Chronopharmacokinetics of nicotine.

RATIONALE: For high-clearance drugs such as nicotine, hemodynamic changes throughout the day may be expected to influence the rate of metabolism. MATERIAL AND METHODS: To assess the effects of meals and diurnal rhythms on nicotine clearance, an intravenous infusion of nicotine bitartrate was administered for 48 hours to 11 subjects. Two models to determine nicotine clearance variation throughout the day are described. Both models were used to estimate the mean effect of meal and diurnal rhythms on nicotine clearance and individual parameters that were regressed against baseline covariates. Clearance was modeled as a function of time [CL(t)] and split it in three components: a (constant) baseline value (theta 1), its circadian (diurnal) variation, and the effect of meal: CL(t) = [theta 1 + circadian(t)] [1 + meal(t)]. A two-compartmental (time-variant) model incorporating CL(t) was then fitted to the data providing estimates of CL(t) conditional on literature values of the time-invariant parameters (volume of distribution and intercompartmental clearances). RESULTS: The estimated circadian(t) showed a maximum at approximately 11 AM and a flat minimum from 6 PM to 3 AM; the estimated meal(t) showed a sharp increase up to 1 hour (after the meal), at which point clearance is increased 42%, and a slower decrease thereafter, returning to baseline (zero) after 2.8 hours. Individual estimates of baseline clearance are found to have a linear relationship with body weight. No other covariate, sex in particular, effect could be found.

A pooled analysis of CD4 response to zidovudine and zalcitabine treatment in patients with AIDS and AIDS-related complex.

INTRODUCTION: This article reports a meta-analysis focused on the efficacy of zalcitabine and zidovudine alone or in combination as reported by three AIDS Clinical Trial Group trials. We analyzed the log CD4 count (LCD4) response to therapy up to 1 year after the beginning of therapy. One of the purposes of this article was to illustrate a meta-analysis method that permits pooling of original data from trials with different designs. METHODS: To effectively eliminate obvious differences due to design, we first estimated complete (1 year) individual LCD4 versus time curves using a sophisticated smoothing technique. Then several summary descriptors were computed from the completed LCD4 curves. Those descriptors were corrected for baseline covariate differences, and the corrected values were then related to measures of drug exposure. RESULTS: Significant baseline covariates were LCD4 baseline count and AIDS-related complex or AIDS diagnosis. The predictor, corrected for baseline covariates, that correlated best with drug exposure was intensity, the initial rate of rise of LCD4, estimated as the slope of LCD4 between pretreatment and peak LCD4. CONCLUSION: Using intensity as a single response measure, we found weak evidence for synergism of zalcitabine and zidovudine: combination therapy increased response by 20% over that expected from a purely additive interaction.

Relationship between graft cytochrome P-450 3A content and early morbidity after liver transplantation.

Cytochrome P-450 3A metabolizes CsA into several metabolites with very limited pharmacological activity and toxicity. In 40 liver donors, the relative concentrations of P-450 3A was assessed by immunoblot analysis using a specific monoclonal antibody exhibited a 10-fold variation (mean = 92 +/- 50 arbitrary units [AU]/mg) in levels. Problems consequent upon CsA usage (nephrotoxicity, neurotoxicity, and hypertension) occurred in 8 of 34 transplant recipients in the immediate postoperative period, and in these 8 patients the problems were always associated with low graft P-4503A levels (mean = 52 +/- 19 A.U./mg, P = 0.0003, cf. patients with no toxicity). Four of these patients had CsA levels that were also high, but 4 had CsA levels in the therapeutic range. Episodes of early graft rejection were related to higher P-450 3A levels (mean = 110 +/- 24 A.U./mg). Cytochrome P-450 3A levels were also found to be inversely related to CsA whole blood levels (assessed with a specific antibody 12 hr after the intravenous infusion of CsA at 1 mg/kg in the recipients (P < 0.02). Cytochrome P-450 3A can provide information that should allow individualized immunosuppression with CsA maintaining therapeutic levels but avoiding toxicity in susceptible individuals.

