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Change in Binding Potential as a Quantitative Index of Neurotransmitter Release Is Highly Sensitive to Relative Timing and Kinetics of the Tracer and the Endogenous Ligand

Karmen K. Yoder, PhD1, Chunzhi Wang, MS1 and Evan D. Morris, PhD1,2

1 Division of Research, Section of Imaging Science, Department of Radiology, Indiana University School of Medicine, Indianapolis, Indiana
2 Department of Biomedical Engineering, Purdue School of Engineering and Technology, Indiana University—Purdue University, Indianapolis, Indiana



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FIGURE 1. (A) Idealized DA perturbations with identical DA peak times used in simulated 11C-raclopride scans. {Delta}BP (B) and bound endogenous DA (C), corresponding to different DA release for each perturbation shown in A. Dashed line at 44 nmol/L indicates Bmax(tot).

 


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FIGURE 2. (A) Idealized DA perturbations as approximate {delta}-functions used in 11C-raclopride simulations. (B) {Delta}BP resulting from each approximate {delta}-function, plotted vs. time of onset (td). (C) Free tissue raclopride, FRAC(t), curve over time for a case of no DA perturbation (baseline).

 


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FIGURE 3. Timing of cocaine-induced (A) and mp-induced (B and C) endogenous DA responses used as perturbations in 11C-raclopride simulations. Bold lines indicate reference responses (DA responses beginning at t = 0 of the simulated scan). Note that the x-axes start at –20 min (i.e., 20 min before start of simulations).

 


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FIGURE 4. (A) {Delta}BP for cocaine-induced and mp-induced DA responses with respect to timing of each perturbation. (B) Identical data set shown in A, normalized by {Delta}BP from a reference perturbation (Fig. 3) initiated at t = 0 for each DA curve type.

 


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FIGURE 5. (A) {gamma}-Variate functions representing CDP I at multiple times. Height of peak corresponds to 42.0 nmol/L bound endogenous DA, with corresponding transient maximum receptor occupancy of 95%. (B) {gamma}-Variate functions representing CDP II at multiple times. Height of peak corresponds to 39.8 nmol/L bound endogenous DA, with corresponding transient maximum receptor occupancy of 90%. (C) {Delta}BP for CDP I ({blacktriangleup}) and CDP II ({circ}) as responses are delayed in time relative to bolus 11C-raclopride injection.

 


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FIGURE 6. Correlation between {Delta}BP and EWA for multiple DA responses CDP I (sharp response; {triangleup}, {blacktriangleup}) and CDP II (blunt response; {circ}, •) with 2 different versions of raclopride kinetics. Tracer A parameters are from Pappata et al. (35) ({blacktriangleup}, •) and tracer B parameters were modified from Endres and Carson (21) ({triangleup}, {circ}). The 2 squares ({blacksquare}, {square}) represent data points from simulations generated with a {gamma}-variate DA perturbation with the following parameters: {alpha} = 1.5; ß = 0.2; {gamma} = 10,000; td = 1. This corresponds to a huge and physiologically implausible release of DA.

 


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FIGURE 7. Simulation results from hypothetical experiment comparing plausible DA perturbations. (A) CDP I (sharp curve, solid line) and CDP II (blunt curve, dashed line) were used as DA perturbations. CDP I (sharp), DA takeoff t = 2 min; CDP II (blunt), DA takeoff t = 1 min after simulated bolus 11C-raclopride injection. (B) Corresponding DA release (left y-axis) and {Delta}BP (right y-axis) for curves in A. CDP I, {blacktriangleup}; CDP II, {circ}.

 





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