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Sommer J, Wozniak J, Schmitt J, Koch J, Stingl JC, Just KS. Assessment of Substrate Status of Drugs Metabolized by Polymorphic Cytochrome P450 (CYP) 2 Enzymes: An Analysis of a Large-Scale Dataset. Biomedicines 2024; 12:161. [PMID: 38255266 PMCID: PMC10813138 DOI: 10.3390/biomedicines12010161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/02/2024] [Accepted: 01/03/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND The analysis of substrates of polymorphic cytochrome P450 (CYP) enzymes is important information to enable drug-drug interactions (DDIs) analysis and the relevance of pharmacogenetics in this context in large datasets. Our aim was to compare different approaches to assess the substrate properties of drugs for certain polymorphic CYP2 enzymes. METHODS A standardized manual method and an automatic method were developed and compared to assess the substrate properties for the metabolism of drugs by CYP2D6, 2C9, and 2C19. The automatic method used a matching approach to three freely available resources. We applied the manual and automatic methods to a large real-world dataset deriving from a prospective multicenter study collecting adverse drug reactions in emergency departments in Germany (ADRED). RESULTS In total, 23,878 medication entries relating to 895 different drugs were analyzed in the real-world dataset. The manual method was able to assess 12.2% (n = 109) of drugs, and the automatic method between 12.1% (n = 109) and 88.9% (n = 796), depending on the resource used. The CYP substrate classifications demonstrated moderate to almost perfect agreements for CYP2D6 and CYP2C19 (Cohen's Kappa (κ) 0.48-0.90) and fair to moderate agreements for CYP2C9 (κ 0.20-0.48). CONCLUSION A closer look at different classifications between methods revealed that both methods are prone to error in different ways. While the automated method excels in time efficiency, completeness, and actuality, the manual method might be better able to identify CYP2 substrates with clinical relevance.
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Affiliation(s)
- Jakob Sommer
- Institute of Clinical Pharmacology, University Hospital of RWTH Aachen, 52074 Aachen, Germany; (J.S.); (J.W.); (J.K.); (J.C.S.)
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Justyna Wozniak
- Institute of Clinical Pharmacology, University Hospital of RWTH Aachen, 52074 Aachen, Germany; (J.S.); (J.W.); (J.K.); (J.C.S.)
| | - Judith Schmitt
- Institute of Clinical Pharmacology, University Hospital of RWTH Aachen, 52074 Aachen, Germany; (J.S.); (J.W.); (J.K.); (J.C.S.)
| | - Jana Koch
- Institute of Clinical Pharmacology, University Hospital of RWTH Aachen, 52074 Aachen, Germany; (J.S.); (J.W.); (J.K.); (J.C.S.)
| | - Julia C. Stingl
- Institute of Clinical Pharmacology, University Hospital of RWTH Aachen, 52074 Aachen, Germany; (J.S.); (J.W.); (J.K.); (J.C.S.)
| | - Katja S. Just
- Institute of Clinical Pharmacology, University Hospital of RWTH Aachen, 52074 Aachen, Germany; (J.S.); (J.W.); (J.K.); (J.C.S.)
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PEPEDİL TANRİKULU F, BABAOGLU MO, ÇAKIR B, BOZKURT A, GÜVEN GS. CYP2C9 gen polimorfizmlerinin losartan kullanan hipertansif hastalarda tedavi yanıtı üzerine etkisi. CUKUROVA MEDICAL JOURNAL 2022. [DOI: 10.17826/cumj.1093761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Amaç: Bu çalışmada, anti-hipertansif olarak losartan kullanan hastalarda CYP2C9 polimorfizmlerinin tedavi yanıtı üzerine etkileri incelenmiştir.
Yöntemler: Araştırmaya yeni tanı almış, evre 1 esansiyel hipertansiyonu olan 74 hasta dahil edildi. Bu hastalara tedavi öncesi ve losartan başlandıktan altı hafta sonra kan basıncı ölçümleri yapılarak elde edilen kan basıncı düşüşleri kaydedildi. Hastalardan ilk tanı sırasında alınmış olan kan örneklerinden DNA izolasyonu yapılarak CYP2C9 *2 ve *3 polimorfik alelleri için genetik analizler yapıldı. Polimorfik alelleri taşıyan bireyler ile yabanıl tip (wild-type) genotip taşıyıcılarının anti-hipertansif tedavi yanıtları karşılaştırıldı.
Bulgular: CYP2C9*1*2 genotipine sahip hastalar, yabanıl tip genotipe sahip hastalar ile kıyaslandığında diyastolik kan basıncı için gruplar arasında istatistiksel açıdan anlamlı fark saptanmazken, sistolik kan basıncındaki düşüşün yabanıl tip genotipe sahip hastalarda daha belirgin olma eğiliminde olduğu görüldü. CYP2C9*1*3 genotipi ise tedavi sonuçlarında anlamlı bir değişikliğe neden olmadı.
Sonuç: Bulgularımız, CYP2C9*1*2 polimorfizminin hipertansif hastaların losartan ile tedavisinde sistolik kan basıncı yanıtını etkileyebileceğini düşündürmektedir. Öte yandan, CYP2C9*1*3 genotipinin sistolik veya diyastolik kan basıncı yanıtlarıyla ilişkisi gösterilememiştir.
