Therapeutic drug monitoring databases for postmarketing surveillance of drug-drug interactions: evaluation of a paired approach for psychotropic medication

The present study investigated the potential of therapeutic drug monitoring data to document pharmacokinetic drug interactions with psychotropic medication, both in terms of methodology and applicability. It focused on 105 patients exposed to one of five agents known for their capacity to induce (phenytoine, phenobarbital, and carbamazepine) or to inhibit (thioridazine and levomepromazine) the metabolism of psychotropic drugs. These patients were matched by gender, age, and monitored psychotropic medication to 105 patients randomly selected from a pool of subjects nonexposed to target comedication. Such a paired approach was shown to be effective in reducing variability for a majority of substances. Power analysis suggested that eight to 10 pairs of exposed and nonexposed patients would effectively allow the detection of twofold effects of interacting substances. In keeping with the literature, analysis of the ratios of dose-normalized exposed to nonexposed concentrations indicated that phenothiazine comedication led to significantly higher concentrations of desmethylated metabolites but not parent compounds, when clomipramine, imipramine, or amitriptyline were administered. A similar, as yet undocumented interaction was observed for the tetracyclic antidepressant mianserine. In contrast, the present study revealed that maprotiline concentrations were increased, but its metabolite was largely unaffected by phenothiazine comedication. Increased concentrations were also observed for moclobemide, but not citalopram or its metabolite. In addition to its long recognized capacity to decrease haloperidol concentrations, carbamazepine was shown to induce the metabolism of clopenthixol and possibly flupenthixol. The consistency of such a picture substantiates the need to consider therapeutic drug monitoring databases as cost-effective and reliable tools for postmarketing surveillance.

Therapeutic drug monitoring and drug-drug interactions: a pharmacoepidemiological perspective

The present study investigates the potential of therapeutic drug monitoring databases to document co-medication as a possible risk factor for subtherapeutic or excessively high concentrations of psychotropic drugs. Exposure was defined with respect to co-medication including one of five agents known for their capacity to induce (phenytoin, phenobarbital and carbamazepine) or to inhibit (thioridazine and levomepromazine) the metabolism of psychotropic drugs. 87 patients exposed to such co-medication were matched by sex, age and monitored psychotropic medication with 87 patients randomly selected from a pool of subjects whose co-medication did not include any substance known to interact. Outcome was defined with respect to dose-normalized concentrations being below or above therapeutic range. When taking all psychotropic drugs together, the estimated relative risk to reach concentrations above the therapeutic range was 7.8 for patients exposed to phenothiazine co-medication. The relative risk to remain at subtherapeutic level was 2.7 for patients with inducers. When considering the different psychotropic drugs separately, a coherent picture was observed, with increased risk ratios for all substances.

Drug metabolism as a confounding factor in PK/PD population approaches

Pharmacokinetic/pharmacodynamic population approaches aim at establishing relationships between dose, drug concentration of active principles and clinical response, accounting for factors responsible for inter-individual variability. Additional difficulties in the presence of metabolites include the need to decide a priori which metabolites should be monitored according to their respective role in efficacy and/or toxicity, the need to select appropriate selective analytical methods, and the requirement for more complex pharmacokinetic and/or pharmacodynamic models. These points are discussed more extensively for psychotropic drugs, and in particular for the active metabolites of phenothiazines, for reduced haloperidol, for the desmethylated and hydroxylated metabolites of tricyclic antidepressants, and for the desmethyl metabolites of the serotonin-specific reuptake inhibitors fluoxetine and citalopram.

Basis for dosing time-dependent changes in the ocular and systemic absorption of topically applied timolol

The objective of the present study was to determine the basis for dosing time-dependent changes in the ocular and systemic absorption of topically applied timolol in pigmented rabbits. The gamma scintigraphic technique was used to monitor the changes in precorneal solution retention following instillation. Changes in timolol concentration in the plasma over 120 min and in various anterior segment eye tissues at 30 min following the topical instillation of 25 microliters of 0.65% timolol maleate solutions at various dosing times were monitored using reversed phase HPLC. Corneal and conjunctival permeability at various dosing times was evaluated in the modified Ussing chamber. The results indicated that precorneal solution drainage was slowest at noon. Suppressing tear production by anesthesia led to an increase in ocular timolol absorption at 6 a.m. but not at other dosing times, in spite of the lowest corneal permeability then. There was no statistically significant dosing time influence on systemic timolol absorption following nasal or conjunctival dosing. In conclusion, possible diurnal changes in precorneal solution clearance may be the main factor underlying the diurnal changes in ocular as well as systemic timolol absorption in rabbits. In addition, diurnal changes in corneal permeability may also contribute to diurnal changes in ocular timolol absorption.

