Understanding K trans: a simulation study based on a multiple-pathway model

Phys Med Biol. 2017 Jul 7;62(13):N297-N319. doi: 10.1088/1361-6560/aa70c9. Epub 2017 May 3.

Abstract

The transfer constant K trans is commonly employed in dynamic contrast-enhanced MRI studies, but the utility and interpretation of K trans as a potential biomarker of tumor vasculature remains unclear. In this study, computer simulations based on a comprehensive tracer kinetic model with multiple pathways was used to provide clarification on the interpretation and application of K trans. Tissue concentration-time curves pertaining to a wide range of transport conditions were simulated using the multiple-pathway (MP) model and fitted using the generalized kinetic (GK) and extended GK models. Relationships between K trans and plasma flow F p, vessel permeability PS and extraction rate EF p under various transport conditions were assessed by correlation and regression analysis. Results show that the MP model provides an alternative two-tier interpretation of K trans based on the vascular transit time. K trans is primarily associated with F p and EF p respectively, in the slow and rapid vascular transit states, independent of the magnitude of PS. The relative magnitudes of PS and F p only serve as secondary constraints for which K trans can be further associated with EF p and PS in the slow and rapid transit states, respectively.

MeSH terms

  • Blood Vessels / diagnostic imaging
  • Blood Vessels / metabolism
  • Computer Simulation*
  • Contrast Media* / metabolism
  • Humans
  • Image Enhancement
  • Kinetics
  • Magnetic Resonance Imaging*
  • Permeability
  • Sensitivity and Specificity

Substances

  • Contrast Media