Anahtar kelimeler: Hipertansiyon, losartan, CYP2C9, genetik polimorfizm, farmakogenetik
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Halvorsen LV, Bergland OU, Søraas CL, Larstorp ACK, Hjørnholm U, Kjær VN, Kringen MK, Clasen PE, Haldsrud R, Kjeldsen SE, Rostrup M, Fadl Elmula FEM, Opdal MS, Høieggen A. Nonadherence by Serum Drug Analyses in Resistant Hypertension: 7-Year Follow-Up of Patients Considered Adherent by Directly Observed Therapy. J Am Heart Assoc 2022; 11:e025879. [PMID: 36073648 DOI: 10.1161/jaha.121.025879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Measurement of serum concentrations of drugs is a novelty found useful in detecting poor drug adherence in patients taking ≥2 antihypertensive agents. Regarding patients with treatment-resistant hypertension, we previously based our assessment on directly observed therapy. The present study aimed to investigate whether serum drug measurements in patients with resistant hypertension offer additional information regarding drug adherence, beyond that of initial assessment with directly observed therapy. Methods and Results Nineteen patients assumed to have true treatment-resistant hypertension and adherence to antihypertensive drugs based on directly observed therapy were investigated repeatedly through 7 years. Serum concentrations of antihypertensive drugs were measured by ultra-high-performance liquid chromatography-tandem mass spectrometry from blood samples taken at baseline, 6-month, 3-year, and 7-year visits. Cytochrome P450 polymorphisms, self-reported adherence and beliefs about medicine were performed as supplement investigations. Seven patients (37%) were redefined as nonadherent based on their serum concentrations during follow-up. All patients reported high adherence to medications. Nonadherent patients expressed lower necessity and higher concerns regarding intake of antihypertensive medication (P=0.003). Cytochrome P450 polymorphisms affecting metabolism of antihypertensive drugs were found in 16 patients (84%), 21% were poor metabolizers, and none were ultra-rapid metabolizers. Six of 7 patients redefined as nonadherent had cytochrome P450 polymorphisms, however, not explaining the low serum drug concentrations measured in these patients. Conclusions Our data suggest that repeated measurements of serum concentrations of antihypertensive drugs revealed nonadherence in one-third of patients previously evaluated as adherent and treatment resistant by directly observed therapy, thereby improving the accuracy of adherence evaluation. Registration URL: https://www.clinicaltrials.gov; unique identifier: NCT01673516.
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Affiliation(s)
- Lene V Halvorsen
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
- Department of Nephrology Oslo University Hospital, Ullevaal Oslo Norway
- Institute of Clinical Medicine University of Oslo Norway
| | - Ola U Bergland
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
| | - Camilla L Søraas
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
- Section for Environmental and Occupational Medicine Oslo University Hospital, Ullevaal Oslo Norway
| | - Anne Cecilie K Larstorp
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
- Department of Medical Biochemistry Oslo University Hospital, Ullevaal Oslo Norway
- Institute of Clinical Medicine University of Oslo Norway
| | - Ulla Hjørnholm
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
| | - Vibeke N Kjær
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
| | | | - Per-Erik Clasen
- Department of Pharmacology Oslo University Hospital, Ullevaal Oslo Norway
| | - Renate Haldsrud
- Department of Pharmacology Oslo University Hospital, Ullevaal Oslo Norway
| | - Sverre E Kjeldsen
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
- Department of Cardiology Oslo University Hospital, Ullevaal Oslo Norway
- Institute of Clinical Medicine University of Oslo Norway
| | - Morten Rostrup
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
- Department of Acute Medicine Oslo University Hospital, Ullevaal Oslo Norway
- Institute of Basic Medical Sciences University of Oslo Norway
| | - Fadl Elmula M Fadl Elmula
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
- Department of Acute Medicine Oslo University Hospital, Ullevaal Oslo Norway
| | - Mimi S Opdal
- Department of Pharmacology Oslo University Hospital, Ullevaal Oslo Norway
- Institute of Clinical Medicine University of Oslo Norway
| | - Aud Høieggen
- Section of Cardiovascular and Renal Research Oslo University Hospital, Ullevaal Oslo Norway
- Department of Nephrology Oslo University Hospital, Ullevaal Oslo Norway
- Institute of Clinical Medicine University of Oslo Norway
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Franczyk B, Rysz J, Miłoński J, Konecki T, Rysz-Górzyńska M, Gluba-Brzózka A. Will the Use of Pharmacogenetics Improve Treatment Efficiency in COVID-19? Pharmaceuticals (Basel) 2022; 15:739. [PMID: 35745658 PMCID: PMC9230944 DOI: 10.3390/ph15060739] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 05/31/2022] [Accepted: 05/31/2022] [Indexed: 12/13/2022] Open
Abstract
The COVID-19 pandemic is associated with a global health crisis and the greatest challenge for scientists and doctors. The virus causes severe acute respiratory syndrome with an outcome that is fatal in more vulnerable populations. Due to the need to find an efficient treatment in a short time, there were several drugs that were repurposed or repositioned for COVID-19. There are many types of available COVID-19 therapies, including antiviral agents (remdesivir, lopinavir/ritonavir, oseltamivir), antibiotics (azithromycin), antiparasitics (chloroquine, hydroxychloroquine, ivermectin), and corticosteroids (dexamethasone). A combination of antivirals with various mechanisms of action may be more efficient. However, the use of some of these medicines can be related to the occurrence of adverse effects. Some promising drug candidates have been found to be ineffective in clinical trials. The knowledge of pharmacogenetic issues, which translate into variability in drug conversion from prodrug into drug, metabolism as well as transport, could help to predict treatment efficiency and the occurrence of adverse effects in patients. However, many drugs used for the treatment of COVID-19 have not undergone pharmacogenetic studies, perhaps as a result of the lack of time.
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Affiliation(s)
- Beata Franczyk
- Department of Nephrology, Hypertension and Family Medicine, Medical University of Lodz, 90-549 Lodz, Poland; (B.F.); (J.R.)
| | - Jacek Rysz
- Department of Nephrology, Hypertension and Family Medicine, Medical University of Lodz, 90-549 Lodz, Poland; (B.F.); (J.R.)
| | - Jarosław Miłoński
- Department of Otolaryngology, Laryngological Oncology, Audiology and Phoniatrics, Medical University of Lodz, 90-549 Lodz, Poland;
| | - Tomasz Konecki
- Department of Urology, Medical University of Lodz, 90-549 Lodz, Poland;
| | - Magdalena Rysz-Górzyńska
- Department of Ophthalmology and Visual Rehabilitation, Medical University of Lodz, 90-549 Lodz, Poland;
| | - Anna Gluba-Brzózka
- Department of Nephrology, Hypertension and Family Medicine, Medical University of Lodz, 90-549 Lodz, Poland; (B.F.); (J.R.)
