Phantom Validation of DCE-MRI Magnitude and Phase-Based Vascular Input Function Measurements

Warren Foltz, Brandon Driscoll, Sangjune Laurence Lee, Krishna Nayak, Naren Nallapareddy, Ali Fatemi, Cynthia Ménard, Catherine Coolens, Caroline Chung

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

Accurate, patient-specific measurement of arterial input functions (AIF) may improve model-based analysis of vascular permeability. This study investigated factors affecting AIF measurements from magnetic resonance imaging (MRI) magnitude (AIFMAGN) and phase (AIFPHA) signals, and compared them against computed tomography (CT) (AIFCT), under controlled conditions relevant to clinical protocols using a multimodality flow phantom. The flow phantom was applied at flip angles of 20° and 30°, flow rates (3-7.5 mL/s), and peak bolus concentrations (0.5-10 mM), for in-plane and through-plane flow. Spatial 3D-FLASH signal and variable flip angle T1 profiles were measured to investigate in-flow and radiofrequency-related biases, and magnitude- and phase-derived Gd-DTPA concentrations were compared. MRI AIF performance was tested against AIFCT via Pearson correlation analysis. AIFMAGN was sensitive to imaging orientation, spatial location, flip angle, and flow rate, and it grossly underestimated AIFCT peak concentrations. Conversion to Gd-DTPA concentration using T1 taken at the same orientation and flow rate as the dynamic contrast-enhanced acquisition improved AIFMAGN accuracy; yet, AIFMAGN metrics remained variable and significantly reduced from AIFCT at concentrations above 2.5 mM. AIFPHA performed equivalently within 1 mM to AIFCT across all tested conditions. AIFPHA, but not AIFMAGN, reported equivalent measurements to AIFCT across the range of tested conditions. AIFPHA showed superior robustness.

Original languageEnglish (US)
Pages (from-to)77-89
Number of pages13
JournalTomography (Ann Arbor, Mich.)
Volume5
Issue number1
DOIs
StatePublished - Mar 1 2019

Keywords

  • MRI phase
  • arterial input function (AIF)
  • dynamic contrast-enhanced MRI (DCE-MRI)
  • permeability
  • phantom
  • quantification

Fingerprint

Dive into the research topics of 'Phantom Validation of DCE-MRI Magnitude and Phase-Based Vascular Input Function Measurements'. Together they form a unique fingerprint.

Cite this