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Van der Veken M, Brouwers J, Ozbey AC, Umehara K, Stillhart C, Knops N, Augustijns P, Parrott NJ. Investigating Tacrolimus Disposition in Paediatric Patients with a Physiologically Based Pharmacokinetic Model Incorporating CYP3A4 Ontogeny, Mechanistic Absorption and Red Blood Cell Binding. Pharmaceutics 2023; 15:2231. [PMID: 37765200 PMCID: PMC10536648 DOI: 10.3390/pharmaceutics15092231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 08/06/2023] [Accepted: 08/22/2023] [Indexed: 09/29/2023] Open
Abstract
Tacrolimus is a crucial immunosuppressant for organ transplant patients, requiring therapeutic drug monitoring due to its variable exposure after oral intake. Physiologically based pharmacokinetic (PBPK) modelling has provided insights into tacrolimus disposition in adults but has limited application in paediatrics. This study investigated age dependency in tacrolimus exposure at the levels of absorption, metabolism, and distribution. Based on the literature data, a PBPK model was developed to predict tacrolimus exposure in adults after intravenous and oral administration. This model was then extrapolated to the paediatric population, using a unique reference dataset of kidney transplant patients. Selecting adequate ontogeny profiles for hepatic and intestinal CYP3A4 appeared critical to using the model in children. The best model performance was achieved by using the Upreti ontogeny in both the liver and intestines. To mechanistically evaluate the impact of absorption on tacrolimus exposure, biorelevant in vitro solubility and dissolution data were obtained. A relatively fast and complete release of tacrolimus from its amorphous formulation was observed when mimicking adult or paediatric dissolution conditions (dose, fluid volume). In both the adult and paediatric PBPK models, the in vitro dissolution profiles could be adequately substituted by diffusion-layer-based dissolution modelling. At the level of distribution, sensitivity analysis suggested that differences in blood plasma partitioning of tacrolimus may contribute to the variability in exposure in paediatric patients.
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Affiliation(s)
- Matthias Van der Veken
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, 3000 Leuven, Belgium; (M.V.d.V.); (J.B.); (P.A.)
| | - Joachim Brouwers
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, 3000 Leuven, Belgium; (M.V.d.V.); (J.B.); (P.A.)
| | - Agustos Cetin Ozbey
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Centre Basel, 4070 Basel, Switzerland; (A.C.O.); (K.U.)
| | - Kenichi Umehara
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Centre Basel, 4070 Basel, Switzerland; (A.C.O.); (K.U.)
| | - Cordula Stillhart
- Pharmaceutical R&D, F. Hoffmann-La Roche Ltd., 4070 Basel, Switzerland;
| | - Noël Knops
- Laboratory for Pediatrics, Department of Development & Regeneration, KU Leuven, O&N3, Bus 817, 3000 Leuven, Belgium;
- Department of Pediatrics, Groene Hart Ziekenhuis, 2803 Gouda, The Netherlands
| | - Patrick Augustijns
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, 3000 Leuven, Belgium; (M.V.d.V.); (J.B.); (P.A.)
| | - Neil John Parrott
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Centre Basel, 4070 Basel, Switzerland; (A.C.O.); (K.U.)
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Khadka P, Tucker IG, Das SC. In vitro Dissolution Testing of Rifampicin Powder Formulations For Prediction of Plasma Concentration–Time Profiles After Inhaled Delivery. Pharm Res 2022; 40:1153-1163. [DOI: 10.1007/s11095-022-03439-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Accepted: 11/15/2022] [Indexed: 12/05/2022]
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Guimarães M, Maharaj A, Edginton A, Vertzoni M, Fotaki N. Understanding the Impact of Age-Related Changes in Pediatric GI Solubility by Multivariate Data Analysis. Pharmaceutics 2022; 14:pharmaceutics14020356. [PMID: 35214088 PMCID: PMC8880315 DOI: 10.3390/pharmaceutics14020356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 01/14/2022] [Accepted: 01/25/2022] [Indexed: 11/16/2022] Open
Abstract
The aim of this study was to understand drug solubilization as a function of age and identify drugs at risk of altered drug solubility in newborns and young infants in comparison to adults. Multivariate statistical analysis was used to understand drug solubilization as a function of drug’s physicochemical properties and the composition of gastrointestinal fluids. The solubility of seven poorly soluble compounds was assessed in adult and age-specific fasted and fed state biorelevant media. Partial least squares regression (PLS-R) was used to assess the influence of (i) drug physicochemical properties and (ii) age-related changes in simulated GI fluids, as well as (iii) their interactions, on the pediatrics-to-adult solubility ratio (Sp/Sa (%)). For five out of seven of the compounds investigated, Sp/Sa (%) values fell outside of the 80–125% limits in at least one of the pediatric media. Lipophilicity was responsible for driving drug solubility differences between adults and children in all the biorelevant media investigated, while drug ionization was most relevant in the fed gastric media, and the fasted/fed intestinal media. The concentration of bile salts and lecithin in the fasted and fed intestinal media was critical in influencing drug solubility, while food composition (i.e., cow’s milk formula vs. soy formula) was a critical parameter in the fed gastric state. Changes in GI fluid composition between younger pediatric patients and adults can significantly alter drug luminal solubility. The use of pediatric biorelevant media can be helpful to identify the risk of altered drug solubilization in younger patients during drug development.
