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Katsukunya JN, Soko ND, Naidoo J, Rayner B, Blom D, Sinxadi P, Chimusa ER, Dandara M, Dzobo K, Jones E, Dandara C. Pharmacogenomics of Hypertension in Africa: Paving the Way for a Pharmacogenetic-Based Approach for the Treatment of Hypertension in Africans. Int J Hypertens 2023; 2023:9919677. [PMID: 38633331 PMCID: PMC11022520 DOI: 10.1155/2023/9919677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 04/21/2023] [Accepted: 05/22/2023] [Indexed: 04/19/2024] Open
Abstract
In Africa, the burden of hypertension has been rising at an alarming rate for the last two decades and is a major cause for cardiovascular disease (CVD) mortality and morbidity. Hypertension is characterised by elevated blood pressure (BP) ≥ 140/90 mmHg. Current hypertension guidelines recommend the use of antihypertensives belonging to the following classes: calcium channel blockers (CCB), angiotensin converting inhibitors (ACEI), angiotensin receptor blockers (ARB), diuretics, β-blockers, and mineralocorticoid receptor antagonists (MRAs), to manage hypertension. Still, a considerable number of hypertensives in Africa have their BP uncontrolled due to poor drug response and remain at the risk of CVD events. Genetic factors are a major contributing factor, accounting for 20% to 80% of individual variability in therapy and poor response. Poor response to antihypertensive drug therapy is characterised by elevated BPs and occurrence of adverse drug reactions (ADRs). As a result, there have been numerous studies which have examined the role of genetic variation and its influence on antihypertensive drug response. These studies are predominantly carried out in non-African populations, including Europeans and Asians, with few or no Africans participating. It is important to note that the greatest genetic diversity is observed in African populations as well as the highest prevalence of hypertension. As a result, this warrants a need to focus on how genetic variation affects response to therapeutic interventions used to manage hypertension in African populations. In this paper, we discuss the implications of genetic diversity in CYP11B2, GRK4, NEDD4L, NPPA, SCNN1B, UMOD, CYP411, WNK, CYP3A4/5, ACE, ADBR1/2, GNB3, NOS3, B2, BEST3, SLC25A31, LRRC15 genes, and chromosome 12q loci on hypertension susceptibility and response to antihypertensive therapy. We show that African populations are poorly explored genetically, and for the few characterised genes, they exhibit qualitative and quantitative differences in the profile of pharmacogene variants when compared to other ethnic groups. We conclude by proposing prioritization of pharmacogenetics research in Africa and possible adoption of pharmacogenetic-guided therapies for hypertension in African patients. Finally, we outline the implications, challenges, and opportunities these studies present for populations of non-European descent.
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Affiliation(s)
- Jonathan N. Katsukunya
- Division of Human Genetics, Department of Pathology and Institute of Infectious Disease and Molecular Medicine (IDM), Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- UCT/South African Medical Research Council (SAMRC) Platform for Pharmacogenomics Research and Translation Unit, University of Cape Town, Cape Town, South Africa
| | - Nyarai D. Soko
- Division of Human Genetics, Department of Pathology and Institute of Infectious Disease and Molecular Medicine (IDM), Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- UCT/South African Medical Research Council (SAMRC) Platform for Pharmacogenomics Research and Translation Unit, University of Cape Town, Cape Town, South Africa
| | - Jashira Naidoo
- Department of Medicine, Division of Nephrology and Hypertension, Groote Schuur Hospital and Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Brian Rayner
- UCT/South African Medical Research Council (SAMRC) Platform for Pharmacogenomics Research and Translation Unit, University of Cape Town, Cape Town, South Africa
- Department of Medicine, Division of Nephrology and Hypertension, Groote Schuur Hospital and Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Dirk Blom
- UCT/South African Medical Research Council (SAMRC) Platform for Pharmacogenomics Research and Translation Unit, University of Cape Town, Cape Town, South Africa
- Department of Medicine, Division of Lipidology and Cape Heart Institute, Groote Schuur Hospital and Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Phumla Sinxadi
- UCT/South African Medical Research Council (SAMRC) Platform for Pharmacogenomics Research and Translation Unit, University of Cape Town, Cape Town, South Africa
- Department of Medicine, Division of Clinical Pharmacology, Groote Schuur Hospital and Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Emile R. Chimusa
- Department of Applied Sciences, Faculty of Health and Life Sciences, Northumbria University, Newcastle, Tyne and Wear NE1 8ST, UK
| | - Michelle Dandara
- UCT/South African Medical Research Council (SAMRC) Platform for Pharmacogenomics Research and Translation Unit, University of Cape Town, Cape Town, South Africa
| | - Kevin Dzobo
- Medical Research Council-SA Wound Healing Unit, Hair and Skin Research Laboratory, Division of Dermatology, Department of Medicine, Groote Schuur Hospital, Faculty of Health Sciences University of Cape Town, Anzio Road Observatory, Cape Town 7925, South Africa