A descriptive tool to characterize nonlinear kinetics, with applications to meperidine and lidocaine.

We describe an explorative data analysis tool which can detect and describe the presence of nonlinearities in multiple dose kinetics studies. The method is nonparametric (i.e. not dependent on modeling assumptions), uses regression to estimate the functions representing the kinetics, and makes the detection of nonlinearity a part of the model selection process. Flexible functions (splines) are used to describe the kinetics corresponding to the lowest given dose, and to describe the (possible) departure of the kinetics corresponding to higher doses from the reference kinetics. The estimated kinetics and departures can be examined to offer possible insight into the nature of the nonlinearity. The methodology is applied to the analysis of meperidine and lidocaine kinetics through the lungs and the heart. We find that the lung kinetics of lidocaine and meperidine are linear. However their myocardial kinetics are complex and nonlinear.

Cimetidine does not alter sparfloxacin pharmacokinetics.

The interaction between cimetidine and sparfloxacin was studied in 10 healthy volunteers who received a single oral dose of 400 mg sparfloxacin on the third day of an 8 day cimetidine (400 mg t.i.d.) or placebo randomly assigned treatment. No statistically significant differences were observed in the pharmacokinetic parameters (Cmax-AUC-T1/2-urinary excretion and metabolic ratio) of sparfloxacin following the 2 treatment. Cimetidine does not affect absorption, metabolism or urinary excretion of sparfloxacin; consequently, patients exposed to this drug combination are not at risk.

[Relationship between hepatic cytochrome P-450 3A and acute cyclosporine toxicity in liver transplantation]. / Relations entre cytochrome P-450 3A hépatique et toxicité aiguë de la ciclosporine en transplantation hépatique.

Despite the availability of whole blood cyclosporine assays, the different response of individual patients to its administration following transplantation continue to pose clinical problems, particularly in respect of toxicity. The aim of this study was to know if the inter-individual variations in the hepatic concentration of cytochrome P-450 3A, that metabolizes cyclosporine into several metabolites with very limited immunosuppressive activity, could be associated with cyclosporine toxicity. 59 consecutive liver transplant recipients were studied. Immunosuppression was with cyclosporine, azathioprine and methylprednisolone. The relative concentration of P-450 3A was assessed by immunoblot analysis using a specific monoclonal antibody on liver graft biopsy. Twelve patients experienced toxic neurological and renal complications. Six of these patients had cyclosporine levels in the therapeutic range. There was an excellent correlation between the occurrence of complications and cyclosporine whole blood levels (P < 10(-4), the first day post-op after a standard dose of cyclosporine (1 mg/kg). Cytochrome P-450 3A hepatic content assessed in a groups of 34 patients exhibited a 10-fold variation (m = 94 +/- 47 AU (Arbitrary Units)/mg). Eight of these patients who developed cyclosporine toxicity had a lower graft P-450 3A levels (m = 52 +/- 19 AU/mg, P = 3.10(-4), cf. patients with no toxicity). This highlights the importance of the first dose of cyclosporine and indicates that cytochrome P-450 3A can provide information which should allow individualized immunosuppression with cyclosporine maintaining therapeutic levels but avoiding toxicity in susceptible individuals.

Effect of ribavirin on intracellular and plasma pharmacokinetics of nucleoside reverse transcriptase inhibitors in patients with human immunodeficiency virus-hepatitis C virus coinfection: results of a randomized clinical study.

