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Mansour K, Fredj NB, Ammar H, Romdhane HB, Mhalla A, Chaabane A, Chadli Z, Aouam K. Exploring clozapine pharmacokinetics in Tunisian schizophrenic patients: A population-based modelling approach investigating the impact of genetic and non-genetic variables. Basic Clin Pharmacol Toxicol 2024; 134:805-817. [PMID: 38599832 DOI: 10.1111/bcpt.14009] [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: 11/23/2023] [Revised: 02/29/2024] [Accepted: 03/22/2024] [Indexed: 04/12/2024]
Abstract
Clozapine is characterized by a large within- and between-patient variability in its pharmacokinetics, attributed to non-genetic and genetic factors. A cross-sectional analysis of clozapine trough concentration (Clz C0) issued from Tunisian schizophrenic patients was collected and analysed using a nonparametric modelling approach. We assessed the impact of demographic covariates (age, weight and sex), patient's habits (smoking status, alcohol and caffeine intake) and the genetic factors (CYP1A2*1C, CYP1A2*1F and CYP2C19*2 polymorphisms) on each pharmacokinetic parameter. An external validation of this pharmacokinetic model using an independent data set was performed. Fit goodness between observed- and individual-predicted data was evaluated using the mean prediction error (% MPE), the mean absolute prediction error (% MAPE) as a measure of bias, and the root mean squared error (% RMSE) as a measure of precision. Sixty-three CLz C0 values issued from 51 schizophrenic patients were assessed in this study and divided into building and validation groups. CYP1A2*1F polymorphism and smoking status were the only covariates significantly associated with clozapine clearance. Precision parameters were as follows: 1.02%, 0.95% and 22.4%, respectively, for % MPE, % MAPE and % RMSE. We developed and validated an accurate pharmacokinetic model able to predict Clz C0 in Tunisian schizophrenic patients using the two parameters CYP1A2*1F polymorphism and smoking.
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Affiliation(s)
- Khadija Mansour
- Department of Clinical Pharmacology, Fattouma Bourguiba Hospital, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Nadia Ben Fredj
- Department of Clinical Pharmacology, Fattouma Bourguiba Hospital, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Helmi Ammar
- Department of Clinical Pharmacology, Fattouma Bourguiba Hospital, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Haifa Ben Romdhane
- Department of Clinical Pharmacology, Fattouma Bourguiba Hospital, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Ahmed Mhalla
- Department of Psychiatry, Fattouma Bourguiba Hospital, Monastir, Tunisia
| | - Amel Chaabane
- Department of Clinical Pharmacology, Fattouma Bourguiba Hospital, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Zohra Chadli
- Department of Clinical Pharmacology, Fattouma Bourguiba Hospital, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Karim Aouam
- Department of Clinical Pharmacology, Fattouma Bourguiba Hospital, Faculty of Medicine, University of Monastir, Monastir, Tunisia
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Alonso Llorente A, Salgado Garrido J, Teijido Hermida Ó, González Andrade F, Valiente Martín A, Fanlo Villacampa AJ, Vicente Romero J. Genetic polymorphisms of CYP2C19 in ecuadorian population: An interethnic approach. Heliyon 2024; 10:e28566. [PMID: 38586400 PMCID: PMC10998100 DOI: 10.1016/j.heliyon.2024.e28566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 03/20/2024] [Indexed: 04/09/2024] Open
Abstract
Introduction CYP2C19 is a highly polymorphic gene responsible for metabolizing commonly used drugs. CYP2C19*2,*3 (loss of activity alleles) and *17 (increased activity allele) are the principal alleles included in clinical guidelines, however their prevalence varies among different ethnicities. Ecuadorian population is formed by Mestizos, Afrodescendants and Native Americans and frequency of CYP2C19 alleles could be different among them. The objective of this study was to establish the frequency of these variants in the different populations of Ecuador and to compare them with other populations. Materials and methods DNA from 105 Afrodescendants, 75 Native Americans of the Kichwa ethnicity, and 33 Mestizos Ecuadorians was analyzed by nested-PCR to identify CYP2C19*17 carriers. CYP2C19*2 allele was analyzed in DNA from 78 Afrodescendants, 29 Native Americans of the Kichwa, and 16 Mestizos by TaqMan Allelic Discrimination Assay. CYP2C19*3 was analyzed in 33 Afrodescendants by nested-PCR. Results The global frequencies of the alternate alleles were 14.22% (CYP2C19*2) and 2.10% (CYP2C19*17). No differences (p > 0.05) were observed among the subgroups. No CYP2C19*3 carrier was identified. CYP2C19*2 frequencies in Ecuador were similar to the ones reported in Europe, Africa and Middle East countries and to some American populations. Low CYP2C19*17 frequencies, like the ones in our population, were also observed in East and South Asia and in Native American groups. Discussion Absence of differences in the ethnic groups in Ecuador for CYP2C19*2 and *17 could be due to either a bias in sample selection (ethnic group was assed by self-identification) or to a high interethnic admixture in the Ecuadorian population that would had diluted genetic differences. In addition, CYP2C19*2, *3, and *17 alleles frequencies in our study suggest that Ecuadorians ancestry is mostly of Native American origin.