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Affiliation(s)
- Mariana Guimarães
- Department of Pharmacy and Pharmacology, University of Bath, Bath BA2 7AY, UK;
| | - Anil Maharaj
- Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, BC V6T 1Z3, Canada;
| | - Andrea Edginton
- School of Pharmacy, University of Waterloo, Waterloo, ON N2G 1C5, Canada;
| | - Maria Vertzoni
- Department of Pharmacy, National and Kapodistrian University of Athens, 157 72 Athens, Greece;
| | - Nikoletta Fotaki
- Department of Pharmacy and Pharmacology, University of Bath, Bath BA2 7AY, UK;
- Centre for Therapeutic Innovation, University of Bath, Bath BA2 7AY, UK
- Correspondence: ; Tel.: +44-1225-386728; Fax: +44-1225-386114
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Hamed R, Alnadi SH, Awadallah A. The Effect of Enzymes and Sodium Lauryl Sulfate on the Surface Tension of Dissolution Media: Toward Understanding the Solubility and Dissolution of Carvedilol. AAPS PharmSciTech 2020; 21:146. [PMID: 32435989 DOI: 10.1208/s12249-020-01683-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 04/09/2020] [Indexed: 11/30/2022] Open
Abstract
The objective of this work was to study the effect of the physiologically relevant enzymes pepsin, pancreatin, and the synthetic surfactant sodium lauryl sulfate (SLS) on the surface tension of the dissolution media and the solubility and dissolution of the weakly basic drug carvedilol. Compendial dissolution media and buffer solutions that simulate the gastrointestinal fluid, prepared with and without the addition of SLS, were used in this study. The surface tension of the dissolution media; critical micelle concentration (CMC) of SLS in buffer solutions; and size, polydispersity index, and zeta potential of SLS micelles loading carvedilol were determined. The solubility and dissolution of carvedilol were investigated and compared with those of the corresponding media prepared without the addition of pepsin, pancreatin, and SLS. Results showed that the addition of pepsin, pancreatin, and SLS lowered the surface tension of the dissolution media to 54.8, 55.7, and ~ 30 mN/m, respectively. The solubility of carvedilol was significantly enhanced with pepsin and SLS; however, no significant difference was found with pancreatin. The dissolution rate of carvedilol was fast in simulated gastric fluid with and without pepsin. The dissolution was further enhanced in media with pancreatin and SLS. The dissolution data were corroborated with the molar micellar solubilization (X) of SLS, ranging between 0.02 and 3.09. Understanding the effect of pepsin, pancreatin, and SLS on the surface tension of the dissolution media and the solubility and dissolution of poorly soluble drugs can improve our knowledge of the performance of these drugs in vivo.