The intracellular triphosphorylation and plasma pharmacokinetics of lamivudine (3TC), stavudine (d4T), and zidovudine (ZDV) were assessed in a pharmacokinetic substudy, in 56 human immunodeficiency virus-hepatitis C virus (HIV-HCV) coinfected patients receiving peginterferon alfa-2a (40KD) 180 microg/week plus either placebo or ribavirin (RBV) 800 mg/day in the AIDS PEGASYS Ribavirin International Coinfection Trial. There were no significant differences between patients treated with RBV and placebo in plasma pharmacokinetics parameters for the nucleoside reverse transcriptase inhibitors (NRTIs) at steady state (weeks 8 to 12): ratios of least squares mean of area under the plasma concentration-time curve (AUC(0-12 h)) were 1.17 (95% confidence interval, 0.91 to 1.51) for 3TC, 1.44 (95% confidence interval, 0.58 to 3.60) for d4T and 0.85 (95% confidence interval, 0.50 to 1.45) for ZDV, and ratios of least squares mean plasma C(max) were 1.33 (95% confidence interval, 0.99 to 1.78), 1.06 (95% confidence interval, 0.68 to 1.65), and 0.84 (95% confidence interval, 0.46 to 1.53), respectively. Concentrations of NRTI triphosphate (TP) metabolites in relation to those of the triphosphates of endogenous deoxythymidine-triphosphate (dTTP) and deoxcytidine-triphosphate (dCTP) were similar in the RBV and placebo groups. Differences (RBV to placebo) in least squares mean ratios of AUC(0-12 h) at steady state were 0.274 (95% confidence interval, -0.37 to 0.91) for 3TC-TP:dCTP, 0.009 (95% confidence interval, -0.06 to 0.08) for d4T-TP:dTTP, and -0.081 (95% confidence interval, -0.40 to 0.24) for ZDV-TP:dTTP. RBV did not adversely affect HIV-1 replication. In summary, RBV 800 mg/day administered in combination with peginterferon alfa-2a (40KD) does not significantly affect the intracellular phosphorylation or plasma pharmacokinetics of 3TC, d4T, and ZDV in HIV-HCV-coinfected patients.

Linear mixed-effect multivariate adaptive regression splines applied to nonlinear pharmacokinetics data.

In a frequently performed pharmacokinetics study, different subjects are given different doses of a drug. After each dose is given, drug concentrations are observed according to the same sampling design. The goal of the experiment is to obtain a representation for the pharmacokinetics of the drug, and to determine if drug concentrations observed at different times after a dose are linear in respect to dose. The goal of this paper is to obtain a representation for concentration as a function of time and dose, which (a) makes no assumptions on the underlying pharmacokinetics of the drug; (b) takes into account the repeated measure structure of the data; and (c) detects nonlinearities in respect to dose. To address (a) we use a multivariate adaptive regression splines representation (MARS), which we recast into a linear mixed-effects model, addressing (b). To detect nonlinearity we describe a general algorithm that obtains nested (mixed-effect) MARS representations. In the pharmacokinetics application, the algorithm obtains representations containing time, and time and dose, respectively, with the property that the bases functions of the first representation are a subset of the second. Standard statistical model selection criteria are used to select representations linear or nonlinear in respect to dose. The method can be applied to a variety of pharmacokinetics (and pharmacodynamic) preclinical and phase I-III trials. Examples of applications of the methodology to real and simulated data are reported.

Importance of chronopharmacokinetics in design and evaluation of transdermal drug delivery systems.

Circadian and meal effects on nicotine kinetics determine in part blood nicotine concentrations and in doing so may influence cigarette smoking behavior throughout the day. We have shown previously that nicotine clearance varies by approximately 17% (from peak to through) due to diurnal factors throughout the day and that meals increase nicotine clearance by about 42%. Until now pharmacokinetic analyses of nicotine absorption from patches have assumed a constant clearance of nicotine over 24 hr. Using 11 individual kinetic estimates from a previous study, we analyzed plasma nicotine concentrations vs. time data of two nicotine patch studies, and conducted a set of simulations to determine the extent to which time-varying kinetics would influence the design of transdermal drug delivery systems, intented to maintain a constant plasma nicotine concentration over 24 hr. Not incorporating time-varying kinetics leads to biased estimates of the delivery rate of the nicotine patches, and increases the variability in the delivery rates estimates. The hypothetical transdermal drug delivery systems designed assuming constant nicotine clearance results in a systematical underdosing during the first 12 hr after beginning therapy. The transdermal drug delivery systems obtained assuming the correct time-varying clearance shows three components: 1) an early high delivery rate, followed by 2) a rather constant, but slightly decreasing at night, release rate and 3) transient increases in delivery rate for 2 hr after each meal. The effect of circadian variations in clearance could be compensated for in patch design by decreasing the delivery rate during the night. Transient variations in clearance due to meals would require the corresponding use of rapid drug delivery dosage forms. The methods we devise to predict optimal dosing regimens in presence of chronopharmacokinetics might be useful for other medications in which blood levels need to be precisely controlled.

