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T C Krejcie

Publications and source records attributed to T C Krejcie.

At least 19 recordsLinked to original sources

Drug-induced hemodynamic perturbations alter the disposition of markers of blood volume, extracellular fluid, and total body water.

Recirculatory pharmacokinetic models for indocyanine green (ICG), inulin, and antipyrine facilitate description of intravascular mixing and tissue distribution following intravenous administration. These models characterized physiologic marker disposition in four awake dogs under control conditions and during phenylephrine, isoproterenol, and nitroprusside infusions. Systemic vascular resistance was more than doubled by phenylephrine and was decreased more than 50% by both isoproterenol and nitroprusside. Dye (ICG) dilution cardiac output (CO) was decreased nearly one-third by phenylephrine, was more than doubled by isoproterenol, and was largely unaffected by nitroprusside. Although phenylephrine reduced CO, the fraction of CO represented by nondistributive blood flow nearly doubled at the expense of blood flow to rapidly equilibrating tissues. The area under the blood antipyrine concentration versus time relationship for 3 min after administration (AUC(0-3 min)) during the phenylephrine infusion was nearly 75% larger than control due to both increased first-pass AUC and an increased fraction of CO represented by nondistributive blood flow. The large increase in CO produced by isoproterenol increased blood flow to rapidly equilibrating tissues and relatively decreased blood flow to slowly equilibrating tissues, because some appeared to equilibrate rapidly. Antipyrine AUC(0-3 min) during the isoproterenol infusion decreased more than 30%, due to decreased first-pass AUC. Nitroprusside changed antipyrine intercompartmental clearances in proportion to CO and, hence, had little effect on antipyrine AUC(0-3 min). These data provide further evidence that changes in antipyrine (a lipophilic drug surrogate) blood flow-dependent distribution after rapid i.v. administration are not proportional to changes in CO but depend on both CO and its distribution.

Adrenergic alpha-Agonists↗

Indocyanine green kinetics characterize blood volume and flow distribution and their alteration by propranolol.

BACKGROUND AND OBJECTIVES: Although indocyanine green can be used to estimate cardiac output and blood volume independently, a recirculatory multicompartmental indocyanine green model enables description of these and additional intravascular events. Our model was used to describe the effect of propranolol on blood volume and flow distribution in humans. METHODS: Indocyanine green disposition was determined twice in four healthy adult men, once during a propranolol infusion that decreased cardiac output. After injection of indocyanine green, arterial blood was collected frequently for 2 minutes and less frequently thereafter. Plasma indocyanine green concentrations were measured by HPLC. The recirculatory pharmacokinetic model incorporates data from both the initial transient oscillations and the later post-mixing portions of the blood indocyanine green concentration versus time curves to characterize not only blood volume and cardiac output but also their distribution among a central blood volume and fast and slow peripheral volumes in lumped parallel circuits. Flow through the central circulation (cardiac output) is described by two parallel Erlang distribution functions generated by two linear chains of compartments in parallel. RESULTS: Propranolol reduced cardiac output from 10.6 to 4.1 L/min. Most of the decrease in cardiac output was at the expense of blood flow to the fast peripheral circuit, which represented nonsplanchnic circulation. Propranolol also reduced the blood volume of the fast peripheral circuit by more than half. CONCLUSION: Our indocyanine green model is able to derive estimates of blood volume and cardiac output, as well as their systemic distribution during different physiologic conditions.

Adrenergic beta-Antagonists↗

Isoflurane alters the recirculatory pharmacokinetics of physiologic markers.

BACKGROUND: Earlier studies have demonstrated that physiologic marker blood concentrations in the first minutes after administration, when intravenous anesthetics exert their maximum effect, are determined by both cardiac output and its distribution. Given the reported vasodilating properties of isoflurane, we studied the effects of isoflurane anesthesia on marker disposition as another paradigm of altered cardiac output and regional blood flow distribution. METHODS: The dispositions of markers of intravascular space and blood flow (indocyanine green), extracellular space and free water diffusion (inulin), and total body water and tissue perfusion (antipyrine) were determined in four purpose-bred coonhounds. The dogs were studied while awake and while anesthetized with 1.7%, 2.6%, and 3.5% isoflurane (1.15, 1.7, and 2.3 minimum alveolar concentration, respectively) in a randomized order determined by a Latin square experimental design. Marker dispositions were described by recirculatory pharmacokinetic models based on very frequent early, and less frequent later, arterial blood samples. These models characterize the role of cardiac output and regional blood flow distribution on drug disposition. RESULTS: Isoflurane caused a significant and dose-dependent decrease in cardiac output. Antipyrine disposition was profoundly affected by isoflurane anesthesia, during which nondistributive blood flow was maintained despite decreases in cardiac output, and the balance between fast and slow tissue volumes and blood flows was altered. CONCLUSIONS: The isoflurane-induced changes in marker disposition were different than those the authors reported previously for halothane anesthesia, volume loading, or hypovolemia. These data provide further evidence that not only cardiac output but also its peripheral distribution affect early drug concentration history after rapid intravenous administration.

