Rapid-Steady-State-T1 signal modeling during contrast agent extravasation: toward tumor blood volume quantification without requiring the arterial input function

Magn Reson Med. 2015 Mar;73(3):1005-14. doi: 10.1002/mrm.25218. Epub 2014 Apr 14.

Abstract

Purpose: This study demonstrates how to quantify the tumor blood volume fraction (BVf) using the dynamic Rapid-Steady-State-T1 (RSST1 )-MRI method despite contrast agent (CA) leakage and without arterial input function (AIF) determination.

Methods: For vasculature impermeable to CAs, the BVf is directly quantified from the RSST1 signal amplitude. In case of CA extravasation, we propose a two-compartment model to describe the dynamic RSST1 signal increase. We applied the mathematical model in a pilot-study on a RG2-glioma model to compare extravasation of two Gd-based CAs. The BVf quantification using the mathematical model in a C6-glioma model (n = 8) with the clinical CA Gd-DOTA was validated using a ΔR2 *-steady-state MRI method with an USPIO and by immunohistochemical staining of perfused vessels labeled with Hoechst-33342 dye in the same rats.

Results: BVf in tumor and in healthy brain tissues (0.034 ± 0.005 and 0.026 ± 0.004, respectively) derived from the dynamic RSST1 signal were confirmed by ΔR2 *-steady-state MRI (0.036 ± 0.003 and 0.027 ± 0.002, respectively, correlation coefficient rS = 0.74) and by histology (0.036 ± 0.003 and 0.025 ± 0.004 respectively, rS = 0.87).

Conclusion: Straightforward tumor BVf quantification without AIF determination is demonstrated in presence of CA leakage. The method will facilitate angiogenesis assessment in longitudinal neuro-oncologic studies in particular when monitoring the response to antiangiogenic therapies.

Keywords: C6-glioma model; RSST1-MRI method; quantitative magnetic resonance imaging; tumor blood volume fraction; two-compartment model; vascular permeability.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Blood Volume
  • Blood Volume Determination / methods
  • Brain Neoplasms / pathology
  • Brain Neoplasms / physiopathology*
  • Cell Line, Tumor
  • Computer Simulation
  • Contrast Media / pharmacokinetics
  • Extravasation of Diagnostic and Therapeutic Materials / etiology
  • Extravasation of Diagnostic and Therapeutic Materials / metabolism*
  • Extravasation of Diagnostic and Therapeutic Materials / pathology
  • Heterocyclic Compounds / pharmacokinetics
  • Image Interpretation, Computer-Assisted / methods
  • Magnetic Resonance Imaging / methods*
  • Male
  • Models, Biological*
  • Neovascularization, Pathologic / pathology
  • Neovascularization, Pathologic / physiopathology*
  • Organometallic Compounds / pharmacokinetics
  • Rats
  • Rats, Inbred F344

Substances

  • Contrast Media
  • Heterocyclic Compounds
  • Organometallic Compounds
  • gadolinium 1,4,7,10-tetraazacyclododecane-N,N',N'',N'''-tetraacetate