| | - Erika Jones
- UCT/South African Medical Research Council (SAMRC) Platform for Pharmacogenomics Research and Translation Unit, University of Cape Town, Cape Town, South Africa
- Department of Medicine, Division of Nephrology and Hypertension, Groote Schuur Hospital and Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Collet Dandara
- Division of Human Genetics, Department of Pathology and Institute of Infectious Disease and Molecular Medicine (IDM), Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- UCT/South African Medical Research Council (SAMRC) Platform for Pharmacogenomics Research and Translation Unit, University of Cape Town, Cape Town, South Africa
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Zhou Y, Nevosadová L, Eliasson E, Lauschke VM. Global distribution of functionally important CYP2C9 alleles and their inferred metabolic consequences. Hum Genomics 2023; 17:15. [PMID: 36855170 PMCID: PMC9976394 DOI: 10.1186/s40246-023-00461-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 02/16/2023] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND Genetic variability in the cytochrome P450 CYP2C9 constitutes an important predictor for efficacy and safety of various commonly prescribed drugs, including coumarin anticoagulants, phenytoin and multiple non-steroidal anti-inflammatory drugs (NSAIDs). A global map of CYP2C9 variability and its inferred functional consequences has been lacking. RESULTS Frequencies of eight functionally relevant CYP2C9 alleles (*2, *3, *5, *6, *8, *11, *13 and *14) were analyzed. In total, 108 original articles were identified that included genotype data from a total of 81,662 unrelated individuals across 70 countries and 40 unique ethnic groups. The results revealed that CYP2C9*2 was most abundant in Europe and the Middle East, whereas CYP2C9*3 was the main reason for reduced CYP2C9 activity across South Asia. Our data show extensive variation within superpopulations with up to tenfold differences between geographically adjacent populations in Malaysia, Thailand and Vietnam. Translation of genetic CYP2C9 variability into functional consequences indicates that up to 40% of patients in Southern Europe and the Middle East might benefit from warfarin and phenytoin dose reductions, while 3% of patients in Southern Europe and Israel are recommended to reduce starting doses of NSAIDs. CONCLUSIONS This study provides a comprehensive map of the genetic and functional variability of CYP2C9 with high ethnogeographic resolution. The presented data can serve as a useful resource for CYP2C9 allele and phenotype frequencies and might guide the optimization of genotyping strategies, particularly for indigenous and founder populations with distinct genetic profiles.
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Affiliation(s)
- Yitian Zhou
- Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska Institutet, 141 52, Huddinge, Sweden.
| | - Lenka Nevosadová
- grid.4714.60000 0004 1937 0626Department of Physiology and Pharmacology, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Erik Eliasson
- grid.4714.60000 0004 1937 0626Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska Institutet, 141 52 Huddinge, Sweden ,grid.24381.3c0000 0000 9241 5705Medical Diagnostics, Clinical Pharmacology, Karolinska University Hospital, 141 86 Stockholm, Sweden
| | - Volker M. Lauschke
- grid.4714.60000 0004 1937 0626Department of Physiology and Pharmacology, Karolinska Institutet, 171 77 Stockholm, Sweden ,grid.502798.10000 0004 0561 903XDr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany ,grid.10392.390000 0001 2190 1447University of Tübingen, Tübingen, Germany
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Hussain M, Khan HN, Abbas S, Ali A, Aslam MN, Awan FR. Tetra-ARMS-PCR assay development for genotyping of AGT rs699 T/C polymorphism, its comparison with PCR-RFLP and application in a case-control association study of cardiovascular disease patients. NUCLEOSIDES, NUCLEOTIDES & NUCLEIC ACIDS 2023:1-16. [PMID: 36815563 DOI: 10.1080/15257770.2023.2181972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
Genetic variations in the AGT gene play a significant role in controlling the plasma concentration of angiotensinogen (precursor protein of bioactive octapeptide angiotensin II) and the efficacy of antihypertensive drugs. In the current study, Tetra-Amplification Refractory Mutation System-Polymerase Chain Reaction (T-ARMS-PCR) was developed for genotyping of AGT rs699 T/C polymorphism and validated through Sanger DNA sequencing. Its efficiency was also tested using 474 human DNA samples [control, n = 181; cardiovascular disease (CVD) patients, n = 293]. Results showed that T-ARMS-PCR is superior to the commonly used PCR-Restriction Fragment Length Polymorphism (PCR-RFLP). Statistical analysis revealed that the AGT rs699 CC genotype is more prevalent in the CVD patient group (37% vs. 28%) and AGT rs699 C allele and CC genotype increased the risk of CVD by 1.4 and 1.9 fold, respectively. In summary, T-ARMS-PCR is the most suitable approach for quick and efficient genotyping of AGT rs699 T/C polymorphism in a large population in resource-limited countries, Furthermore, AGT rs699 T/C polymorphism is associated with the risk of CVD in the Punjabi Pakistani population.
