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Ingelman-Sundberg M, Pirmohamed M. Precision medicine in cardiovascular therapeutics: Evaluating the role of pharmacogenetic analysis prior to drug treatment. J Intern Med 2024; 295:583-598. [PMID: 38343077 DOI: 10.1111/joim.13772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Pharmacogenomics is the examination of how genetic variation influences drug metabolism and response, in terms of both efficacy and safety. In cardiovascular disease, patient-specific diplotypes determine phenotypes, thereby influencing the efficacy and safety of drug treatments, including statins, antiarrhythmics, anticoagulants and antiplatelets. Notably, polymorphisms in key genes, such as CYP2C9, CYP2C19, VKORC1 and SLCO1B1, significantly impact the outcomes of treatment with clopidogrel, warfarin and simvastatin. Furthermore, the CYP2C19 polymorphism influences the pharmacokinetics and safety of the novel hypertrophic cardiomyopathy inhibitor, mavacamten. In this review, we critically assess the clinical application of pharmacogenomics in cardiovascular disease and delineate present and future utilization of pharmacogenomics. This includes insights into identifying missing heritability, the integration of whole genome sequencing and the application of polygenic risk scores to enhance the precision of personalized drug therapy. Our discussion encompasses health economic analyses that underscore the cost benefits associated with pre-emptive genotyping for warfarin and clopidogrel treatments, albeit acknowledging the need for further research in this area. In summary, we contend that cardiovascular pharmacogenomic analyses are underpinned by a wealth of evidence, and implementation is already occurring for some of these gene-drug pairs, but as with any area of medicine, we need to continually gather more information to optimize the use of pharmacogenomics in clinical practice.
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Affiliation(s)
- Magnus Ingelman-Sundberg
- Department of Physiology and Pharmacology, Section of Pharmacogenetics, Biomedicum 5B, Karolinska Institutet, Stockholm, Sweden
| | - Munir Pirmohamed
- Wolfson Centre for Personalised Medicine, Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
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Castaño-Amores C, Antúnez-Rodríguez A, Pozo-Agundo A, García-Rodríguez S, Martínez-González LJ, Dávila-Fajardo CL. Genetic polymorphisms in ADRB1, ADRB2 and CYP2D6 genes and response to beta-blockers in patients with acute coronary syndrome. Biomed Pharmacother 2023; 169:115869. [PMID: 37952358 DOI: 10.1016/j.biopha.2023.115869] [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: 09/21/2023] [Revised: 11/01/2023] [Accepted: 11/07/2023] [Indexed: 11/14/2023] Open
Abstract
Betablockers (BBs) are prescribed for ischaemia in patients with acute coronary syndrome (ACS). In Spain, bisoprolol and carvedilol are the most prescribed BBs, but patients often had to discontinue them due to adverse effects. Single nucleotide polymorphisms (SNPs) in ADRB1, ADRB2 and CYP2D6 genes have strong evidence of pharmacogenetic association with BBs in heart failure or hypertension, but the evidence in ACS is limited. Therefore, our study focuses on investigating how these genes influence the response to BBs in ACS patients. We analysed the association between SNPs in ADRB1 Gly389Arg (rs1801253) and Ser49Gly (rs1801252), ADRB2 Gly16Arg (rs1042713) and Glu27Gln (rs1042714), and CYP2D* 6 (*2- rs1080985, *4- rs3892097, *10 - rs1065852) and the occurrence of bradycardia/hypotension events during one year of follow-up. We performed an observational study and included 285 ACS-PCI-stent patients. A first analysis including patients treated with bisoprolol and a second analysis including patients treated with other BBs were performed. We found that the presence of the G allele (Glu) of the ADRB2 gene (rs1042714; Glu27Gln) conferred a protective effect against hypotension-induced by BBs; OR (CI 95%) = 0,14 (0,03-0,60), p < 0.01. The ADRB2 (rs1042713; Gly16Arg) GG genotype could also prevent hypotensive events; OR (CI 95%) = 0.49 (0.28-0.88), p = 0015. SNPs in ADRB1 and CYP2D6 * 2, CYP2D6 * 4 weren´t associated with primary events. The effect of CYP2D6 * 10 does not seem to be relevant for the response to BBs. According to our findings, SNPs in ADRB2 (rs1042713, rs1042714) could potentially affect the response and tolerance to BBs in ACS-patients. Further studies are necessary to clarify the impact of ADRB2 polymorphisms.
