Modeling nicotine arterial-venous differences to predict arterial concentrations and input based on venous measurements: application to smokeless tobacco and nicotine gum.

Abstract:

:Significant arterio-venous differences in nicotine concentrations have been observed during and after cigarette smoking, nicotine nasal spray, and intravenous nicotine administration. In this paper we describe a novel mathematical method for estimating arterial blood levels from venous blood level data. The model allows to quantify: (i) the influence of the microcirculation in the hands and forearm on the distribution of nicotine, and (ii) the influence of disregarding the venous to arterial circulation in the estimate of systemic inputs. We also (iii) propose a general method to predict arterial concentrations and inputs given venous data. The basic model we adopt is based on the relationship Cv = T * Ca, where Cv and Ca are the concentration in the venous and arterial site, respectively, T is the arterio-venous transfer function and * indicates convolution. We use empirical data to estimate T. We then compare estimates of systemic inputs to the venous site obtained taking into account the transfer function or, as usually done, disregarding it. The relationship we use to compare estimated inputs are: Cv = T * ka * A (where Ka is the arterial disposition function and A the systemic input), and Cv = Kv * A (where Kv is the venous disposition function), respectively. Finally, the estimated transfer function allows to estimate (average) Ca or A given arbitrary venous data. (i) Our analysis suggests that a bi-exponential T is needed to describe observed arterial-venous differences. The estimated transfer function indicates that no elimination of nicotine is involved in the forearm. (ii) Disregarding T, as usually done, erroneously obtains too complex venous input functions (because these input functions incorporate T). (iii) Disregarding T erroneously estimates significantly higher total inputs. (iv) Using the proposed model and previously published venous nicotine level data we predict substantial arterial-venous differences in blood nicotine levels for smokeless tobacco and nicotine gum. The use of disposition functions obtained from venous data may lead to erroneous estimation of the rates of entry into the circulation and systemic bioavailability for many drugs.

authors

Pitsiu M,Gries JM,Benowitz N,Gourlay SG,Verotta D

doi

10.1023/a:1020957208071

keywords:

subject

Has Abstract

pub_date

2002-08-01 00:00:00

pages

383-402

issue

4

eissn

1567-567X

issn

1573-8744

journal_volume

29

pub_type

杂志文章
  • 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

  • Longitudinal aggregate data model-based meta-analysis with NONMEM: approaches to handling within treatment arm correlation.

    abstract::Literature data are often reported as multiple (longitudinal) mean outcomes observed in several groups of patients within a study. Observations within a study are correlated because the patients come from a common population, and the mean observations over time within a treatment arm are correlated because they are ba...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-010-9152-6

    authors: Ahn JE,French JL

    更新日期:2010-04-01 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

  • 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

  • Potential errors in the volume of distribution estimation of therapeutic proteins composed of differently cleared components.

    abstract::The volume of distribution at steady state (Vss) of therapeutic proteins is usually assessed by non-compartmental or compartmental pharmacokinetic (PK) analysis wherein errors may arise due to the elimination of therapeutic proteins from peripheral tissues that are not in rapid equilibrium with the sampling compartmen...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-011-9209-1

    authors: Richter WF,Grimm HP,Theil FP

    更新日期:2011-10-01 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • Incorporation of stochastic variability in mechanistic population pharmacokinetic models: handling the physiological constraints using normal transformations.

    abstract::The utilisation of physiologically-based pharmacokinetic models for the analysis of population data is an approach with progressively increasing impact. However, as we move from empirical to complex mechanistic model structures, incorporation of stochastic variability in model parameters can be challenging due to the ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-015-9418-0

    authors: Tsamandouras N,Wendling T,Rostami-Hodjegan A,Galetin A,Aarons L

    更新日期:2015-08-01 00:00:00

  • Modeling the acute effects of exercise on glucose dynamics in healthy nondiabetic subjects.

    abstract::To shed light on how acute exercise affects blood glucose (BG) concentrations in nondiabetic subjects, we develop a physiological pharmacokinetic/pharmacodynamic model of postprandial glucose dynamics during exercise. We unify several concepts of exercise physiology to derive a multiscale model that includes three imp...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-020-09726-9

    authors: Frank S,Jbaily A,Hinshaw L,Basu R,Basu A,Szeri AJ

    更新日期:2021-01-04 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

  • A method of obtaining starting values of k(in) and k(out) for the indirect response models.

    abstract::A method based on the multivariate technique known as principal component analysis is proposed to obtain starting values for the rate constants of indirect response models. The method is not iterative and only requires standard deviation calculations for two quantities, which are simple functions of the measured pharm...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1023/b:jopa.0000029487.21238.5c

    authors: Mukherjee D,Hutmacher MM

    更新日期:2004-02-01 00:00:00

  • A non-linear mixed effect dynamic model incorporating prior exposure and adherence to treatment to describe long-term therapy outcome in HIV-patients.

    abstract::Long term therapy with antiretroviral agents in HIV-infected patients often result in failure to suppress the virus load. Imperfect adherence to prescribed antiviral drugs is an important factor explaining the resurgence of virus. A better understanding of the factors responsible for the virological failure is importa...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-006-9022-4

    authors: Labbé L,Verotta D

    更新日期:2006-08-01 00:00:00

  • Reversible jump Markov chain Monte Carlo for deconvolution.

    abstract::To solve the problem of estimating an unknown input function to a linear time invariant system we propose an adaptive non-parametric method based on reversible jump Markov chain Monte Carlo (RJMCMC). We use piecewise polynomial functions (splines) to represent the input function. The RJMCMC algorithm allows the explor...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-006-9045-x

    authors: Kang D,Verotta D

    更新日期:2007-06-01 00:00:00

  • Physiologically-based modeling and interspecies prediction of paclitaxel pharmacokinetics.

    abstract::The objective was to develop a physiologically-based pharmacokinetic (PBPK) model to characterize the whole-body disposition of paclitaxel (formulated in Cremophor EL and ethanol-Taxol®) in mice and to evaluate the utility of this model for predicting pharmacokinetics in other species. Published studies that reported ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-018-9586-9

    authors: Zang X,Kagan L

    更新日期:2018-08-01 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

  • Comparison of proportional and differential odds models for mixed-effects analysis of categorical data.

    abstract::In this work a model for analyzing categorical data is presented; the differential odds model. Unlike the commonly used proportional odds model, this model does not assume that a covariate affects all categories equally on the log odds scale. The differential odds model was compared to the proportional odds model, by ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-008-9098-0

    authors: Kjellsson MC,Zingmark PH,Jonsson EN,Karlsson MO

    更新日期:2008-10-01 00:00:00

  • Modeling T cell responses to antigenic challenge.

    abstract::T cell responses are a crucial part of the adaptive immune system in the fight against infections. This article discusses the use of mathematical models for understanding the dynamics of cytotoxic T lymphocyte (CTL) responses against viral infections. Complementing experimental research, mathematical models have been ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章,评审

    doi:10.1007/s10928-014-9387-8

    authors: Wodarz D

    更新日期:2014-10-01 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

  • 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

  • Population in vitro-in vivo pharmacokinetic model of first-pass metabolism: itraconazole and hydroxy-itraconazole.

    abstract::The aim of this study was to develop a population in vitro-in vivo pharmacokinetic model that simultaneously describe the absorption and accumulation kinetics of itraconazole (ICZ) and hydroxy-itraconazole (HICZ) in healthy subjects. The model integrated meta-models of gastrointestinal pH and gastrointestinal transit ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-017-9555-8

    authors: Abuhelwa AY,Mudge S,Upton RN,Foster DJR

    更新日期:2018-04-01 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

  • 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

  • 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