Title :
Goodness-of-fit and local identifiability of a receptor-binding radio-pharmacokinetic system
Author :
Vera, David R. ; Scheibe, Paul O. ; Krohn, Kenneth A. ; Trudeau, Walter L. ; Stadalnik, Robert C.
Author_Institution :
Dept. of Radiol. & Internal Med., California Univ., Sacramento, CA, USA
fDate :
4/1/1992 12:00:00 AM
Abstract :
A four-state nonlinear model describing a radiopharmacokinetic system for a hepatic receptor-binding radiopharmaceutical, ( 99mTc)-galactosyl-neoglycoalbumin, (TcNGA), was tested for goodness-of-fit and local identifiability using scanning data from nine healthy subjects and seven patients with severe liver disease. Based on standard deviations of liver and heart imaging data at equilibria as a measure of observational error, the reduced chi-square ranged from 0.5 to 2.6. Values above 1.2 occurred when the subject moved during the 30 min study. Relative standard errors for each parameter were determined. The highest standard errors occurred when the amount of TcNGA injected exceeded the total amount of receptor. Therefore, when TcNGA functional imaging was performed without excess patient motion and receptor saturation, the kinetic model provided data fits of low systematic error and yielded high precision estimates of receptor concentration and forward binding rate constant.
Keywords :
identification; physiological models; radioactive tracers; (/sup 99m/Tc)-galactosyl-neoglycoalbumin; 30 min; 4-state nonlinear model; forward binding rate constant; goodness-of-fit; healthy subjects; heart imaging data; kinetic model; local identifiability; nuclear medicine; observational error; patients; receptor concentration; receptor-binding radio-pharmacokinetic system; reduced chi-square; severe liver disease; standard errors; Biomedical imaging; Density measurement; Heart; Kinetic theory; Liver diseases; Mathematical model; Medical diagnostic imaging; Plasma measurements; Radiology; System testing; Albumins; Binding Sites; Evaluation Studies as Topic; Humans; Liver Diseases; Models, Statistical; Organotechnetium Compounds; Pharmacokinetics; Reproducibility of Results;
Journal_Title :
Biomedical Engineering, IEEE Transactions on