A stochastic model describes the heterogeneous pharmacokinetics of cyclosporin.

Abstract:

:The pharmacokinetics of cyclosporin (CsA) are unusual because of several heterogeneous features which include the presence of more than one conformer, considerable accumulation in erythrocytes and lipoproteins, extensive plasma protein binding, distribution into deep tissues, biliary secretion and hepatic clearance involving a large number of metabolites. In this study, a stochastic compartmental model was developed to describe the heterogeneous elimination kinetics of CsA. This new approach relies on a probabilistic transfer model with a gamma distributed probability intensity coefficient for drug elimination. For comparative purposes both the stochastic model and compartmental deterministic models were fitted to real post infusion data from patients receiving CsA as a 2-hr intravenous infusion. The criteria for selecting the best model showed that the stochastic model, although simpler than the compartmental deterministic models, is more flexible and gives a better fit to the kinetic data of CsA than the compartmental deterministic models. The stochastic model with a random rate intensity coefficient adequately describes the heterogeneous pharmacokinetics of CsA.

authors

Claret L,Iliadis A,Macheras P

doi

10.1023/a:1012295014352

keywords:

subject

Has Abstract

pub_date

2001-10-01 00:00:00

pages

445-63

issue

5

eissn

1567-567X

issn

1573-8744

journal_volume

28

pub_type

杂志文章
  • A whole-body physiologically based pharmacokinetic (WB-PBPK) model of ciprofloxacin: a step towards predicting bacterial killing at sites of infection.

    abstract::The purpose of this study was to develop a whole-body physiologically based pharmacokinetic (WB-PBPK) model for ciprofloxacin for ICU patients, based on only plasma concentration data. In a next step, tissue and organ concentration time profiles in patients were predicted using the developed model. The WB-PBPK model w...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-016-9486-9

    authors: Sadiq MW,Nielsen EI,Khachman D,Conil JM,Georges B,Houin G,Laffont CM,Karlsson MO,Friberg LE

    更新日期:2017-04-01 00:00:00

  • Modeling cancer-immune responses to therapy.

    abstract::Cancer therapies that harness the actions of the immune response, such as targeted monoclonal antibody treatments and therapeutic vaccines, are relatively new and promising in the landscape of cancer treatment options. Mathematical modeling and simulation of immune-modifying therapies can help to offset the costs of d...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-014-9386-9

    authors: dePillis LG,Eladdadi A,Radunskaya AE

    更新日期:2014-10-01 00:00:00

  • A reduction in between subject variability is not mandatory for selecting a new covariate.

    abstract::Population pharmacokinetic-pharmacodynamic analysis involves nonlinear hierarchical modelling where the mean response in a population and the variability in response from different sources are studied. It generally consists of two model hierarchies: a model for residual error and a model for heterogeneity termed betwe...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-012-9256-2

    authors: Lagishetty CV,Vajjah P,Duffull SB

    更新日期:2012-08-01 00:00:00

  • A system-approach method for the adjustment of time-varying continuous drug infusion in individual patients: a simulation study.

    abstract::The aim of this simulation study was to present a system-approach method for adjustment of continuous drug infusions at time-varying rates, aimed at achieving and then maintaining required drug concentration-time profiles in patients. The method presented can be used for safe and cost-effective individualization of dr...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:

    authors: Durisová M,Dedík L

    更新日期:2002-12-01 00:00:00

  • Role of expression of prostaglandin synthases 1 and 2 and leukotriene C4 synthase in aspirin-intolerant asthma: a theoretical study.

    abstract::Altered expressions of the key enzymes in arachidonic acid (AA) metabolism, prostaglandin synthase 1 and 2 and cysteinyl leukotriene C(4) synthase, are of importance in understanding aspirin-induced asthma. We propose a mathematical model of AA metabolism and its interaction with non-steroidal anti-inflammatory drugs ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-011-9192-6

    authors: Dobovišek A,Fajmut A,Brumen M

    更新日期:2011-04-01 00:00:00

  • Reducing whole body physiologically based pharmacokinetic models using global sensitivity analysis: diazepam case study.

    abstract::There are situations in drug development where one may wish to reduce the dimensionality and complexity of whole body physiologically based pharmacokinetic models. A technique for formal reduction of such models, based on global sensitivity analysis, is suggested. Using this approach mean and variance of tissue(s) and...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-005-0004-8

    authors: Gueorguieva I,Nestorov IA,Rowland M

    更新日期:2006-02-01 00:00:00

  • Estimating parameters of nonlinear dynamic systems in pharmacology using chaos synchronization and grid search.

