Changes in drug plasma concentrations of an extensively bound and highly extracted drug, propofol, in response to altered plasma binding

OBJECTIVE: Cardiopulmonary bypass is known to result in a reduction in the plasma binding of drugs. The resulting effect on the hepatic clearance of drugs with low extraction is well understood. However, the situation with those that are highly extracted is less clear. Studies were, therefore, undertaken with one such drug, propofol, for which plasma binding was changed during cardiac surgery with cardiopulmonary bypass. METHODS: After induction of anesthesia with midazolam in 19 patients, propofol was infused continuously at a rate of 4 mg. kg(-1). h(-1) during surgery. Propofol's concentration was measured by HPLC in blood samples collected from the radial artery and hepatic vein during surgery at predetermined intervals. The drug's unbound fraction in arterial plasma was estimated via equilibrium dialysis. RESULTS: The total concentration of propofol in blood was unchanged during surgery except shortly after the initiation of cardiopulmonary bypass. By contrast, the fraction of unbound propofol in blood increased by 2-fold during cardiopulmonary bypass and then decreased after the completion of cardiopulmonary bypass. The hepatic extraction ratio of propofol was greater than 0.8 and remained constant throughout surgery. The ratio of propofol concentration in erythrocytes to that in blood increased by 1.6-fold during cardiopulmonary bypass. CONCLUSIONS: During cardiopulmonary bypass, a significant increase in the concentration of unbound propofol occurred without alteration in the total propofol concentration in blood. The effect of the changes of propofol's protein binding on its kinetics was consistent with the predictions based on the well-stirred model of hepatic elimination for an intravenously infused high-clearance drug. Our finding on propofol pharmacokinetics may be the first example demonstrating the theoretic prediction of the well-stirred model.     

The Influence of Dye Infusion Rate and Hepatic Plasma Flow on Indocyanine Green Clearance

The plasma clearance and extraction ratio of indocyanine green (ICG) were followed in cats anesthetized with chloralose. In one series of experiments the ICG infusion rate was raised stepwise and in another the hepatic plasma flow was changed by replacing part of the blood volume with erythrocytes, plasma, or dextran (Macrodex®). For unknown reasons blood replacement with Macrodex increased the ICG elimination. Both plasma clearance and extraction ratio were independent of ICG infusion rate but dependent on hepatic plasma flow. In contrast, a clearance calculated from the dye elimination rate and the estimated average hepatic plasma concentration of ICG was independent of changes in hepatic plasma flow. In conclusion, plasma clearance and extraction ratio of indocyanine green are not ideal for estimation of liver function. However, when clearance is calculated from the average hepatic plasma concentration of the dye, it becomes independent of hepatic plasma flow and thus a more reliable index of liver function.     

The influence of dye infusion rate and hepatic plasma flow on indocyanine green clearance.

The plasma clearance and extraction ratio of indocyanine green (ICG) were followed in cats anesthesized with chloralose. In one series of experiments the ICG infusion rate was raised stepwise and in another the hepatic plasma flow was changed by replacing part of the blood volume with erythrocytes, plasma, or dextran (Macrodex). For unknown reasons blood replacement with Macrodex increased the ICG elimination. Both plasma clearance and extraction ratio were independent of ICG infusion rate but dependent on hepatic plasma flow. In contrast, a clearance calculated from the dye elimination rate and the estimated average hepatic plasma concentration of ICG was independent of changes in hepatic plasma flow. In conclusion, plasma clearance and extraction ratio of indocyanine green are not ideal for estimation of liver function. However, when clearance is calculated from the average hepatic plasma concentration of the dye, it becomes independent of hepatic plasma flow and thus a more reliable index of liver function.     

Commentary: a physiological approach to hepatic drug clearance.

A physiological approach has been developed recognizing that hepatic blood flow, the activity of the overall elimination process (intrinsic clearance), drug binding in the blood, and the anatomical arrangement of the hepatic circulation are the major biological determinants of hepatic drug clearance. This approach permits quantitative prediction of both the unbound and total drug concentration/time relationships in the blood after intravenous and oral administration, and any changes that may occur as a result of alterations in the above biological parameters. These considerations have led to a classification of drug metabolism based on the hepatic extraction ratio. The proposed classification allows prediction and interpretation of the effects of individual variations in drug-metabolizing activity, route of administration, pharmacokinetic interactions, and disease states on hepatic drug elimination.     