Anesthetics, Inhalation↗

Facilitated uptake of fentanyl, but not alfentanil, by human pulmonary endothelial cells.

BACKGROUND: Extensive pulmonary uptake of lipophilic basic amines, such as fentanyl, attenuates early blood drug concentrations after rapid intravenous administration. The basis of this phenomenon is poorly understood. The authors tested the hypothesis that fentanyl uptake into cultured human lung microvascular endothelial (HMVE-L) cells occurs by facilitated uptake in addition to passive diffusion. The authors compared fentanyl and alfentanil uptake with that of antipyrine, a diffusible marker of pulmonary tissue water. In addition, the authors determined the effect of verapamil, a nonspecific inhibitor of drug transport, and UIC2, a blocking antibody of the P-glycoprotein drug transporter, on the uptake of these drugs. METHODS: Human lung microvascular endothelial cells were incubated, with varying concentrations of antipyrine and fentanyl or alfentanil in the absence or presence of varying verapamil concentrations or of UIC2. Supernatants were collected and cells were rinsed and dissolved. Supernatant and cell-associated antipyrine, fentanyl, and alfentanil concentrations were measured. The data were fit to a model of cellular uptake that allowed for passive diffusion and facilitated uptake. RESULTS: Alfentanil uptake by HMVE-L cells was indistinguishable from that of antipyrine for the concentration ranges studied. In contrast, at low concentrations, fentanyl sequestration into HMVE-L cells was substantially greater than that of antipyrine. Facilitated fentanyl uptake was blocked by verapamil, but not by UIC2, in a concentration-dependent manner. CONCLUSIONS: The differential HMVE-L uptake of fentanyl and alfentanil is consistent with the observed differences in the pulmonary uptake of these drugs. This suggests that specific fentanyl uptake and sequestration by HMVE-L cells may be the mechanisms of its extensive pulmonary uptake.

ATP Binding Cassette Transporter, Subfamily B, Mem↗

Ketamine distribution described by a recirculatory pharmacokinetic model is not stereoselective.

BACKGROUND: Differences in the pharmacokinetics of the enantiomers of ketamine have been reported. The authors sought to determine whether these differences extend to pulmonary uptake and peripheral tissue distribution and to test the hypothesis that tissue distribution of the stereoisomers differs because of carrier-mediated drug transport. METHODS: The dispositions of markers of intravascular space and blood flow (indocyanine green, ICG) and total body water and tissue perfusion (antipyrine) were determined along with S-(+)- and R-(-)-ketamine in five mongrel dogs. The dogs were studied while anesthetized with 2.0% halothane. Marker and drug dispositions were described by recirculatory pharmacokinetic models based on frequent early and less-frequent later arterial blood samples. These models characterize pulmonary uptake and the distribution of cardiac output into parallel peripheral circuits. RESULTS: Plasma elimination clearance of the S-(+)-ketamine enantiomer, 29.9 ml x min(-1) x kg(-1), was higher than that of the R-(-)-enantiomer, 22.2 ml x min(-1) x kg(-1). The apparent pulmonary tissue volumes of the ketamine S-(+) and R-(-)-enantiomers (0.31 l) did not differ and was approximately twice that of antipyrine (0.16 l). The peripheral tissue distribution volumes and clearances and the total volume of distribution (2.1 l/kg) were the same for both stereoisomers when elimination clearances were modeled from the rapidly equilibrating peripheral compartment. CONCLUSIONS: Although the elimination clearance of S-(+)-ketamine is 35% greater than that of the R-(-)-enantiomer, there is no difference in the apparent pulmonary tissue volume or peripheral tissue distribution between the stereoisomers, suggesting that physicochemical properties of ketamine other than stereoisomerism determine its perfusion-limited tissue distribution.

