RESUMO
Drug effects are often assumed to be directly proportional to the fraction of occupied targets. However, for a number of antagonists that exhibit target-mediated drug disposition (TMDD), such as angiotensin-converting enzyme (ACE) inhibitors, drug binding to the target at low concentrations may be significant enough to influence pharmacokinetics but insufficient to elicit a drug response (i.e., differences in drug-target binding affinity and potency). In this study, a pharmacokinetic/pharmacodynamic model for enalaprilat was developed in humans to provide a theoretical framework for assessing the relationship between ex vivo drug potency (IC50) and in vivo target-binding affinity (KD). The model includes competitive binding of angiotensin I and enalaprilat to ACE and accounts for the circulating target pool. Data were obtained from the literature, and model fitting and parameter estimation were conducted using maximum likelihood in ADAPT5. The model adequately characterized time-courses of enalaprilat concentrations and four biomarkers in the renin-angiotensin system and provided estimates for in vivo KD (0.646 nM) and system-specific parameters, such as total target density (32.0 nM) and fraction of circulating target (19.8%), which were in agreement with previous reports. Model simulations were used to predict the concentration-effect curve of enalaprilat, revealing a 6.3-fold increase in IC50 from KD. Additional simulations demonstrated that target reserve and degradation parameters are key factors determining the extent of shift of enalaprilat ex vivo potency from its in vivo binding affinity. This may be a common phenomenon for drugs exhibiting TMDD and has implications for translating binding affinity to potency in drug development.
Assuntos
Enalaprilato , Peptidil Dipeptidase A , Humanos , Enalaprilato/farmacologia , Peptidil Dipeptidase A/metabolismo , Inibidores da Enzima Conversora de Angiotensina/farmacologia , Ligação CompetitivaRESUMO
Clearance concepts are extensively applied in drug development and drug therapy. The well-stirred model (WSM) of hepatic elimination is the most widely adopted physiologic model in pharmacokinetics owing to its simplicity. A common feature of this organ model is its use to relate hepatic clearance of a compound to the physiologic variables: organ blood flow rate, binding within blood, and hepatocellular metabolic and excretory activities. Recently, Kirchhoff's laws of electrical network have been applied to organ clearance (Pachter et al., 2022; Benet and Sodhi, 2023) with the claim that they yield the same equation for hepatic clearance as the WSM, and that the equation is independent of a mechanistic model. This commentary analyzes this claim and shows that implicit in the application of Kirchhoff's approaches are the same assumptions as those of the WSM. Concern is also expressed in the interpretation of permeability or transport parameters and related equations, as well as the inappropriateness of the corresponding equation defining hepatic clearance. There is no value, and some dangers, in applying Kirchhoff's electrical laws to organ clearance. SIGNIFICANCE STATEMENT: This commentary refutes this claim by Pachter et al. (2022), and Benet and Sodhi, (2023), who suggest that the well-stirred model (WSM) of hepatic elimination, the most widely applied physiologic model of hepatic clearance, provides the same equation as Kirchhoff's laws of electrical network that is independent of a physiologic model. A careful review shows that the claim is groundless and fraught with errors. We conclude that there is no place for the application of Kirchhoff's laws to organ clearance models.
Assuntos
Fígado , Modelos Biológicos , Hepatócitos , Humanos , Cinética , Fígado/metabolismo , Taxa de Depuração MetabólicaRESUMO
Clearance is one of the most widely quoted and applied pharmacokinetic concepts in drug development and therapy. Its foundations and associated models of drug elimination are well embedded and accepted within the scientific community. Recently, however, the prevailing views that have held us in good stead for the past almost 50 years have been challenged with the argument that organ clearance should not be based on elimination rate, now defined by extraction across the liver divided by incoming or systemic concentration, as in current practice, but rather, by the mean concentration of drug within the blood in the organ, which is model-dependent. We argue that all needed parameters already exist, and that the proposed new approach to organ clearance is confusing and unnecessary. SIGNIFICANCE STATEMENT: Clearance concepts are widely applied in drug development and therapy. Historically, hepatic clearance has been defined as the ratio of rate of elimination divided by ingoing blood concentration. Recently, this approach has been challenged arguing that clearance should be referenced to blood concentration within the liver extrapolation (IVIVE). There is no need for additional, a feature that corresponds to intrinsic clearance of the chosen clearance model, a widely accepted parameter in physiologically based pharmacokinetic (PBPK) and in vitro to in vivo extrapolation (IVIVE). There is no need for additional, confusing clearance terms, which offer no material benefit.