The effects of exercise and adrenaline infusion upon the blood levels of propranolol and antipyrine in the horse

There are now several examples showing that experimentally induced changes in hepatic blood flow can have a marked effect upon the elimination of certain high clearance drugs. Changes in hepatic blood flow produced by exercise might therefore be expected to influence the clearance of these drugs. There was an increase of up to 100%, compound to control values, in the plasma levels of propranolol in horses given either d- or dl-propranolol, 0.2 mg/kg b.wt., and then subjected to sustained exercise for 30 minutes. There was, however, no similar increase with exercise in the plasma levels of antipyrine in horses given antipyrine, 50 mg/kg b.wt. Intravenous infusions of adrenaline, 1 microgram/kg b.wt./min for 10 minutes also produced an increase of about 70% in the plasma levels of d-propranolol.     

Kinetics of high-dose intravenous morphine in cardiac surgery patients.

Ten patients received 1.0 mg/kg of morphine sulfate by constant-rate intravenous infusion at 5 mg/min over 9 to 27 min. Multiple arterial blood samples were drawn during the first 30 to 151 min after termination of the infusion, prior to institution of cardiopulmonary bypass. Postinfusion plasma concentrations were fitted by computer to biexponential functions consistent with a 2-compartment open pharmacokinetic model. Mean (+/- SE) pharmacokinetic parameters were: volume of central compartment, 0.09 +/- 0.03 L/kg; total apparent volume of distribution, 1.02 +/- 0.09 L/kg; distribution T 1/2, 0.90 +/- 0.09 min; apparent elimination T 1/2, 137 +/- 14 min; total clearance, 378 +/- 63 ml/min. Thus distribution of morphine is very rapid, but the apparent volume of distribution is only slightly larger than body weight, suggesting limited tissue uptake. Since apparent elimination T 1/2s are similar to those reported after smaller doses, evidence of saturable or capacity-linked elimination is lacking. Total clearances, representing mainly hepatic clearance, averaged about 25% of hepatic blood flow, suggesting clinically important first-pass metabolism of oral morphine.     

Effect of exercise on pharmacokinetics

The increasing popularity of sporting events, even for people on drug treatment, has raised the question of the interaction of exercise and pharmacokinetics. Exercise reduces splanchnic blood flow, but possible changes in the absorption of orally given drugs seem to be of minor clinical significance. Absorption from intramuscular, subcutaneou and transdermal application sites may be accelerated by exercise, possibly causing harmful consequences, e.g. in diabetics treated with insulin. Exercise or physical work increases the rate and depth of respiration thus increasing alveolar exchange of gases and vapours. Physical activity increases muscular blood flow and the binding of digoxin to muscular structures, with a simultaneous fall in the concentration of serum digoxin. Reduction in blood flow to adipose and other inactive tissues may delay the distribution of some drugs that are stored or removed by these tissues. The change from supine to upright position can affect the distribution of a drug. Exercise reduces the blood flow in the liver and deactivation of drugs with flow-limited (high clearance) hepatic metabolism such as nitrates and lidocaine. Metabolism of capacity-limited (low clearance) drugs, e.g. antipyrine, diazepam and amobarbital, is not influenced by exercise. Renal plasma flow, urine excretion rate and urine pH are also reduced by exercise. This is an important reason why the serum levels of drugs eliminated through the kidneys increase during physical stress. The changes in parenteral absorption and distribution volume of some drugs caused by exercise, as well as the short half-life of drugs, are properties resulting in altered therapeutic/toxic response in those drugs with a narrow therapeutic range.     

Serum protein binding and pharmacokinetics of valproate in man, dog, rat and mouse.

The serum protein binding of valproate (di-n-propylacetate) has been determined at therapeutic concentrations by equilibrium dialysis in man (94.8%), dog (78.5%), rat (63.4%) and mouse (11.9%). In dog serum, the binding was found to be independent of the valproate concentration in the range of 5 to about 70 microgram/ml, but fell with higher concentrations. In addition, the kinetics of valproate has been determined in dogs and rats. After intravenous administration, serum concentrations declined biexponentially in both species, the half-life of elimination (T 0.5 (beta)) being 1.7 hours in dogs and 4.6 hours in rats. In comparison with the pharmacokinetics of valproate in man and mouse, it can be assumed that the protein binding of valproate is rate-limiting for its clearance by the liver and may be responsible for the striking differences in the half-lives of the drug in different species. Increased drug binding was associated with a decrease in the total clearance and in all species examined, the calculated hepatic extraction ratios (0.009-0,17) were smaller that the free fraction, indicating that valproate fits into the group of drugs with restrictive and liver blood flow independent elimination, i.e., only the unbound drug can be cleared.     