Ocular availability of gentamicin in small animals after topical administration of a conventional eye drop solution and a novel long acting bioadhesive ophthalmic drug insert

PURPOSE

Gentamicin eye drop solutions have a short precorneal residence time. The present study investigates the effect of gentamicin using a new long acting delivery Bioadhesive Ophthalmic Insert (BODI) in healthy dogs and rabbits and compares the results with a conventional regimen using an eye drop solution.

METHODS

In vivo assays were performed on animals after deposition of one BODI and instillations of an eye drop solution. Tear samples were collected over 72 hours and 60 minutes, in the case of inserts and eye drop solution respectively. The gentamicin concentration profiles in tear fluid (determined by a fluorescent polarization immunoassay technique) was individually analyzed, in each animal, in relation with the minimum inhibitory concentration observed in vitro against some bacteria. A non classical pharmacokinetic approach was used for the analysis of the topically applied drug substance, involving two parameters: the efficacy area under the curve (AUCeff) and the efficacy time (teff).

RESULTS

In the case of the eye drop solution, the AUCeff were higher in dogs (2.80 10(3) - 3.64 10(3) [micrograms ml-1 h]) than in rabbits (0.64 x 10(3) - 0.95 x 10(3) [micrograms ml-1 h]); the teff had a similar behavior: 6-15 [h] in dogs and 2-6 [h] in rabbits. In the case of BODIs, the AUCeff and the teff were quite similar between dogs and rabbits: 190 10(3) - 205 10(3) [micrograms ml-1 h] and 70-76 [h], respectively. The AUCeff and the teff were always much higher in the case of BODIs than for the eye drop solution both in dogs and rabbits.

CONCLUSIONS

This study shows that topical administration of gentamicin using BODIs can improve treatment due to the decreasing number of applications while ensuring an effective level of antibiotic in tears controlled by the device.

Potential of concentration monitoring data for a short half-life drug: analysis of pharmacokinetic variability for moclobemide

The pharmacokinetic variability of moclobemide, a new short half-life reversible selective inhibitor of monoamine oxidase (MAO) was investigated through analysis of concentrations measured during early open clinical use. Eighty-nine depressed patients, aged 21-96 years, were included in the present study. Doses ranged from 200 to 900 mg/day, and the time interval between blood sampling and last drug intake on the previous day was between 8 and 23 h. Intraindividual variability was generally moderate, with a few patients displaying consistently high concentrations despite moderate doses. Interindividual variability for measured concentrations was approximately 300-fold. After concentration decrease with time was taken into account (average half-life estimate of 4.6 h), age was identified as a major factor responsible for between-patient variability. Average concentration increase per decade of age was 38%. Neither gender, weight, height, smoking, nor alcohol intake explained a significant additional part of the variance. Analysis of residuals also suggested that phenytoin co-medication may induce moclobemide metabolism. The present study indicates that concentration monitoring of a newly marketed drug can contribute to gaining insight into its pharmacokinetic behavior and to enhancing its rational use in clinical practice.

Clomipramine therapy in the geriatric hospital: experience with therapeutic drug monitoring

Sixty-nine patients, aged 63-98 years and admitted at the Geneva Geriatric Hospital, were included in the present retrospective study. They received clomipramine orally, 50 or 75 mg/day. Blood concentrations of clomipramine were measured as part of a routine drug monitoring program. Comparison with a reference population of patients aged < or = 65 years indicated that elderly patients with concomitant somatic diseases reach higher dose-normalized concentrations of clomipramine and increased parent drug to demethylated metabolite ratios, as a consequence of impaired demethylation (approximately 50%) and hydroxylation (approximately 25%). Sixty-five percent of patients showed clinical improvement, with a maximum rate of satisfactory response observed in major depression. Severe side effects, such as symptomatic hypotension or confusion, were seen in 20% of patients. Because of 10- and 15-fold interindividual variations in the concentrations of clomipramine and its metabolite, respectively, therapeutic drug monitoring can provide valuable assistance to clinical judgment in individual dose adjustment for patients whose old age, associated somatic diseases, and comedication necessitate additional precautions.