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Affiliation(s)
| | - Alba Antúnez-Rodríguez
- GENYO, Genomics Unit, Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government (GENYO), Granada, Spain
| | - Ana Pozo-Agundo
- GENYO, Genomics Unit, Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government (GENYO), Granada, Spain
| | - Sonia García-Rodríguez
- GENYO, Genomics Unit, Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government (GENYO), Granada, Spain
| | - Luis Javier Martínez-González
- University of Granada, Department of Biochemistry and Molecular Biology III and Immunology, Faculty of Medicine, PTS, Granada, Spain
| | - Cristina Lucía Dávila-Fajardo
- Pharmacy Department, Instituto de Investigación Biosanitaria de Granada (ibs.Granada), Hospital Universitario Virgen de las Nieves, Granada, Spain.
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Laverdière J, Meloche M, Provost S, Leclair G, Oussaïd E, Jutras M, Perreault LPL, Valois D, Mongrain I, Busseuil D, Rouleau JL, Tardif JC, Dubé MP, Denus SD. Pharmacogenomic markers of metoprolol and α-OH-metoprolol concentrations: a genome-wide association study. Pharmacogenomics 2023; 24:441-448. [PMID: 37307170 DOI: 10.2217/pgs-2023-0067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023] Open
Abstract
Aim: Few genome-wide association studies (GWASs) have been conducted to identify predictors of drug concentrations. The authors therefore sought to discover the pharmacogenomic markers involved in metoprolol pharmacokinetics. Patients & methods: The authors performed a GWAS of a cross-sectional study of 993 patients from the Montreal Heart Institute Biobank taking metoprolol. Results: A total of 391 and 444 SNPs reached the significance threshold of 5 × 10-8 for metoprolol and α-OH-metoprolol concentrations, respectively. All were located on chromosome 22 at or near the CYP2D6 gene, encoding CYP450 2D6, metoprolol's main metabolizing enzyme. Conclusion: The results reinforce previous findings of the importance of the CYP2D6 locus for metoprolol concentrations and confirm that large biobanks can be used to identify genetic determinants of drug pharmacokinetics at a GWAS significance level.
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Affiliation(s)
- Jean Laverdière
- Faculty of Pharmacy, Université de Montréal, H3T 1J4, Montreal, Quebec, Canada
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
| | - Maxime Meloche
- Faculty of Pharmacy, Université de Montréal, H3T 1J4, Montreal, Quebec, Canada
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
| | - Sylvie Provost
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
| | - Grégoire Leclair
- Faculty of Pharmacy, Université de Montréal, H3T 1J4, Montreal, Quebec, Canada
| | - Essaïd Oussaïd
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
| | - Martin Jutras
- Faculty of Pharmacy, Université de Montréal, H3T 1J4, Montreal, Quebec, Canada
| | - Louis-Philippe Lemieux Perreault
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
| | - Diane Valois
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
| | - Ian Mongrain
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
| | - David Busseuil
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
| | - Jean Lucien Rouleau
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Faculty of Medicine, Université de Montréal, H3T 1J4, Montreal, Quebec, Canada
| | - Jean-Claude Tardif
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
- Faculty of Medicine, Université de Montréal, H3T 1J4, Montreal, Quebec, Canada
| | - Marie-Pierre Dubé
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
- Faculty of Medicine, Université de Montréal, H3T 1J4, Montreal, Quebec, Canada
| | - Simon de Denus
- Faculty of Pharmacy, Université de Montréal, H3T 1J4, Montreal, Quebec, Canada
- Montreal Heart Institute, H1T 1C8, Montreal, Quebec, Canada
- Université de Montreal Beaulieu-Saucier Pharmacogenomics Centre, H1T 1C8, Montreal, Quebec, Canada
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Genetic polymorphisms in ADRB2 and ADRB1 are associated with differential survival in heart failure patients taking β-blockers. THE PHARMACOGENOMICS JOURNAL 2022; 22:62-68. [PMID: 34642472 PMCID: PMC8799480 DOI: 10.1038/s41397-021-00257-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 09/22/2021] [Accepted: 09/28/2021] [Indexed: 02/07/2023]
Abstract
Single nucleotide polymorphisms (SNPs) have been associated with differential beta-blocker (BB) effects on heart rate, blood pressure, and left ventricular ejection fraction in various patient populations. This study aimed to determine if SNPs previously associated with BB response are also associated with differential survival in heart failure (HF) patients receiving BBs. HF patient data were derived from electronic health records and the Social Security Death Index. Associations and interactions between BB dose, SNP genotype, and the outcome of death were assessed using a Cox proportional-hazard model adjusting for covariates known to be associated with differential survival in HF patients. Two SNPs, ADRB1 Arg389Gly and ADRB2 Glu27Gln, displayed significant interactions (Pint = 0.043 and Pint = 0.017, respectively) with BB dose and their association with mortality. Our study suggests that ADRB2 27Glu and ADRB1 389Arg may confer a larger survival benefit with higher BB doses in patients with HF.