Down-regulation models and modeling of testosterone production induced by recombinant human choriogonadotropin.

Chorionic gonadotropin (CG) is a glycoprotein hormone, whose action is mediated by the luteinizing hormone/CG receptor. Testosterone concentrations from six pituitary-desensitized, healthy male volunteers were obtained after four different administrations of recombinant-human CG (rhCG). We present a modeling study to provide a possible explanation for the observations that increased exposure to rhCG induces higher and then lower testosterone concentrations and that marked rebound effects are observed at the end of repeated administration of rhCG. We used semimechanistic models (in which flexible functions represent unknown parts of the models) to identify the relationship of rhCG concentrations to the testosterone levels. Based on the results obtained with the semimechanistic models, different mechanistic down-regulation models were devised and tested. The final model uses a one-compartment model to describe the endogenous production rate of testosterone; rhCG affects the production rate with a mechanism consistent with a two-site binding site, with effect proportional to one-site bound concentration. The modeling results indicate that when rhCG concentration increases, the testosterone production rate increases to 45 times the baseline value. However, at an rhCG concentration of more than about 30 IU/liter, the production rate decreases. Simulations showed that both dose and dosing interval profoundly influence testosterone response to rhCG.

Selecting reliable pharmacokinetic data for explanatory analyses of clinical trials in the presence of possible noncompliance.

For single-dose concentration-time data collected in clinical trials to be useful for explanatory pharmacokinetic (PK) or pharmacokinetic-pharmacodynamic (PK-PD) analyses, the following two assumptions on the data must hold: (i) the times of the concentration (PK) observations are known, and (ii) the patient's recent past dosing history (times and amounts) is known. If either (or both) of these assumptions does not hold, and data analysis proceeds as if it did, biased estimates may result. Assumption (i) usually does hold as study personnel observe and record PK sampling times. Assumption (ii) is a problem when, as is often the case of outpatient studies, one must rely on patient recall for past dosing history. This paper presents a technique to avoid assumption (ii) by identifying for deletion those PK observation occasions likely exhibiting unreliable preceding dose histories. To so identify occasions, a Bayes objective function (posterior density) for the data is maximized in its parameters for each individual. The likelihood factor of this function is a mixture pharmacostatistical model expressing the likelihood of the observed concentration(s) under three mutually exclusive events: the prescribed dose preceding the occasion was not taken at all (NT), the prescribed dose was taken at the specified time (T), or the prescribed dose was taken at an unspecified time (U). Suspect observations are identified as those whose maximum corresponding likelihood component is other than T. The approach as defined here relies on the following assumptions in addition to (i): (ii) population PK (i.e., the distribution of PK parameters in the population being sampled) is known, at least approximately. (iii) PK samples (at least 1 or 2 per occasion) are available, (iv) doses taken are of the stated magnitude, and (v) the drug has a short half-life. Simulations reveal that especially when more than one PK sample is available per study occasion, the methodology chooses a set of PK observations that should perform better in subsequent explanatory analyses, or as a basis for estimating individual PK parameters, than do other simpler methods.

Incidence of adverse reactions to cyclosporine after liver transplantation is predicted by the first blood level.

