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Yang Y, Zhang X, Wang Y, Xi H, Xu M, Zheng L. Physiologically based pharmacokinetic modeling to predict the pharmacokinetics of codeine in different CYP2D6 phenotypes. Front Pharmacol 2024; 15:1342515. [PMID: 38756374 PMCID: PMC11096448 DOI: 10.3389/fphar.2024.1342515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 04/10/2024] [Indexed: 05/18/2024] Open
Abstract
Objectives Codeine, a prodrug used as an opioid agonist, is metabolized to the active product morphine by CYP2D6. This study aimed to establish physiologically based pharmacokinetic (PBPK) models of codeine and morphine and explore the influence of CYP2D6 genetic polymorphisms on the pharmacokinetics of codeine and morphine. Methods An initial PBPK modeling of codeine in healthy adults was established using PK-Sim® software and subsequently extrapolated to CYP2D6 phenotype-related PBPK modeling based on the turnover frequency (Kcat) of CYP2D6 for different phenotype populations (UM, EM, IM, and PM). The mean fold error (MFE) and geometric mean fold error (GMFE) methods were used to compare the differences between the predicted and observed values of the pharmacokinetic parameters to evaluate the accuracy of PBPK modeling. The validated models were then used to support dose safety for different CYP2D6 phenotypes. Results The developed and validated CYP2D6 phenotype-related PBPK model successfully predicted codeine and morphine dispositions in different CYP2D6 phenotypes. Compared with EMs, the predicted AUC0-∞ value of morphine was 98.6% lower in PMs, 60.84% lower in IMs, and 73.43% higher in UMs. Morphine plasma exposure in IMs administered 80 mg of codeine was roughly comparable to that in EMs administered 30 mg of codeine. CYP2D6 UMs may start dose titration to achieve an optimal individual regimen and avoid a single dose of over 20 mg. Codeine should not be used in PMs for pain relief, considering its insufficient efficacy. Conclusion PBPK modeling can be applied to explore the dosing safety of codeine and can be helpful in predicting the effect of CYP2D6 genetic polymorphisms on drug-drug interactions (DDIs) with codeine in the future.
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Affiliation(s)
- Yujie Yang
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Xiqian Zhang
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Yirong Wang
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Heng Xi
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Min Xu
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Liang Zheng
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
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Adjei GO, Amponsah SK, Goka BQ, Enweronu-Laryea C, Renner L, Sulley AM, Alifrangis M, Kurtzhals JAL. Population Pharmacokinetic Estimates Suggest Elevated Clearance and Distribution Volume of Desethylamodiaquine in Pediatric Patients with Sickle Cell Disease Treated with Artesunate-Amodiaquine. Curr Ther Res Clin Exp 2019; 90:9-15. [PMID: 30766619 PMCID: PMC6360331 DOI: 10.1016/j.curtheres.2019.01.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 01/05/2019] [Accepted: 01/08/2019] [Indexed: 12/11/2022] Open
Abstract
Background There is limited information on the safety or efficacy of currently recommended antimalarial drugs in patients with sickle cell disease (SCD), a population predisposed to worse outcomes if affected by acute malaria. Artesunate-amodiaquine (ASAQ) is the first-line treatment for uncomplicated malaria (UM) in many malaria-endemic countries and is also used for treatment of UM in SCD patients. There is, however, no information to date, on the pharmacokinetics (PK) of amodiaquine or artesunate or the metabolites of these drugs in SCD patients. Objectives This study sought to determine the PK of desethylamodiaquine (DEAQ), the main active metabolite of amodiaquine, among paediatric SCD patients with UM treated with artesunate-amodiaquine (ASAQ). Methods Plasma concentration-time data (median DEAQ levels) of SCD children (n = 16) was initially compared with those of concurrently recruited non-SCD paediatric patients with acute UM (n = 13). A population PK modelling approach was then used to analyze plasma DEAQ concentrations obtained between 64 and 169 hours after oral administration of ASAQ in paediatric SCD patients with acute UM (n = 16). To improve PK modeling, DEAQ concentration-time data (n = 21) from SCD was merged with DEAQ concentration-time data (n = 169) of a historical paediatric population treated with ASAQ (n = 103) from the same study setting. Results The median DEAQ concentrations on days 3 and 7 were comparatively lower in the SCD patients compared to the non-SCD patients. A two-compartment model best described the plasma DEAQ concentration-time data of the merged data (current SCD data and historical data). The estimated population clearance of DEAQ was higher in the SCD patients (67 L/h, 21% relative standard error (RSE) compared with the non-SCD population (15.5 L/h, 32% RSE). The central volume of distribution was larger in the SCD patients compared with the non-SCD patients (4400 L, 43% RSE vs. 368 L, 34% RSE). Conclusions The data shows a tendency towards lower DEAQ concentration in SCD patients and the exploratory population PK estimates suggest altered DEAQ disposition in SCD patients with acute UM. These findings, which if confirmed, may reflect pathophysiological changes associated with SCD on DEAQ disposition, have implications for therapeutic response to amodiaquine in SCD patients. The limited number of recruited SCD patients and sparse sampling approach however, limits extrapolation of the data, and calls for further studies in a larger population.