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Matušková L, Javorka M. Adrenergic receptors gene polymorphisms and autonomic nervous control of heart and vascular tone. Physiol Res 2022; 70:S495-S510. [DOI: 10.33549/physiolres.934799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Adrenergic receptors (ARs) are the primary targets of catecholamines released from the sympathetic nerve endings during their activation. ARs play a central role in autonomic nervous system and serve as important targets of widely used drugs. Several ARs gene polymorphisms were found to be associated with cardiovascular disease in previous clinical studies. Although more precise mechanism of the polymorphisms influence on autonomic control of cardiovascular system was studied in many previous physiological studies, their results are not unequivocal. This paper reviews the results of clinical and physiological studies focused on the impact of selected common single nucleotide polymorphisms of ARs genes involved in sympathetic control on cardiovascular system and its control. In summary, many studies assessed only a very limited range of cardiovascular control related parameters providing only very limited view on the complex cardiovascular control. The overview of partially contradicting results underlines a need to examine wider range of cardiovascular measures including their reactivity under various stress conditions requiring further study. It is expected that an effect of one given polymorphism is not very prominent, but it is suggested that even subtle differences in cardiovascular control could – on a longer time scale – lead to the development of severe pathological consequences.
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Affiliation(s)
- L Matušková
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovakia.
| | - M Javorka
- Department of Physiology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Martin, Slovakia
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Hauser AS. Personalized Medicine Through GPCR Pharmacogenomics. COMPREHENSIVE PHARMACOLOGY 2022:191-219. [DOI: 10.1016/b978-0-12-820472-6.00100-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Castaño-Amores C, Díaz-Villamarín X, Pérez-Gutiérrez AM, Antúnez-Rodríguez A, Pozo-Agundo A, Moreno-Escobar E, Sánchez-Ramos JG, Martínez-González LJ, Dávila-Fajardo CL. Pharmacogenetic polymorphisms affecting bisoprolol response. Biomed Pharmacother 2021; 142:112069. [PMID: 34470728 DOI: 10.1016/j.biopha.2021.112069] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/13/2021] [Accepted: 08/17/2021] [Indexed: 12/30/2022] Open
Abstract
β-blockers are commonly prescribed to treat multiple cardiovascular (CV) diseases, but, frequently, adverse drug reactions and intolerance limit their use in clinical practice. Interindividual variability in response to β-blockers may be explained by genetic differences. In fact, pharmacogenetic interactions for some of these drugs have been widely studied, such as metoprolol. But studies that explore genetic variants affecting bisoprolol response are inconclusive, limited or confusing because of mixed results with other β-Blockers, different genetic polymorphisms observed, endpoint studied etc. Because of this, we performed a systematic review in order to find relevant genetic variants affecting bisoprolol response. We have found genetic polymorphism in several genes, but most of the studies focused in ADRB variants. The ADRB1 Arg389Gly (rs1801253) was the most studied genetic polymorphism and it seems to influence the response to bisoprolol, although studies are inconclusive. Even, we performed a meta-analysis about its influence on systolic/diastolic blood pressure in patients treated with bisoprolol, but this did not show statistically significant results. In conclusion, many genetic polymorphisms have been assessed about their influence on patients´ response to bisoprolol and the ADRB1 Arg389Gly (rs1801253) seems the most relevant genetic polymorphism in this regard but results have not been confirmed with a meta-analysis. Our results support the need of further studies about the impact of genetic variants on bisoprolol response, considering different genetic polymorphisms and conducting single and multiple SNPs analysis, including other clinical parameters related to bisoprolol response in a multivariate study.