Despite the availability of whole-blood cyclosporine assays, the different responses of individual patients to its administration after transplantation continue to pose clinical problems, particularly with respect to toxicity. Fifty-seven recipients of first orthotopic liver transplants were studied between January 1992 and July 1992. Initial immunosuppression was carried out with azathioprine, methylprednisolone and cyclosporine, at a dose of 1 mg/kg/day adjusted to achieve blood levels between 400 and 600 ng/ml. Cyclosporine levels were measured 12 hr after the start of intravenous administration and correlated with the occurrence of toxic complications. Twelve patients experienced toxic complications in the first 7 days after orthotopic liver transplantation. These were neurological in six patients (of whom four also had kidney failure) and renal complications in the other six patients. All complications were reversed by reducing or stopping administration of cyclosporine. We noted excellent correlation between the occurrence of complications and cyclosporine whole-blood levels (p < 0.0001) despite the fact that levels did not exceed the therapeutic range. However, no correlation was observed between toxicity and cumulative dosage. In this study we were able to demonstrate that a standardized dose of cyclosporine does not prevent the occurrence of toxic side effects even when cyclosporine whole-blood levels are subsequently maintained in the therapeutic range. This highlights the importance of the first dose of cyclosporine and consequent early postoperative blood levels and indicates that these problems are unlikely to be overcome until a method of predicting individual requirements can be established in clinical practice.

Pharmacokinetics of saquinavir, zidovudine, and zalcitabine in combination therapy.

We investigated the pharmacokinetics of zidovudine, zalcitabine, and saquinavir in AIDS Clinical Trial Group protocol 229. Patients received either saquinavir, zalcitabine, or a combination of both, together with zidovudine three times a day. Approximately 100 patients were enrolled in each treatment arm, and intensive pharmacokinetic studies were performed on about 25 patients per arm at weeks 1 and 12. We estimated the pharmacokinetic parameters of all three drugs by using parametric and nonparametric methods. The mean values of the pharmacokinetic parameters of zidovudine (clearance [CL]/bioavailability [F], 168 liters/h; volume of distribution [V]/F, 185 liters; half-life, 0.76 h) and zalcitabine (CL/F, 25 liters/h; V/F, 92.2 liters; half-life, 2.7 h) were similar to those reported previously. For saquinavir, the mean pharmacokinetic parameter estimates using parametric methods were as follows: maximum concentration of drug in serum [Cmax], 70.8 ng/ml; time to Cmax, 3.11 h; area under the curve, 809 ng x h/ml; CL/F, 989 liters/h; V/F, 1,503 liters; half-life, 1.38 h. For all three drugs, clearance decreased with age. Weight did not influence the clearance of zidovudine, but the clearance of zalcitabine and saquinavir increased with weight. There were no differences in pharmacokinetic parameters between study weeks and arms, suggesting that there is no change in kinetics with chronic administration and that there are no significant pharmacokinetic interactions among these three drugs.

Exposure-response relationships for saquinavir, zidovudine, and zalcitabine in combination therapy.

The relationship of CD4+ cell response, level of RNA in plasma, and quantitative peripheral blood mononuclear cell (PBMC) titer to apparent drug exposure was investigated by using data from AIDS Clinical Trial Group protocol 229, a multicenter randomized study. Patients received either saquinavir, zalcitabine, or a combination of both, along with open-label zidovudine. Approximately 100 patients were enrolled in each arm, and the primary study duration was 24 weeks. Individual drug exposure, the area under the concentration-time curve, was estimated by using population-based pharmacokinetic methods. Response was defined as the maximum increase in CD4+ cell count or the maximum decrease in RNA in plasma or PBMC titer adjusted for baseline CD4+ cell count, RNA in plasma, and PBMC titer, respectively. Regression of responses on exposure demonstrated an exposure effect for saquinavir which was significant for the maximum increase in CD4+ cell count and the decrease in RNA in plasma. For the PBMC titer, no significant relationship could be demonstrated but the results suggested a trend similar to that of the other response variables. For all three response variables, the slope of the saquinavir exposure response was greater with the triple combination (saquinavir, zidovudine, and zalcitabine) than with the combination of saquinavir and zidovudine, suggesting possible synergism between saquinavir and zalcitabine.