    abstract::Bridging fundamental approaches to model optimization for pharmacometricians, systems pharmacologists and statisticians is a critical issue. These fields rely primarily on Maximum Likelihood and Extended Least Squares metrics with iterative estimation of parameters. Our research combines adaptive chaos synchronization...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-019-09629-4

    authors: Pillai N,Schwartz SL,Ho T,Dokoumetzidis A,Bies R,Freedman I

    更新日期:2019-04-01 00:00:00

  • Analysis of PK/PD risk factors for development of type 2 diabetes in high risk population using Bayesian analysis of glucose-insulin kinetics.

    abstract::This study was designed to investigate the pharmacokinetics/pharmacodynamics (PK/PD) risk factors preceding the onset of type 2 diabetes using a population-based Bayesian nonlinear hierarchical model to describe the glucose-insulin kinetics. One hundred fifty-two healthy subjects with a family history of type 2 diabet...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-009-9130-z

    authors: Lin CW,Veng-Pedersen P

    更新日期:2009-10-01 00:00:00

  • Pharmacodynamic analysis of changes in reticulocyte subtype distribution in phlebotomy-induced stress erythropoiesis.

    abstract::Changes in the reticulocyte subtype distribution (high, medium and low reticulocytes count (HR, MR, LR)) measured by flow cytometry following phlebotomy-induced stress erythropoiesis (abruptly dropping hemoglobin to 3-4 g/dl over 4-5 hr) and the pharmacodynamic (PD) relationship to the stimulated erythropoietin (EPO) ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-005-0009-3

    authors: Al-Huniti NH,Widness JA,Schmidt RL,Veng-Pedersen P

    更新日期:2005-08-01 00:00:00

  • Benchmarking renin suppression and blood pressure reduction of direct renin inhibitor imarikiren through quantitative systems pharmacology modeling.

    abstract::Multiple classes of antihypertensive drugs inhibit components of the renin-angiotensin-aldosterone system (RAAS). The primary physiological effector of the RAAS is angiotensin II (AngII) bound to the AT1 receptor (AT1-bound AngII). There is a strong non-linear feedback from AT1-bound AngII on renin secretion. Since AT...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-018-9612-y

    authors: Gebremichael Y,Lahu G,Vakilynejad M,Hallow KM

    更新日期:2019-02-01 00:00:00

  • Optimization of clinical dosing schedule to manage neutropenia: learnings from semi-mechanistic modeling simulation approach.

    abstract::Neutropenia is a common side-effect of oncology drugs. We aimed to study the impact of exposure and dosing schedule on neutropenia to guide selection of dosing schedules that minimize neutropenia potential while maintaining the desired minimum concentration (Cmin) required for target engagement. Dose, frequency and PK...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-019-09667-y

    authors: Guo Y,Haddish-Berhane N,Xie H,Ouellet D

    更新日期:2020-02-01 00:00:00

  • Evaluation of bootstrap methods for estimating uncertainty of parameters in nonlinear mixed-effects models: a simulation study in population pharmacokinetics.

    abstract::Bootstrap methods are used in many disciplines to estimate the uncertainty of parameters, including multi-level or linear mixed-effects models. Residual-based bootstrap methods which resample both random effects and residuals are an alternative approach to case bootstrap, which resamples the individuals. Most PKPD app...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-013-9343-z

    authors: Thai HT,Mentré F,Holford NH,Veyrat-Follet C,Comets E

    更新日期:2014-02-01 00:00:00

  • Understanding the linked kinetics of benzo(a)pyrene and 3-hydroxybenzo(a)pyrene biomarker of exposure using physiologically-based pharmacokinetic modelling in rats.

    abstract::3-hydroxybenzo(a)pyrene (3-OHBaP) in urine has been proposed as a biomarker of occupational exposure to polycyclic aromatic hydrocarbons. However, to reconstruct exposure doses in workers from biomarker measurements, a thorough knowledge of the kinetics of the benzo(a)pyrene (BaP) and 3-OHBaP given different routes of...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-013-9338-9

    authors: Heredia-Ortiz R,Bouchard M

    更新日期:2013-12-01 00:00:00

  • Challenges of a mechanistic feedback model describing nicotinic acid-induced changes in non-esterified fatty acids in rats.

