A mathematical model for paroxetine antidepressant effect time course and its interaction with pindolol.

Abstract:

:Although selective 5-HT reuptake inhibitors (SSRIs) block monoamine uptake within hours of administration to patients, their full clinical effect does not appear until 2-4 weeks after treatment onset. Pindolol, a betablocker with weak partial 5-HT1A receptor agonist activity has been shown to produce a more rapid onset of antidepressant action of SSRIs. However, the optimal dosing schedule of pindolol remains controversial. Building on a set-point model described previously for the hypothermic effect of 5-HT agonists, we have developed a model based on the concept of homeostatic control mechanisms, in which SSRIs exert their antidepressant effect by increasing the transduction set-point of the postsynaptic 5-HT1A receptor, and pindolol exerts its effect by increasing the rate of feedback mechanisms. The predictive distribution of the proportion of responders at each day of measurement (based on population simulation from the model) was not significantly different from the proportions observed in two published clinical trials, one with fluoxetine, the other with paroxetine alone or combined with pindolol. The model was applied to the simulation of paroxetine response (clinical score) time course with or without pindolol, after administration of different doses of each drug. The simulated total scores on the MADR scale obtained after treatment with paroxetine alone (20 mg/day) or paroxetine (20 mg/day) with different doses of pindolol (1.5, 7.5 and 37.5 mg/day) support that the reason for inconstant pindolol efficacy is that the 7.5 mg dose is too low. The model might be useful as a basis for clinical trial simulation.

authors

Gruwez B,Dauphin A,Tod M

doi

10.1007/s10928-005-0006-6

keywords:

subject

Has Abstract

pub_date

2005-12-01 00:00:00

pages

663-83

issue

5-6

eissn

1567-567X

issn

1573-8744

journal_volume

32

pub_type

杂志文章
  • A model of fracture risk used to examine the link between bone mineral density and the impact of different therapeutic mechanisms on fracture outcomes in patients with osteoporosis.

    abstract::A hazard model of fracture was developed using individual patient data (IPD) from the NHANES (2005-2008) database and summary-level data from an aggregate dataset (AD). The AD was built by performing a comprehensive and systematic literature search of clinical studies published from 1995 to 2015, recording fracture ra...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-017-9551-z

    authors: Eudy-Byrne RJ,Gillespie W,Riggs MM,Gastonguay MR

    更新日期:2017-12-01 00:00:00

  • Covariate-based dose individualization of the cytotoxic drug indisulam to reduce the risk of severe myelosuppression.

    abstract:AIM:Chemotherapy with indisulam causes myelosuppression. This study aimed to evaluate the influence of patient-related covariates on pharmacokinetics and pharmacodynamics, to identify patients at risk for severe myelosuppression and to develop a dosing algorithm for treatment optimization. METHODS:Pharmacokinetic and ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-009-9111-2

    authors: Zandvliet AS,Schellens JH,Copalu W,Beijnen JH,Huitema AD

    更新日期:2009-02-01 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

  • 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

  • Evaluation of mixture modeling with count data using NONMEM.

    abstract::Mixture modeling within the context of pharmacokinetic (PK)/pharmacodynamic (PD) mixed effects modeling is a useful tool to explore a population for the presence of two or more subpopulations, not explained by evaluated covariates. At present, statistical tests for the existence of mixed populations have not been deve...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1023/a:1025564409649

    authors: Frame B,Miller R,Lalonde RL

    更新日期:2003-06-01 00:00:00

  • The design and analysis of parallel experiments to produce structurally identifiable models.

    abstract::Pharmacokinetic analysis in humans using compartmental models is restricted with respect to the estimation of parameter values. This is because the experimenter usually is only able to apply inputs and observations in a very small number of compartments in the system. This has implications for the structural identifia...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-012-9291-z

    authors: Cheung SY,Yates JW,Aarons L

    更新日期:2013-02-01 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

  • Quantitative systems pharmacology as an extension of PK/PD modeling in CNS research and development.

    abstract::Quantitative systems pharmacology (QSP) is a recent addition to the modeling and simulation toolbox for drug discovery and development and is based upon mathematical modeling of biophysical realistic biological processes in the disease area of interest. The combination of preclinical neurophysiology information with c...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-013-9297-1

    authors: Geerts H,Spiros A,Roberts P,Carr R

    更新日期:2013-06-01 00:00:00

  • General pharmacokinetic model for drugs exhibiting target-mediated drug disposition.

    abstract::Drugs that bind with high affinity and to a significant extent (relative to dose) to a pharmacologic target such as an enzyme, receptor, or transporter may exhibit nonlinear pharmacokinetic (PK) behavior. Processes such as receptor-mediated endocytosis may result in drug elimination. A general PK model for characteriz...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1023/a:1014414520282

    authors: Mager DE,Jusko WJ

    更新日期:2001-12-01 00:00:00

  • Physiologically based pharmacokinetic-quantitative systems toxicology and safety (PBPK-QSTS) modeling approach applied to predict the variability of amitriptyline pharmacokinetics and cardiac safety in populations and in individuals.