Algorithms↗

Modifications of blood volume alter the disposition of markers of blood volume, extracellular fluid, and total body water.

Recirculatory pharmacokinetic models for indocyanine green (ICG), inulin, and antipyrine describe intravascular mixing and tissue distribution after i.v. administration. These models characterized physiologic marker disposition in four awake, splenectomized dogs while they were normovolemic, volume loaded (15% of estimated blood volume added as a starch solution), and mildly and moderately hypovolemic (15 and 30% of estimated blood volume removed). ICG-determined blood volumes increased 20% during volume loading and decreased 9 and 22% during mild and moderate hypovolemia. Dye (ICG) dilution cardiac output (CO) increased 31% during volume loading and decreased 27 and 38% during mild and moderate hypovolemia. ICG-defined central and fast peripheral intravascular circuits accommodated blood volume alterations and the fast peripheral circuit accommodated blood flow changes. Inulin-defined extracellular fluid volume contracted 14 and 21% during hypovolemia. Early inulin disposition changes reflected those of ICG. The ICG and inulin elimination clearances were unaffected by altered blood volume. Neither antipyrine-defined total body water volume nor antipyrine elimination clearance changed with altered blood volume. The fraction of CO not involved in drug distribution had a significant effect on the area under the antipyrine concentration-versus-time relationships (AUC) in the first minutes after drug administration. Hypovolemia increased the fraction of CO represented by nondistributive blood flow and increased the antipyrine AUC up to 60% because nondistributive blood flow did not change, despite decreased CO. Volume loading resulted in a smaller (less than 20%) antipyrine AUC decrease despite increased fast tissue distributive flow because nondistributive flow also increased with increased CO.

Animals↗

Uptake of fentanyl in pulmonary endothelium.

Fentanyl is a basic amine shown to have extensive first-pass pulmonary uptake. To evaluate the role of the pulmonary endothelium in this uptake process, the simultaneous pharmacokinetics of [3H]fentanyl and two marker drugs, blue dextran, and [14C]antipyrine, were evaluated in a flow-through system of pulmonary endothelial cells. Fentanyl equilibrium kinetics were determined in a static culture system. The flow-through system consisted of monolayers of bovine pulmonary artery endothelial cells cultured on solid microcarrier beads placed in a chromatography column and perfused at 1.0 ml/min (37 degreesC). Fentanyl and the markers were injected into the perfusate at the top of the column and samples were collected from the eluate at 9-s intervals for 10 min. The pharmacokinetic analyses were based on determinations of mean transit time and flow. Fentanyl was partitioned into the pulmonary endothelial cells 60 times more than the tissue water space marker antipyrine. In the static system, monolayers of bovine pulmonary artery endothelial cells were cultured in 3.8-cm2 wells to which were added 0 to 946 micromol (0-500 microgram/ml) of unlabeled fentanyl citrate and 0.14 micromol of [3H]fentanyl. After a 10-min incubation, solubilized cells were assayed for [3H]fentanyl. Pulmonary endothelial cells contained a higher relative fentanyl concentration at lower fentanyl supernatant concentrations than would be expected if uptake occurred by diffusion alone. These observations can be explained with a model of fentanyl uptake that includes both passive diffusion and saturable active uptake. This suggests that the extensive first-pass pulmonary uptake of fentanyl observed in vivo is due largely to vascular endothelial drug uptake by both a passive and a saturable active uptake process.

Animals↗

A recirculatory model of the pulmonary uptake and pharmacokinetics of lidocaine based on analysis of arterial and mixed venous data from dogs.

Pulmonary uptake of basic amine xenobiotics such as lidocaine may influence the onset of drug effect and ameliorate toxicity. To date, pharmacokinetic analysis of pulmonary drug uptake has been only semiquantitative and ill-suited for relating pharmacodynamics to pharmacokinetics or for estimating the time course of the fraction of drug dose residing in the lung during a single pass. We have developed recirculatory models in an experiment in which lidocaine was injected into the right atrium simultaneously with markers of intravascular space (indocyanine green) and total body water (antipyrine); this was followed by rapid arterial and mixed venous blood sampling. Such models are interpretable physiologically and are capable of characterizing the kinetics of the pulmonary uptake of lidocaine in addition to peripheral tissue distribution and elimination. The apparent pulmonary tissue volume of lidocaine (39 ml/kg) was nearly ninefold greater than that of antipyrine (4.5 ml/kg). The recirculatory model characterized both arterial and mixed venous data, but the latter data were not essential for estimating lidocaine's pulmonary disposition either before or after recirculation of drug was evident.

