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Glerum PJ, Yamada WM, Neely MN, Burger DM, Maliepaard M, Neef C. Interchangeability of generic drugs for subpopulations: Bioequivalence simulation from a nonparametric PK model of gabapentin generic drugs. Br J Clin Pharmacol 2024; 90:1576-1585. [PMID: 36482842 DOI: 10.1111/bcp.15629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 11/15/2022] [Accepted: 11/21/2022] [Indexed: 12/13/2022] Open
Abstract
Patients are often switched between generic formulations of the same drug, but in some cases generic interchangeability is questioned. For generic drugs to be approved, bioequivalence with the innovator drug should be demonstrated, but evidence of bioequivalence is not required in the intended patient population or relative to other approved generics. AIM We aim to identify pathophysiological pharmacokinetic subpopulations for whom there is a difference in comparative bioavailability compared to a healthy population. METHODS We used simulated exposures from a nonparametric model of multiple generics and the originator gabapentin. Exposure was simulated for virtual populations with pharmacokinetic characteristics beyond those of healthy subjects with regard to rate of absorption, volume of distribution and reduced renal function. Virtual parallel design bioequivalence studies were performed using a random sample of 24 simulated subjects, with standard acceptance criteria. RESULTS Results indicated increased pharmacokinetic variability for patient populations with a lower rate of absorption or a reduced renal function, but no change in the average comparable bioavailability ratio. This increased variability results in a reduced likelihood of demonstrating bioequivalence. Observations were similar for comparisons between all different formulations, as well as between subjects who received the identical formulation in a repeated fashion. No relevant effect was observed for simulations with increased volume of distribution. CONCLUSION Our simulations indicate that the reduced likelihood of demonstrating bioequivalence for subjects with altered pharmacokinetics is not influenced by a formulation switch, nor does the average comparable bioavailability ratio change, therefore these results support generic interchangeability and current approval requirements for generics.
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Affiliation(s)
- Pieter J Glerum
- Medicines Evaluation Board, Utrecht, The Netherlands
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Walter M Yamada
- Laboratory of Applied Pharmacokinetics and Bioinformatics, Children's Hospital Los Angeles, University of Southern California, Los Angeles, California, USA
| | - Michael N Neely
- Laboratory of Applied Pharmacokinetics and Bioinformatics, Children's Hospital Los Angeles, University of Southern California, Los Angeles, California, USA
| | - David M Burger
- Department of Pharmacy, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Marc Maliepaard
- Medicines Evaluation Board, Utrecht, The Netherlands
- Department of Pharmacology and Toxicology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Cees Neef
- Department of Clinical Pharmacy and Toxicology, CARIM, Maastricht University, Maastricht, The Netherlands
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Kandi V, Vadakedath S. Clinical Trials and Clinical Research: A Comprehensive Review. Cureus 2023; 15:e35077. [PMID: 36938261 PMCID: PMC10023071 DOI: 10.7759/cureus.35077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/16/2023] [Indexed: 02/18/2023] Open
Abstract
Clinical research is an alternative terminology used to describe medical research. Clinical research involves people, and it is generally carried out to evaluate the efficacy of a therapeutic drug, a medical/surgical procedure, or a device as a part of treatment and patient management. Moreover, any research that evaluates the aspects of a disease like the symptoms, risk factors, and pathophysiology, among others may be termed clinical research. However, clinical trials are those studies that assess the potential of a therapeutic drug/device in the management, control, and prevention of disease. In view of the increasing incidences of both communicable and non-communicable diseases, and especially after the effects that Coronavirus Disease-19 (COVID-19) had on public health worldwide, the emphasis on clinical research assumes extremely essential. The knowledge of clinical research will facilitate the discovery of drugs, devices, and vaccines, thereby improving preparedness during public health emergencies. Therefore, in this review, we comprehensively describe the critical elements of clinical research that include clinical trial phases, types, and designs of clinical trials, operations of trial, audit, and management, and ethical concerns.
