Kinetic model of drug distribution in the urinary bladder wall following intravesical instillation.

Intravesical administration of cytotoxic agents is commonly used in urological practice for treatment of superficial bladder cancer. The leading motive is optimisation of drug delivery near the site of action and reduction of systemic toxicity. Bladder pharmacokinetics is complicated by several mechanisms. The objectives of this work were to develop a kinetic model of drug distribution in the bladder wall following intravesical instillation and to study the effect of various parameters on tissue and systemic drug exposure and explore the potential benefits of permeability enhancing effects of chitosan (CH) and polycarbophil (PC) through simulation. Key elements of the model are variable urinary drug concentration due to urine formation and voiding, biphasic diffusion in the bladder tissue and systemic absorption. Model parameters were estimated from bladder-tissue concentration profiles obtained in previous in vitro experiments with pipemidic acid (PPA) as a model drug. The results support further investigations on application of CH and PC in intravesical drug delivery. Both polymers increase permeability of the bladder wall by diffusion enhancement in the urothelium and presumably by improving the contact with the bladder surface. The developed mathematical model could serve for optimisation of intravesical drug delivery and future development of intravesical drug delivery systems.

Predicting the anti-hypertensive effect of nitrendipine from plasma concentration profiles using artificial neural networks.

Nitrendipine is an effective and safe calcium-channel blocker for the treatment of mild to moderate hypertension. The aim of this study is to show that an artificial neural network (ANN) model of the relationship between nitrendipine plasma levels and pharmacodynamic effects can be built and used for pressure-drop prediction after oral administration of the drug in spite of the poor correlation between plasma concentrations and the effect. To achieve the goal, the following steps were taken: evaluation of the quality of the database for training the ANN, definition of the optimal input set for the ANN, and prediction of the diastolic pressure drop using the ANN. The possible consequences of successful ANN modelling are an optimisation of the drug administration regimen, to achieve the best possible effect, as well as optimal drug formulation for drugs with complicated pharmacokinetic/pharmacodynamic relationships.

Pathways of paracetamol absorption from layered excipient suppositories: artificial intelligence approach.

When studying paracetamol availability after rectal administration, the differences between slower and faster release suppositories were discovered. Approach with modelling and simulation of compartment-based models was used to explore the differences. A study of paracetamol from layered excipient suppositories shows that many different mechanisms are involved in the drug pharmacokinetics. There is also a large number of articles, each dealing with only one or with a few of the mechanisms. However, there is little information available on how the mechanisms interact in the organism and thus govern the pharmacokinetics of the drug, which means that systemic view in the expert knowledge is missing. In the case of paracetamol rectal availability the use of partially fuzzyfied model allowed systemic combination of all described mechanisms found in the literature and measured data. In spite of non-identifiability, the model showed that patterns that explained differences in bioavailabilities of the two formulations of suppositories could be found. Results of modelling and simulation show that "in vivo" there is practically no difference in cumulative release profiles between the two formulations. However, due to higher content of mono-di-glycerides in a slower release formulation, the extent of absorption is augmented both by absorption-enhancing effect of mono-di-glycerides and the liver bypass mechanism via diminished viscosity.

Modelling of chronic wound healing dynamics.