Anesthetics, Local↗

The effect of halothane on the recirculatory pharmacokinetics of physiologic markers.

BACKGROUND: The cardiovascular effects of halothane are well recognized, but little is known of how this affects drug distribution. The effect of halothane anesthesia on physiologic factors that affect drug disposition from the moment of injection was investigated. METHODS: The dispositions of markers of intravascular space and blood flow (indocyanine green), extracellular space and free water diffusion (inulin), and total body water and tissue perfusion (antipyrine) were determined in four purpose-bred coonhounds. The dogs were studied while awake and while anesthetized with 1%, 1.5%, and 2% halothane in a randomized order determined by a repeated measures Latin square experimental design. Marker dispositions were described by recirculatory pharmacokinetic models based on frequent early and less frequent later arterial blood samples. These models characterize the role of cardiac output and its distribution on drug disposition. RESULTS: Halothane caused a significant and dose-dependent decrease in cardiac output. The disposition of antipyrine was most profoundly affected by halothane anesthesia, which increased both nondistributive intercompartmental clearance and volume while decreasing fast and slow tissue clearances and elimination clearance in a halothane dose-dependent manner. CONCLUSIONS: Halothane-induced changes in blood flow to the compartments of the antipyrine recirculatory model were not proportional to changes in cardiac output. Halothane anesthesia significantly increased (to more than double) the area under the drug concentration versus time curve due to an increase in the apparent peripheral blood flow not involved in drug distribution, despite a dose-dependent cardiac output decrease. Recirculatory pharmacokinetic models include the best aspects of traditional compartmental and physiologic pharmacokinetic models while offering advantages over both.

Anesthesia, Inhalation↗

Use of parallel Erlang density functions to analyze first-pass pulmonary uptake of multiple indicators in dogs.

The gamma and Erlang density functions describe a large class of lagged, right-skewed distributions. The Erlang distribution has been shown to be the analytic solution for a chain of compartments with identical rate constants. This relationship makes it useful for the analysis of first-pass pulmonary drug uptake data following intravenous bolus administration and the incorporation of this analysis into an overall systemic drug disposition model. However, others have shown that one Erlang density function characterizes the residence time distribution of solutes in single tissues with significant systematic error. We propose a model of two Erlang density functions in parallel that does characterize well the arterial appearance of indocyanine green, antipyrine, and alfentanil administered simultaneously by right atrial bolus injection. We derive the equations that permit calculation of the higher order moments of a system consisting of two parallel Erlang density functions and use the results of these calculations from the data for all three indicators to estimate pulmonary capillary blood volume and mean transit time in the dog.

Alfentanil↗

Induction and maintenance of anesthesia in dogs by intravenous administration of methohexital.

OBJECTIVE: To devise and test an i.v. methohexital infusion regimen for induction and maintenance of surgical anesthesia in dogs from which they would rapidly recover. DESIGN: Dose-response and plasma concentration-effect study. ANIMALS: 11 clinically normal dogs. PROCEDURE: Bolus methohexital pharmacokinetic variables were determined in ketamine- and pentobarbital-anesthetized dogs. Plasma methohexital concentrations required to inhibit purposeful movement in response to painful stimuli were determined during a stepped methohexital infusion in the same dogs on a second occasion. These pharmacokinetic/pharmacodynamic data were next used to design a bolus and two-stage infusion regimen that would result in stable plasma methohexital concentrations with prolonged infusion. This regimen was tested in a second group of dogs. RESULTS: Mean steady-state volume of distribution of methohexital in the anesthetized dogs was 1.50 L/kg of body weight and mean elimination clearance was 10.2 ml/kg/min. Mean plasma concentrations required to prevent movement response to a noxious stimulus and at which the dogs could be extubated were 11.8 and 6.9 micrograms/ml, respectively. After a 6-hour infusion, recovery of airway reflexes sufficient to allow extubation required 67 minutes. CONCLUSIONS: An easily implemented i.v. methohexital infusion regimen for induction and maintenance anesthesia in dogs was developed. During a 6-hour infusion, hemodynamic variables did not change. Use of this regimen resulted in anesthesia of sufficient depth to prevent withdrawal in response to noxious stimuli and in reliable and acceptable emergence times for use in canine survival studies in a cost-effective manner.