Crisis intervention in depressed patients with and without DSM-III-R personality disorders

We compared the relationships between response to a crisis intervention program and long-term outcome in 31 depressed outpatients with and without DSM-III-R personality disorders (PD). The presence of PD predicted a poorer 2-year outcome. PD subjects with better working alliance and increased insight at termination of crisis intervention had increased compliance with long-term psychiatric treatment (p < .005) and better 2-year outcome (p < .005). Increased compliance with long-term psychiatric treatment predicted better long-term outcome in PD patients (p < .005). None of these significant relationships was observed in the comparison group without PD, suggesting that establishing an effective treatment process may be especially important for outcome in PD patients.

Persistent impairment of clomipramine demethylation in recently detoxified alcoholic patients

The purpose of the present study was to investigate whether the metabolism of clomipramine is altered by chronic alcohol drinking. Eleven recently detoxified alcoholic patients were included (experimental group EG) and compared to a reference group of patients with no history of alcoholism (reference group RG, n = 102). Blood concentrations of clomipramine and its metabolites were measured as part of the routine drug monitoring program. Clearances were estimated from trough concentrations, according to a model developed previously. Results indicate strong inhibition of demethylation clearance in group EG, when compared to group RG (median values 9.9 and 24.2 L/h), with significant increase of the clomipramine to desmethylclomipramine ratio (median values 1.00 and 0.36). No difference was found for hydroxylation. In addition, high correlation is observed between hydroxylation and demethylation clearances in group EG (Spearman rs = 0.82), but not in reference group RG (rs = 0.29). Follow-up data indicate that impairment of demethylation capacity can persist for several weeks or months after withdrawal from alcohol. The interest of calculating clomipramine to desmethylclomipramine ratios during routine drug monitoring is emphasized, values of 1 or larger often being associated with liver disease and/or alcohol-related problems.

Clinical pharmacokinetics of clomipramine

Clomipramine is a tricyclic antidepressant medication widely used in Western Europe. Its pharmacokinetics have been studied essentially in healthy volunteers. By combining published information obtained during observational studies, it has been possible to derive a fairly precise picture of the behaviour of both parent compound and main metabolite (demethyl-clomipramine) in humans. Clomipramine can be compared with amitriptyline or imipramine so far as its physicochemical properties are concerned. As a consequence, its pharmacokinetic profile is also similar to that observed for these 2 drugs. Clomipramine is well absorbed from the gastrointestinal tract, but undergoes an important first-pass metabolism to demethyl-clomipramine which is pharmacologically active and participates in both therapeutic and unwanted effects. Protein binding is high, and the apparent volume of distribution is very large (i.e. greater than 1000L). After reaching the systemic circulation, clomipramine is further biotransformed into demethyl-clomipramine, and both active principles are hydroxylated to metabolites which are further conjugated before being excreted in urine. Hydroxylation of parent drug and metabolite is under polymorphic genetic control by the same cytochrome P450 as debrisoquine and sparteine. The apparent elimination half-life of clomipramine is about 24h and that of demethyl-clomipramine, 96h. Accordingly, the time to reach steady-state for both active moieties is in general around 3 weeks. Various pathological or environmental factors influence the behaviour of clomipramine and demethyl-clomipramine. Patients genetically deficient in hydroxylation accumulate demethyl-clomipramine at high concentrations that can produce serious side effects and/or nonresponse. The same is true for the coadministration of neuroleptics, in particular phenothiazines. Smoking induces demethylation, whereas long term alcohol intake appears to reduce this metabolic pathway. Finally, age usually diminishes both demethylation and hydroxylation, leading to a lower daily dose of clomipramine in most elderly patients. Studies relating blood concentrations of clomipramine and demethyl-clomipramine are conflicting. However, analysis of the available information indicates that blood concentrations lower than 150 micrograms/L are usually associated with nonresponse, whereas those above 450 micrograms/L seldom lead to an improvement in the efficacy of therapy. As a consequence clomipramine, like the other tricyclics, is an antidepressant with a fairly narrow therapeutic range. This property, combined with a high interindividual variability, makes this class of drugs ideal candidates for blood concentration monitoring.