Comparison of coenzyme Q10 plasma levels in obese and normal weight children

BACKGROUND: Childhood obesity is associated with lower plasma levels of lipophilic antioxidants which may contribute to a deficient protection of low-density lipoproteins (LDL). An increased plasma level of oxidized LDL in obese people with insulin resistance has been demonstrated. The lipophilic antioxidant coenzyme Q10 (CoQ10) is known as an effective inhibitor of oxidative damage in LDL as well. The aim of the present study was to compare the CoQ10 levels in obese and normal weight children. METHODS: The CoQ10 plasma concentrations were measured in 67 obese children (BMI>97th percentile) and related to their degree of insulin resistance. Homeostasis model assessment (HOMA) was used to detect the degree of insulin resistance. The results were compared to a control group of 50 normal weight and apparently healthy children. The results of the CoQ10 levels were related to the plasma cholesterol concentrations. RESULTS: After adjustment to plasma cholesterol, no significant difference in the CoQ10 levels between obese and normal weight children could be demonstrated. Furthermore, there was no difference between insulin-resistant and non-insulin-resistant obese children. CONCLUSION: CoQ10 plasma levels are not reduced in obese children and are not related to insulin resistance.     

The concordance of early antipyrine and thiopental distribution kinetics

Studies of factors affecting the initial disposition of drugs with a rapid onset of effect following i.v. administration have used antipyrine as a surrogate for lipophilic drugs because it lacks cardiovascular effects. The present study tested the assumption that antipyrine is a useful surrogate for the flow-dependent tissue distribution of the lipophilic drug thiopental by comparing the recirculatory pharmacokinetic models of antipyrine and thiopental disposition after concomitant administration to five dogs anesthetized with 1.5% halothane. The pharmacokinetics of indocyanine green, a marker of the intravascular behavior of antipyrine and thiopental, and antipyrine in these dogs was nearly identical to that described previously in dogs anesthetized with 1.5% halothane but not given thiopental. The total volume of distribution of the highly lipophilic drug thiopental was more than 60% larger than that of antipyrine, 53 versus 33 liters, respectively. Nonetheless, the initial distribution kinetics of the two drugs, including the pulmonary tissue volume and the volume of the nondistributive pathway as well as the clearance to it, were nearly identical. As a result, the fraction of cardiac output involved in distribution of the two drugs to peripheral tissues was similarly identical, although the distribution of cardiac output between clearance to the rapidly equilibrating tissues and clearance to the slowly equilibrating tissues differed slightly. This study validates the assumption that antipyrine is a useful surrogate for lipophilic drugs in pharmacokinetic studies in which physiologic stability is desirable to meet the assumption of system stationarity.     

Effect of cimetidine on verapamil disposition

The effects of multiple doses of cimetidine on single-dose verapamil kinetics were studied in nine healthy men. Baseline hepatic blood flow was estimated by indocyanine green elimination on day 1. On day 2, the subjects received verapamil, 10 mg iv, after which the plasma concentration-time profile was determined. After a 2-day washout, cimetidine, 300 mg, was taken by mouth four times a day for 5 days. The indocyanine green study was repeated on day 9 and verapamil was taken on day 10. Cimetidine reduced verapamil clearance by 21% and increased the elimination t1/2 by 50%. The volume of distribution at steady state did not change. Cimetidine increased hepatic blood flow in some subjects, while decreasing it in others. There was no correlation between individual changes in verapamil clearance and hepatic blood flow. These data indicate that cimetidine reduces verapamil clearance by mechanism(s) other than a change in hepatic blood flow or volume of distribution.     