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Affiliation(s)
- Misbah Hussain
- Diabetes and Cardio-Metabolic Disorders Lab, Human Molecular Genetics and Metabolic Disorders Group, Health Biotechnology, National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan.,Department of Biotechnology, University of Sargodha, Sargodha, Pakistan.,NIBGE College, Pakistan Institute of Engineering and Applied Sciences (NIBGE-C, PIEAS), Islamabad, Pakistan
| | - Haq Nawaz Khan
- Diabetes and Cardio-Metabolic Disorders Lab, Human Molecular Genetics and Metabolic Disorders Group, Health Biotechnology, National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan.,NIBGE College, Pakistan Institute of Engineering and Applied Sciences (NIBGE-C, PIEAS), Islamabad, Pakistan.,Department of Biological & Biomedical Sciences, The Aga Khan University, Karachi, Pakistan
| | - Shahid Abbas
- Faisalabad Institute of Cardiology, Faisalabad, Pakistan
| | - Ansar Ali
- Department of Biotechnology, University of Sargodha, Sargodha, Pakistan
| | | | - Fazli Rabbi Awan
- Diabetes and Cardio-Metabolic Disorders Lab, Human Molecular Genetics and Metabolic Disorders Group, Health Biotechnology, National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan.,NIBGE College, Pakistan Institute of Engineering and Applied Sciences (NIBGE-C, PIEAS), Islamabad, Pakistan
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de Denus S, Dubé MP, Fouodjio R, Huynh T, LeBlanc MH, Lepage S, Sheppard R, Giannetti N, Lavoie J, Mansour A, Provost S, Normand V, Mongrain I, Langlois M, O'Meara E, Ducharme A, Racine N, Guertin MC, Turgeon J, Phillips MS, Rouleau JL, Tardif JC, White M. A prospective study of the impact of AGTR1 A1166C on the effects of candesartan in patients with heart failure. Pharmacogenomics 2018; 19:599-612. [PMID: 29701105 DOI: 10.2217/pgs-2018-0004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
AIM To evaluate the impact of AGTR1 A1166C (rs5186) on the response to candesartan in patients with heart failure. MATERIALS & METHODS Prospective, multicentre, open-label study. We studied 299 symptomatic patients with heart failure presenting a left ventricular ejection fraction ≤40%. RESULTS Reductions in the primary end points of natriuretic peptides were not significantly associated with AGTR1 A1166C. Nevertheless, carrying the 1166C allele was associated with a greater compensatory increase in renin activity (p = 0.037) after 16 weeks of treatment with candesartan and a more modest effect on aldosterone concentrations (p = 0.022). CONCLUSION AGTR1 1166C carriers may experience a greater long-term compensatory renin-angiotensin-aldosterone system activation following treatment with candesartan. Whether these associations ultimately influence clinical outcomes requires investigation. Clinicaltrials.gov : NCT00400582.
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Affiliation(s)
- Simon de Denus
- Research Center, Montreal Heart Institute, Montreal, Canada.,Université de Montréal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Canada.,Faculty of Pharmacy, Université de Montréal, Montreal, Canada
| | - Marie-Pierre Dubé
- Research Center, Montreal Heart Institute, Montreal, Canada.,Université de Montréal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - René Fouodjio
- Research Center, Montreal Heart Institute, Montreal, Canada.,Université de Montréal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Canada
| | - Thao Huynh
- McGill Health University, McGill University, Montreal, Canada
| | - Marie-Hélène LeBlanc
- Institut Universitaire de Cardiologie et de Pneumologie de Québec, Québec, Canada
| | - Serge Lepage
- Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, Canada
| | | | - Nadia Giannetti
- Royal-Victoria Hospital, McGill University, Montreal, Canada
| | - Joël Lavoie
- Research Center, Montreal Heart Institute, Montreal, Canada
| | - Asmaa Mansour
- Montreal Health Innovations Coordinating Center, a division of the Montreal Heart Institute, Montreal Canada
| | - Sylvie Provost
- Research Center, Montreal Heart Institute, Montreal, Canada.,Université de Montréal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Canada
| | - Valérie Normand
- Research Center, Montreal Heart Institute, Montreal, Canada.,Université de Montréal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Canada
| | - Ian Mongrain
- Research Center, Montreal Heart Institute, Montreal, Canada.,Université de Montréal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Canada
| | - Mathieu Langlois
- Research Center, Montreal Heart Institute, Montreal, Canada.,Université de Montréal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Canada
| | - Eileen O'Meara
- Research Center, Montreal Heart Institute, Montreal, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Anique Ducharme
- Research Center, Montreal Heart Institute, Montreal, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Normand Racine
- Research Center, Montreal Heart Institute, Montreal, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Marie-Claude Guertin
- Montreal Health Innovations Coordinating Center, a division of the Montreal Heart Institute, Montreal Canada
| | - Jacques Turgeon
- CRCHUM, Research Center, Centre Hospitalier de l'Université de Montréal, Montreal, Canada
| | | | - Jean-Lucien Rouleau
- Research Center, Montreal Heart Institute, Montreal, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Jean-Claude Tardif
- Research Center, Montreal Heart Institute, Montreal, Canada.,Université de Montréal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Michel White
- Research Center, Montreal Heart Institute, Montreal, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Canada
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5
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Ala-Mutka EM, Rimpelä JM, Fyhrquist F, Kontula KK, Hiltunen TP. Effect of hydrochlorothiazide on serum uric acid concentration: a genome-wide association study. Pharmacogenomics 2018; 19:517-527. [PMID: 29580174 DOI: 10.2217/pgs-2017-0184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM To recognize genetic associations of hydrochlorothiazide-induced change in serum uric acid (SUA) concentration. PATIENTS & METHODS We conducted a genome-wide association study on hydrochlorothiazide-induced change in SUA in 214 Finnish men from the GENRES study. Replication analyses were performed in 465 Finns from the LIFE study. RESULTS In GENRES, we identified 31 loci associated with hydrochlorothiazide-induced change in SUA at p < 5 × 10-5. rs1002976 near VEGFC associated with the change in GENRES and in LIFE. rs950569 near BRINP3 associated with the change in SUA in GENRES and LIFE. The analysis of previously reported SNPs and candidate genes provided some proof for PADI4 and ABCC4. CONCLUSION We report genetic markers that may predict the increase in SUA concentration during thiazide treatment.