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Affiliation(s)
- George O Adjei
- Centre for Tropical Clinical Pharmacology and Therapeutics, School of Medicine and Dentistry, College of Health Sciences, University of Ghana, Accra, Ghana
| | - Seth K Amponsah
- Department of Pharmacology and Toxicology, School of Pharmacy, College of Health Sciences, University of Ghana, Accra, Ghana
| | - Bamenla Q Goka
- Department of Child Health, School of Medicine and Dentistry, College of Health Sciences, University of Ghana, Accra, Ghana
| | - Christabel Enweronu-Laryea
- Department of Child Health, School of Medicine and Dentistry, College of Health Sciences, University of Ghana, Accra, Ghana
| | - Lorna Renner
- Department of Child Health, School of Medicine and Dentistry, College of Health Sciences, University of Ghana, Accra, Ghana
| | - Abdul Malik Sulley
- Centre for Tropical Clinical Pharmacology and Therapeutics, School of Medicine and Dentistry, College of Health Sciences, University of Ghana, Accra, Ghana
| | - Michael Alifrangis
- Centre for Medical Parasitology at Department of International Health, Immunology and Microbiology University of Copenhagen and Department of Clinical Microbiology and Department of Infectious Diseases, Copenhagen University Hospital (Rigshospitalet), Copenhagen, Denmark
| | - Jorgen A L Kurtzhals
- Centre for Medical Parasitology at Department of International Health, Immunology and Microbiology University of Copenhagen and Department of Clinical Microbiology and Department of Infectious Diseases, Copenhagen University Hospital (Rigshospitalet), Copenhagen, Denmark
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Facchin A, Bui S, Leroux S, Nacka F, Koehl B, Maksoud E, Fayon M, Jacqz-Aigrain E. Variability of ciprofloxacin pharmacokinetics in children: impact on dose range in sickle cell patients. J Antimicrob Chemother 2018; 73:3423-3429. [DOI: 10.1093/jac/dky328] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 07/19/2018] [Indexed: 11/14/2022] Open
Affiliation(s)
- A Facchin
- Département de Pharmacologie Pédiatrique et pharmacogénétique, CHU Robert Debré APHP, Paris, France
- Ecole Doctorale MTCI, Université Paris Descartes, Paris, France
| | - S Bui
- Département de Pédiatrie, CIC1401, CHU de Bordeaux, Bordeaux, France
| | - S Leroux
- Département de Pharmacologie Pédiatrique et pharmacogénétique, CHU Robert Debré APHP, Paris, France
| | - F Nacka
- Département de Pédiatrie, CIC1401, CHU de Bordeaux, Bordeaux, France
| | - B Koehl
- Service d’hématologie, Centre de référence de la drépanocytose, Hôpital Robert Debré, APHP, Paris, France
- Département de Pédiatrie, Hôpital Robert Debré, APHP, Paris, France
| | - E Maksoud
- Département de Pharmacologie Pédiatrique et pharmacogénétique, CHU Robert Debré APHP, Paris, France
| | - M Fayon
- Département de Pédiatrie, CIC1401, CHU de Bordeaux, Bordeaux, France
| | - E Jacqz-Aigrain
- Département de Pharmacologie Pédiatrique et pharmacogénétique, CHU Robert Debré APHP, Paris, France
- Université Paris Diderot, Sorbonne Paris-Cité, Paris, France
- Centre d’investigation clinique, CIC1426, INSERM, Paris, France
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Population Pharmacokinetics of Cefotaxime and Dosage Recommendations in Children with Sickle Cell Disease. Antimicrob Agents Chemother 2018; 62:AAC.00637-17. [PMID: 29378711 DOI: 10.1128/aac.00637-17] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Accepted: 01/07/2018] [Indexed: 11/20/2022] Open
Abstract
The pharmacokinetic profile of most drugs is dependent on the patient's covariates and may be influenced by the disease. Cefotaxime is frequently prescribed in pediatric patients with sickle cell disease (SCD), characterized by vaso-occlusive complications, chronic hemolytic anemia, and a defective immunological function predisposing the individual to severe infection. Data on the impact of the disease on the disposition of cefotaxime are missing. In the present study, our aims were to determine cefotaxime pharmacokinetics when prescribed to children with SCD for suspected or proven bacterial infection, identify significant covariates, and perform Monte Carlo simulations to optimize the drug dosage. Cefotaxime serum concentrations were measured in 78 pediatric SCD patients receiving cefotaxime intravenously at a daily dose of 200 mg/kg of body weight in three or four divided doses over 30 min. A total of 107 concentrations were available for pharmacokinetic analysis. A population pharmacokinetic model was developed with NONMEM software and used for Monte Carlo simulations. Cefotaxime concentrations ranged from 0.05 to 103.7 mg/liter. Cefotaxime pharmacokinetics were best described by a one-compartment model: the median estimated weight-normalized volume of distribution and clearance were 0.42 liter/kg (range, 0.2 to 1.1 liter/kg) and 0.38 liter/h/kg (range, 0.1 to 1.2 liter/h/kg). Cefotaxime clearance increased by 22% in patients with acute chest syndrome. Dosing optimization, performed using EUCAST MIC susceptibility breakpoints, showed that a dose of 100 mg/kg/6 h should be used, depending on the patient's characteristics and clinical presentation, in order to reach a value of the percentage of time that the drug concentration exceeded the MIC under steady-state pharmacokinetic conditions of 80% in 80% of the patients when targeting sensitive Gram-positive cocci and Gram-negative bacilli with MICs of 1 mg/liter or below.