Ion-trapping, microsomal binding, and unbound drug distribution in the hepatic retention of basic drugs

This study investigated the relative contribution of ion-trapping, microsomal binding, and distribution of unbound drug as determinants in the hepatic retention of basic drugs in the isolated perfused rat liver. The ionophore monensin was used to abolish the vesicular proton gradient and thus allow an estimation of ion-trapping by acidic hepatic vesicles of cationic drugs. In vitro microsomal studies were used to independently estimate microsomal binding and metabolism. Hepatic vesicular ion-trapping, intrinsic elimination clearance, permeability-surface area product, and intracellular binding were derived using a physiologically based pharmacokinetic model. Modeling showed that the ion-trapping was significantly lower after monensin treatment for atenolol and propranolol, but not for antipyrine. However, no changes induced by monensin treatment were observed in intrinsic clearance, permeability, or binding for the three model drugs. Monensin did not affect binding or metabolic activity in vitro for the drugs. The observed ion-trapping was similar to theoretical values estimated using the pHs and fractional volumes of the acidic vesicles and the pKa values of drugs. Lipophilicity and pKa determined hepatic drug retention: a drug with low pKa and low lipophilicity (e.g., antipyrine) distributes as unbound drug, a drug with high pKa and low lipophilicity (e.g., atenolol) by ion-trapping, and a drug with a high pKa and high lipophilicity (e.g., propranolol) is retained by ion-trapping and intracellular binding. In conclusion, monensin inhibits the ion-trapping of high pKa basic drugs, leading to a reduction in hepatic retention but with no effect on hepatic drug extraction.     

Pharmacokinetics and pharmacodynamics of methylprednisolone in obesity.

Methylprednisolone pharmacokinetics and its directly suppressive effects on plasma cortisol, blood histamine (basophils), and circulating helper T cells were evaluated in six obese (at least 35% above ideal body weight) men and six nonobese male volunteers. Methylprednisolone doses of 0.6 mg/kg total body weight were administered as the 21-succinate sodium salt. Absolute clearance (in liters per hour) of methylprednisolone was 40% less in the obese subjects. Total volume of distribution (Vss) of methylprednisolone was unchanged (about 120 L), but when normalized for total body weight, Vss per kilogram was less in obesity. The patterns of cortisol, blood histamine, and helper T cell responses after methylprednisolone administration were similar in both groups, but more profound effects were observed in the obese subjects. Pharmacodynamic models were applied for these immediate effects of methylprednisolone based on the premise that receptor interactions of steroids are followed by rapid suppression of the circadian rhythm of cortisol and recirculation of basophils and helper T cells, which persist until inhibitory concentrations (IC50) of methylprednisolone disappear. Similar IC50 values for the three effects were obtained in both groups, indicating no intrinsic pharmacodynamic differences in sensitivity to these methylprednisolone effects in obesity. However, methylprednisolone should be administered on the basis of ideal body weight, and the dosing interval should be potentially lengthened because of decreased methylprednisolone clearance in obesity.     

Tracer kinetic model of blood-brain barrier transport of plasma protein-bound ligands. Empiric testing of the free hormone hypothesis.

Previous studies have shown that the fraction of hormone or drug that is plasma protein bound is readily available for transport through the brain endothelial wall, i.e., the blood-brain barrier (BBB). To test whether these observations are reconcilable with the free-hormone hypothesis, a tracer-kinetic model is used in the present investigations to analyze in vivo initial extraction data on BBB transport of protein-bound steroid hormones (dihydrotestosterone, testosterone, estradiol, and corticosterone), thyroid hormones (triiodothyronine), and lipophilic amine drugs (propranolol). The plasma proteins used are bovine albumin and human orosomucoid. Transport data was fit to a modification of the Kety-Renkin-Crone equation of capillary physiology; the modified equation incorporates the principles of both capillary physiology and plasma protein-ligand mass action binding relationships. In most cases, the experimental data is best fit to the model equation when the apparent in vivo dissociation constant, KDa, of the ligand protein binding reaction increases to values that are 5- to 50-fold greater than the in vitro dissociation constant, KD. This result indicates that the rate of ligand dissociation from the plasma protein is accelerated in the capillary bed relative to the in vitro situation. It is hypothesized that the major factor leading to the rapid transport in vivo of protein-bound ligands into tissues such as brain is an endothelial-induced decrease in the affinity of the plasma protein for the ligand. Under these conditions, the amount of plasma ligand available for tissue clearance in vivo parallels the protein-bound fraction, not the free hormone.     