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Affiliation(s)
- Eero M Ala-Mutka
- Department of Medicine, University of Helsinki, Helsinki, Finland
| | - Jenni M Rimpelä
- Department of Medicine, University of Helsinki, Helsinki, Finland.,Department of Medicine, Helsinki University Hospital, Helsinki, Finland
| | - Frej Fyhrquist
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
| | - Kimmo K Kontula
- Department of Medicine, University of Helsinki, Helsinki, Finland.,Department of Medicine, Helsinki University Hospital, Helsinki, Finland
| | - Timo P Hiltunen
- Department of Medicine, University of Helsinki, Helsinki, Finland.,Department of Medicine, Helsinki University Hospital, Helsinki, Finland
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6
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Rimpelä JM, Kontula KK, Fyhrquist F, Donner KM, Tuiskula AM, Sarin AP, Mohney RP, Stirdivant SM, Hiltunen TP. Replicated evidence for aminoacylase 3 and nephrin gene variations to predict antihypertensive drug responses. Pharmacogenomics 2017; 18:445-458. [DOI: 10.2217/pgs-2016-0204] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Aim: To replicate the genome-wide associations of the antihypertensive effects of bisoprolol and losartan in GENRES, using the Finnish patients of LIFE study. Patients & methods: We analyzed association of four SNPs with atenolol and three SNPs with losartan response in 927 Finnish LIFE patients (467 for atenolol and 460 for losartan). Results: rs2514036, a variation at a transcription start site of ACY3, was associated with blood pressure response to atenolol in men in LIFE. Response to bisoprolol was correlated to baseline plasma levels of N-acetylphenylalanine and phenylalanine (ACY3 substrate and end product, respectively) in GENRES study. NPHS1 variation rs3814995 was associated with losartan effect in LIFE. Conclusion: We provide support for two pharmacogenomic markers for beta-blockers and angiotensin receptor antagonists.
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Affiliation(s)
- Jenni M Rimpelä
- Department of Medicine, University of Helsinki, Finland
- Helsinki University Hospital, Helsinki, Finland
| | - Kimmo K Kontula
- Department of Medicine, University of Helsinki, Finland
- Helsinki University Hospital, Helsinki, Finland
| | - Frej Fyhrquist
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
| | - Kati M Donner
- Institute for Molecular Medicine Finland, University of Helsinki, Finland
| | | | - Antti-Pekka Sarin
- Institute for Molecular Medicine Finland, University of Helsinki, Finland
| | | | | | - Timo P Hiltunen
- Department of Medicine, University of Helsinki, Finland
- Helsinki University Hospital, Helsinki, Finland
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Wang Y, Peng W, Zhang X, Qiao H, Wang L, Xu Z, Wu C. The association of ACE gene polymorphism with diabetic kidney disease and renoprotective efficacy of valsartan. J Renin Angiotensin Aldosterone Syst 2016; 17:17/3/1470320316666749. [PMID: 27638852 PMCID: PMC5843882 DOI: 10.1177/1470320316666749] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 07/21/2016] [Indexed: 01/02/2023] Open
Abstract
Introduction: To investigate the associations between the insertion/deletion (I/D) polymorphisms in the angiotensin converting enzyme (ACE) gene and susceptibility to diabetic kidney disease (DKD); and the efficacy of valsartan in reducing the urine protein in Type 2 diabetes mellitus (T2DM) patients. Materials and methods: We enrolled 128 T2DM patients in this study, including 54 cases with DKD (DKD+) and 74 controls (DKD–). The ACE polymorphism was assayed by polymerase chain reaction (PCR), and the genotype distribution and allele frequency were analyzed. The DKD+ group was subdivided into the DD, ID and II subgroups, based on their genotypes. In addition, patients with DKD received valsartan treatment for 12 weeks. We determined changes in the urinary albumin to creatinine ratio (ACR) and serum creatinine (SCr). Results: The frequencies of the genotypes DD and ID were higher in the DKD+ than in the DKD– group. The frequency of allele D was higher, and of allele I was lower, in the DKD+ than in DKD– group (p < 0.05). Following valsartan treatment, albuminuria was significantly decreased in subgroups DD and ID (p < 0.05). Conclusions: In T2DM patients, the ACE I/D polymorphism was associated with onset of DKD. Furthermore, the ACE I/D polymorphism influenced the renoprotective response to valsartan: Patients with the DD genotype benefitted the most from this treatment.