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Geng TT, Jafar TH. Hypertension Pharmacogenomics in CKD: The Clinical Relevance and Public Health Implications. KIDNEY360 2022; 3:204-207. [PMID: 35373121 PMCID: PMC8967644 DOI: 10.34067/kid.0007792021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 01/19/2022] [Indexed: 04/11/2023]
Affiliation(s)
- Ting-Ting Geng
- Department of Epidemiology and Biostatistics, Huazhong University of Science and Technology, Wuhan, China
| | - Tazeen H. Jafar
- Programme in Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Department of Renal Medicine, Singapore General Hospital, Singapore, Singapore
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Eadon MT, Maddatu J, Moe SM, Sinha AD, Melo Ferreira R, Miller BW, Sher SJ, Su J, Pratt VM, Chapman AB, Skaar TC, Moorthi RN. Pharmacogenomics of Hypertension in CKD: The CKD-PGX Study. KIDNEY360 2022; 3:307-316. [PMID: 35342886 PMCID: PMC8953763 DOI: 10.34067/kid.0005362021] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 12/08/2021] [Indexed: 01/12/2023]
Abstract
Background Patients with CKD often have uncontrolled hypertension despite polypharmacy. Pharmacogenomic drug-gene interactions (DGIs) may affect the metabolism or efficacy of antihypertensive agents. We report changes in hypertension control after providing a panel of 11 pharmacogenomic predictors of antihypertensive response. Methods A prospective cohort with CKD and hypertension was followed to assess feasibility of pharmacogenomic testing implementation, self-reported provider utilization, and BP control. The analysis population included 382 subjects with hypertension who were genotyped for cross-sectional assessment of DGIs, and 335 subjects followed for 1 year to assess systolic BP (SBP) and diastolic BP (DBP). Results Most participants (58%) with uncontrolled hypertension had a DGI reducing the efficacy of one or more antihypertensive agents. Subjects with a DGI had 1.85-fold (95% CI, 1.2- to 2.8-fold) higher odds of uncontrolled hypertension, as compared with those without a DGI, adjusted for race, health system (safety-net hospital versus other locations), and advanced CKD (eGFR <30 ml/min). CYP2C9-reduced metabolism genotypes were associated with losartan response and uncontrolled hypertension (odds ratio [OR], 5.2; 95% CI, 1.9 to 14.7). CYP2D6-intermediate or -poor metabolizers had less frequent uncontrolled hypertension compared with normal metabolizers taking metoprolol or carvedilol (OR, 0.55; 95% CI, 0.3 to 0.95). In 335 subjects completing 1-year follow-up, SBP (-4.0 mm Hg; 95% CI, 1.6 to 6.5 mm Hg) and DBP (-3.3 mm Hg; 95% CI, 2.0 to 4.6 mm Hg) were improved. No significant difference in SBP or DBP change were found between individuals with and without a DGI. Conclusions There is a potential role for the addition of pharmacogenomic testing to optimize antihypertensive regimens in patients with CKD.
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Affiliation(s)
- Michael T. Eadon
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
- Richard L. Roudebush Veterans Administration Medical Center, Indianapolis, Indiana
| | - Judith Maddatu
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Sharon M. Moe
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Arjun D. Sinha
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
- Richard L. Roudebush Veterans Administration Medical Center, Indianapolis, Indiana
| | - Ricardo Melo Ferreira
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Brent W. Miller
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - S. Jawad Sher
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Jing Su
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana
| | - Victoria M. Pratt
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana
| | | | - Todd C. Skaar
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Ranjani N. Moorthi
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
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García-González X, Salvador-Martín S. Pharmacogenetics to Avoid Adverse Reactions in Cardiology: Ready for Implementation? J Pers Med 2021; 11:jpm11111180. [PMID: 34834533 PMCID: PMC8619366 DOI: 10.3390/jpm11111180] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/04/2021] [Accepted: 11/05/2021] [Indexed: 01/09/2023] Open
Abstract
Cardiovascular Diseases (CVs) are one of the main causes of mortality and disability around the world. Advances in drug treatment have greatly improved survival and quality of life in the past decades, but associated adverse events remain a relevant problem. Pharmacogenetics can help individualize cardiovascular treatment, reducing associated toxicities and improving outcomes. Several scientific societies and working groups periodically review available studies and provide consensus recommendations for those gene-drug pairs with a sufficient level of evidence. However, these recommendations are rarely mandatory, and the indications on how to adjust treatment can vary between different guidelines, which limits their clinical applicability. The aim of this review is to compile, compare and discuss available guidelines and recommendations by the main Pharmacogenetics Consortiums (Clinical Pharmacogenetics Implementation Consortium (CPIC); Dutch Pharmacogenetics Working Group (DPWG); the French Network of Pharmacogenetics (Réseau national de pharmacogénétique (RNPGx) and The Canadian Pharmacogenomics Network for Drug Safety (CPNDS) regarding how to apply pharmacogenetic results to optimize pharmacotherapy in cardiology. Pharmacogenetic recommendations included in European or American drug labels, as well as those included in the European Society of Cardiology (ESC) and the American College of Cardiology (ACC) and the American Heart Association (AHA) treatment guidelines are also discussed.
