately determine the effects of vascular-disrupting therapy by separating simultaneous changes in tumor hemodynamics and vascular permeability. Significance: These findings describe a new approach to measure separately the effects of antivascular therapy on tumor hemodynamics and vascular permeability, which could help more rapidly and accurately assess the efficacy of experimental therapy of this class.

    Original languageEnglish
    Pages (from-to)1561-1570
    Number of pages10
    JournalCancer Research
    Volume78
    Issue number6
    DOIs
    Publication statusPublished - 15 Mar 2018

    UN SDGs

    This output contributes to the following UN Sustainable Development Goals (SDGs)

    1. SDG 3 - Good Health and Well-being
      SDG 3 Good Health and Well-being

    Keywords

    • Animals
    • Capillary Permeability/drug effects
    • Contrast Media/pharmacology
    • Dendrimers/pharmacology
    • Heterocyclic Compounds
    • Image Processing, Computer-Assisted/methods
    • Kinetics
    • Magnetic Resonance Imaging/methods
    • Mice, Inbred BALB C
    • Neoplasms, Experimental/diagnostic imaging
    • Organometallic Compounds
    • Placebos
    • Xanthones/pharmacology

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