Comparison of a reference region model with direct measurement of an AIF in the analysis of DCE-MRI data.
Models have been developed for analyzing dynamic contrast-enhanced (DCE)-MRI data that do not require measurements of the arterial input function (AIF). In this study, experimental results obtained from a reference region (RR) analysis are compared with results of an AIF analysis in the same set of five animals (four imaged twice, yielding nine data sets), returning estimates of the volume transfer constant (Ktrans) and the extravascular extracellular volume fraction (ve). Student's t-test values for comparisons of Ktrans and ve between the two models were 0.14 (P=0.88) and 0.85 (P>0.4), respectively (where the high P-values indicate no significant difference between values derived from the two models). Linear regression analysis indicated there was a correlation between Ktrans extracted by the two methods: r2=0.80, P=0.001 (where the low P-value indicates a significant linear correlation). For ve there was no such correlation (r2=0.02). The mean (absolute) percent difference between the models was 22.0% for Ktrans and 28.1% for ve. However, the RR parameter values were much less precise than the AIF method. The mean SDs for Ktrans and ve for the RR analysis were 0.024 min-1 and 0.06, respectively, vs. 0.002 min-1 and 0.03 for AIF analysis.
Yankeelov
Thomas E
TE
Institute of Imaging Science, Vanderbilt University, Nashville, Tennessee 37232-2310, USA. yankeelov@vanderbilt.edu
Cron
Greg O
GO
Addison
Christina L
CL
Wallace
Julia C
JC
Wilkins
Ruth C
RC
Pappas
Bruce A
BA
Santyr
Giles E
GE
Gore
John C
JC
D000230:Adenocarcinoma / Q000098:blood supply*; D000465:Algorithms; D000818:Animals; D003287:Contrast Media / Q000493:pharmacokinetics*; D019786:Gadolinium DTPA / Q000493:pharmacokinetics*; D006614:Hindlimb; D007091:Image Processing, Computer-Assisted; D016014:Linear Models; D008279:Magnetic Resonance Imaging / Q000379:methods*; D008297:Male; D023421:Models, Animal; D009374:Neoplasms, Experimental / Q000098:blood supply*; D051381:Rats; D011916:Rats, Inbred F344
D003287:Contrast Media; C064925:gadodiamide; D019786:Gadolinium DTPA