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Mascarello A, Azevedo H, Ferreira Junior MA, Ishikawa EE, Guimarães CRW. Design, synthesis and antihypertensive evaluation of novel codrugs with combined angiotensin type 1 receptor antagonism and neprilysin inhibition. Eur J Pharm Sci 2021; 159:105731. [PMID: 33493668 DOI: 10.1016/j.ejps.2021.105731] [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: 12/15/2020] [Revised: 01/15/2021] [Accepted: 01/19/2021] [Indexed: 10/22/2022]
Abstract
The multifactorial etiology of hypertension has promoted the research of blood pressure-lowering agents with multitarget actions to achieve better clinical outcomes. We describe here the discovery of novel dual-acting antihypertensive codrugs combining pharmacophores with angiotensin type 1 (AT1) receptor antagonism and neprilysin (NEP) inhibition. Specifically, the codrugs combine the AT1 antagonists losartan or its carboxylic acid active metabolite (E-3174) with selected monocarboxylic acid NEP inhibitors through a cleavable linker. The resulting codrugs exhibited high rates of in vitro conversion into the active molecules upon incubation with human/rat liver S9 fractions and in vivo conversion after oral administration in rodents. Moreover, the acute effects of one of the designed codrugs (3b) was confirmed at the doses of 10, 30 and 60 mg/kg p.o. in the spontaneous hypertensive rat (SHR) model, showing better antihypertensive response over 24 hours than the administration of an equivalent fixed-dose combination of 15 mg/kg of losartan and 14 mg/kg of the same NEP inhibitor used in 3b. The results demonstrate that the codrug approach is a plausible strategy to develop a single molecular entity with combined AT1 and NEP activities, aiming at achieving improved pharmacokinetics, efficacy and dosage convenience, as well as reduced drug-drug interaction for hypertension patients. In addition, the developability of the codrug should be comparable to the one of marketed AT1 antagonists, most of them prodrugs, but bearing only the AT1 pharmacophore.
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Affiliation(s)
| | - Hatylas Azevedo
- Aché Laboratórios Farmacêuticos, Guarulhos, São Paulo 07034-904, Brazil
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Zhou XY, Lu XR, Li YH, Ma YQ, Zhao SW, Wang F, Xu RA, Hu GX, Cai JP. Identification and Enzymatic Activity Evaluation of a Novel CYP2C9 Allelic Variant Discovered in a Patient. Front Pharmacol 2021; 12:619339. [PMID: 33643050 PMCID: PMC7905303 DOI: 10.3389/fphar.2021.619339] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 01/06/2021] [Indexed: 01/10/2023] Open
Abstract
Warfarin is a widely prescribed anticoagulant but the doses required to attain the optimum therapeutic effect exhibit dramatic inter-individual variability. Pharmacogenomics-guided warfarin dosing has been recommended to improve safety and effectiveness. We analyzed the cytochrome P450 2C9 (CYP2C9) and vitamin K epoxide reductase complex subunit 1 (VKORC1) genes among 120 patients taking warfarin. A new coding variant was identified by sequencing CYP2C9. The novel A > G mutation at nucleotide position 14,277 led to an amino acid substitution of isoleucine with valine at position 213 (I213V). The functional consequence of the variant was subsequently evaluated in vitro. cDNA of the novel variant was constructed by site-directed mutagenesis and the recombinant protein was expressed in vitro using a baculovirus–insect cell expression system. The recombinant protein expression was quantified at apoprotein and holoprotein levels. Its enzymatic activities toward tolbutamide, warfarin and losartan were then assessed. It exhibited changed apparent Km values and increases of 148%, 84% and 67% in the intrinsic clearance of tolbutamide, warfarin and losartan, respectively, compared to wild-type CYP2C9*1, indicating dramatically enhanced in vitro enzymatic activity. Our study suggests that the amino acid at position 213 in wild-type CYP2C9*1 may be important for the enzymatic activity of CYP2C9 toward tolbutamide, warfarin and losartan. In summary, a patient taking high-dose warfarin (6.0 mg/day) in order to achieve the target international normalized ratio was found to have a mutation in the CYP2C9 gene.
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Affiliation(s)
- Xiao-Yang Zhou
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Beijing, China.,Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Xiang-Ran Lu
- School of Pharmacy, Wenzhou Medical University, Wenzhou, China.,Department of Pharmacy, Zhejiang Yueqing People's Hospital, Yueqing, China
| | - Ying-Hui Li
- School of Pharmacy, Wenzhou Medical University, Wenzhou, China
| | - Ya-Qing Ma
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Beijing, China.,Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Shi-Wen Zhao
- Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.,Department of Anesthesiology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Fang Wang
- Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.,Department of Cardiology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Ren-Ai Xu
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Guo-Xin Hu
- School of Pharmacy, Wenzhou Medical University, Wenzhou, China
| | - Jian-Ping Cai
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Beijing, China.,Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
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Zubiaur P, Koller D, Saiz‐Rodríguez M, Navares‐Gómez M, Abad‐Santos F. Important Pharmacogenetic Information for Drugs Prescribed During the SARS-CoV-2 Infection (COVID-19). Clin Transl Sci 2020; 13:1023-1033. [PMID: 32936528 PMCID: PMC7719396 DOI: 10.1111/cts.12866] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 07/28/2020] [Indexed: 12/19/2022] Open
Abstract
In December 2019, the severe acute respiratory syndrome virus-2 pandemic began, causing the coronavirus disease 2019. A vast variety of drugs is being used off-label as potential therapies. Many of the repurposed drugs have clinical pharmacogenetic guidelines available with therapeutic recommendations when prescribed as indicated on the drug label. The aim of this review is to provide a comprehensive summary of pharmacogenetic biomarkers available for these drugs, which may help to prescribe them more safely.