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Affiliation(s)
- Celia Castaño-Amores
- Pharmacy Unit; Hospital Universitario clínico San Cecilio - Instituto de investigación biosanitaria (ibs.Granada), Granada, Spain
| | - Xando Díaz-Villamarín
- Pharmacy Unit; Hospital Universitario clínico San Cecilio - Instituto de investigación biosanitaria (ibs.Granada), Granada, Spain; Genomics Unit; Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research (GENyO), Granada, Spain.
| | - Ana María Pérez-Gutiérrez
- Department of Biochemistry and Molecular Biology II; School of Pharmacy, University of Granada, Granada, Spain
| | - Alba Antúnez-Rodríguez
- Genomics Unit; Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research (GENyO), Granada, Spain
| | - Ana Pozo-Agundo
- Genomics Unit; Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research (GENyO), Granada, Spain
| | - Eduardo Moreno-Escobar
- Cardiology Unit; Hospital Universitario clínico San Cecilio - Instituto de investigación biosanitaria (ibs.Granada), Granada, Spain
| | - Jesús Gabriel Sánchez-Ramos
- Cardiology Unit; Hospital Universitario clínico San Cecilio - Instituto de investigación biosanitaria (ibs.Granada), Granada, Spain
| | - Luis Javier Martínez-González
- Genomics Unit; Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research (GENyO), Granada, Spain
| | - Cristina Lucía Dávila-Fajardo
- Pharmacy Unit; Hospital Universitario Virgen de las Nieves - Instituto de investigación biosanitaria (ibs.Granada), Granada, Spain
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Yang HY, Steenhuis P, Glucksman AM, Gurenko Z, La TD, Isseroff RR. Alpha and beta adrenergic receptors modulate keratinocyte migration. PLoS One 2021; 16:e0253139. [PMID: 34214097 PMCID: PMC8253387 DOI: 10.1371/journal.pone.0253139] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 05/31/2021] [Indexed: 01/09/2023] Open
Abstract
Keratinocyte migration into skin wounds is the step of the healing process that correlates with the wound closure rate. Keratinocyte migration, and wound epithelialization are decreased when beta 2-adrenergic receptors (B2AR) are activated by 1 μM epinephrine/adrenaline, resulting in delayed wound healing in human and mouse skin. In the present study, we found paradoxically, that in a subset of keratinocyte strains exposure to low concentrations of epinephrine (0.1 nM) increased, rather than decreased, their migratory rate. We find that both the alpha- and the beta-adrenergic receptors are expressed in human keratinocytes, and expression of alpha-2 AR subtypes demonstrated for the first time. Therefore, we tested if the alpha-AR could be modulating the increased migratory response observed in these cell strains. By using specific inhibitors to alpha-AR, we demonstrated that blocking A2B-AR could reverse the rapid cell migration induced by the 0.1 nM epinephrine. Phosphorylation of ERK was elevated after 1-10 minutes of the low epinephrine treatment and the A2B-AR inhibitor blocked the ERK phosphorylation. The results suggest that both the A2B-AR and B2AR mediate keratinocyte migration, in which with a low level of epinephrine treatment, A2B-AR could alter the B2AR signals and regulate the migration rate.
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Affiliation(s)
- Hsin-ya Yang
- Department of Dermatology, University of California, Davis, Davis, California, United States of America
| | - Pieter Steenhuis
- Department of Dermatology, University of California, Davis, Davis, California, United States of America
| | - Aaron M. Glucksman
- Department of Dermatology, University of California, Davis, Davis, California, United States of America
| | - Zhanna Gurenko
- Department of Dermatology, University of California, Davis, Davis, California, United States of America
| | - Thi Dinh La
- Department of Dermatology, University of California, Davis, Davis, California, United States of America
| | - R. Rivkah Isseroff
- Department of Dermatology, University of California, Davis, Davis, California, United States of America
- Dermatology Section, VA Northern California Health Care System, Mather, California, United States of America
- * E-mail:
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