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Venkatasubramanian R, Collins TA, Lesko LJ, Mettetal JT, Trame MN. Semi-mechanistic modelling platform to assess cardiac contractility and haemodynamics in preclinical cardiovascular safety profiling of new molecular entities. Br J Pharmacol 2020; 177:3568-3590. [PMID: 32335903 DOI: 10.1111/bph.15079] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 03/22/2020] [Accepted: 03/31/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND AND PURPOSE Cardiovascular safety is one of the most frequent causes of safety-related attrition both preclinically and clinically. Preclinical cardiovascular safety is routinely assessed using dog telemetry monitoring key cardiovascular functions. The present research was to develop a semi-mechanistic modelling platform to simultaneously assess changes in contractility (dPdtmax ), heart rate (HR) and mean arterial pressure (MAP) in preclinical studies. EXPERIMENTAL APPROACH Data from dPdtmax , HR, preload (left ventricular end-diastolic pressure [LVEDP]) and MAP were available from dog telemetry studies after dosing with atenolol (n = 27), salbutamol (n = 5), L-NG -nitroarginine methyl ester (L-NAME; n = 4), milrinone (n = 4), verapamil (n = 12), dofetilide (n = 8), flecainide (n = 4) and AZ001 (n = 14). Literature model for rat CV function was used for the structural population pharmacodynamic model development. LVEDP was evaluated as covariate to account for the effect of preload on dPdtmax . KEY RESULTS The model was able to describe drug-induced changes in dPdtmax , HR and MAP for all drugs included in the developed framework adequately, by incorporating appropriate drug effects on dPdtmax , HR and/or total peripheral resistance. Consistent with the Starling's law, incorporation of LVEDP as a covariate on dPdtmax to correct for the preload effect was found to be statistically significant. CONCLUSIONS AND IMPLICATIONS The contractility and haemodynamics semi-mechanistic modelling platform accounts for diurnal variation, drug-induced changes and inter-animal variation. It can be used to hypothesize and evaluate pharmacological effects and provide a holistic cardiovascular safety profile for new drugs.
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Affiliation(s)
- Raja Venkatasubramanian
- Center for Pharmacometrics and Systems Pharmacology, Department of Pharmaceutics, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - Teresa A Collins
- Clinical Pharmacology and Safety Sciences, R&D, AstraZeneca, Cambridge, UK
| | - Lawrence J Lesko
- Center for Pharmacometrics and Systems Pharmacology, Department of Pharmaceutics, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | | | - Mirjam N Trame
- Center for Pharmacometrics and Systems Pharmacology, Department of Pharmaceutics, College of Pharmacy, University of Florida, Orlando, Florida, USA
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Back HM, Lee JB, Kim A, Park SJ, Kim J, Chae JW, Sheen SS, Kagan L, Park HS, Ye YM, Yun HY. Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients. Pharmaceutics 2020; 12:pharmaceutics12040336. [PMID: 32283726 PMCID: PMC7238265 DOI: 10.3390/pharmaceutics12040336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 04/06/2020] [Accepted: 04/07/2020] [Indexed: 11/18/2022] Open
Abstract
Exposure-response and clinical outcome (CO) model for inhaled budesonide/formoterol was developed to quantify the relationship among pharmacokinetics (PK), pharmacodynamics (PD) and CO of the drugs and evaluate the covariate effect on model parameters. Sputum eosinophils cationic proteins (ECP) and forced expiratory volume (FEV1) were selected as PD markers and asthma control score was used as a clinical outcome. One- and two-compartment models were used to describe the PK of budesonide and formoterol, respectively. The indirect response model (IDR) was used to describe the PD effect for ECP and FEV1. In addition, the symptomatic effect on the disease progression model for CO was connected with IDR on each PD response. The slope for the effect of ECP and FEV1 to disease progression were estimated as 0.00008 and 0.644, respectively. Total five covariates (ex. ADRB2 genotype etc.) were searched using a stepwise covariate modeling method, however, there was no significant covariate effect. The results from the simulation study were showed that a 1 puff b.i.d. had a comparable effect of asthma control with a 2 puff b.i.d. As a result, the 1 puff b.i.d. of combination drug could be suggested as a standardized dose to minimize the side effects and obtain desired control of disease compared to the 2 puff b.i.d.
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Affiliation(s)
- Hyun-moon Back
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA; (H.-m.B.); (J.B.L.); (L.K.)