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Affiliation(s)
- Yuying Wang
- Department of Endocrinology, Affiliated People's Hospital, Jiangsu University, Zhenjiang, China
| | - Wen Peng
- Department of Endocrinology, Affiliated People's Hospital, Jiangsu University, Zhenjiang, China
| | - Xiaoxue Zhang
- Department of Endocrinology, Affiliated People's Hospital, Jiangsu University, Zhenjiang, China
| | - Huibo Qiao
- Department of Endocrinology, Affiliated People's Hospital, Jiangsu University, Zhenjiang, China
| | - Li Wang
- Department of Endocrinology, Affiliated People's Hospital, Jiangsu University, Zhenjiang, China
| | - Zhigang Xu
- Department of Endocrinology, Affiliated People's Hospital, Jiangsu University, Zhenjiang, China
| | - Chenguang Wu
- Department of Endocrinology, Affiliated People's Hospital, Jiangsu University, Zhenjiang, China
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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: 1.0] [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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Cooper-DeHoff RM, Johnson JA. Hypertension pharmacogenomics: in search of personalized treatment approaches. Nat Rev Nephrol 2016; 12:110-22. [PMID: 26592190 PMCID: PMC4778736 DOI: 10.1038/nrneph.2015.176] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Cardiovascular and renal diseases are associated with many risk factors, of which hypertension is one of the most prevalent. Worldwide, blood pressure control is only achieved in ∼50% of those treated for hypertension, despite the availability of a considerable number of antihypertensive drugs from different pharmacological classes. Although many reasons exist for poor blood pressure control, a likely contributor is the inability to predict to which antihypertensive drug an individual is most likely to respond. Hypertension pharmacogenomics and other 'omics' technologies have the potential to identify genetic signals that are predictive of response or adverse outcome to particular drugs, and guide selection of hypertension treatment for a given individual. Continued research in this field will enhance our understanding of how to maximally deploy the various antihypertensive drug classes to optimize blood pressure response at the individual level. This Review summarizes the available literature on the most convincing genetic signals associated with antihypertensive drug responses and adverse cardiovascular outcomes. Future research in this area will be facilitated by enhancing collaboration between research groups through consortia such as the International Consortium for Antihypertensives Pharmacogenomics Studies, with the goal of translating replicated findings into clinical implementation.
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Affiliation(s)
- Rhonda M Cooper-DeHoff
- Department of Pharmacotherapy and Translational Research and Division of Cardiovascular Medicine, Colleges of Pharmacy and Medicine, University of Florida, PO Box 100484, 1600 SW Archer Road, Gainesville, Florida 32610-0484, USA
| | - Julie A Johnson
- Department of Pharmacotherapy and Translational Research and Division of Cardiovascular Medicine, Colleges of Pharmacy and Medicine, University of Florida, PO Box 100484, 1600 SW Archer Road, Gainesville, Florida 32610-0484, USA
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10
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Lupoli S, Salvi E, Barcella M, Barlassina C. Pharmacogenomics considerations in the control of hypertension. Pharmacogenomics 2015; 16:1951-64. [PMID: 26555875 DOI: 10.2217/pgs.15.131] [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: 12/13/2022] Open
Abstract
The response to antihypertensive therapy is very heterogeneous and the need by the physicians to account for it has driven much interest in pharmacogenomics of antihypertensive drugs. The Human Genome Project and the initiatives in genomics that followed, generated a huge number of genetic data that furnished the tools to explore the genotype-phenotype association in candidate genes and at genome-wide level. In spite of the efforts and the great number of publications, pharmacogenomics of antihypertensive drugs is far from being used in clinical practice. In this review, we analyze the main findings available in PubMed from 2010 to 2015, in relation to the major classes of antihypertensive drugs. We also describe a new Phase II drug that targets two specific hypertension predisposing mechanisms.