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Affiliation(s)
- Venkataramana Kandi
- Clinical Microbiology, Prathima Institute of Medical Sciences, Karimnagar, IND
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Lal R, Ellenbogen A, Gidal B. Interindividual Variability in the Bioavailability of Gabapentin Enacarbil Extended Release in Healthy Adults: An Analysis of Data From 6 Phase I Studies. Ther Drug Monit 2022; 44:448-454. [PMID: 34726199 PMCID: PMC9083487 DOI: 10.1097/ftd.0000000000000935] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 09/08/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND The absorption and bioavailability of oral gabapentin are associated with a high degree of interindividual variability. Gabapentin enacarbil, a prodrug of gabapentin, is well absorbed and provides sustained, dose-proportional exposure to gabapentin. The aim of this analysis was to describe the interindividual variability in the bioavailability of gabapentin after gabapentin enacarbil administration in healthy subjects. METHODS Gabapentin pharmacokinetic (PK) parameters after an oral dose of gabapentin enacarbil 1200 mg (2 600-mg tablets) were compared across 6 phase I studies in healthy adults (n = 12 per study). The distribution of bioavailability values was assessed in all studies. RESULTS The mean PK parameters of gabapentin were consistent across the trials: maximum concentration range: 6.4-7.9 μg/mL, time to maximum concentration range: 5.2-8.2 hours, area under the plasma-concentration curve extrapolated from time 0 to infinity or at steady state range: 70.8-109.4 μg·h/mL, and bioavailability range: 64.8%-82.9%. Overall, the mean bioavailability was 74.1% (SD, 14.1; coefficient of variation, 19.1%). Individual bioavailability across all studies ranged from 42% to 100%. CONCLUSIONS Gabapentin PK after gabapentin enacarbil administration was consistent across studies, with low interindividual variability in bioavailability. Gabapentin enacarbil may provide more consistent and predictable exposure to gabapentin than oral gabapentin formulations.
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Affiliation(s)
- Ritu Lal
- GEn1E Lifesciences, Palo Alto, California
| | - Aaron Ellenbogen
- Quest Research Institute, Farmington Hills, Michigan
- Michigan Institute for Neurological Disorders, Farmington Hills, Michigan; and
| | - Barry Gidal
- School of Pharmacy, University of Wisconsin, Madison, Wisconsin
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Glerum PJ, Neef C, Burger DM, Yu Y, Maliepaard M. Pharmacokinetics and Generic Drug Switching: A Regulator's View. Clin Pharmacokinet 2021; 59:1065-1069. [PMID: 32557345 PMCID: PMC7467961 DOI: 10.1007/s40262-020-00909-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There appears to be a mismatch between the assumed therapeutic equivalence of generic drugs, their interchangeability, and reported clinical discomfort following generic drug use and drug switches. In this article, we describe why we are of the opinion that the current regulatory approach to the evaluation of generic drugs based on average bioequivalence is sufficient to expect therapeutic equivalence in the clinical setting. This has often been debated, specifically as adverse drug reactions related to generic drug switches are regularly reported. We agree that clinical discomfort during a bioequivalent drug switch may indeed be caused by different exposures to the active substance. However, this difference in exposure is not a result of the characteristics or quality of generic drugs; it is caused by the pharmacokinetic within-subject variability of the active substance, i.e., the variability on the bioavailability of the active substance, when comparing two occasions of administration of the same drug product, to the same patient. Therefore, reported clinical discomfort following generic drug use and drug switches does not warrant a change in the regulatory approach to the evaluation of the bioequivalence of generic drugs. Switching from a brand-name drug to currently approved generic drugs, or between different generic drugs, will in principle result in comparable exposure, within boundaries determined by the within-subject variability of the pharmacokinetics of the active substance involved.
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Affiliation(s)
- Pieter J Glerum
- Medicines Evaluation Board, CBG-MEB, P.O. Box 8275, 3503 GB, Utrecht, The Netherlands.,Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Cees Neef
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - David M Burger
- Department of Pharmacy, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Yang Yu
- Medicines Evaluation Board, CBG-MEB, P.O. Box 8275, 3503 GB, Utrecht, The Netherlands.,Department of Pharmacology and Toxicology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Marc Maliepaard
- Medicines Evaluation Board, CBG-MEB, P.O. Box 8275, 3503 GB, Utrecht, The Netherlands. .,Department of Pharmacology and Toxicology, Radboud University Medical Centre, Nijmegen, The Netherlands.