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Affiliation(s)
- Pablo Zubiaur
- Clinical Pharmacology DepartmentHospital Universitario de La PrincesaInstituto Teófilo HernandoUniversidad Autónoma de Madrid (UAM)Instituto de Investigación Sanitaria La Princesa (IP)MadridSpain
- UICEC Hospital Universitario de La PrincesaPlataforma SCReN (Spanish Clinical Research Network)Instituto de Investigación Sanitaria La Princesa (IP)MadridSpain
| | - Dora Koller
- Clinical Pharmacology DepartmentHospital Universitario de La PrincesaInstituto Teófilo HernandoUniversidad Autónoma de Madrid (UAM)Instituto de Investigación Sanitaria La Princesa (IP)MadridSpain
| | - Miriam Saiz‐Rodríguez
- Clinical Pharmacology DepartmentHospital Universitario de La PrincesaInstituto Teófilo HernandoUniversidad Autónoma de Madrid (UAM)Instituto de Investigación Sanitaria La Princesa (IP)MadridSpain
- Research UnitFundación Burgos por la Investigación de la SaludHospital Universitario de BurgosBurgosSpain
| | - Marcos Navares‐Gómez
- Clinical Pharmacology DepartmentHospital Universitario de La PrincesaInstituto Teófilo HernandoUniversidad Autónoma de Madrid (UAM)Instituto de Investigación Sanitaria La Princesa (IP)MadridSpain
| | - Francisco Abad‐Santos
- Clinical Pharmacology DepartmentHospital Universitario de La PrincesaInstituto Teófilo HernandoUniversidad Autónoma de Madrid (UAM)Instituto de Investigación Sanitaria La Princesa (IP)MadridSpain
- UICEC Hospital Universitario de La PrincesaPlataforma SCReN (Spanish Clinical Research Network)Instituto de Investigación Sanitaria La Princesa (IP)MadridSpain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd)Instituto de Salud Carlos IIIMadridSpain
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Parikh SJ, Evans CM, Obi JO, Zhang Q, Maekawa K, Glass KC, Shah MB. Structure of Cytochrome P450 2C9*2 in Complex with Losartan: Insights into the Effect of Genetic Polymorphism. Mol Pharmacol 2020; 98:529-539. [PMID: 32938720 PMCID: PMC7569312 DOI: 10.1124/molpharm.120.000042] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 08/26/2020] [Indexed: 12/21/2022] Open
Abstract
The human CYP2C9 plays a crucial role in the metabolic clearance of a wide range of clinical therapeutics. The *2 allele is a prevalent genetic variation in CYP2C9 that is found in various populations. A marked reduction of catalytic activity toward many important drug substrates has been demonstrated by CYP2C9*2, which represents an amino acid variation at position 144 from arginine to cysteine. The crystal structure of CYP2C9*2 in complex with an antihypertensive drug losartan was solved using X-ray crystallography at 3.1-Å resolution. The Arg144Cys variation in the *2 complex disrupts the hydrogen-bonding interactions that were observed between the side chain of arginine and neighboring residues in the losartan complex of CYP2C9 and the wild-type (WT) ligand-free structure. The conformation of several secondary structural elements is affected, thereby altering the binding and orientation of drug and important amino acid side chains in the distal active site cavity. The new structure revealed distinct interactions of losartan in the compact active site of CYP2C9*2 and differed in occupancy at the other binding sites previously identified in the WT-losartan complex. Furthermore, the binding studies in solution using losartan illustrated lower activity of the CYP2C9*2 compared with the WT. Together, the findings yield valuable insights into the decreased hydroxylation activity of losartan in patients carrying CYP2C9*2 allele and provide a useful framework to investigate the effect of a single-nucleotide polymorphism that leads to altered metabolism of diverse drug substrates. SIGNIFICANCE STATEMENT: The *2 allele of the human drug-metabolizing enzyme CYP2C9 is found in different populations and results in significantly reduced activity toward various drug substrates. How the CYP2C9*2 variant induces altered drug metabolism is poorly understood given that the Arg144Cys variation is located far away from the active site. This work yield insight into the effect of distal variation using multitude of techniques that include X-ray crystallography, isothermal titration calorimetry, enzymatic characterization, and computational studies.
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Affiliation(s)
- Sonia J Parikh
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Albany, New York (S.J.P., C.M.E., J.O.O., K.C.G., M.B.S.); Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California (Q.Z.); and Department of Analytical Chemistry, Faculty of Pharmaceutical Sciences, Doshisha Women's College of Liberal Arts, Kodo, Kyotanabe, Kyoto, Japan (K.M.)
| | - Chiara M Evans
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Albany, New York (S.J.P., C.M.E., J.O.O., K.C.G., M.B.S.); Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California (Q.Z.); and Department of Analytical Chemistry, Faculty of Pharmaceutical Sciences, Doshisha Women's College of Liberal Arts, Kodo, Kyotanabe, Kyoto, Japan (K.M.)
| | - Juliet O Obi
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Albany, New York (S.J.P., C.M.E., J.O.O., K.C.G., M.B.S.); Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California (Q.Z.); and Department of Analytical Chemistry, Faculty of Pharmaceutical Sciences, Doshisha Women's College of Liberal Arts, Kodo, Kyotanabe, Kyoto, Japan (K.M.)
| | - Qinghai Zhang
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Albany, New York (S.J.P., C.M.E., J.O.O., K.C.G., M.B.S.); Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California (Q.Z.); and Department of Analytical Chemistry, Faculty of Pharmaceutical Sciences, Doshisha Women's College of Liberal Arts, Kodo, Kyotanabe, Kyoto, Japan (K.M.)
| | - Keiko Maekawa
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Albany, New York (S.J.P., C.M.E., J.O.O., K.C.G., M.B.S.); Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California (Q.Z.); and Department of Analytical Chemistry, Faculty of Pharmaceutical Sciences, Doshisha Women's College of Liberal Arts, Kodo, Kyotanabe, Kyoto, Japan (K.M.)
| | - Karen C Glass
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Albany, New York (S.J.P., C.M.E., J.O.O., K.C.G., M.B.S.); Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California (Q.Z.); and Department of Analytical Chemistry, Faculty of Pharmaceutical Sciences, Doshisha Women's College of Liberal Arts, Kodo, Kyotanabe, Kyoto, Japan (K.M.)
| | - Manish B Shah
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Albany, New York (S.J.P., C.M.E., J.O.O., K.C.G., M.B.S.); Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California (Q.Z.); and Department of Analytical Chemistry, Faculty of Pharmaceutical Sciences, Doshisha Women's College of Liberal Arts, Kodo, Kyotanabe, Kyoto, Japan (K.M.)