Anesthesia, General↗

Recirculatory pharmacokinetic models of markers of blood, extracellular fluid and total body water administered concomitantly.

Pharmacokinetic models were developed to describe the disposition of markers of extracellular fluid (inulin) and total body water (antipyrine) from the moment of injection to incorporate the intravascular mixing component, determined by a marker of intravascular space (indocyanine green, ICG). The simultaneous dispositions of these markers were characterized in four halothane-anesthetized dogs. After injection of ICG, [14C]-inulin, and antipyrine into the right atrium, femoral arterial blood samples were collected every 3 sec for 1 min and less frequently to 20 min for ICG and to 360 min for inulin and antipyrine. ICG and antipyrine concentrations were measured by high-performance liquid chromatography and [14C]-inulin concentrations were measured by liquid scintillation counting. The marker concentration histories were characterized completely by fully identifiable recirculatory compartmental models. Because neither ICG nor inulin distribute beyond intravascular space before recirculation, their first-pass data were modelled simultaneously to improve confidence in central circulation model parameters. This central circulation model included an estimate of cardiac output that was retained in the recirculatory models of all markers. Three tissue compartments were identified for antipyrine, a lipid soluble marker that equilibrates with tissue (including the lung) and estimates total body water and tissue blood flow. The hydrophilic marker, inulin, diffuses into interstitial fluid so slowly that only two extravascular compartments were identified. These models may be used to determine how cardiac output and its distribution, pulmonary drug uptake, and nondistributive blood flow contribute to variability in patient response to drugs with a rapid onset of effect.

Animals↗

Calculation of an effect compartment rate constant using recovery indices obtained with an isolated arm technique.

We have examined the implications of the theoretical single pharmacokinetic compartment associated with blocker-induced paralysis, in relation to the isolated arm technique. It is assumed that the blocker concentration-effect relationship can be characterized by a sigmoid curve, which incorporates an exponent, s. After tourniquet release, the concentration gradient between the effect compartment and plasma should be large, and elimination related to the rate constant, keo. The major measurement of spontaneous recovery with the isolated arm is the time interval between 75% and 25% twitch depression, T25-T75. The general equation relating these three variables is developed: keo = 2.2/(s x (T25-T75)). Insertion of published values for T25-T75 with isolated arm studies into this equation gave estimates for an intrinsic keo for atracurium, vecuronium, rocuronium and pancuronium.

Androstanols↗

Effect of infusion rate on thiopental dose-response relationships. Assessment of a pharmacokinetic-pharmacodynamic model.

BACKGROUND: The rate of administration of an intravenous anesthetic induction agent is an important variable determining the total dose required to reach a given endpoint, such as loss of consciousness (LOC). The influence of infusion rate on the dose-response relationship has not been described rigorously. In this study we characterized the effect of different thiopental infusion rates on the times and doses required to reach a clinical (induction) endpoint. METHODS: Fifty-six healthy, non-premedicated men, aged 19-59 yr, were randomly assigned to receive one of seven different thiopental infusion rates (40, 60, 75, 150, 300, 600, and 1,200 mg/min). The infusion was continued until the patient dropped a held object, indicating LOC. The infusion rates were selected using a simulation which predicted the relationship between the rate of administration and cumulative dose administered at the time of LOC. Average population pharmacokinetic parameters from a three-compartment thiopental model were combined with an effect-site rate constant for thiopental equilibration of 0.58 min-1 and a median effect-site concentration of 13.8 mg/l from previously published pharmacokinetic and pharmacodynamic models for thiopental. This derived model was used to predict the total amount of thiopental required, at each infusion rate, to produce LOC. RESULTS: The observed median effective doses for infusion rates of 40-150 mg/min were similar and ranged from 296 to 318 mg. Dose requirements increased significantly with increasing infusion rates greater than 150 mg/min; median effective doses for infusion rates of 300, 600, and 1,200 mg/min were significantly different from each other (436, 555, and 711 mg, respectively). The original simulation underestimated the observed thiopental doses at all but the lowest infusion rate. A new simulation was performed using a recently developed combined pharmacokinetic-pharmacodynamic model. This model incorporated a four-compartment thiopental pharmacokinetic model with quantal dose-response data to derive an effect-site rate constant for thiopental equilibration of 0.29 min-1 and a median effect-site concentration for LOC of 11.3 mg/l. The median thiopental doses predicted by this new simulation under the extreme conditions of a 30-fold range of infusion rates were within 13% of the observed doses. CONCLUSIONS: In this study we quantified the relationship between the rate of thiopental administration and the resultant cumulative thiopental dose necessary to produce LOC. This study validated a novel pharmacokinetic-pharmacodynamic model based on a four-compartment pharmacokinetic model and infusion quantal dose-response data. Finally, we demonstrated that thiopental dose-response relationships are dependent on drug administration rate, and found that the ability to predict this dependence accurately is influenced by the pharmacokinetics, pharmacodynamics, and median effect-site concentration used to simulate the dose-response relationships.