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Dahan A, Wolk O, Zur M, Amidon GL, Abrahamsson B, Cristofoletti R, Groot D, Kopp S, Langguth P, Polli JE, Shah VP, Dressman JB. Biowaiver Monographs for Immediate-Release Solid Oral Dosage Forms: Codeine Phosphate. J Pharm Sci 2014; 103:1592-600. [DOI: 10.1002/jps.23977] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Revised: 03/23/2014] [Accepted: 03/31/2014] [Indexed: 02/06/2023]
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Nagar S, Remmel RP, Hebbel RP, Zimmerman CL. METABOLISM OF OPIOIDS IS ALTERED IN LIVER MICROSOMES OF SICKLE CELL TRANSGENIC MICE. Drug Metab Dispos 2004; 32:98-104. [PMID: 14709626 DOI: 10.1124/dmd.32.1.98] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Pain in sickle cell anemia (SCA) is clinically managed with opioid analgesics. There are reports that SCA patients tolerate high doses of these drugs without adequate pain relief. The current study investigated the in vitro hepatic metabolism of opioids in mouse models of sickle cell anemia, with the hypothesis that higher dose requirements in SCA could be explained by an increased metabolism rate of opioids. Various rodent cytochrome P450 substrates, i.e., buprenorphine and codeine, and rodent uridine glucuronosyltransferase substrates, i.e., morphine, buprenorphine, and estradiol, were studied. The three groups used were: 1) control C57BL mice, 2) mice with the human alpha-globin and sickle beta-globin transgenes (SC), and 3) mice with the human alpha-globin and sickle beta-globin transgenes, and homozygous for the murine alpha-globin and heterozygous for the beta(major)-gene knockout (SCKO). In vitro hepatic microsomal incubations were carried out for each substrate, and data were fit to the Michaelis-Menten equation. Morphine formation had a higher V(max) in SCKO microsomes (0.4 +/- 0.009 nmol/min. mg; estimate +/- S.E.) than controls (0.25 +/- 0.007). Morphine-3-glucuronide formation had V(max) estimates of 18.9 +/- 0.6, 25.1 +/- 0.4, and 27.06 +/- 1.1 nmol/min. mg in control, SC, and SCKO microsomes, respectively. The control V(max) for estradiol-3-glucuronide formation was 2-fold greater than in SCKO microsomes. The control V(max) for estradiol 17-glucuronide formation was 3.4- and 2.2-fold greater than in SC and SCKO microsomes. Thus, in vitro metabolism of opioids is altered in SCA mouse models, which may lead to altered clearances of these drugs.
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Affiliation(s)
- Swati Nagar
- Department of Pharmaceutics, University of Minnesota, 308 Harvard St. S.E, Minneapolis, MN 55455, USA
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Latta KS. Extemporaneous compounding of pain and symptom control medications. J Pain Palliat Care Pharmacother 2003; 16:51-60. [PMID: 14635825 DOI: 10.1080/j354v16n04_05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
This paper introduces a new series in the Journal on extemporaneously compounded dosage forms for symptom control. Some advantages and limitations of compounded medications are described and issues that clinicians should consider are mentioned. Topics that will be discussed in future papers in this series are described. Changes of compounding-related chapters of the United States Pharmacopeia from advisory statements to enforceable standards are discussed. As an example of important formulation considerations, some physical-chemical characteristics and route of administration characteristics of opioid analgesics are discussed.
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Affiliation(s)
- Kenneth S Latta
- Duke Production, Duke University Medical Center, Durham, NC 27707, USA.
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