Physiological pharmacokinetic modelling

1. The different types of models are described, with emphasis on the clearance-based one-compartment model, and on full physiological models which distinguish between a number of anatomical compartments interconnected through the body fluid system. 2. The clearance-based, one-compartment model incorporates physiological concepts, such as apparent volume of distribution, systemic availability, hepatic and renal clearance. As opposed to the classical rate constant-based model, it allows a study of the influence of plasma protein binding, hepatic intrinsic clearance and blood flow. The advantages of such an approach are illustrated in two typical situations, namely renal insufficiency and saturable protein binding. 3. In full physiological models each compartment represents a particular organ or tissue, further divided into vascular, interstitial and cellular spaces. Mass balance equations are written for each of these subcompartments. Shortcomings of such comprehensive models include difficulty in collecting tissue data, especially human, and sophisticated numerical techniques needed for parameter estimation. The main advantages are specific organ metabolism and transport, and the possibility of scaling up from animal to human. 4. The pharmacokinetic parameters important for new drug registration are also listed.

Clomipramine metabolism. Model-based analysis of variability factors from drug monitoring data

A steady-state model is here developed as a framework for the analysis of blood concentrations of clomipramine, obtained during routine drug monitoring. A model is proposed to account for its major metabolic pathways, hydroxylation and demethylation, including first-pass effect. Impaired hydroxylation capacity is shown to lead to a dramatic increase in the concentration of demethyl-clomipramine, with a concomitant moderate increase in that of the parent drug. Deficient demethylation capacity is associated with a reduced ratio of demethyl metabolite to parent drug. A nomogram is provided to allow easy determination of hydroxylation and demethylation capacities from routinely measured blood concentrations. Data from 150 patients are analysed in order to identify interindividual variability factors. Average pseudo-clearances, calculated from trough blood concentrations at steady-state, are 17 L/h for hydroxylation, 23 L/h for demethylation and 40 L/h for elimination of hydroxylated metabolites. Maximum to minimum ratios are 8, 27 and 11, respectively. The metabolising capacity through either process significantly decreases with increasing age, clearance estimates being 40 to 50% lower for patients 75 years or older than for those 40 years or younger. Tobacco smoking and chronic alcohol consumption induce and reduce the demethylation clearance, respectively. Inhibition of hydroxylation in the presence of phenothiazine comedication is also shown. Finally, small but significant differences according to sex are observed. Potential implications of the proposed model-based approach include adaptation of the dosage regimen to individual characteristics at the very beginning of antidepressant therapy, and early detection of patients with impaired metabolising capacities.

Identifying weak signals in the presence of noise: a new method of locating potential ligand contact residues in immunoglobulin-related molecules

We develop and apply a new method for estimating the locations of hypervariable residues in immunoglobulin-related molecules. The method differs from the standard introduced by Wu and Kabat in two essential ways: (1) we take explicit account of the type of substitution at a given position, rather than just the total number of substitutions, and (2) we use an explicit statistical decision criterion for classifying a site into either the complementarity determining or framework category. Simulations indicate that the method is reliable with relatively little data, approximately 5% of the sites being misclassified when 10 sequences are aligned. The method is applied to immunoglobulin light chains and to class 1 and class 2 products of the major histocompatibility complex.

Clinical and pharmacokinetic evaluation of zuclopenthixol acetate in Viscoleo

The purpose of the present study was to evaluate zuclopenthixol acetate in Viscoleo, a new preparation to be administered once every 3 days, in the early treatment of acute psychotic episodes and acute deterioration of chronic psychosis. 21 cases were included in the study: patients received 1 to 3 injections. Clinical evaluation was made at 24, 48 and 72 hours after each injection, using the Clinical Global Impressions (CGI) and the Brief Psychiatric Rating Scale (BPRS). Results at end-point indicated a marked or moderate therapeutic effect in the 11 cases of acute psychosis. A statistically significant decrease was observed for the total BPRS score as well as for its subscales. Among 8 cases of exacerbation of chronic psychosis, 4 patients showed a moderate therapeutic effect, and minimal or no effect was found in the other 4 subjects. The total BPRS decreased significantly, but to a lesser extent than for acute psychosis. Two patients suffering from mania showed a moderate therapeutic effect according to CGI. 8 cases of acute psychosis and 5 cases of chronic psychosis did not suffer from any neurological side-effects. Plasma concentration measurements suggest that a dose of 50 mg per 3 days may be sufficient for early treatment of most acutely ill psychotic patients.