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Van Lancker G, Van Bortel L, Delafontaine B, Boussery K, Swart E, Chahbouni A, Van Bocxlaer J, Colin P. Switchability of Gabapentin Formulations: A Randomized Trial to Assess Bioequivalence Between
Neurontin
and
Gabasandoz
on the Individual Subject Level. Clin Pharmacol Ther 2019; 106:195-203. [DOI: 10.1002/cpt.1353] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Accepted: 12/20/2018] [Indexed: 11/12/2022]
Affiliation(s)
- Griet Van Lancker
- Heymans Institute of PharmacologyGhent University Ghent Belgium
- Drug Research Unit GhentGhent University Hospital Ghent Belgium
| | - Luc Van Bortel
- Heymans Institute of PharmacologyGhent University Ghent Belgium
- Drug Research Unit GhentGhent University Hospital Ghent Belgium
| | - Brant Delafontaine
- Heymans Institute of PharmacologyGhent University Ghent Belgium
- Drug Research Unit GhentGhent University Hospital Ghent Belgium
| | - Koen Boussery
- Laboratory of Medical Biochemistry and Clinical AnalysisFaculty of Pharmaceutical SciencesGhent University Ghent Belgium
- Pharmaceutical Care UnitFaculty of Pharmaceutical SciencesGhent University Ghent Belgium
| | - Eleonora Swart
- Department of Clinical Pharmacology and PharmacyVU University Medical Center Amsterdam The Netherlands
| | - Abdel Chahbouni
- Department of Clinical Pharmacology and PharmacyVU University Medical Center Amsterdam The Netherlands
| | - Jan Van Bocxlaer
- Laboratory of Medical Biochemistry and Clinical AnalysisFaculty of Pharmaceutical SciencesGhent University Ghent Belgium
| | - Pieter Colin
- Laboratory of Medical Biochemistry and Clinical AnalysisFaculty of Pharmaceutical SciencesGhent University Ghent Belgium
- Department of AnesthesiaUniversity Medical Center GroningenGroningen University Groningen The Netherlands
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Yamamoto PA, Benzi JRL, Azeredo FJ, Dach F, Ianhez Júnior E, Zanelli CF, de Moraes NV. Pharmacogenetics-based population pharmacokinetic analysis of gabapentin in patients with chronic pain: Effect of OCT2 and OCTN1 gene polymorphisms. Basic Clin Pharmacol Toxicol 2018; 124:266-272. [PMID: 30192429 DOI: 10.1111/bcpt.13126] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 09/04/2018] [Indexed: 01/11/2023]
Abstract
Gabapentin (GAB) is eliminated unchanged in urine, and organic cation transporters (OCT2 and OCTN1) have been shown to play a role in GAB renal excretion. This prospective clinical study aimed to evaluate the genetic polymorphisms effect on GAB pharmacokinetic (PK) variability using a population pharmacokinetic approach. Data were collected from 53 patients with chronic pain receiving multiple doses of GAB. Patients were genotyped for SLC22A2 c.808G>T and SLC22A4 c.1507C>T polymorphisms. Both polymorphisms' distribution followed the Hardy-Weinberg equilibrium. An one-compartment model with first-order absorption and linear elimination best described the data. The absorption rate constant, volume of distribution, and clearance estimated were 0.44 h-1 , 86 L, and 17.3 × (estimated glomerular filtration ratio/89.58)1.04 L/h, respectively. The genetic polymorphism SLC22A4 c.1507C>T did not have a significant influence on GAB absorption, distribution or elimination. Due to the low minor allelic frequency of SLC22A2 c.808G>T, further studies require higher number of participants to confirm its effect on GAB renal elimination. In conclusion, GAB clinical pharmacokinetics are strongly influenced by renal function and absorption process, but not by the OCTN1 (SLC22A4 c.1507C>T) polymorphism.
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Affiliation(s)
- Priscila A Yamamoto
- Department of Natural Products and Toxicology, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Araraquara, Brazil
| | - Jhohann R L Benzi
- Department of Clinical Analyses, Toxicology and Food Science, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo (USP), Ribeirão Preto, Brazil
| | | | - Fabíola Dach
- Department of Neurosciences, Ribeirão Preto Medical School, University of São Paulo (USP), Ribeirão Preto, Brazil
| | | | - Cleslei F Zanelli
- Department of Biological Sciences, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Araraquara, Brazil
| | - Natália V de Moraes
- Department of Natural Products and Toxicology, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Araraquara, Brazil
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