    abstract::Previously, we developed a feedback model to describe the tolerance and oscillatory rebound of non-esterified fatty acid (NEFA) plasma concentrations in male Sprague Dawley rats after intravenous infusions of nicotinic acid (NiAc). This study challenges that model, using the following regimens of intravenous and oral ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-013-9325-1

    authors: Ahlström C,Peletier LA,Gabrielsson J

    更新日期:2013-08-01 00:00:00

  • Estimation of parameters for the elimination of an orally administered test substance with unknown absorption.

    abstract::Assessment of the elimination of an oral test dose based on plasma concentration values requires correction for the effect of gastric release and absorption. Irregular uptake processes should be described 'model independently', which requires estimation of a large number of absorption parameters. To limit the associat...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-013-9299-z

    authors: Vogt JA,Denzer C

    更新日期:2013-04-01 00:00:00

  • Population pharmacokinetic and pharmacodynamic model of propofol externally validated in children.

    abstract::There have been no pharmacokinetic parameters and blood-brain equilibration rate constant (k e0) of propofol obtained in a single population of children, by which propofol can be administered using a target effect-site concentration controlled infusion. Thirty-nine, American Society of Anesthesiologists Physical Statu...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-015-9408-2

    authors: Choi BM,Lee HG,Byon HJ,Lee SH,Lee EK,Kim HS,Noh GJ

    更新日期:2015-04-01 00:00:00

  • A semi-mechanistic model of the relationship between average glucose and HbA1c in healthy and diabetic subjects.

    abstract::HbA1c is the most commonly used biomarker for the adequacy of glycemic management in diabetic patients and a surrogate endpoint for anti-diabetic drug approval. In spite of an empirical description for the relationship between average glucose (AG) and HbA1c concentrations, obtained from the A1c-derived average glucose...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-012-9289-6

    authors: Lledó-García R,Mazer NA,Karlsson MO

    更新日期:2013-04-01 00:00:00

  • Robust population pharmacokinetic experiment design.

    abstract::The population approach to estimating mixed effects model parameters of interest in pharmacokinetic (PK) studies has been demonstrated to be an effective method in quantifying relevant population drug properties. The information available for each individual is usually sparse. As such, care should be taken to ensure t...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-005-2102-z

    authors: Dodds MG,Hooker AC,Vicini P

    更新日期:2005-02-01 00:00:00

  • Population pharmacokinetic analysis of fexofenadine in Japanese pediatric patients.

    abstract::A population pharmacokinetic analysis was conducted to characterize the pharmacokinetics of fexofenadine in Japanese pediatric patients (6 months through 16 years) with perennial allergic rhinitis or atopic dermatitis. The dataset was composed of 515 patients (including 109 adults), for a total of 1,080 concentration-...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 临床试验,杂志文章

    doi:10.1007/s10928-014-9356-2

    authors: Martinez JM,Khier S,Morita S,Rauch C,Fabre D

    更新日期:2014-04-01 00:00:00

  • Mixture models and subpopulation classification: a pharmacokinetic simulation study and application to metoprolol CYP2D6 phenotype.

    abstract::Mixture models are applied in population pharmacometrics to characterize underlying population distributions that are not adequately approximated by a single normal or lognormal distribution. In addition to obtaining individualized maximum a posteriori Bayesian post hoc parameter estimates, the subpopulation to which ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 临床试验,杂志文章

    doi:10.1007/s10928-006-9038-9

    authors: Kaila N,Straka RJ,Brundage RC

    更新日期:2007-04-01 00:00:00

  • A quantitative systems pharmacological approach identified activation of JNK signaling pathway as a promising treatment strategy for refractory HER2 positive breast cancer.

    abstract::HER2-positive breast cancer (BC) is a rapidly growing and aggressive BC subtype that predominantly affects younger women. Despite improvements in patient outcomes with anti-HER2 therapy, primary and/or acquired resistance remain a major clinical challenge. Here, we sought to use a quantitative systems pharmacological ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-020-09732-x

    authors: Franco YL,Ramakrishnan V,Vaidya TR,Mody H,Perez L,Ait-Oudhia S

    更新日期:2021-01-03 00:00:00

  • Evaluation of performance of distributed delay model for chemotherapy-induced myelosuppression.

    abstract::The distributed delay model has been introduced that replaces the transit compartments in the classic model of chemotherapy-induced myelosuppression with a convolution integral. The maturation of granulocyte precursors in the bone marrow is described by the gamma probability density function with the shape parameter (...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-018-9575-z

    authors: Krzyzanski W,Hu S,Dunlavey M

    更新日期:2018-04-01 00:00:00

  • Assessing the dynamics of nuclear glucocorticoid-receptor complex: adding flexibility to gene expression modeling.