Multivariate analysis of dietary patterns in 939 Swiss adults: sociodemographic parameters and alcohol consumption profiles

A dietary survey of 939 Swiss adults, randomly selected from the population of Geneva and its surrounding communities, was performed according to the history method. A factor analysis, using average weekly intakes for 33 food variables, reveals three principal components of the diet: satiating capacity, healthfulness and culinary complexity. These characteristics, together with the energy content of the diet, were analysed for differences according to sex, age, relative weight index, birthplace, marital status and occupation. All of these sociodemographic variables influence some dimension of dietary habits. Alcohol consumption is positively associated with satiating, protein rich diets, but energy intake from foods does not significantly differ between various groups of abstainers and drinkers. Although the energy contribution of alcoholic beverages is globally additive, we suggest that cultural and societal norms may modulate the relationship of alcohol and diet.

Stereoselective disposition of flupentixol: influence on steady-state plasma concentrations in schizophrenic patients

Steady-state plasma concentrations of cis(Z)-flupentixol (active principle) and trans(E)-flupentixol (inactive) were measured in 41 patients at least on one occasion. Results indicate that concentrations of the trans-isomer are significatively higher. This demonstrates that the two isomers are not handled in the same way by the organism. This may be relevant if plasma level monitoring is performed using non-specific analytical methods.

[The contribution of alcohol to nutrition: addition or substitution according to cultural origins]

The relation of alcohol intake to diet is analyzed through multiple linear regression for a sample of 475 males living in Geneva. Control variables are age, relative weight index, marital status and employment status. Whereas alcohol is associated with higher dietary intake for people of mediterranean origin, it tends to replace food calories for natives of german speaking areas.

Regulation of interacting populations during endocytosis: models of growth factor-tumor promoter dynamics

A model of growth factor-cell receptor interactions, including internalization, sorting, recycling, and degradation and their modulation by tumor promoters, is developed, analyzed, and tested. In keeping with data and concepts based on a large number of systems, the main assumption is that after receptor-ligand binding the complex associates with a second membrane protein, localized in coated pits, and that this event is a necessary condition for receptor-mediated endocytosis and subsequent intracellular processes. As a consequence of the model, ligands having distinct receptors interfere at the cell surface through competition between their receptor complexes for a limited pool of coated pit proteins. The utility of the model is illustrated by a detailed analysis of binding, endocytosis, and degradation of epidermal growth factor (EGF) and their modulation by phorbol esters. The analysis permits quantitative characterization of the dynamics of the endocytic processes and leads to the following conclusions. The Scatchard plot changes from linear to nonlinear as the ratio of the number of coated pit proteins to the number of receptors decreases. Competition between phorbol ester and EGF-bound receptors for coated pit proteins predicts, in agreement with observation, conversion of nonlinear EGF Scatchard plots to linear plots subsequent to reincubation with phorbol esters. The postulated competition suggests a local homology between the phorbol ester receptor and the EGF receptor. Homologous and heterologous downregulations observed in numerous systems are natural consequences of the model. Preincubation with the heterologous ligand increases the time lag between ligand binding and lysosomal degradation and alters intracellular sorting.

Receptor-mediated endocytosis: a model and its implications for experimental analysis

We present a mathematical model for analyzing, simulating, and quantitating the dynamic and steady-state characteristics of receptor-mediated endocytosis. The basic processes considered by the model are ligand-receptor binding, diffusion of receptors and ligand-receptor complexes in the plane of the membrane toward and away from coated pits, binding of ligand-receptor complexes to coated pit proteins, endocytosis of coated pit contents, degradation of ligand, and recycling of undegraded receptors. The model accounts quantitatively for a wide variety of kinetic data and makes new predictions about steady-state characteristics. We show that for homogeneous receptors the slope of the Scatchard plot is not necessarily constant but can have a positive or negative derivative, depending on the concentration of coated pit proteins and their reactivity. This finding suggests that binding data, which show linear and concave curves, might be explainable be a simple coated pit-related mechanism. Similarly the relationship between the x-intercept and the number of receptors is also affected by kinetic parameters controlling endocytosis. We briefly discuss these results in terms of possible mechanisms for the action of tumor promoters, the large variations in receptor number and affinity in the literature, and methods for quantitative characterization of parameters.