Assuntos
Desenvolvimento de Medicamentos , Modelos Biológicos , Cinética , Fígado/metabolismo , Taxa de Depuração MetabólicaRESUMO
Phase 0 approaches - which include microdosing - evaluate subtherapeutic exposures of new drugs in first-in-human studies known as exploratory clinical trials. Recent progress extends phase 0 benefits beyond assessment of pharmacokinetics to include understanding of mechanism of action and pharmacodynamics. Phase 0 approaches have the potential to improve preclinical candidate selection and enable safer, cheaper, quicker and more informed developmental decisions. Here, we discuss phase 0 methods and applications, highlight their advantages over traditional strategies and address concerns related to extrapolation and developmental timelines. Although challenges remain, we propose that phase 0 approaches be at least considered for application in most drug development scenarios.
Assuntos
Desenvolvimento de Medicamentos/métodos , Animais , Ensaios Clínicos como Assunto , HumanosRESUMO
The liver is the most important drug metabolizing organ, endowed with a plethora of metabolizing enzymes and transporters to facilitate drug entry and removal via metabolism and/or biliary excretion. For this reason, much focus surrounds the development of clearance concepts, which are based on normalizing the rate of removal to the input or arterial concentration. By so doing, some authors have recently claimed that it implies one specific model of hepatic elimination, namely, the widely used well-stirred or venous equilibration model (WSM). This commentary challenges this claim and aims to provide a comprehensive discussion of not only the WSM but other currently applied hepatic clearance models - the parallel tube model (PTM), the dispersion model (DM), the zonal liver model (ZLM), and the heterogeneous capillary transit time model of Goresky and co-workers (GM). The WSM, PTM, and DM differ in the patterns of internal blood flow, assuming bulk, plug, and dispersive flows, respectively, which render different degrees of mixing within the liver that are characterized by the magnitudes of the dispersion number (DN), resulting in different implications concerning the (unbound) substrate concentration in liver (CuH). Early models assumed perfusion rate-limited distribution, which have since been modified to include membrane-limited transport. The recent developments associated with the misconceptions and the sensitivity of the models are hereby addressed. Since the WSM has been and will likely remain widely used, the pros and cons of this model relative to physiological reality are further discussed.
Assuntos
Eliminação Hepatobiliar/fisiologia , Hepatócitos/metabolismo , Fígado/metabolismo , Modelos Biológicos , Animais , Humanos , Taxa de Depuração Metabólica , Preparações Farmacêuticas/metabolismo , Ligação Proteica , Ratos , Distribuição TecidualRESUMO
The distribution of a drug within the body should be considered as involving movement of unbound drug between the various aqueous spaces of the body. At true steady state, even for a compound of restricted lipoidal permeability, unbound concentrations in all aqueous compartments (blood, extracellular, and intracellular) are considered identical, unless a compartment has a clearance/transport process. In contrast, total drug concentrations may differ greatly, reflecting binding or partitioning into constituents of each compartment. For most highly lipid permeable drugs, this uniform unbound concentration is expected to apply. However, many compounds have restricted lipoidal permeability and are subjected to transport/clearance processes causing a gradient between intracellular and extracellular unbound concentrations even at steady state. Additional concerns arise where the drug target resides in a site of limited vascularity. Many misleading assumptions about drug concentrations and access to drug targets are based on total drug. Correction, if made, is usually by measuring tissue binding, but this is limited by the lack of homogenicity of the organ or compartment. Rather than looking for technology to measure the unbound concentration it may be better to focus on designing high lipoidal permeable molecules with a high chance of achieving a uniform unbound drug concentration. It is hoped this paper will stimulate greater understanding of the path from circulation to cell interior, and thereby in part avoid or minimize the need to provide the experimentally very determining, and sometimes still questionable, answer to this problem.
