Mapping water exchange rates in rat tumor xenografts using the late-stage uptake following bolus injections of contrast agent

Magn Reson Med. 2014 May;71(5):1874-87. doi: 10.1002/mrm.24847. Epub 2013 Jun 25.

Abstract

Purpose: To map the intra-to-extracellular water exchange rate constant in rat xenografts using a two-compartment model of relaxation with water exchange and a range of contrast agent concentrations and compare with histology.

Methods: MDA-MB-231 cells were xenografted into six nude rats. Three bolus injections of gadodiamide were administered. When uptake in the tumor demonstrated a steady-state, T1 data were acquired by spoiled gradient recalled acquisitions at four flip angles. A global fit of data to a two-compartment model incorporating exchange was performed, assuming a distribution volume of 20% of the rat.

Results: Voxels that did not reach steady-state and were excluded from parametric maps tended to be in large necrotic areas. TUNEL-negative (nonapoptotic) regions tended to have well-defined error bounds, with an average intra-to-extracellular exchange rate constant of 0.6 s(-1) . Apoptotic regions had higher exchange, but poorly determined upper bounds, with goodness of fit similar to that for a model assuming infinitely fast exchange. A lower bound of >3 s(-1) was used to establish voxels where the exchange rate constant was fast despite a large upper bound.

Conclusion: Water exchange rates were higher in apoptotic regions, but examination of statistical errors was an important step in the mapping process.

Keywords: DCE-MRI; quantitative MRI; tumor response; two-compartment model; water exchange rate.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Body Water / metabolism*
  • Cell Line, Tumor
  • Computer Simulation
  • Contrast Media / administration & dosage
  • Contrast Media / pharmacokinetics
  • Female
  • Gadolinium DTPA / administration & dosage
  • Gadolinium DTPA / pharmacokinetics*
  • Image Interpretation, Computer-Assisted / methods*
  • Injections, Intravenous
  • Magnetic Resonance Imaging / methods*
  • Metabolic Clearance Rate
  • Models, Biological*
  • Neoplasms, Experimental / metabolism*
  • Neoplasms, Experimental / pathology
  • Rats
  • Rats, Nude
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Tissue Distribution

Substances

  • Contrast Media
  • gadodiamide
  • Gadolinium DTPA