Following chronic wound area over time can give a general overview of wound healing dynamics. Decrease or increase in wound area over time has been modelled using either exponential or linear models, which are two-parameter mathematical models. In many cases of chronic wound healing, a delay of healing process was noticed. Such dynamics cannot be described solely with two parameters. The reported study deals with two-, three-, and four-parameter models. Assessment of the models was based on weekly measurements of 226 chronic wounds of various aetiologies. Several quantitative fitting criteria, i.e. goodness of fit, handling missing data and prediction capability, and qualitative criteria, i.e. number of parameters and their biophysical meaning were considered. The median of goodness of fit of three- and four-parameter models was between 0.937 and 0.958, and the median of two-parameter models was 0.821 to 0.883. Two-parameter models fitted wound area over time significantly (p = 0.01) worse than three- and four-parameter models. The criterion handling missing data provided similar results, with no significant difference between three- and four-parameter models. Median prediction error of two-parameter models was between 111 and 746; three-parameter models resulted in an error of 64 to 128, and finally four-parameter models resulted in the highest prediction error of 407 and 238. Based on the values of quantitative fitting criteria obtained, three parameters were chosen as the most appropriate. Based on qualitative criteria, the delayed exponential model was selected as the most general three-parameter model. It was found to have good prediction capability and in this capacity it could be used to help physicians choose the most appropriate treatment for patients with chronic wounds after an initial three-week observation period, when the median error increase of fitting is 74%.

Interdependence of histamine and methylhistamine kinetics: modelling and simulation approach.

In the article a model of histamine kinetics is described. A motivation of this project was to investigate the hypothesis that methylhistamine may be a marker of histamine appearance in plasma. A model has been made to support the hypothesis. Since metabolic and transport pathways of histamine and methylhistamine are complex and not very well known, the relationship between histamine and methylhistamine should be elucidated by mathematical modelling. From experimental data and the information in the literature, a nonlinear and time-varying four-compartment model is proposed. Extensive release of histamine from mast cells when methylhistamine is injected, is modelled as histamine to methylhistamine ratio control loop.

Correlation of in vitro and in vivo paracetamol availability from layered excipient suppositories.

An in vivo investigation of paracetamol availability was carried out on eight healthy volunteers, comparing two paracetamol suppository formulations prepared using two different gliceride bases, a fast drug-releasing one and a slow drug-releasing one, i.e. Witepsol H15 and W35, respectively. The formulations were selected on the basis of a previous in vitro drug release study, which showed that, by superimposing the excipients in two layers within the same suppository, the drug release kinetics could be modulated using different ratios between the two layers. The comparison between the two different formulations in terms of plasma profiles and total amounts of drug excreted in urine revealed an increase in the extent of drug absorption from the layered excipient suppository. As the W35 has a higher monoglyceride content than the H15, this improved paracetamol availability could be ascribed to the absorption-enhancing effect of the monoglycerides. Moreover, the W35 has also a higher viscosity, which could possibly cause the suppository to be retained for a longer time in the lower part of the rectum, where the blood is drained directly to the systemic circulation. It was therefore hypothesized that the enhanced paracetamol availability could be also due to a liver bypass mechanism. For a further examination of the paracetamol absorption kinetics after rectal administration, a one-compartment model was fitted to the drug plasma concentration data. This approach allowed to draw absorption versus time profiles, which showed that a retardation actually occurred in paracetamol absorption when using suppositories containing the slow drug releasing excipient W35. These absorption data were then employed for an A level in vitro-in vivo correlation testing, and a linear relationship was found between in vitro release rate and in vivo absorption rate, both for fast releasing and for the layered excipient suppositories.

Formulation of controlled release microspheres containing nicardipine: the role of pharmacokinetic modeling and computer simulation.

Nicardipine is an antihypertensive drug of the dihydropyridine series. It has high solubility in an acidic and low solubility in an alkaline medium. It is rapidly absorbed, extensively presystemically metabolized and excreted in the urine and faeces, mainly as inactive metabolites. Since the duration of its action can be extended by prolonging the absorption interval, the design of controlled release formulation is reasonable. The aim of the present study was to prepare microspheres which would release nicardipine at a decreased rate in gastric and increased rate in intestinal juice during a 12 h interval. Pharmacokinetic modeling based on compartment analysis and supported by analog computer and digital simulation technique showed that the target steady state peak plasma concentrations of 32 microg/l and trough plasma concentration of 7 microg/l would be maintained if nicardipine were incorporated in a formulation releasing the drug as follows: 25% after 1 h, 40% after 2 h, 65% after 4 h, 80% after 6 h, 90% after 8 h and 100% by 12 h. Microspheres have been prepared from hydroxypropylmethylcellulose phthalate polymer using the solvent evaporation method. Drug content, scanning electron micrographs, particle size distribution and dissolution profile were determined. In vitro nicardipine release was described by a biphasic square root of time kinetics and was in accordance with the above values relating to the dissolution. Furthermore, a composed first-pass pharmacokinetic model with derived release function as an input was developed to predict nicardipine plasma concentrations after single- and 12 h multiple-dosage-regimen scheme administration of controlled release microspheres.