- Center of Excellence in Pharmaceutical Translational Research and Education, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
| | - Jong Bong Lee
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA; (H.-m.B.); (J.B.L.); (L.K.)
| | - Anhye Kim
- Department of Clinical Pharmacology and Therapeutics, CHA Bundang Medical Center, CHA University, Seongnam, Gyeonggi-do 13496, Korea;
| | - Seon-Jong Park
- College of Pharmacy, Chungnam National University, Daejeon 34134, Korea; (S.-J.P.); (J.K.); (J.-w.C.)
| | - Junyeong Kim
- College of Pharmacy, Chungnam National University, Daejeon 34134, Korea; (S.-J.P.); (J.K.); (J.-w.C.)
| | - Jung-woo Chae
- College of Pharmacy, Chungnam National University, Daejeon 34134, Korea; (S.-J.P.); (J.K.); (J.-w.C.)
| | - Seung Soo Sheen
- Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Korea;
| | - Leonid Kagan
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA; (H.-m.B.); (J.B.L.); (L.K.)
- Center of Excellence in Pharmaceutical Translational Research and Education, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
| | - Hae-Sim Park
- Department of Allergy and Clinical Immunology, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Korea;
| | - Young-Min Ye
- Department of Allergy and Clinical Immunology, Ajou University School of Medicine, Suwon, Gyeonggi-do 16499, Korea;
- Correspondence: (Y.-M.Y.); (H.-y.Y.)
| | - Hwi-yeol Yun
- College of Pharmacy, Chungnam National University, Daejeon 34134, Korea; (S.-J.P.); (J.K.); (J.-w.C.)
- Correspondence: (Y.-M.Y.); (H.-y.Y.)
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Heuberger JAAC, van Dijkman SC, Cohen AF. Futility of current urine salbutamol doping control. Br J Clin Pharmacol 2018; 84:1830-1838. [PMID: 29722428 PMCID: PMC6046493 DOI: 10.1111/bcp.13619] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 04/13/2018] [Accepted: 04/22/2018] [Indexed: 11/26/2022] Open
Abstract
Aims Salbutamol is used in the management of obstructive bronchospasm, including that of some elite athletes. It is claimed that high salbutamol (oral) doses may also have an anabolic effect. Therefore, inhalation of salbutamol is restricted by the World Anti‐Doping Agency (WADA) to a maximal daily dose. Urine is tested for violations, but recent cases have resulted in a debate regarding the validity of this approach. It was our aim to determine whether current approaches are sufficiently able to differentiate approved usage from violations. Methods We extracted pharmacokinetic parameters from literature for salbutamol and its sulphated metabolite. From these parameters, a semi‐physiological pharmacokinetic model of inhaled and orally administered salbutamol was synthesized, validated against literature data, and used to perform clinical trial simulations (n = 1000) of possible urine concentrations over time resulting from WADA‐allowed and oral unacceptable dosages. Results The synthesized model was able to predict the literature data well. Simulations showed a very large range of salbutamol concentrations, with a significant portion of virtual subjects (15.4%) exceeding the WADA threshold limit of 1000 ng ml−1 at 1 h post‐dose. Conclusions The observed large variability in urine concentrations indicates that determining the administered dose from a single untimed urine sample is not feasible. The current threshold inadvertently leads to incorrect assumptions of violation, whereas many violations will go unnoticed, especially when samples are taken long after drug administration. These issues, combined with the dubious assertion of its anabolic effect, leads us to conclude that the large effort involved in testing should be reconsidered.
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Affiliation(s)
| | | | - Adam F Cohen
- Centre for Human Drug Research, Leiden, The Netherlands.,Department of Internal Medicine, Leiden University Medical Centre, Leiden, The Netherlands
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Liu Q, Li Q, Han T, Hu T, Zhang X, Hu J, Hu H, Tan W. Study of pH Stability of R-Salbutamol Sulfate Aerosol Solution and Its Antiasthmatic Effects in Guinea Pigs. Biol Pharm Bull 2017; 40:1374-1380. [PMID: 28652557 DOI: 10.1248/bpb.b17-00067] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Currently, all commercial available nebulized salbutamol in China is in its racemic form. It is known that only R-salbutamol (eutomer) has therapeutic effects, while S-salbutamol (distomer) may exacerbate asthma after chronic use. Therefore, it is an unmet clinical need to develop R-salbutamol as a nebulized product that is more convenient for young and old patients. In our study, a stable aerosol solution of R-salbutamol sulfate was established, and its antiasthmatic effects were confirmed. The decomposition rate and racemization effect of the R-salbutamol sulfate solution were evaluated over a pH range from 1 to 10 (except pH=7, 8) at 60°C. The aerodynamic particle size of the R-salbutamol sulfate solution and commercial RS-salbutamol sulfate solution were both tested in vitro by Next-Generation Impactor (NGI) in 5°C. Laser diffractometer was used to characterize the droplet-size distribution (DSD) of both solutions. We next conducted an in vivo animal study to document the antiasthmatic effect of R-salbutamol aerosol sulfate solution and determine the relationship to RS-salbutamol. The results showed that the R-salbutamol sulfate solution was more stable at pH 6. In vitro comparison studies indicated that there was no distribution difference between R-salbutamol sulfate solution and the commercial RS-salbutamol solution. The animal results showed that R-salbutamol was more potent than RS-salbutamol against the same dose of histamine challenge. Unlike commercial RS-salbutamol, which was acidified to a pH of 3.5 to extend bench life but may cause bronchoconstriction in asthmatic patients, the neutralized R-salbutamol solution was more suitable for clinic use.