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Affiliation(s)
- Alba Alonso Llorente
- Clinical Laboratory Department, Hospital Universitario Arnau de Vilanova, Lleida, Catalunya, Spain
- Department of Pharmacology, Physiology and Legal and Forensic Medicine, Faculty of Medicine, University of Zaragoza, Zaragoza, Aragón, Spain
- IRBLleida, Institut de Recerca Biomèdica de Lleida Fundació Dr. Pifarre, Lleida, Catalunya, Spain
| | - Josefa Salgado Garrido
- Medical Genetics Department, Hospital Universitario de Navarra, Pamplona, Navarra, Spain
- Department of Biochemistry and Molecular Biology, Public University of Navarra (UPNA), Pamplona, Navarra, Spain
| | - Óscar Teijido Hermida
- Navarrabiomed, IdiSNA (Navarra Institute for Health Research), Public University of Navarra (UPNA), Pamplona, Navarra, Spain
| | | | | | - Ana Julia Fanlo Villacampa
- Department of Pharmacology, Physiology and Legal and Forensic Medicine, Faculty of Medicine, University of Zaragoza, Zaragoza, Aragón, Spain
| | - Jorge Vicente Romero
- Department of Pharmacology, Physiology and Legal and Forensic Medicine, Faculty of Medicine, University of Zaragoza, Zaragoza, Aragón, Spain
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Wilson S, Mone P, Kansakar U, Jankauskas SS, Donkor K, Adebayo A, Varzideh F, Eacobacci M, Gambardella J, Lombardi A, Santulli G. Diabetes and restenosis. Cardiovasc Diabetol 2022; 21:23. [PMID: 35164744 PMCID: PMC8845371 DOI: 10.1186/s12933-022-01460-5] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 01/21/2022] [Indexed: 01/05/2023] Open
Abstract
Restenosis, defined as the re-narrowing of an arterial lumen after revascularization, represents an increasingly important issue in clinical practice. Indeed, as the number of stent placements has risen to an estimate that exceeds 3 million annually worldwide, revascularization procedures have become much more common. Several investigators have demonstrated that vessels in patients with diabetes mellitus have an increased risk restenosis. Here we present a systematic overview of the effects of diabetes on in-stent restenosis. Current classification and updated epidemiology of restenosis are discussed, alongside the main mechanisms underlying the pathophysiology of this event. Then, we summarize the clinical presentation of restenosis, emphasizing the importance of glycemic control in diabetic patients. Indeed, in diabetic patients who underwent revascularization procedures a proper glycemic control remains imperative.
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Affiliation(s)
- Scott Wilson
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
| | - Pasquale Mone
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
- Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Institute for Neuroimmunology and Inflammation (INI),, Albert Einstein College of Medicine, New York, NY, USA
| | - Urna Kansakar
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
- Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Institute for Neuroimmunology and Inflammation (INI),, Albert Einstein College of Medicine, New York, NY, USA
| | - Stanislovas S Jankauskas
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
- Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Institute for Neuroimmunology and Inflammation (INI),, Albert Einstein College of Medicine, New York, NY, USA
| | - Kwame Donkor
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
| | - Ayobami Adebayo
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
| | - Fahimeh Varzideh
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
- Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Institute for Neuroimmunology and Inflammation (INI),, Albert Einstein College of Medicine, New York, NY, USA
| | - Michael Eacobacci
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
| | - Jessica Gambardella
- Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Institute for Neuroimmunology and Inflammation (INI),, Albert Einstein College of Medicine, New York, NY, USA
- International Translational Research and Medical Education (ITME) Consortium, Department of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy
| | - Angela Lombardi
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA
| | - Gaetano Santulli
- Department of Medicine, Einstein Institute for Aging Research, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), The Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, New York, NY, USA.
- Department of Molecular Pharmacology, Wilf Family Cardiovascular Research Institute, Institute for Neuroimmunology and Inflammation (INI),, Albert Einstein College of Medicine, New York, NY, USA.