Influence of fever on the pharmacokinetics of ciprofloxacin.

The influence of fever on the pharmacokinetics of ciprofloxacin was investigated in seven patients with acute febrile diseases. Antibiotic serum concentrations were determined using high-performance liquid chromatograpy (HPLC). The analog computer and the Simulink software package were used to identify the pharmacokinetic model and Penoclin software package to obtain the secondary parameters. During fever, higher maximum serum concentrations (Cmax) of ciprofloxacin were observed in six out of seven patients. The result suggests that the influence of fever on the pharmacodynamics of ciprofloxacin is favorable.

Influence of fever on cefazolin pharmacokinetics.

The influence of fever on the pharmacokinetics of cefazolin was investigated in patients with acute febrile diseases. Nine patients were included in the study. Antibiotic serum concentrations were determined using high performance liquid chromatograpy (HPLC). An analog computer and the SIMULINK software package were used to identify the pharmacokinetic model and PCNONLIN software package to obtain the secondary parameters. In 6 patients a two-compartment pharmacokinetic model of cefazolin was observed during fever and after defervescence. In 2 patients a two-compartment model changed to a one-compartment after defervescence, and a one-compartment model was observed in one patient during both periods. Cefazolin-treated patients with a two-compartment model (6/9) had higher Cmax, mean steady state serum concentrations (Css), and area under the plasma concentration-time curve (AUC(0-->infinity)), smaller central compartment volume (V1), and lower clearance (Cl) during fever. The varying distribution of antibiotics during fever probably reflects different hemodynamic responses to fever.

The role of pharmacokinetic modelling and computer simulation in drug formulation design.

The purpose of this study is to develop a formulation for a once-a-day peroral application with controlled release of nitrendipine. The second aim of the study is to define by the use of modelling and computer simulation those critical points in the development of the formulation, the knowledge and controlling of which brings a rationalisation in the sense of time and material.

Mercury toxicokinetics in Wistar rats exposed to elemental mercury vapour: modeling and computer simulation.

The kinetics of total mercury (Hg) absorption, distribution and elimination in Wistar rats exposed for long periods to elemental mercury vapour (Hg zero) in the Idrija mercury mine were studied. From the experimental data base a compartmental model was built as a framework for experimental data interpretation and prediction of organ mercury levels under different conditions. Using the model the exposures of rats under conditions comparable to those of professionally exposed workers (mercury miners, workers in the chloralkali industry) and individuals with amalgam fillings were simulated.

Effects of labetalol on cocaine pharmacokinetics in neonatal piglets.