Assuntos
Doenças Transmissíveis/metabolismo , Neoplasias/metabolismo , Bibliotecas de Moléculas Pequenas/metabolismo , Animais , Transporte Biológico/fisiologia , Humanos , Inativação Metabólica/fisiologia , PermeabilidadeRESUMO
Target concentration is typically not considered in drug discovery. However, if targets are expressed at relatively high concentrations and compounds have high affinity, such that most of the drug is bound to its target, in vitro screens can give unreliable information on compound affinity. In vivo, a similar situation will generate pharmacokinetic (PK) profiles that deviate greatly from those normally expected, owing to target binding affecting drug distribution and clearance. Such target-mediated drug disposition (TMDD) effects on small molecules have received little attention and might only become apparent during clinical trials, with the potential for data misinterpretation. TMDD also confounds human microdosing approaches by providing therapeutically unrepresentative PK profiles. Being aware of these phenomena will improve the likelihood of successful drug discovery and development.
Assuntos
Bibliotecas de Moléculas Pequenas/farmacocinética , Animais , Ensaios Clínicos como Assunto , Sistemas de Liberação de Medicamentos/métodos , Humanos , Distribuição Tecidual/fisiologiaRESUMO
The growth in the utilization of systems thinking principles has created a paradigm shift in the regulatory sciences and drug product development. Instead of relying extensively on end product testing and one-size-fits-all regulatory criteria, this new paradigm has focused on building quality into the product by design and fostering the development of product-specific, clinically relevant specifications. In this context, this commentary describes the evolution of bioequivalence regulations up to the current day and discusses the potential of applying a Bayesian-like approach, considering all relevant prior knowledge, to guide regulatory bioequivalence decisions in a patient-centric environment.
Assuntos
Preparações Farmacêuticas/administração & dosagem , Preparações Farmacêuticas/química , Administração Oral , Animais , Teorema de Bayes , Desenvolvimento de Medicamentos/métodos , Humanos , Equivalência TerapêuticaRESUMO
This work provides a perspective on the qualification and verification of physiologically based pharmacokinetic (PBPK) platforms/models intended for regulatory submission based on the collective experience of the Simcyp Consortium members. Examples of regulatory submission of PBPK analyses across various intended applications are presented and discussed. European Medicines Agency (EMA) and US Food and Drug Administration (FDA) recent draft guidelines regarding PBPK analyses and reporting are encouraging, and to advance the use and acceptability of PBPK analyses, more clarity and flexibility are warranted.
Assuntos
Simulação por Computador , Aprovação de Drogas , Modelos Biológicos , Farmacocinética , Europa (Continente) , Humanos , Estados Unidos , United States Food and Drug AdministrationRESUMO
Among pharmacokinetic concepts, clearance has been the most widely applied in clinical pharmacology and drug development. With so much written on the subject it might be thought that there is nothing more to say. So it is noteworthy that some basic aspects related to hepatic clearance, and specifically the most popular model, the well-stirred model, have been challenged by Benet et al. This commentary examines the challenge and provides our views.
Assuntos
Modelos Biológicos , Farmacologia Clínica , Cinética , Fígado , Taxa de Depuração MetabólicaRESUMO
Physiologically based pharmacokinetic (PBPK) models can over-predict maximum plasma concentrations (C(max)) following intravenous administration. A proposed explanation is that invariably PBPK models report the concentration in the central venous compartment, rather than the site where the samples are drawn. The purpose of this study was to identify and validate potential corrective models based on anatomy and physiology governing the blood supply at the site of sampling and incorporate them into a PBPK platform. Four models were developed and scrutinised for their corrective potential. All assumed the peripheral sampling site concentration could be described by contributions from surrounding tissues and utilised tissue-specific concentration-time profiles reported from the full-PBPK model within the Simcyp Simulator. Predicted concentrations for the peripheral site were compared to the observed C(max). The models results were compared to clinical data for 15 studies over seven compounds (alprazolam, imipramine, metoprolol, midazolam, omeprazole, rosiglitazone and theophylline). The final model utilised tissue concentrations from adipose, skin, muscle and a contribution from artery. Predicted C(max) values considering the central venous compartment can over-predict the observed values up to 10-fold whereas the new sampling site predictions were within 2-fold of observed values. The model was particularly relevant for studies where traditional PBPK models over-predict early time point concentrations. A successful corrective model for C(max) prediction has been developed, subject to further validation. These models can be enrolled as built-up modules into PBPK platforms and potentially account for factors that may affect the initial mixing of the blood at the site of sampling.