- International Translational Research and Medical Education (ITME) Consortium, Department of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
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Osama S, Wirth F, Zahra G, Barbara C, Xuereb RG, Camilleri L, Azzopardi LM. CYP2C19*2 genetic polymorphism and incidence of in-stent restenosis in patients on clopidogrel: a matched case-control study. Drug Metab Pers Ther 2021; 37:155-161. [PMID: 34851561 DOI: 10.1515/dmpt-2021-0160] [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: 07/12/2021] [Accepted: 10/01/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES The cytochrome P450 2C19*2 (CYP2C19*2) genetic polymorphism is associated with reduced clopidogrel bioactivation, increasing the risk of atherothrombotic complications after percutaneous coronary intervention (PCI). In-stent restenosis (ISR) is a complication that limits the long-term prognosis of PCI. The aim was to investigate the association between presence of the CYP2C19*2 allele and ISR within one-year after PCI in patients prescribed dual antiplatelet therapy with aspirin and clopidogrel. METHODS Sixty patients with angiographically-confirmed drug eluting stent (DES)-ISR within 12 months post-PCI when on DAPT with aspirin and clopidogrel were retrospectively identified (Cases). Another 60 patients with no documented ISR post-PCI in the study period (Controls) were case-matched for age, gender, ethnicity, diabetes mellitus and estimated glomerular filtration rate value, and were invited for CYP2C19*2 genotyping. The association between presence of the CYP2C19*2 allele and ISR was analysed using the Fisher's Exact test and binary logistic regression. RESULTS Twenty-six (43.3%) cases and 5 (8.3%) controls were carriers of one or two CYP2C19*2 alleles. As to non-carrier status of the CYP2C19*2 allele, 34 (56.7%) cases and 55 (91.7%) controls were identified. The association between CYP2C19*2 carrier status and DES-ISR within one-year post-PCI was statistically significant (p<0.001) in both the univariate and multivariate analysis. CONCLUSIONS The proportion of patients who were carriers of one or two CYP2C19*2 alleles who presented with DES-ISR within one-year post-PCI while on clopidogrel was significantly higher compared to patients with no documented ISR.
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Affiliation(s)
- Sara Osama
- Department of Pharmacy, Faculty of Medicine and Surgery, University of Malta, Msida, Malta
| | - Francesca Wirth
- Department of Pharmacy, Faculty of Medicine and Surgery, University of Malta, Msida, Malta
| | - Graziella Zahra
- Department of Pathology, Molecular Diagnostics Unit, Mater Dei Hospital, Msida, Malta
| | - Christopher Barbara
- Department of Pathology, Molecular Diagnostics Unit, Mater Dei Hospital, Msida, Malta
| | | | - Liberato Camilleri
- Department of Statistics and Operations Research, Faculty of Science, University of Malta, Msida, Malta
| | - Lilian M Azzopardi
- Department of Pharmacy, Faculty of Medicine and Surgery, University of Malta, Msida, Malta
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Zhang M, Wang J, Zhang Y, Zhang P, Jia Z, Ren M, Jia X, Ma L, Gao M, Hou Y. Impacts of CYP2C19 Polymorphism and Clopidogrel Dosing on in-Stent Restenosis: A Retrospective Cohort Study in Chinese Patients. Drug Des Devel Ther 2020; 14:669-676. [PMID: 32109992 PMCID: PMC7038774 DOI: 10.2147/dddt.s242167] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 01/29/2020] [Indexed: 11/23/2022] Open
Abstract
Objective This retrospective cohort study is to analyze the impacts of CYP2C19 polymorphism and clopidogrel dosing on in-stent restenosis (ISR) after coronary stenting. Methods Totally, 111 patients were included, who underwent percutaneous coronary intervention (PCI) with drug-eluting stent. Patients received clopidogrel treatment after the intervention on the background treatment with aspirin, based on the genotypes: 75 mg clopidogrel once each day for subjects without CYP2C19 loss-of-function (LOF) alleles (n=51; EM), 75 mg clopidogrel once each day (n=27; IM75) or twice each day (n=33; IM150) for subjects with one CYP2C19 LOF allele. ISR at 3-18 months after coronary stenting was assessed. Results ISR rate was significantly higher in the IM75 group (40.7%) than the EM group (11.8%). ISR rate in the IM150 group was lower than the IM75 group (6.1% vs 40.7%), and comparable to that in the EM group. Multivariate logistic regression showed that both CYP2C19 genotype and clopidogrel dosing were associated with the risk of ISR after adjusting the relevant confounding factors. ISR risk was higher in the IM patients than the EM patients. Patients with clopidogrel dose of 75 mg once each day had significantly higher risk of ISR than those with the dose of 75 mg twice each day. Conclusion Increased dose of clopidogrel may reduce the risk of ISR after PCI in CYP2C19 LOF allele(s) carriers. The presence of CYP2C19 LOF allele(s) increases the risk of ISR after stenting, which could be counteracted by the increased dose of clopidogrel.
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Affiliation(s)
- Min Zhang
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China.,Department of Cardiology, The Fifth People's Hospital of Jinan, Jinan 250022, Shandong, People's Republic of China
| | - Jiangrong Wang
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China
| | - Yong Zhang
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China
| | - Pei Zhang
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China
| | - Zhisheng Jia
- Department of Cardiology, The Fifth People's Hospital of Jinan, Jinan 250022, Shandong, People's Republic of China
| | - Manyi Ren
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China
| | - Xiaomeng Jia
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China
| | - Liping Ma
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China
| | - Mei Gao
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China
| | - Yinglong Hou
- Department of Cardiology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan 250014, Shandong, People's Republic of China
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Wirth F, Zahra G, Xuereb RG, Barbara C, Camilleri L, Fenech A, Azzopardi LM. CYP2C19*2 Allele Carrier Status and Coronary In-stent Restenosis: Is There an Association? JOURNAL OF EXPLORATORY RESEARCH IN PHARMACOLOGY 2018; 3:55-60. [DOI: 10.14218/jerp.2018.00002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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