Developmental exposure to cocaine can produce adverse neurobehavioral and cardiovascular effects. Few animal models of human neonatal exposure have been established. A pharmacokinetic study was therefore conducted to characterize the disposition of cocaine and a major metabolite benzoylecgonine (BE) using piglets as an animal model. Eight piglets (postnatal days 8-9) were instrumented with a jugular cannula for drug administration and blood sampling. One group of subjects (controls) received 6.0 mg/kg of cocaine-HCl (i.v.) and blood samples were drawn over 0-24 h. In another group (labetalol), 0.25 mg/kg labetalol-HCl was coadministered 15 min following cocaine dosing. Plasma levels of cocaine and BE were determined using GC-MS methods. Pharmacokinetics were evaluated by using a model-independent approach and compartmental modeling. For controls model-independent results were as follows: AUC = 148.9 +/- 9.0 mg/l x min, systemic clearance = 0.041 +/- 0.003 liters/min/kg, volume of distribution = 1.543 +/- 0.470 liters/kg, and t1/2 beta = 29.4 +/- 6.8 min. Cocaine followed two-compartment model kinetics with distribution and elimination half-lives of 0.3 +/- 0.1 and 58.0 +/- 18.0 min, respectively. Labetalol significantly decreased systemic clearance to 0.029 +/- 0.004 liters/min/kg. BE kinetics revealed a elimination half-life of 230.0 +/- 83.2 min. The results demonstrate a rapid distribution and metabolism of cocaine to BE followed by a prolonged elimination phase which is extended by labetalol treatment.

Treatment of chronic wounds by means of electric and electromagnetic fields. Part 1. Literature review.

The healing of a cutaneous wound is accompanied by endogeneous electrical phenomena. Not knowing whether they represent merely a side-effect of the physiological processes which take course during healing or whether they play a much more important role as mediators of healing, externally applied electricity was examined as a therapeutic tool for the enhancement of natural regenerative processes. In the present review a historical literature survey dealing with human applications of electric current for wound healing acceleration is given. It presents a complete palette of heterogeneous studies, differing in the parameters of applied electric current, in delivery modes as well as in the types of wounds being stimulated. Because of all these differences, comparing the efficacy of the described methods is difficult and could hardly be objective. Therefore greater stress was laid upon the discussion concerning the problems in designing clinical studies (size of the sample observed, control group, ethics of the procedures), rationales for the employment and possible underlying mechanisms of particular methods, and problems of evaluating their efficacy. In spite of the extensive work performed in the field of electrical wound healing we remain only part way towards explaining the mechanisms by which electricity reinforces the regenerative capabilities of injured tissue as well as only part way towards the selection of the optimal stimulation method from among the published reports.

Urodynamic modeling of norfloxacin pharmacokinetics by means of computer simulation.

Urodynamic model was developed which, in conjunction with a compartmental pharmacokinetic model, was used for study of factors influencing drug concentrations in urine: urine flow rate, residual bladder urine, maximal bladder urine, stage of renal failure, and elimination kinetics of drugs. Norfloxacin (NOR) was used as a model drug, although the model haw general applicability for all urinary antiseptics. Pharmacokinetic data were obtained from a clinical study in which norfloxacin was administered orally as a single 400mg dose to four subjects with installed urine catheters. Sample of blood, bladder and catheter urine were collected and concentrations of NOR measured by a HPCL method. Modeling was performed on analog--hybrid computer EAI 580. Besides the fitting of model response to obtained in vivo data, simulations of expected clinical situations were performed in which the interplay of above mentioned factors was studied in terms of urine concentrations profiles. NOR treatment with 400mg b.i.d. secured sufficient urine concentrations in most studied cases. This approach should be applied for corresponding study of other urinary antiseptics, especially those with less favourable urinary levels.

Computer simulation of ciprofloxacin pharmacokinetics in patients on CAPD.

Continuous ambulatory peritoneal dialysis (CAPD) has become an accepted alternative to chronic hemodialysis in the treatment of end-stage renal disease. The method utilizes the diffusion of drugs from the blood through the peritoneal membrane to the peritoneal cavity if administered intravenously (IV) and perorally (PO) and in the opposite direction if applied intraperitoneally (IP). The present work uses an open, two-compartment pharmacokinetic model reversibly linked with the compartment representing the peritoneal cavity and an analog-hybrid computer to simulate drug levels in sampled and unsampled compartments under conditions of various routes of administration (IV, IP and sequential IV, IP and PO) and different clinical status (presence and absence of peritonitis). The drug chosen for simulation was ciprofloxacin (CIP), a new synthetic antibacterial agent of the 4-quinolone group. Eight patients were included in the study, and CIP concentrations in plasma and dialysate were obtained by HPLC analysis to assess the reliability of the model and the efficiency of the sequential dosing scheme. CIP plasma and dialysate levels were adequate for the majority of microbes causing CAPD peritonitis. The proposed regimen was efficient in 85% of cases.