Assuntos
Modelos Biológicos , Preparações Farmacêuticas/metabolismo , Farmacocinética , Administração Intravenosa , Animais , Humanos , Preparações Farmacêuticas/administração & dosagemRESUMO
This study investigates the hepatic disposition of diclofenac as a function of route of input: portal vein (PV) versus hepatic artery (HA) in the presence of its binding protein, albumin. The in situ dual perfused rat liver was performed using Krebs bicarbonate buffer containing human serum albumin (HSA, 0.25%-1%) at constant PV (12 mL/min) and HA (3 mL/min) flow rates. Bolus doses of [(14) C]-diclofenac and (125) I-labeled HSA were injected randomly into the HA or PV and then, after an appropriate interval, into the alternate vessel. Regardless of route of input and perfusion medium protein concentration, the hepatic outflow profile of diclofenac displayed a characteristic sharp peak followed by a slower eluting tail, indicating that its radial distribution is not instantaneous. Based on the estimated effective permeability-surface area product/blood flow ratio, hepatic uptake of diclofenac is governed by both perfusion and permeability. Fractional effluent recovery (F) increased as unbound diclofenac fraction in the perfusate decreased. Although no significant difference in hepatic clearance of diclofenac as a function of route of delivery at 0.5% and 1% HSA, it was demonstrable at 0.25% HSA (p < 0.001), when the extraction ratio is higher.
Assuntos
Anti-Inflamatórios não Esteroides/metabolismo , Anti-Inflamatórios não Esteroides/farmacocinética , Diclofenaco/metabolismo , Diclofenaco/farmacocinética , Fígado/metabolismo , Animais , Anti-Inflamatórios não Esteroides/administração & dosagem , Diclofenaco/administração & dosagem , Humanos , Infusões Intra-Arteriais , Infusões Intravenosas , Fígado/irrigação sanguínea , Masculino , Perfusão , Permeabilidade , Ligação Proteica , Ratos , Ratos Sprague-Dawley , Albumina Sérica/metabolismoRESUMO
PURPOSE: To apply physiologically-based pharmacokinetic (PBPK) modeling to investigate the consequences of reduction in activity of hepatic and intestinal uptake and efflux transporters by cyclosporine and its metabolite AM1. METHODS: Inhibitory potencies of cyclosporine and AM1 against OATP1B1, OATP1B3 and OATP2B1 were investigated in HEK293 cells +/- pre-incubation. Cyclosporine PBPK model implemented in Matlab was used to assess interaction potential (+/- metabolite) against different processes (uptake, efflux and metabolism) in liver and intestine and to predict quantitatively drug-drug interaction with repaglinide. RESULTS: Cyclosporine and AM1 were potent inhibitors of OATP1B1 and OATP1B3, IC(50) ranging from 0.019-0.093 µM following pre-incubation. Cyclosporine PBPK model predicted the highest interaction potential against liver uptake transporters, with a maximal reduction of >70% in OATP1B1 activity; the effect on hepatic efflux and metabolism was minimal. In contrast, 80-97% of intestinal P-gp and CYP3A4 activity was reduced due to the 50-fold higher cyclosporine enterocytic concentrations relative to unbound hepatic inlet. The inclusion of AM1 resulted in a minor increase in the predicted maximal reduction of OATP1B1/1B3 activity. Good predictability of cyclosporine-repaglinide DDI and the impact of dose staggering are illustrated. CONCLUSIONS: This study highlights the application of PBPK modeling for quantitative prediction of transporter-mediated DDIs with concomitant consideration of P450 inhibition.