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12
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Moraes JCD, Nunes FDD, Coeli-Lacchini FB, Miyazaki AHL, Flória-Santos M, Lacchini R. Nurse empowerment through Pharmacogenetics. Rev Lat Am Enfermagem 2020; 28:e3265. [PMID: 32813781 PMCID: PMC7426146 DOI: 10.1590/1518-8345.3415.3265] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 02/03/2020] [Indexed: 02/03/2023] Open
Abstract
Objective: to verify the existence of elements that justify the use of pharmacogenetics by the Brazilian nurse. Method: this is a quantitative, cross-sectional, observational, descriptive study, whose final sample was 67 individuals. The participants were healthy at the time of the study and reported a history of previous use and the occurrence of adverse effects by drugs commonly used and metabolized by CYP2C9. We collected 4 mL of venous blood for subsequent DNA extraction by salting out method and genotyping of the CYP2C9*2 and CYP2C9*3 polymorphisms, using Polymerase Chain Reaction in real time using Taqman assays. Results: the use of drugs metabolized by CYP2C9 was frequent (more than 75% of the individuals have already used between 2 or 4 of these drugs). Regarding adverse events, there were 19 perceived symptomatic occurrences associated with drugs metabolized by CYP2C9. The allele frequency of the polymorphism * 2 and * 3 in the population studied was 11.1% and 7.5%, respectively, and there was a coincidence between the presence of alleles of low enzyme activity and the occurrence of adverse effects. Conclusion: there are elements that justify the adoption of pharmacogenetics in the nursing care to reduce the occurrence of adverse reactions to drugs metabolized by CYP2C9.
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Affiliation(s)
| | | | | | | | - Milena Flória-Santos
- Escola de Enfermagem de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brazil
| | - Riccardo Lacchini
- Escola de Enfermagem de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brazil
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13
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Fava C, Bonafini S. Eicosanoids via CYP450 and cardiovascular disease: Hints from genetic and nutrition studies. Prostaglandins Other Lipid Mediat 2018; 139:41-47. [DOI: 10.1016/j.prostaglandins.2018.10.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Revised: 08/25/2018] [Accepted: 10/03/2018] [Indexed: 01/11/2023]
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Maekawa K, Adachi M, Matsuzawa Y, Zhang Q, Kuroki R, Saito Y, Shah MB. Structural Basis of Single-Nucleotide Polymorphisms in Cytochrome P450 2C9. Biochemistry 2017; 56:5476-5480. [PMID: 28972767 DOI: 10.1021/acs.biochem.7b00795] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Single-nucleotide polymorphisms in drug-metabolizing cytochrome P450 (CYP) enzymes are important contributors to interindividual differences in drug metabolism leading to adverse drug reactions. Despite their extensive characterization and importance in pharmacogenetics of clinical drugs, the structural basis of CYP polymorphisms has remained scant. Here we report the crystal structures of human CYP2C9 and its polymorphic variants, *3 (I359L) and *30 (A477T), with an antihypertensive drug losartan. The structures show distinct interaction and occupation of losartan in the active site, the access channel, and the peripheral binding site. The I359L substitution located far from the active site remarkably altered the residue side chains near the active site and the access channel, whereas the T477 substitution illustrated hydrogen-bonding interaction with the reoriented side chain of Q214. The results yield structural insights into the reduced catalytic activity of the CYP2C9 variants and have important implications for understanding genetic polymorphisms in CYP-mediated drug metabolism.
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Affiliation(s)
- Keiko Maekawa
- Department of Analytical Chemistry, Faculty of Pharmaceutical Sciences, Doshisha Women's College of Liberal Arts , Kodo, Kyotanabe, Kyoto 610-0395, Japan.,Division of Medicinal Safety Science, National Institute of Health Sciences , Kamiyoga 1-18-1, Setagaya, Tokyo 158-8501, Japan
| | - Motoyasu Adachi
- National Institutes for Quantum and Radiological Science and Technology , 2-4 Shirane Shirakata, Tokai-mura, Ibaraki 319-1106, Japan
| | - Yumiko Matsuzawa
- Division of Medicinal Safety Science, National Institute of Health Sciences , Kamiyoga 1-18-1, Setagaya, Tokyo 158-8501, Japan
| | - Qinghai Zhang
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute , 10550 North Torrey Pines Road, La Jolla, California 92037, United States
| | - Ryota Kuroki
- Japan Atomic Energy Agency , 2-4 Shirane Shirakata, Tokai-mura, Ibaraki 319-1195, Japan
| | - Yoshiro Saito
- Division of Medicinal Safety Science, National Institute of Health Sciences , Kamiyoga 1-18-1, Setagaya, Tokyo 158-8501, Japan
| | - Manish B Shah
- Department of Pharmaceutical Sciences, University of Connecticut , Storrs, Connecticut 06267, United States.,Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences , 106 New Scotland Avenue, Albany, New York 12208, United States
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15
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Reynolds KK, Pierce DL, Weitendorf F, Linder MW. Avoidable drug-gene conflicts and polypharmacy interactions in patients participating in a personalized medicine program. Per Med 2017; 14:221-233. [PMID: 29767587 DOI: 10.2217/pme-2016-0095] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
AIM Determine the ability of a pharmacogenetic service, PRIMER, to identify drug-gene (DGI) and drug-drug interactions (DDI) in patients across multiple conditions. PRIMER consists of patient selection criteria, a gene panel and actionable guidance for DGIs and DDIs. RESULTS The average patient was prescribed 12 medications. PRIMER identified significant DGIs in 73% of patients tested, with 43% having more than one DGI. DDIs were found in 87% of patients. The most common actionable DGIs were for opioid, psychotropic and cardiovascular medications. CONCLUSION The pairing of patient selection criteria, a multigene panel with evidence-based interpretation and review of DDIs maximizes the patients tested who have actionable benefit and alerts physicians to potentially critical adjustments needed for the patient's medication regimen.