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Zhang S, Fang M, Zhang Q, Li X, Zhang T. Evaluating the bioequivalence of metronidazole tablets and analyzing the effect of in vitro dissolution on in vivo absorption based on PBPK modeling. Drug Dev Ind Pharm 2019; 45:1646-1653. [DOI: 10.1080/03639045.2019.1648502] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Shuqi Zhang
- Department of Pharmaceutics Analysis, School of Wuya College of Innovation, Shenyang Pharmaceutical University, Shenyang, China
| | - Mengna Fang
- Department of Pharmaceutics Analysis, School of Wuya College of Innovation, Shenyang Pharmaceutical University, Shenyang, China
| | - Qi Zhang
- Department of Pharmaceutics Analysis, School of Wuya College of Innovation, Shenyang Pharmaceutical University, Shenyang, China
| | - Xiaoting Li
- Department of Pharmaceutics Analysis, School of Wuya College of Innovation, Shenyang Pharmaceutical University, Shenyang, China
| | - Tianhong Zhang
- Department of Pharmaceutics Analysis, School of Wuya College of Innovation, Shenyang Pharmaceutical University, Shenyang, China
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Liu K, Meng Z, Li Y, Liu J, Xu Y, Wang Y, Li X. Preparation and Evaluation of Mosapride Citrate Dual-Release Dry Suspension. AAPS PharmSciTech 2019; 20:155. [PMID: 30924008 DOI: 10.1208/s12249-019-1343-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Accepted: 02/13/2019] [Indexed: 12/13/2022] Open
Abstract
In this paper, a novel formulation of dual-release dry suspension of mosapride citrate (DRDS-MC) was designed which can be quickly released in the stomach while having sustained-release effect. Co-grinding mixture of mosapride citrate (MC) together with L-HPC as hydrophilic excipient was prepared in order to improve the solubility of MC. The co-grinding mixture was characterized by solubility studies, DSC, X-RD, SEM, FTIR, and size distribution before the preparation of the DRDS-MC. Then, the co-grinding mixture was used to prepare DRDS-MC via wet granulation method. The evaluation of DRDS-MC was focused on physicochemical properties, intestinal absorption, and pharmacokinetics. The results of DSC, X-RD, SEM, FTIR, and size distribution indicated that MC resides in co-grinding mixture with no crystalline changes, hydrogen bonds made L-HPC greatly improving the solubility of MC. Then, the dissolution of DRDS-MC reached 70% in pH 1.2 within 2 h, and the 12-h dissolution of MC in pH 6.8 was nearly 80%. The sedimentation volume after 3 h was 0.94 and redispersibility was good. The linear regression equation between in vitro release of DRDS-MC and intestinal absorption fraction in rats was: Y = 29.215 + 47.535*X (r = 0.952). At last, pharmacokinetic studies in beagle dogs demonstrated that DRDS-MC has prolonged effect compared with commercial formulation Gasmotin as a reference. All results indicated that the DRDS-MC could be quickly released in the stomach while having sustained-release effect.
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Berger M, Ford J, Goldfarb JL. Modeling aqueous contaminant removal due to combined hydrolysis and adsorption: oxytetracycline in the presence of biomass-based activated carbons. SEP SCI TECHNOL 2018. [DOI: 10.1080/01496395.2018.1520721] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Michael Berger
- Chemistry Department, Simmons College, Boston, MA, USA
- Department of Mechanical Engineering, Boston University, Boston
| | - Joel Ford
- Department of Chemical Engineering, University of New Hampshire, Durham, NH, USA
| | - Jillian L. Goldfarb
- Department of Mechanical Engineering, Boston University, Boston
- Division of Materials Science & Engineering, Boston University, Brookline, MA, USA
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, NY, USA
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Lozoya-Agullo I, González-Álvarez I, Merino-Sanjuán M, Bermejo M, González-Álvarez M. Preclinical models for colonic absorption, application to controlled release formulation development. Eur J Pharm Biopharm 2018; 130:247-259. [PMID: 30064699 DOI: 10.1016/j.ejpb.2018.07.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 07/04/2018] [Accepted: 07/05/2018] [Indexed: 12/14/2022]
Abstract
Oral controlled release (CR) formulations have many benefits and have become a valuable resource for the local and systemic administration of drugs. The most important characteristic of these pharmaceutical products is that drug absorption occurs mainly in the colon. Therefore, this review analyses the physiological and physicochemical features that may affect an orally administered CR product, as well as the different strategies to develop a CR dosage form and the methods used to evaluate the formulation efficacy. The models available to study the intestinal permeability and their applicability to colonic permeability determinations are also discussed.
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Affiliation(s)
- Isabel Lozoya-Agullo
- Pharmacokinetics and Pharmaceutical Technology, Miguel Hernandez University, Spain; Pharmacokinetics, Pharmaceutical Technology and Parasitology, University of Valencia, Spain
| | | | - Matilde Merino-Sanjuán
- Pharmacokinetics, Pharmaceutical Technology and Parasitology, University of Valencia, Spain; Molecular Recognition and Technological Development, Polytechnic University-University of Valencia, Valencia, Spain
| | - Marival Bermejo
- Pharmacokinetics and Pharmaceutical Technology, Miguel Hernandez University, Spain
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