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 mouse tumor xenograft models, using a tumor growth inhibition model. The tumor static concentration was assigned as the minimal efficacious concentration. PF-06804103 was concluded to be more potent than T-DM1 across cell lines studied. TSCs ranged from 1.0 to 9.8 µg/mL (n = 7) for PF-06804103 and from 4.7 to 29 µg/mL (n = 5) for T-DM1. Two experimental models which were resistant to T-DM1, responded to PF-06804103 treatment. A mechanism-based target mediated drug disposition (TMDD) model was used to predict the human PK of PF-06804103. This model was constructed and validated based on T-DM1 which has non-linear PK at doses administered in the clinic, driven by binding to shed HER2. Non-linear PK is predicted for PF-06804103 in the clinic and is dependent upon circulating HER2 extracellular domain (ECD) concentrations. The models were translated to human and suggested greater efficacy for PF-06804103 compared to T-DM1. In conclusion, a fit-for-purpose translational PK/PD strategy for ADCs is presented and used to compare a new generation HER2 ADC with T-DM1.

authors

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

doi

10.1007/s10928-020-09702-3

subject

Has Abstract

pub_date

2020-10-01 00:00:00

pages

513-526

issue

5

eissn

1567-567X

issn

1573-8744

pii

10.1007/s10928-020-09702-3

journal_volume

47

pub_type

杂志文章
  • Clearance (née Rowland) concepts: a downdate and an update.

    abstract::A number of experimental observations in the late 1960s, early 1970s could not be explained by the pharmacokinetic theory available at that time. For example rats receiving phenobarbital as an enzyme inducing agent exhibited increased elimination of phenylbutazone in vitro in liver microsomes and in vivo in whole anim...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章,评审

    doi:10.1007/s10928-010-9187-8

    authors: Benet LZ

    更新日期:2010-12-01 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

  • Predicting the F(ab)-mediated effect of monoclonal antibodies in vivo by combining cell-level kinetic and pharmacokinetic modelling.

    abstract::Cell-level kinetic models for therapeutically relevant processes increasingly benefit the early stages of drug development. Later stages of the drug development processes, however, rely on pharmacokinetic compartment models while cell-level dynamics are typically neglected. We here present a systematic approach to int...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-012-9243-7

    authors: Krippendorff BF,Oyarzún DA,Huisinga W

    更新日期:2012-04-01 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

  • 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

  • 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

  • Physiologically based synthetic models of hepatic disposition.

    abstract::Current physiologically based pharmacokinetic (PBPK) models are inductive. We present an additional, different approach that is based on the synthetic rather than the inductive approach to modeling and simulation. It relies on object-oriented programming. A model of the referent system in its experimental context is s...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-006-9031-3

    authors: Hunt CA,Ropella GE,Yan L,Hung DY,Roberts MS

    更新日期:2006-12-01 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

  • 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 semi-mechanistic model of bone mineral density and bone turnover based on a circular model of bone remodeling.

    abstract::Development of novel therapies for bone diseases can benefit from mathematical models that predict drug effect on bone remodeling biomarkers. Therefore, a bone cycle model (BCM) was developed that takes into consideration the concept of the basic multicellular unit and the dynamic equilibrium of bone remodeling. The m...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-015-9423-3

    authors: van Schaick E,Zheng J,Perez Ruixo JJ,Gieschke R,Jacqmin P

    更新日期:2015-08-01 00:00:00

  • 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 allo...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1023/a:1020957208071

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

    更新日期:2002-08-01 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 effect of using a robust optimality criterion in model based adaptive optimization.

    abstract::Optimizing designs using robust (global) optimality criteria has been shown to be a more flexible approach compared to using local optimality criteria. Additionally, model based adaptive optimal design (MBAOD) may be less sensitive to misspecification in the prior information available at the design stage. In this wor...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-017-9521-5

    authors: Strömberg EA,Hooker AC

    更新日期:2017-08-01 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

  • 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

  • Pharmacokinetic/pharmacodynamic modeling of total lymphocytes and selected subtypes after oral budesonide.

    abstract::In the present pharmacokinetic/pharmacodynamic (PK/PD) evaluation, cortisol, total lymphocytes, and lymphocyte subpopulations were monitored following single oral doses of two oral formulations of 3 mg budesonide (BUD) (Dosage Forms A and B) in order to assess the differential effects that BUD may have on cortisol sup...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-006-9013-5

    authors: Stark JG,Werner S,Homrighausen S,Tang Y,Krieg M,Derendorf H,Moellmann H,Hochhaus G

    更新日期:2006-08-01 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

  • Structural identifiability and sensitivity.

    abstract::Ordinary differential equation models often contain a large number of parameters that must be determined from measurements by estimation procedure. For an estimation to be successful there must be a unique set of parameters that can have produced the measured data. This is not the case if a model is not structurally i...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-019-09624-9

    authors: Iliadis A

    更新日期:2019-04-01 00:00:00

  • Is mixed effects modeling or naïve pooled data analysis preferred for the interpretation of single sample per subject toxicokinetic data?

    abstract::The purpose of this study was to evaluate whether mixed effects modeling (MEM) performs better than either noncompartmental or compartmental naïve pooled data (NPD) analysis for the interpretation of single sample per subject pharmacokinetic (PK) data. Using PK parameters determined during a toxicokinetic study in rat...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1023/a:1011507100493

    authors: Hing JP,Woolfrey SG,Greenslade D,Wright PM

    更新日期:2001-04-01 00:00:00

  • Population pharmacokinetics of intravenous acetaminophen and its metabolites in major surgical patients.

    abstract::Intravenous acetaminophen is a commonly used analgesic following surgery. The aims of this study were to determine the population pharmacokinetic profile of intravenous acetaminophen and its metabolites in adult surgical patients and to identify patient characteristics associated with acetaminophen metabolism in the p...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-014-9358-0

    authors: Owens KH,Murphy PG,Medlicott NJ,Kennedy J,Zacharias M,Curran N,Sreebhavan S,Thompson-Fawcett M,Reith DM

    更新日期:2014-06-01 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

  • Modelling overdispersion and Markovian features in count data.

    abstract::The number of counts (events) per unit of time is a discrete response variable that is generally analyzed with the Poisson distribution (PS) model. The PS model makes two assumptions: the mean number of counts (lambda) is assumed equal to the variance, and counts occurring in non-overlapping intervals are assumed inde...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章,多中心研究,随机对照试验

    doi:10.1007/s10928-009-9131-y

    authors: Trocóniz IF,Plan EL,Miller R,Karlsson MO

    更新日期:2009-10-01 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

  • 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 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

  • 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

  • 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

  • Age-structured population model of cell survival.

    abstract::Age-structured cell population model was introduced to describe cell survival. The impact of the environment on the cell population is represented by drug plasma concentration. A key model variable is the hazard of cell removal that is a subject to the environment effect. The model is capable of describing cohort and ...

    journal_title:Journal of pharmacokinetics and pharmacodynamics

    pub_type: 杂志文章

    doi:10.1007/s10928-017-9520-6

    authors: Krzyzanski W,Wiczling P,Gebre A

    更新日期:2017-08-01 00:00:00