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Affiliation(s)
- Kristen K Reynolds
- PGXL Laboratories, Louisville, KY 40202, USA.,University of Louisville School of Medicine, Department of Pathology & Laboratory Medicine, Louisville, KY USA 40292
| | | | - Frederick Weitendorf
- PGXL Laboratories, Louisville, KY 40202, USA.,Robley Rex VA Medical Center, Louisville, KY 40206, USA
| | - Mark W Linder
- PGXL Laboratories, Louisville, KY 40202, USA.,University of Louisville School of Medicine, Department of Pathology & Laboratory Medicine, Louisville, KY USA 40292
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16
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Eadon MT, Chapman AB. A Physiologic Approach to the Pharmacogenomics of Hypertension. Adv Chronic Kidney Dis 2016; 23:91-105. [PMID: 26979148 DOI: 10.1053/j.ackd.2016.02.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Hypertension is a multifactorial condition with diverse physiological systems contributing to its pathogenesis. Individuals exhibit significant variation in their response to antihypertensive agents. Traditional markers, such as age, gender, diet, plasma renin level, and ethnicity, aid in drug selection. However, this review explores the contribution of genetics to facilitate antihypertensive agent selection and predict treatment efficacy. The findings, reproducibility, and limitations of published studies are examined, with emphasis placed on candidate genetic variants affecting drug metabolism, the renin-angiotensin system, adrenergic signalling, and renal sodium reabsorption. Single-nucleotide polymorphisms identified and replicated in unbiased genome-wide association studies of hypertension treatment are reviewed to illustrate the evolving understanding of the disease's complex and polygenic pathophysiology. Implementation efforts at academic centers seek to overcome barriers to the broad adoption of pharmacogenomics in the treatment of hypertension. The level of evidence required to support the implementation of pharmacogenomics in clinical practice is considered.
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Mazzari ALDA, Prieto JM. Herbal medicines in Brazil: pharmacokinetic profile and potential herb-drug interactions. Front Pharmacol 2014; 5:162. [PMID: 25071580 PMCID: PMC4087670 DOI: 10.3389/fphar.2014.00162] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Accepted: 06/20/2014] [Indexed: 01/04/2023] Open
Abstract
A plethora of active compounds found in herbal medicines can serve as substrate for enzymes involved in the metabolism of xenobiotics. When a medicinal plant is co-administered with a conventional drug and little or no information is known about the pharmacokinetics of the plant metabolites, there is an increased risk of potential herb-drug interactions. Moreover, genetic polymorphisms in a population may act to predispose individuals to adverse reactions. The use of herbal medicines is rapidly increasing in many countries, particularly Brazil where the vast biodiversity is a potential source of new and more affordable treatments for numerous conditions. Accordingly, the Brazilian Unified Public Health System (SUS) produced a list of 71 plant species of interest, which could be made available to the population in the near future. Physicians at SUS prescribe a number of essential drugs and should herbal medicines be added to this system the chance of herb-drug interactions further increases. A review of the effects of these medicinal plants on Phase 1 and Phase 2 metabolic mechanisms and the transporter P-glycoprotein was conducted. The results have shown that approximately half of these medicinal plants lack any pharmacokinetic data. Moreover, most of the studies carried out are in vitro. Only a few reports on herb-drug interactions with essential drugs prescribed by SUS were found, suggesting that very little attention is being given to the safety of herbal medicines. Here we have taken this information to discuss the potential interactions between herbal medicines and essential drugs prescribed to Brazilian patients whilst taking into account the most common polymorphisms present in the Brazilian population. A number of theoretical interactions are pinpointed but more pharmacokinetic studies and pharmacovigilance data are needed to ascertain their clinical significance.
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Affiliation(s)
- Andre L D A Mazzari
- Department of Pharmaceutical and Biological Chemistry, UCL School of Pharmacy London, UK
| | - Jose M Prieto
- Department of Pharmaceutical and Biological Chemistry, UCL School of Pharmacy London, UK
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18
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Obach RS. Pharmacologically active drug metabolites: impact on drug discovery and pharmacotherapy. Pharmacol Rev 2013; 65:578-640. [PMID: 23406671 DOI: 10.1124/pr.111.005439] [Citation(s) in RCA: 110] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Metabolism represents the most prevalent mechanism for drug clearance. Many drugs are converted to metabolites that can retain the intrinsic affinity of the parent drug for the pharmacological target. Drug metabolism redox reactions such as heteroatom dealkylations, hydroxylations, heteroatom oxygenations, reductions, and dehydrogenations can yield active metabolites, and in rare cases even conjugation reactions can yield an active metabolite. To understand the contribution of an active metabolite to efficacy relative to the contribution of the parent drug, the target affinity, functional activity, plasma protein binding, membrane permeability, and pharmacokinetics of the active metabolite and parent drug must be known. Underlying pharmacokinetic principles and clearance concepts are used to describe the dispositional behavior of metabolites in vivo. A method to rapidly identify active metabolites in drug research is described. Finally, over 100 examples of drugs with active metabolites are discussed with regard to the importance of the metabolite(s) in efficacy and safety.
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Affiliation(s)
- R Scott Obach
- Pfizer Inc., Eastern Point Rd., Groton, CT 06340, USA.