Influence of morbid obesity on the single-dose pharmacokinetics of daptomycin

The present study characterized the single-dose pharmacokinetics of daptomycin dosed as 4 mg/kg of total body weight (TBW) in seven morbidly obese and seven age-, sex-, race-, and serum creatinine-matched healthy subjects. The glomerular filtration rate (GFR) was measured for both groups following a single bolus injection of [(125)I]sodium iothalamate. Noncompartmental analysis was used to determine the pharmacokinetic parameters, and these values were normalized against TBW, ideal body weight (IBW), and fat-free weight (FFW) for comparison of the two groups. All subjects enrolled in this study were female, and the mean (+/-standard deviation) body mass index was 46.2 +/- 5.5 kg/m(2) or 21.8 +/- 1.9 kg/m(2) for the morbidly obese or normal-weight group, respectively. The maximum plasma concentration and area under the concentration-time curve from dosing to 24 h were approximately 60% higher (P < 0.05) in the morbidly obese group than in the normal-weight group, and these were a function of the higher total dose received in the morbidly obese group. No differences in daptomycin volume of distribution (V), total clearance, renal clearance, or protein binding were noted between the two groups. Of TBW, FFW, or IBW, TBW provided the best correlation to V. In contrast, TBW overestimated GFR through creatinine clearance calculations using the Cockcroft-Gault equation. Use of IBW in the Cockcroft-Gault equation or use of the four-variable modification of diet in renal disease equation best estimated GFR in morbidly obese subjects. Further studies of daptomycin pharmacokinetics in morbidly obese patients with acute bacterial infections and impaired renal function are necessary to better predict appropriate dosage intervals.     

Disposition of chlordiazepoxide: sex differences and effects of oral contraceptives.

There is considerable interspecies and interdrug variability in the effect of sex differences and oral contraceptive (OC) steroids on hepatic drug elimination. Their influence on the disposition of chlordiazepoxide has been studied in 11 healthy young men (29 +/- 5 yr), 11 healthy young women (28 +/- 5 yr), and 7 healthy women receiving OC steroids (27 +/- 2 yr) for more than 6 months. The elimination half-life (t1/2(beta)) was longer (from 14.8 +/- 5.9 hr to 8.9 +/- 2.5 hr) and protein binding less (95.5 +/- 1.4% and 97.0 +/- 1.2%) in women than in men. Weight-normalized plasma clearances of total drug did not differ, but the clearance of unbound drug was significantly less in women (8.7 +/- 5.0 ml/min/kg) than in men (15.6 +/- 5.3 ml/min/kg). Women on OC steroids had a lower plasma binding (from 93.6 +/- 1.5% to 95.5 +/- 1.4%) and a higher volume of distribution (from 0.62 +-/ 0.23 l/kg to 0.40 +/- 0.14 l/kg) than women not on OC steroids. The elimination t1/2 was longer (from 24.3 +/- 12 hr to 14.8 +/- 5.9 hr) and the clearance of unbound drug lower (from 5.7 +/- 3.0 ml/min/kg to 8.7 +/- 5.0 ml/min/kg) in women on OC steroids than in those not using them, but these differences were not statistically significant.     

Efficient extraction by the liver governs overall elimination of hepatocyte growth factor in rats.

A steady-state pharmacokinetic analysis was performed to investigate the overall elimination and extraction of hepatocyte growth factor (HGF) by its target organs, including liver, kidney, and lung, during its constant i.v. infusion in rats. The plasma clearance of HGF became saturated as the steady-state plasma concentration (Cpss) increased, but complete saturation was not achieved, even when the Cpss ( approximately 1000 pM) was much higher than the dissociation constant for the HGF receptor (20-40 pM), which has been identified as one of the major clearance sites for HGF. This result suggests that there is a low-affinity and high-capacity clearance mechanism, other than receptor-mediated endocytosis, involved in its elimination from the body. The hepatic extraction ratio of HGF, assessed by determining the HGF concentration in both the circulating blood and hepatic vein, was 40 to 60%, whereas the HGF extraction both in kidney and lung was always less than 10%. Hepatic clearance accounted for approximately 70% of the plasma clearance at any Cpss. Thus, the present study shows that HGF in circulating plasma is efficiently extracted by the liver compared with other HGF target organs, the liver being involved in 70% of the overall elimination both under linear and nonlinear conditions. Biliary excretion of HGF was observed, but this accounted for only 0.1 to 0. 2% of the infusion rate, indicating that the nonlysosomal pathway of HGF, which avoids the lysosomal enzymes and transcytoses HGF directly into the bile, is very minor indeed.     