Adult↗

A recirculatory pharmacokinetic model describing the circulatory mixing, tissue distribution and elimination of antipyrine in dogs.

A model of antipyrine disposition from the moment of its injection was developed incorporating the intravascular mixing component as determined by indocyanine green (ICG) kinetics. The simultaneous dispositions of antipyrine and ICG were characterized in five dogs anesthetized with halothane. After injecting antipyrine and ICG into the right atrium, femoral arterial blood samples were collected every 3 sec for the 1st min and less frequently to 20 min for ICG and to 360 min for antipyrine. ICG and antipyrine concentrations were measured by high-performance liquid chromatography and modeled with SAAM 30.1. A fully identifiable recirculatory compartmental model, incorporating the ICG recirculatory model with blood flows and time delays, was used to describe antipyrine disposition. Four distinct antipyrine pharmacokinetic tissue compartments and the distribution clearances assigned to them could be estimated: a pulmonary tissue (0.13 +/- 0.05 I, and 2.51 +/- 0.39 liters/min), a very fast equilibrating tissue (0.12 +/- 0.08 I, and 1.33 +/- 0.22 liters/min), a fast equilibrating tissue (3.21 +/- 0.45 I, and 0.74 +/- 0.09 liters/min) and a slow equilibrating tissue (15.94 +/- 1.8 I, and 0.44 +/- 0.13 liters/min). Although this recirculatory model retains the predominant attributes of traditional pharmacokinetic models, it also can describe completely drug concentrations during the mixing transient when many drugs reach peak effect as well as ascertain the role of cardiac output and its distribution in drug disposition.

Animals↗

A pharmacokinetic-pharmacodynamic model for quantal responses with thiopental.

The pharmacokinetic-pharmacodynamic model developed here characterizes the relationship between simulated plasma concentrations of thiopental and two dichotomous endpoints determined at induction of anesthesia: loss of voluntary motor power (clinical endpoint), and burst suppression of the electroencephalogram (EEG endpoint). The model incorporated data from two separate thiopental patient studies: a pharmacokinetic study with 21 males, and a pharmacodynamic study with 30 males. In the pharmacodynamic study, cumulative quantal dose-response curves for the clinical and EEG endpoints were developed from observations made during a constant-rate infusion of thiopental. Population mean parameters, derived from the bolus pharmacokinetic thiopental study, were used to simulate concentration-time data for the 150 mg.min-1 thiopental infusion rate used in the dose-response study. A single biophase model incorporating the two endpoints was generated, combining the pharmacokinetic and pharmacodynamic data from the two groups. Estimates of the mean effective thiopental concentrations affecting 50% of the population (EC50S) for the clinical and EEG endpoints were 11.3 and 33.9 micrograms.ml-1, respectively. The half-time for equilibration between arterial thiopental and the effect compartment was 2.6 min. These results are in reasonable agreement with previously described quantal concentration-response data, and with pharmacodynamic models developed for graded EEG responses. Simulation of bolus doses of thiopental with the new model provided ED50s for the clinical and EEG endpoints of 265 mg and 796 mg, respectively; the dose predicted to produce loss of voluntary motor power in 90% of an adult male population was 403 mg. A model combining population pharmacokinetics with cumulative dose-response relationships could prove useful in predicting dosage regimens for those drugs with responses that are categorical.

Adolescent↗