    abstract::A retrospective analysis was performed to modify our fourth-generation pharmacodynamic model for glucocorticoid receptor (GR) dynamics with incorporation of more physiological features. This modified model was developed by integrating previously reported free cytosolic GR and GR mRNA data following single (10, 50 mg/k...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-007-9049-1

    authors: Hazra A,DuBois DC,Almon RR,Jusko WJ

    更新日期:2007-06-01 00:00:00

  • A comprehensive evaluation of exposure-response relationships in clinical trials: application to support guselkumab dose selection for patients with psoriasis.

    abstract::Guselkumab, a human IgG1 monoclonal antibody that blocks interleukin-23, has been evaluated in one Phase 2 and two Phase 3 trials in patients with moderate-to-severe psoriasis, in which disease severity was assessed using Psoriasis Area and Severity Index (PASI) and Investigator's Global Assessment (IGA) scores. Throu...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-018-9581-1

    authors: Hu C,Yao Z,Chen Y,Randazzo B,Zhang L,Xu Z,Sharma A,Zhou H

    更新日期:2018-08-01 00:00:00

  • Population pharmacokinetic-pharmacodynamic modeling of filgrastim (r-metHuG-CSF) in healthy volunteers.

    abstract::The pharmacokinetic-pharmacodynamic (PK-PD) relationship of the granulopoietic effects of Filgrastim in healthy volunteers was characterized via a population approach. Healthy male volunteers were enrolled into a four-way crossover clinical trial. Subjects received four single doses of Filgrastim (375 and 750 microgra...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1023/a:1011534529622

    authors: Wang B,Ludden TM,Cheung EN,Schwab GG,Roskos LK

    更新日期:2001-08-01 00:00:00

  • A compartmental model of hepatic disposition kinetics: 1. Model development and application to linear kinetics.

    abstract::The conventional convection-dispersion model is widely used to interrelate hepatic availability (F) and clearance (Cl) with the morphology and physiology of the liver and to predict effects such as changes in liver bloodflow on F and Cl. The extension of this model to include nonlinear kinetics and zonal heterogeneity...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1023/a:1019703607647

    authors: Anissimov YG,Roberts MS

    更新日期:2002-04-01 00:00:00

  • Efficient screening of covariates in population models using Wald's approximation to the likelihood ratio test.

    abstract::We propose an efficient algorithm for screening covariates in population model building using Wald's approximation to the likelihood ratio test (LRT) statistic in conjunction with Schwarz's Bayesian criterion. The algorithm can be applied to a full model fit of k covariate parameters to calculate the approximate LRT f...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 临床试验,杂志文章,随机对照试验

    doi:10.1023/a:1011579109640

    authors: Kowalski KG,Hutmacher MM

    更新日期:2001-06-01 00:00:00

  • Review on modeling anti-antibody responses to monoclonal antibodies.

    abstract::Monoclonal antibodies (mAbs) represent a therapeutic strategy that has been increasingly used in different diseases. mAbs are highly specific for their targets leading to induce specific effector functions. Despite their therapeutic benefits, the presence of immunogenic reactions is of growing concern. The immunogenic...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章,评审

    doi:10.1007/s10928-014-9367-z

    authors: Gómez-Mantilla JD,Trocóniz IF,Parra-Guillén Z,Garrido MJ

    更新日期:2014-10-01 00:00:00

  • Bayesian approach to investigate a two-state mixed model of COPD exacerbations.

    abstract::Chronic obstructive pulmonary disease (COPD) is a chronic obstructive disease of the airways. An exacerbation of COPD is defined as shortness of breath, cough, and sputum production. New therapies for COPD exacerbations are examined in clinical trials frequently based on the number of exacerbations that implies long-t...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-019-09643-6

    authors: Largajolli A,Beerahee M,Yang S

    更新日期:2019-08-01 00:00:00

  • Performance in population models for count data, part I: maximum likelihood approximations.

    abstract::There has been little evaluation of maximum likelihood approximation methods for non-linear mixed effects modelling of count data. The aim of this study was to explore the estimation accuracy of population parameters from six count models, using two different methods and programs. Simulations of 100 data sets were per...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-009-9126-8

    authors: Plan EL,Maloney A,Trocóniz IF,Karlsson MO

    更新日期:2009-08-01 00:00:00