Human skeletal muscle: phasic type of electrical stimulation increases its contractile speed.

Skeletal muscles, exposed to a prolonged period of specific functional demands, respond adaptively. Electrical stimulation, when employed as a technique for subjecting selected muscles to altered use, enables precise entrainment of the pattern of functional activity. In this investigation, the vastus lateralis muscle in a group of volunteers was stimulated. The stimulation program typical of a phasic type of activity (high frequency, high current amplitude, short pulse duration) intermittently subjected the stimulated muscles to brief periods of intense activity, followed by relatively long pauses. The activation-relaxation time ratio chosen was 1 to 13. It was determined to prevent the muscles from fatiguing. The effects of the chronic stimulation program were established by measurements of the time course of contraction and relaxation and fatigue of the vastus lateralis muscle. Chronic phasic electrical stimulation increased the speed of muscle contraction by 15% while the fatigue characteristics remained unchanged.

Bioavailability of piroxicam: oral and rectal multiple application in humans.

The aim of the work is to evaluate the bioequivalence of piroxicam administered orally and rectally in 20 mg dose every 24 hours. The corresponding "in vivo" study was undertaken and plasma samples were collected during the ninth dosing interval. HPLC method was used for piroxicam plasma concentrations determination. AUC and C were calculated and the obtained data were statistically analyzed. Analog-hybrid simulation was used to confirm additionally the similarity between the discussed formulations. No significant differences were observed using paired t-test and two-way analysis of variance while the methods of Hauck and Westlake, looking strictly, gave nonbioequivalence. Simulated response of one compartment model is suitable for "in vivo" data in both cases. Measured and simulated average steady state concentrations are equal and in complete accordance with those given in literature. Finally it can be concluded that oral and rectal application are bioequivalent in the sense of expected clinical effects.

The bioavailability of oral nifedipine formulations: a statistical and simulation approach.

The bioequivalence of three oral forms of nifedipine was assessed in a triple crossover study on 12 healthy volunteers. Single 10 mg dose was given and ten blood samples were drawn during the first 8 h after administration. Highly sensitive gas chromatographic method was used for the nifedipine assay. Pharmacokinetic parameters which describe bioavailability and general kinetic behaviour of the drug (AUC, Cmax, tmax, beta, MRT) were calculated from individual plasma profiles. They were subjected to statistical analysis (paired t-test, Hauck's inverted t-test, and Westlake's method of confidence intervals). Analogue-hybrid simulation and identification was used to generate plasma profiles of nifedipine after single and multiple dosing. Averaged plasma concentrations were used for this purpose. The three formulations studied were bioequivalent in terms of the rate of absorption. The simulation proved to be an efficient tool to substitute in vivo multiple dosing studies for assessment of bioavailability. The specific statistical methods should be preferred in bioequivalence data evaluation due to their greater power and inclusion of extraneous bioequivalence limits interval. Despite the differences among the formulations studied, each one of them should be viewed according to its intended clinical use.

Dihydroergosine pharmacokinetic modelling and simulation.

For this study of dihydroergosine pharmacokinetic modelling and simulation, the data from our paper about 3H-DHESN plasma, bile, urine, and faeces concentrations after intravenous and oral administration were used (1). The model obtained with the identified parameters was in agreement with in vivo data. Certain special phenomena, such as the enterohepatic cycle and incomplete absorption, were taken into account. Analog-hybrid simulation and identification represents an effective tool for such studies. In spite of the limited validity of the available in vivo data, the work represents a first step in the introduction of DHESN into human medicine.