Assuntos
Ciclosporina/farmacologia , Inibidores do Citocromo P-450 CYP3A , Inibidores Enzimáticos/farmacologia , Transportadores de Ânions Orgânicos Sódio-Independentes/antagonistas & inibidores , Transportadores de Ânions Orgânicos/antagonistas & inibidores , Ciclosporina/metabolismo , Ciclosporina/farmacocinética , Citocromo P-450 CYP3A/metabolismo , Interações Medicamentosas , Inibidores Enzimáticos/metabolismo , Inibidores Enzimáticos/farmacocinética , Células HEK293 , Humanos , Mucosa Intestinal/metabolismo , Intestinos/efeitos dos fármacos , Fígado/efeitos dos fármacos , Fígado/metabolismo , Transportador 1 de Ânion Orgânico Específico do Fígado , Modelos Biológicos , Transportadores de Ânions Orgânicos/metabolismo , Transportadores de Ânions Orgânicos Sódio-Independentes/metabolismo , Membro 1B3 da Família de Transportadores de Ânion Orgânico Carreador de SolutoRESUMO
A key parameter in whole-body physiologically based pharmacokinetic models is the tissue-to-plasma water partition coefficient (K(pu)), which is commonly assumed consistent across all species for all tissues for passively distributing drugs. Many drugs primarily bind to tissue lipids and although considerable tissue lipid concentration data exist in rodents, data on these and K(pu) values in larger animals and humans are sparse to negligible. To test the above assumption, lipid levels were quantified in 13 dog tissues, then compared with the values in rat, and used to predict and compare K(pu) values between these species. For many tissues, including muscle, lipid concentrations were comparable in dog and rat. However, spleen acidic phospholipid levels were sevenfold lower, skin neutral phospholipid threefold lower, and neutral lipids fivefold, 12-fold, and eightfold lower in brain, lung, and spleen, respectively, and fourfold higher in bone in dog than in rat. Such differences resulted in significant predicted K(pu) differences. In contrast, unbound volume of distribution (Vu(ss)), a global measure of distribution, showed generally good agreement (predictions and observations) between dog and rat for a diverse compound set, indicating tissues with large-predicted K(pu) species differences tend either to contribute to Vu(ss) to a limited extent, and/or occur in opposing directions tending to cancel each other out.
Assuntos
Lipídeos/análise , Farmacocinética , Animais , Simulação por Computador , Cães , Masculino , Modelos Biológicos , Ratos , Ratos Sprague-Dawley , Distribuição TecidualRESUMO
During the last century, particularly the latter half, spectacular progress has been made in improving the health and longevity of people. The reasons are many, but the development of medicines has played a critical role. This report documents and reflects on the impressive contribution that those working in the pharmaceutical sciences have made to healthcare over the past 50 years. It is divided into six sections (drug discovery; absorption, distribution, metabolism, and excretion; pharmacokinetics and pharmacodynamics; drug formulation; drug regulation; and drug utilization), each describing key contributions that have been made in the progression of medicines, from conception to use. A common thread throughout is the application of translational science to the improvement of drug discovery, development, and therapeutic application. Each section has been coordinated by a leading scientist who was asked, after consulting widely with many colleagues across the globe, to identify "The five most influential ideas/concepts/developments introduced by 'pharmaceutical scientists' (in their field) over the past 50 years?" Although one cannot predict where the important breakthroughs will come in the future to meet the unmet medical needs, the evidence presented in this report should leave no doubt that those engaged in the pharmaceutical sciences will continue to make their contributions heavily felt.
Assuntos
Química Farmacêutica/história , Descoberta de Drogas , História do Século XX , História do Século XXI , Farmacocinética , FarmacologiaRESUMO
Ultrasensitive analytical methodologies have now made possible the ability to characterize the pharmacokinetics (PK) of compounds following administration to humans of a minute, subpharmacologic dose, a microdose. This has the potential to provide pre-IND information to help in early candidate selection, but only if such information is reasonably predictive of PK at pharmacologic doses. The published clinical data in this area are critically assessed and perspectives drawn. The place of microdosing, alone and coupled with other innovative methodologies, both pre-IND and during clinical development, is considered as a way forward to improve the efficiency and informativeness of drug development.