Multiparametric characterization of response to anti-angiogenic therapy using USPIO contrast-enhanced MRI in combination with dynamic contrast-enhanced MRI

J Magn Reson Imaging. 2018 Jun;47(6):1589-1600. doi: 10.1002/jmri.25898. Epub 2017 Dec 4.

Abstract

Background: Steady state susceptibility contrast (SSC)-MRI provides information on vascular morphology but is a rarely used method.

Purpose: To investigate the utility of the ultrasmall superparamagnetic iron oxide particles (USPIOs) GEH121333 for measuring tumor response to bevacizumab and compare this with gadolinium-based DCE-MRI.

Study type: Prospective preclinical animal model study.

Animal model: Mice bearing subcutaneous TOV-21G human ovarian cancer xenografts treated with bevacizumab (n = 9) or saline (n = 9).

Field strength/sequence: Imaging was performed on a 7T Bruker Biospec. For SSC-MRI with GEH121333 we acquired R1 -maps (RARE-sequence with variable TR), R2 -maps (multi-spin echo), and R2*-maps (multi-gradient echo). Additionally, R1 and R2 maps were measured on the days after USPIO injection. For DCE-MRI with gadodiamide we acquired 200 T1 -weighted images (RARE-sequence).

Assessment: ΔR1 , ΔR2 , and ΔR2* maps were computed from SSC-MRI. DCE-MRI was analysed using the extended Tofts model.

Statistical tests: Results from pre- and 3 days posttreatment SSC-MRI were compared using paired-sample t-tests. Treatment and control groups were compared using independent sample t-tests. Performance of SSC- and DCE-MRI was compared using multivariate partial least squares discriminant analysis.

Results: Already one day after treatment and USPIO injection, R1 and R2 values were lower in treated (R1 = 0.49 ± 0.03s-1 , R2 = 23.07 ± 1.49s-1 ) compared with control tumors (R1 = 0.52 ± 0.02s-1 , R2 = 24.98 ± 1.01s-1 ), indicating lower USPIO accumulation. Posttreatment SSC-MRI displayed significantly decreased tumor blood volume (change in ΔR2 = -0.43 ± 0.26s-1 , P = 0.001) and vessel density (change in Q = -0.032 ± 0.020s-1/3 , P = 0.002). DCE-MRI showed among others lower Ktrans in treated tumors (control = 0.064 ± 0.011min-1 , tx = 0.046 ± 0.008min-1 , P = 0.002). Multivariate analysis suggests that SSC-MRI was slightly inferior to DCE-MRI in distinguishing treated from control tumors (accuracy = 75%, P = 0.058 versus 80%, P = 0.028), but a combination of both was best (accuracy = 85%; P = 0.003).

Data conclusion: SSC-MRI with GEH121333 is sensitive to early (<24 h) and late changes in tumor vasculature. SSC-MRI and DCE-MRI provide complementary information and can be used to assess different aspects of vascular responses to anti-angiogenic therapies.

Level of evidence: 1 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:1589-1600.

Keywords: angiogenesis; anti-angiogenic; bevacizumab; iron oxide nanoparticles; steady state susceptibility contrast MRI; vessel size imaging.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Angiogenesis Inhibitors / therapeutic use*
  • Animals
  • Bevacizumab / therapeutic use
  • Brain / diagnostic imaging
  • Cell Line, Tumor
  • Contrast Media / chemistry*
  • Dextrans / chemistry*
  • Female
  • Humans
  • Imaging, Three-Dimensional
  • Magnetic Resonance Imaging*
  • Magnetite Nanoparticles / chemistry*
  • Metal Nanoparticles / chemistry
  • Mice
  • Neoplasm Transplantation
  • Neovascularization, Pathologic / drug therapy
  • Ovarian Neoplasms / diagnostic imaging*
  • Ovarian Neoplasms / drug therapy*
  • Prospective Studies
  • Reproducibility of Results
  • Sensitivity and Specificity

Substances

  • Angiogenesis Inhibitors
  • Contrast Media
  • Dextrans
  • Magnetite Nanoparticles
  • ferumoxtran-10
  • Bevacizumab