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19
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Joy MS, La M, Wang J, Bridges AS, Hu Y, Hogan SL, Frye RF, Blaisdell J, Goldstein JA, Dooley MA, Brouwer KLR, Falk RJ. Cyclophosphamide and 4-hydroxycyclophosphamide pharmacokinetics in patients with glomerulonephritis secondary to lupus and small vessel vasculitis. Br J Clin Pharmacol 2013; 74:445-55. [PMID: 22380717 DOI: 10.1111/j.1365-2125.2012.04223.x] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
AIMS Cyclophosphamide, the precursor to the active 4-hydroxycyclophosphamide, is used in active glomerulonephritis despite limited pharmacokinetics data. The pharmacokinetics of cyclophosphamide and 4-hydroxycyclophosphamide were evaluated. The influence of laboratory and pharmacogenomic covariates on pharmacokinetics was evaluated as a secondary aim. METHODS Glomerulonephritis patients (n = 23) participated in a pharmacokinetic evaluation. Blood was serially collected and assayed for cyclophosphamide and 4-hydroxycyclophosphamide by LC/MS methods. Kidney function, serum albumin and polymorphisms in drug metabolism or transport genes were evaluated. Analyses included non-compartmental pharmacokinetics and parametric and non-parametric statistics. RESULTS The mean area under the plasma concentration-time curve (AUC(0,∞)) data were 110,100 ± 42,900 ng ml(-1) h and 5388 ± 2841 ng ml(-1) h for cyclophosphamide and 4-hydroxycyclophosphamide, respectively. The mean metabolic ratio was 0.06 ± 0.04. A statistically significant relationship was found between increased serum albumin and increased half-life (0.584, P = 0.007, 95% CI 0.176, 0.820) and a borderline relationship with AUC(0,∞) (0.402, P = 0.079, 95% CI -0.064, 0.724) for 4-hydroxycyclophosphamide. Covariate relationships that trended toward significance for cyclophosphamide included decreased serum albumin and increased elimination rate constant (-0.427, P = 0.061, 95% CI 0.738, 0.034), increased urinary protein excretion and increased AUC(0,∞) (-0.392, P = 0.064, 95% CI -0.699 to 0.037), decreased C(max) (0.367, P = 0.085, 95% CI -0.067, 0.684) and decreased plasma clearance (-0.392, P = 0.064, 95% CI -0.699, 0.037). CYP2B6*9 variants vs. wildtype were found to have decreased elimination rate constant (P = 0.0005, 95% CI 0.033, 0.103), increased V(d) (P = 0.0271, 95% CI -57.5, -4.2) and decreased C(max) (P = 0.0176, 95% CI 0.696, 6179) for cyclophosphamide. ABCB1 C3435T variants had a borderline decrease in cyclophosphamide elimination rate constant (P = 0.0858; 95% CI -0.005, 0.102). CONCLUSIONS Pharmacokinetics of cyclophosphamide and 4-hydroxycyclophosphamide in patients with lupus nephritis and small vessel vasculitis are similar. Clinical and pharmacogenetic covariates alter disposition of cyclophosphamide and 4-hydroxycyclophosphamide. Clinical findings of worsened glomerulonephritis lead to increased exposure to cyclophosphamide vs. the active 4-hydroxycyclophosphamide, which could have relevance in terms of clinical efficacy. The CYP2B6*9 and ABCB1 C3435T polymorphisms alter the pharmacokinetics of cyclophosphamide and 4-hydroxycyclophosphamide in glomerulonephritis.
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Affiliation(s)
- Melanie S Joy
- Division of Nephrology and Hypertension, UNC Kidney Center, University of North Carolina School of Medicine, Chapel Hill, USA.
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20
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Role of CYP2C9 genetic variants for salt sensitivity and the regulation of the renin–angiotensin–aldosterone system in normotensive men. J Hypertens 2011; 29:56-61. [DOI: 10.1097/hjh.0b013e32833f5de5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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21
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Mannheimer B, Eliasson E. Drug-drug interactions that reduce the formation of pharmacologically active metabolites: a poorly understood problem in clinical practice. J Intern Med 2010; 268:540-8. [PMID: 21091806 DOI: 10.1111/j.1365-2796.2010.02303.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Drug-drug interactions can lead to reduced efficacy of medical treatment. Therapeutic failure may for instance result from combined treatment with an inhibitor of the specific pathway that is responsible for the generation of pharmacologically active drug metabolites. This problem may be overlooked in clinical practice. Several examples of drugs will be discussed -clopidogrel, losartan, tamoxifen and codeine - to illustrate differences in the potential impact on drug treatment in clinical practice. We conclude that the combined use of cytochrome P450-blocking serotonin reuptake inhibitors and tamoxifen or codeine should be avoided, whereas the situation is much more complex regarding the use of proton pump inhibitors together with clopidogrel, and the evidence regarding cytochrome P450 inhibitor-dependent activation of losartan is inconclusive.
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Affiliation(s)
- B Mannheimer
- Karolinska Institutet, Department of Clinical Science and Education at Södersjukhuset, Division of Clinical Pharmacology, Karolinska University Hospital, Stockholm, Sweden
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22
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Grant RW, Wexler DJ. Loss-of-function CYP2C9 variants: finding the correct clinical role for Type 2 diabetes pharmacogenetic testing. Expert Rev Cardiovasc Ther 2010; 8:339-43. [PMID: 20222813 DOI: 10.1586/erc.10.5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Continuing advances in genetic discovery have uncovered several dozen loci that are associated with Type 2 diabetes, including genetic variants that appear to modify responses to commonly prescribed diabetes medications. The use of an individual's genetic information to guide therapy choices raises the possibility of 'personalized medicine', wherein each patient's treatment plan is tailored based on genotype results. However, before such a model of care can be implemented, research is needed to more clearly quantify the association of genetic variation with treatment outcomes and adverse effects. In this article, we review a study examining the association of genetic variation in the cytochrome P450 2C9 enzyme with glycemic response to sulfonylureas in a large cohort of patients with Type 2 diabetes from the Genetics of Diabetes Audit and Research Tayside Study (Go-DARTS).
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Affiliation(s)
- Richard W Grant
- Division of General Medicine, Massachusetts General Hospital and Harvard Medical School, 50-59 Staniford Street, Boston, MA 02114, USA.
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Lillvis JH, Lanfear DE. Progress toward genetic tailoring of heart failure therapy. CURRENT OPINION IN MOLECULAR THERAPEUTICS 2010; 12:294-304. [PMID: 20521218 PMCID: PMC3048822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Heart failure (HF) is a modern epidemic and a heterogeneous disorder with many therapeutic options. While the average response to each individual treatment is favorable, significant interindividual variation exists in the response to HF therapeutics. As a result, the optimal regimen for an individual patient or subgroup of patients is elusive, with current treatment being mainly empirical. Pharmacogenetic customization of HF therapy may provide an important opportunity to improve the treatment of HF. Common genetic variations exist in genes related to most classes of HF drugs, many of which have known functional consequences for or established relationships with drug response. This review summarizes the current understanding of the pharmacogenetics of HF therapeutics, including angiotensin-converting enzyme inhibitors and beta-blockers, and focuses on recent advances and medium-term expectations for the field.
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Affiliation(s)
- John H Lillvis
- Wayne State University, Center for Molecular Medicine and Genetics, 540 East Canfield, Detroit, MI 48201, USA
| | - David E Lanfear
- Henry Ford Hospital, Heart and Vascular Institute, Section of Advanced Heart Failure and Cardiac Transplantation, 2799 West Grand Boulevard, Detroit, MI 48202, USA
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