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Affiliation(s)
- Sara Lupoli
- Department of Health Sciences, Milan University, Via Rudinì 8, 20142 Milan & Filarete Foundation, Viale Ortles 22/4, 20139 Milan, Italy
| | - Erika Salvi
- Department of Health Sciences, Milan University, Via Rudinì 8, 20142 Milan & Filarete Foundation, Viale Ortles 22/4, 20139 Milan, Italy
| | - Matteo Barcella
- Department of Health Sciences, Milan University, Via Rudinì 8, 20142 Milan & Filarete Foundation, Viale Ortles 22/4, 20139 Milan, Italy
| | - Cristina Barlassina
- Department of Health Sciences, Milan University, Via Rudinì 8, 20142 Milan & Filarete Foundation, Viale Ortles 22/4, 20139 Milan, Italy
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11
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Chaudhary R, Singh B, Kumar M, Gakhar SK, Saini AK, Parmar VS, Chhillar AK. Role of single nucleotide polymorphisms in pharmacogenomics and their association with human diseases. Drug Metab Rev 2015; 47:281-90. [PMID: 25996670 DOI: 10.3109/03602532.2015.1047027] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Global statistical data shed light on an alarming trend that every year thousands of people die due to adverse drug reactions as each individual responds in a different way to the same drug. Pharmacogenomics has come up as a promising field in drug development and clinical medication in the past few decades. It has emerged as a ray of hope in preventing patients from developing potentially fatal complications due to adverse drug reactions. Pharmacogenomics also minimizes the exposure to drugs that are less/non-effective and sometimes even found toxic for patients. It is well reported that drugs elicit different responses in different individuals due to variations in the nucleotide sequences of genes encoding for biologically important molecules (drug-metabolizing enzymes, drug targets and drug transporters). Single nucleotide polymorphisms (SNPs), the most common type of polymorphism found in the human genome is believed to be the main reason behind 90% of all types of genetic variations among the individuals. Therefore, pharmacogenomics may be helpful in answering the question as to how inherited differences in a single gene have a profound effect on the mobilization and biological action of a drug. In the present review, we have discussed clinically relevant examples of SNP in associated diseases that can be utilized as markers for "better management of complex diseases" and attempted to correlate the drug response with genetic variations. Attention is also given towards the therapeutic consequences of inherited differences at the chromosomal level and how associated drug disposition and/or drug targets differ in various diseases as well as among the individuals.
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Affiliation(s)
| | | | | | - Surendra K Gakhar
- b Centre for Medical Biotechnology, Maharshi Dayanand University , Rohtak , Haryana , India
| | - Adesh K Saini
- c Department of Biotechnology , Shoolini University of Biotechnology and Management Sciences , Solan , Himachal Pradesh , India , and
| | - Virinder S Parmar
- d Bioorganic Laboratory, Department of Chemistry , University of Delhi , Delhi , India
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12
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Common variants of the G protein-coupled receptor type 4 are associated with human essential hypertension and predict the blood pressure response to angiotensin receptor blockade. THE PHARMACOGENOMICS JOURNAL 2015; 16:3-9. [PMID: 25732908 DOI: 10.1038/tpj.2015.6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Accepted: 12/19/2014] [Indexed: 12/13/2022]
Abstract
Non-synonymous GRK4 variants, R65L, A142V and A486V, are associated with essential hypertension in diverse populations. This study replicated the association of GRK4 variants, including GRK4(142V), with human essential hypertension in a Japanese population (n=588; hypertensive, n=486 normotensive controls) and determined whether the presence of GRK4 variants predicted the blood pressure (BP) response to angiotensin receptor blockers (ARBs) in patients with essential hypertension. We analyzed 829 patients and compared the response to ARBs between individuals with no GRK4 variants (n=136) and those with variants at one or any of the three loci (n=693). Carriers of hGRK4(142V) had a greater decrease in systolic BP in response to ARBs than non-carrier hypertensive patients. By contrast, those with variants only at GRK4(486V) were less likely to achieve the BP goal in response to an ARB than those with no variants. These studies showed for the first time the association between GRK4(142V) and a larger decrease in BP with ARBs in hypertensive patients.
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Frau F, Zaninello R, Salvi E, Ortu MF, Braga D, Velayutham D, Argiolas G, Fresu G, Troffa C, Bulla E, Bulla P, Pitzoi S, Piras DA, Glorioso V, Chittani M, Bernini G, Bardini M, Fallo F, Malatino L, Stancanelli B, Regolisti G, Ferri C, Desideri G, Scioli GA, Galletti F, Sciacqua A, Perticone F, Degli Esposti E, Sturani A, Semplicini A, Veglio F, Mulatero P, Williams TA, Lanzani C, Hiltunen TP, Kontula K, Boerwinkle E, Turner ST, Manunta P, Barlassina C, Cusi D, Glorioso N. Genome-wide association study identifies CAMKID variants involved in blood pressure response to losartan: the SOPHIA study. Pharmacogenomics 2014; 15:1643-52. [DOI: 10.2217/pgs.14.119] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background: Essential hypertension arises from the combined effect of genetic and environmental factors. A pharmacogenomics approach could help to identify additional molecular mechanisms involved in its pathogenesis. Aim: The aim of SOPHIA study was to identify genetic polymorphisms regulating blood pressure response to the angiotensin II receptor blocker, losartan, with a whole-genome approach. Materials & methods: We performed a genome-wide association study on blood pressure response in 372 hypertensives treated with losartan and we looked for replication in two independent samples. Results: We identified a peak of association in CAMK1D gene (rs10752271, effect size -5.5 ± 0.94 mmHg, p = 1.2 × 10-8). CAMK1D encodes a protein that belongs to the regulatory pathway involved in aldosterone synthesis. We tested the specificity of rs10752271 for losartan in hypertensives treated with hydrochlorothiazide and we validated it in silico in the GENRES cohort. Conclusion: Using a genome-wide approach, we identified the CAMK1D gene as a novel locus associated with blood pressure response to losartan. CAMK1D gene characterization may represent a useful tool to personalize the treatment of essential hypertension. Original submitted 7 May 2014; Revision submitted 29 July 2014