    abstract::The physiologically based pharmacokinetic (PBPK) models allow for predictive assessment of variability in population of interest. One of the future application of PBPK modeling is in the field of precision dosing and personalized medicine. The aim of the study was to develop PBPK model for amitriptyline given orally, ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-018-9597-6

    authors: Tylutki Z,Mendyk A,Polak S

    更新日期:2018-10-01 00:00:00

  • Use of translational modeling and simulation for quantitative comparison of PF-06804103, a new generation HER2 ADC, with Trastuzumab-DM1.

    abstract::A modeling and simulation approach was used for quantitative comparison of a new generation HER2 antibody drug conjugate (ADC, PF-06804103) with trastuzumab-DM1 (T-DM1). To compare preclinical efficacy, the pharmacokinetic (PK)/pharmacodynamic (PD) relationship of PF-06804103 and T-DM1 was determined across a range of...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-020-09702-3

    authors: Betts A,Clark T,Jasper P,Tolsma J,van der Graaf PH,Graziani EI,Rosfjord E,Sung M,Ma D,Barletta F

    更新日期:2020-10-01 00:00:00

  • Structural identifiability for mathematical pharmacology: models of myelosuppression.

    abstract::Structural identifiability is an often overlooked, but essential, prerequisite to the experiment design stage. The application of structural identifiability analysis to models of myelosuppression is used to demonstrate the importance of its considerations. It is shown that, under certain assumptions, these models are ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章,meta分析

    doi:10.1007/s10928-018-9569-x

    authors: Evans ND,Cheung SYA,Yates JWT

    更新日期:2018-02-01 00:00:00

  • An item response theory based integrated model of headache, nausea, photophobia, and phonophobia in migraine patients.

    abstract::This study developed an integrated model of severity scores of migraine headache and the incidence of nausea, photophobia, and phonophobia to predict the natural time course of migraine symptoms, which are likely to occur by a common disease progression mechanism. Data were acquired from two phase 3 clinical trials co...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章,随机对照试验

    doi:10.1007/s10928-018-9602-0

    authors: Chae D,Park K

    更新日期:2018-10-01 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

  • 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

  • Lack of ethnic differences of moxifloxacin and metabolite pharmacokinetics in East Asian men.

    abstract::This study was designed to investigate ethnic differences in the pharmacokinetics (PKs) of moxifloxacin and its metabolites, M1 (sulfo conjugate) and M2 (acyl-glucuronate), among Japanese, Chinese, and Korean populations, following oral administration. We used a population PK modeling approach using data from a clinic...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-017-9556-7

    authors: Kaneko M,Aoyama T,Ishida Y,Miyamoto A,Saito Y,Tohkin M,Kawai S,Matsumoto Y

    更新日期:2018-04-01 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 pharmacokinetics of amodiaquine and desethylamodiaquine in pediatric patients with uncomplicated falciparum malaria.

    abstract::The study aimed to characterize the population pharmacokinetics of amodiaquine (AQ) and its major metabolite N-desethylamodiaquine (N-DEAQ), and to assess the correlation between exposure to N-DEAQ and treatment outcome. Blood samples from children in two studies in Zanzibar and one in Papua New Guinea were included i...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-007-9064-2

    authors: Hietala SF,Bhattarai A,Msellem M,Röshammar D,Ali AS,Strömberg J,Hombhanje FW,Kaneko A,Björkman A,Ashton M

    更新日期:2007-10-01 00:00:00

  • Mechanism-based pharmacokinetic-pharmacodynamic modeling of antimicrobial drug effects.

    abstract::Mathematical modeling of drug effects maximizes the information gained from an experiment, provides further insight into the mechanisms of drug effects, and allows for simulations in order to design studies or even to derive clinical treatment strategies. We reviewed modeling of antimicrobial drug effects and show tha...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章,评审

    doi:10.1007/s10928-007-9069-x

    authors: Czock D,Keller F

    更新日期:2007-12-01 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

  • Fractional kinetics in drug absorption and disposition processes.

    abstract::We explore the use of fractional order differential equations for the analysis of datasets of various drug processes that present anomalous kinetics, i.e. kinetics that are non-exponential and are typically described by power-laws. A fractional differential equation corresponds to a differential equation with a deriva...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-009-9116-x

    authors: Dokoumetzidis A,Macheras P

    更新日期:2009-04-01 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

  • 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

  • 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

  • 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

  • Evaluation of false positive rate based on exposure-response analyses for two compounds in fixed-dose combination products.

    abstract::We explored the type I error rate (false positive rate) associated with exposure-response (ER) analyses for two compounds in a fixed-dose combination product through simulations. In the simulations, at least one compound was assumed to be inactive, whereas the active compound followed E(max) model at different concent...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-011-9214-4

    authors: Zhu H,Wang Y

    更新日期:2011-12-01 00:00:00

  • A population pharmacokinetic model for R- and S-citalopram and desmethylcitalopram in Alzheimer's disease patients with agitation.

    abstract::The citalopram for Alzheimer's disease trial evaluated citalopram for the management for agitation in Alzheimer's disease patients. Sparse data was available from this elderly patient population. A nonlinear mixed effects population pharmacokinetic modeling approach was used to describe the pharmacokinetics of R- and ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-015-9457-6

    authors: Akil A,Bies RR,Pollock BG,Avramopoulos D,Devanand DP,Mintzer JE,Porsteinsson AP,Schneider LS,Weintraub D,Yesavage J,Shade DM,Lyketsos CG

    更新日期:2016-02-01 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

  • 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

  • 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