Plasma clearance of propranolol and sotalol and hepatic drug-metabolizing enzyme activity.

The role of hepatic drug-metabolizing enzyme activity for plasma propranolol and sotalol levels was investigated in 68 patients with hypertension or angina pectoris by comparing elimination rate with antipyrine kinetics and cytochrome P-450 content in the liver. All subjects were resistant to or had hepatotoxic reaction to previous treatment. Plasma antipyrine clearance and cytochrome P-450 content in biopsies were related to propranolol elimination from plasma, the best fit being obtained with the clearance values. Sotalol plasma clearance was not related to any indirect or direct reflector of the hepatic drug-metabolizing enzyme system. The results demonstrate that plasma clearance of the short-acting beta blocker, propranolol, depends on the activity of hepatic drug-metabolizing enzyme system and indicates a trial with a drug such as sotalol which is not dependent on liver metabolizing capacity.     

Comparative Study of Protoporphyrins in Erythropoietic Protoporphyria and Griseofulvin-Induced Murine Protoporphyria: BINDING AFFINITIES, DISTRIBUTION, AND FLUORESCENCE SPECTRA IN VARIOUS BLOOD FRACTIONS

Excess erythrocyte protoporphyrins of human congenital erythropoietic protoporphyria and of griseofulvin-induced murine hepatic protoporphyria were found to be associated with hemoglobin and stroma fractions in similar relationships. More than 99.5% of total erythrocyte protoporphyrin was bound to hemoglobin in each case. However, profound differences were found when protoporphyrin concentration was measured in erythrocytes that had been segregated into populations of progressive age on discontinuous density gradients. In erythropoietic protoporphyria, porphyrin content diminished rapidly with age; in murine protoporphyria, the aging erythrocyte populations became progressively more porphyrin rich. In vitro diffusion of protoporphyrin from plasma across the intact erythrocyte membrane was demonstrated. The equimolar binding affinity of protoporphyrin to hemoglobin was shown to be 40 times that of protoporphyrin to serum albumin. This strong affinity provides the driving force for the observed transmembrane diffusion, and explains the high erythrocyte/plasma porphyrin ratio in murine hepatic protoporphyria. The opposite rapid efflux of intra-erythrocytic protoporphyrin into plasma previously shown in uncomplicated erythropoietic protoporphyria occurs despite this strong hemoglobin affinity, implying continuous efficient clearance of protoporphyrin from plasma by the liver. Furthermore, these and other data suggest that a hepatic synthetic source for any significant fraction of the blood protoporphyrin in erythropoietic protoporphyria is highly improbable.     

Determination of lipophilicity and its use as a predictor of blood-brain barrier penetration of molecular imaging agents.

Compound lipophilicity is a fundamental physicochemical property that plays a pivotal role in the absorption, distribution, metabolism, and elimination (ADME) of therapeutic drugs. Lipophilicity is expressed in several different ways, including terms such as Log P, clogP, delta Log P, and Log D. Often a parabolic relationship exists between measured lipophilicity and in vivo brain penetration of drugs, where those moderate in lipophilicity often exhibit highest uptake. Reduced brain extraction of more lipophilic compounds is associated with increased non-specific binding to plasma proteins. More lipophilic compounds can also be more vulnerable to P450 metabolism, leading to faster clearance. Very polar compounds normally exhibit high water solubility, fast clearance through the kidneys, and often contain ionizable functional groups that limit blood-brain barrier (BBB) penetration. The brain penetration and specific to non-specific binding ratios exhibited in vivo by positron emission tomography (PET) and single photon emission computed tomography (SPECT) radiotracers involves a complex interplay between many critical factors, including lipophilicity, receptor affinity, metabolism, molecular size and shape, ionization potential, and specific binding to BBB efflux pumps or binding sites on albumin or other plasma proteins. This paper explores situations in which lipophilicity is a good predictor of BBB penetration, as well as those where this correlation is poor. The more commonly used methods for measuring lipophilicity are presented, and the various terms often found in the literature outlined. An attempt is made to describe how this information can be used in optimizing the development of PET and SPECT tracers that target the central nervous system (CNS).