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Affiliation(s)
- Francesca Frau
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
- Department of Health Sciences, University of Milan at San Paolo Hospital, Milan, Italy
- Filarete Foundation, Genomics & Bioinformatics Unit, Milan, Italy
| | - Roberta Zaninello
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
| | - Erika Salvi
- Department of Health Sciences, University of Milan at San Paolo Hospital, Milan, Italy
- Filarete Foundation, Genomics & Bioinformatics Unit, Milan, Italy
| | - Maria Francesca Ortu
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
| | - Daniele Braga
- Department of Health Sciences, University of Milan at San Paolo Hospital, Milan, Italy
- Filarete Foundation, Genomics & Bioinformatics Unit, Milan, Italy
| | - Dinesh Velayutham
- Department of Health Sciences, University of Milan at San Paolo Hospital, Milan, Italy
- Filarete Foundation, Genomics & Bioinformatics Unit, Milan, Italy
| | - Giuseppe Argiolas
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
| | - Giovanni Fresu
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
| | - Chiara Troffa
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
| | | | - Patrizia Bulla
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
| | - Silvia Pitzoi
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
| | | | - Valeria Glorioso
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
| | - Martina Chittani
- Department of Health Sciences, University of Milan at San Paolo Hospital, Milan, Italy
- Filarete Foundation, Genomics & Bioinformatics Unit, Milan, Italy
| | | | - Michele Bardini
- Department of Internal Medicine, University of Pisa, Pisa, Italy
| | | | - Lorenzo Malatino
- Department of Medicine & Hypertension Center, University of Catania at Cannizzaro Hospital, Catania, Italy
| | - Benedetta Stancanelli
- Department of Medicine & Hypertension Center, University of Catania at Cannizzaro Hospital, Catania, Italy
| | | | - Claudio Ferri
- Department of Internal Medicine & Public Health, University of L'Aquila, L'Aquila, Italy
| | | | | | - Ferruccio Galletti
- Department of Clinical Medicine & Surgery, “Federico II University” Medical School, Napoli, Italy
| | - Angela Sciacqua
- Department of Medical & Surgical Sciences, Cardiovascular Disease Unit, University of Catanzaro “Magna Graecia”, Catanzaro, Italy
| | - Francesco Perticone
- Department of Medical & Surgical Sciences, Cardiovascular Disease Unit, University of Catanzaro “Magna Graecia”, Catanzaro, Italy
| | | | | | - Andrea Semplicini
- UOC Internal Medicine 1, SS. Giovanni e Paolo Hospital, Campo SS. Giovanni e Paolo, Venice, Italy
| | - Franco Veglio
- Division of Internal Medicine & Hypertension Center, Department of Medical Sciences, AO Città Salute e Scienza, University of Torino, Torino, Italy
| | - Paolo Mulatero
- Division of Internal Medicine & Hypertension Center, Department of Medical Sciences, AO Città Salute e Scienza, University of Torino, Torino, Italy
| | - Tracy A Williams
- Division of Internal Medicine & Hypertension Center, Department of Medical Sciences, AO Città Salute e Scienza, University of Torino, Torino, Italy
| | - Chiara Lanzani
- Università Vita Salute San Raffaele, Nephrology, Dialysis & Hypertension Unit, San Raffaele Scientific Institute, Milan, Italy
| | - Timo P Hiltunen
- Department of Medicine, University of Helsinki & Helsinki University Central Hospital, Helsinki, Finland
| | - Kimmo Kontula
- Department of Medicine, University of Helsinki & Helsinki University Central Hospital, Helsinki, Finland
| | - Eric Boerwinkle
- Human Genetics & Institute of Molecular Medicine, University of Texas Health Science Center, Houston, TX, USA
| | - Stephen T Turner
- Division of Nephrology & Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Paolo Manunta
- Università Vita Salute San Raffaele, Nephrology, Dialysis & Hypertension Unit, San Raffaele Scientific Institute, Milan, Italy
| | - Cristina Barlassina
- Department of Health Sciences, University of Milan at San Paolo Hospital, Milan, Italy
- Filarete Foundation, Genomics & Bioinformatics Unit, Milan, Italy
| | - Daniele Cusi
- Department of Health Sciences, University of Milan at San Paolo Hospital, Milan, Italy
- Filarete Foundation, Genomics & Bioinformatics Unit, Milan, Italy
| | - Nicola Glorioso
- Hypertension & Related Disease Centre, AOU-University of Sassari, Sassari, Italy
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14
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Heidari F, Vasudevan R, Mohd Ali SZ, Ismail P, Etemad A, Pishva SR, Othman F, Abu Bakar S. Association of insertion/deletion polymorphism of angiotensin-converting enzyme gene among Malay male hypertensive subjects in response to ACE inhibitors. J Renin Angiotensin Aldosterone Syst 2014; 16:872-9. [PMID: 25002132 DOI: 10.1177/1470320314538878] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
INTRODUCTION Several studies show that the insertion/deletion (I/D) polymorphism of the angiotensin-converting enzyme (ACE) gene has been associated with hypertension in various populations. The present study sought to determine the association of the I/D gene polymorphism among Malay male essential hypertensive subjects in response to ACE inhibitors (enalapril and lisinopril). MATERIALS AND METHODS A total of 72 patients with newly diagnosed hypertension and 72 healthy subjects were recruited in this study. Blood pressure was recorded from 0 to 24 weeks of treatment with enalapril or lisinopril. Genotyping of the I/D polymorphism was carried out using a standard PCR method. RESULTS Statistically significant association of the D allele of the ACE gene was observed between the case and control subjects (p < 0.01). There was a decrease in blood pressure in the patients carrying the DD genotype (SBP=18.5±8.1 mmHg, DBP=15.29±7.1 mmHg) rather than the ID (SBP=4.1±3.3 mmHg, DBP=9.1±3.5 mmHg) and II genotypes (SBP= 3.0±0.2 mmHg, DBP 0.11±6.1 mmHg) of the ACE gene. CONCLUSION Patients carrying the DD genotype had higher blood pressure-lowering response when treated with ACE inhibitors enalapril or lisinopril than those carrying ID and II genotypes, suggesting that the D allele may be a possible genetic marker for essential hypertension among Malay male subjects.