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Affiliation(s)
- Qing Liu
- School of Bioscience & Bioengineering, South China University of Technology
| | - Qingrui Li
- School of Bioscience & Bioengineering, South China University of Technology
| | - Ting Han
- School of Bioscience & Bioengineering, South China University of Technology
| | - Tingting Hu
- School of Bioscience & Bioengineering, South China University of Technology
| | - Xuemei Zhang
- School of Bioscience & Bioengineering, South China University of Technology
| | - Junhua Hu
- Institute of Biomedical & Pharmaceutical Sciences, Guangdong University of Technology
| | - Hui Hu
- Institute of Biomedical & Pharmaceutical Sciences, Guangdong University of Technology
| | - Wen Tan
- Institute of Biomedical & Pharmaceutical Sciences, Guangdong University of Technology
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Al-Numani D, Colucci P, Ducharme MP. Rethinking bioequivalence and equivalence requirements of orally inhaled drug products. Asian J Pharm Sci 2015. [DOI: 10.1016/j.ajps.2015.08.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
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Zhang X, Liu Q, Hu J, Xu L, Tan W. An aerosol formulation of R-salbutamol sulfate for pulmonary inhalation. Acta Pharm Sin B 2014; 4:79-85. [PMID: 26579368 PMCID: PMC4590724 DOI: 10.1016/j.apsb.2013.12.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Revised: 12/24/2013] [Accepted: 12/26/2013] [Indexed: 12/14/2022] Open
Abstract
An aerosol formulation containing 7.5 mg of R-salbutamol sulfate was developed. The aerosol was nebulized with an air-jet nebulizer, and further assessed according to the new European Medicines Agency (EMA) guidelines. A breath simulator was used for studies of delivery rate and total amount of the active ingredient at volume of 3 mL. A next generation impactor (NGI) with a cooler was used for analysis of the particle size and in vitro lung deposition rate of the active ingredient at 5 °C. The anti-asthmatic efficacy of the aerosol formulation was assessed in guinea pigs with asthma evoked by intravenous injection of histamine compared with racemic salbutamol. Our results show that this aerosol formulation of R-salbutamol sulfate met all the requirements of the new EMA guidelines for nebulizer. The efficacy of a half-dose of R-salbutamol equaled that of a normal dose of racemic salbutamol.
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Affiliation(s)
- Xuemei Zhang
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou 510006, China
| | - Qing Liu
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou 510006, China
| | - Junhua Hu
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou 510006, China
| | - Ling Xu
- Key-Pharma Biomedical Inc., Dongguan 523000, China
| | - Wen Tan
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou 510006, China
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Church MK, Gillard M, Sargentini-Maier ML, Poggesi I, Campbell A, Benedetti MS. From pharmacokinetics to therapeutics. Drug Metab Rev 2009; 41:455-74. [PMID: 19601722 DOI: 10.1080/10837450902891535] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Whilst pharmacokinetics describe the relationship between dose levels and concentration-time profiles of a drug in the body and pharmacodynamics describe the concentration-response relationships, pharmacokinectics-pharmacodynamics(PK-PD) models link these two items providing a framework for modelling the time course of drug response. In this chapter, PK-PD models, describing the therapeutic effects of drugs used for the therapy of allergic diseases have been reviewed. Emphasis was given also to the description of the receptor occupancy, which is tightly related to the downstream clinical response. PK - PD models describing unwanted effects were also commented. An integrated use of these models allows choosing appropriate dosing regimens and providing an objective evaluation of the benefit/risk balance.
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Affiliation(s)
- Martin K Church
- Charité - Universitätsmedizini Berlin, Germany. mkc@ southampton.ac.uk
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