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Affiliation(s)
- Farzad Heidari
- Genetic Research Group, Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Malaysia
| | | | | | - Patimah Ismail
- Genetic Research Group, Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Malaysia
| | - Ali Etemad
- Genetic Research Group, Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Malaysia
| | - Seyyed Reza Pishva
- Genetic Research Group, Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Malaysia
| | - Fauziah Othman
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Malaysia
| | - Suhaili Abu Bakar
- Genetic Research Group, Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Malaysia
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Gryn SE, Kim RB. Personalized medicine: importance of clinical interpretative skills for real-world patient care. Per Med 2014; 11:395-408. [PMID: 29783478 DOI: 10.2217/pme.14.16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Sequencing of the human genome led to great hopes and expectations for a 'genomics revolution' where disease diagnosis as well as therapies would be based on an individual's genetic makeup. Although significant progress has been made, a number of challenging hurdles must be overcome prior to the broader adoption and implementation of pharmacogenomics and personalized medicine as a part of standard patient care. One aspect of pharmacogenomics-based personalized medicine that has not garnered as much attention, a key focus of this perspective, is the importance of interpreting pharmacogenomic test results in a patient-specific clinical context, and expert physicians and other allied health care providers with the requisite expertise in clinical pharmacology and genomics who are able to provide such services.
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Affiliation(s)
- Steven E Gryn
- Division of Clinical Pharmacology, Department of Medicine, Western University, London Health Sciences Centre-UH; 339 Windermere Road; London, ON. N6A 5A5; Canada
| | - Richard B Kim
- Division of Clinical Pharmacology, Department of Medicine, Western University, London Health Sciences Centre-UH; 339 Windermere Road; London, ON. N6A 5A5; Canada
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Aslibekyan S, Claas SA, Arnett DK. To replicate or not to replicate: the case of pharmacogenetic studies: Establishing validity of pharmacogenomic findings: from replication to triangulation. ACTA ACUST UNITED AC 2014; 6:409-12; discussion 412. [PMID: 23963160 DOI: 10.1161/circgenetics.112.000010] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Stella Aslibekyan
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, 55294-0022, USA
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17
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Abstract
The two major classes of drugs that target the RAS are the angiotensin-converting enzyme (ACE) inhibitors and the selective AT1 receptor blockers (ARBs). Although both of these drug classes target angiotensin II, the differences in their mechanisms of action have implications for their effects on other pathways and receptors that may have therapeutic implications. Both ACEIs and ARBs are effective antihypertensive agents that have been shown to reduce the risk of cardiovascular and renal events. Direct inhibition of renin -the most proximal aspect of the RAS -became clinically feasible from 2007 with the introduction of aliskiren. This latter drug has been shown to be efficacious for the management of hypertension. Combined therapy of direct renin-inhibitors with ACEIs or ARBs has been tested in some clinical situations as congestive HF and proteinuria with diverse results. This article tries to offer an updated review of current knowledge on the use of RAS blocking drugs in clinical settings.
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Affiliation(s)
- Nicolás Roberto Robles
- 1Cardiovascular Risk Chair, University of Salamanca School of Medicine, Salamanca, Spain
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18
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Fyhrquist F, Eriksson A, Saijonmaa O, Nordestgaard BG, Kontula K, de Faire U, Ibsen H, Kjeldsen S, Os I, Dahlöf B. Telomere length is associated with ACE I/D polymorphism in hypertensive patients with left ventricular hypertrophy. J Renin Angiotensin Aldosterone Syst 2012; 14:227-34. [DOI: 10.1177/1470320312460292] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Frej Fyhrquist
- Minerva Institute for Medical Research, Finland
- Department of Internal Medicine, Helsinki University Central Hospital, Finland
| | - Anders Eriksson
- Minerva Institute for Medical Research, Finland
- Faculty of Veterinary Medicine, Department of Equine and Small Animal Medicine, University of Helsinki, Finland
| | - Outi Saijonmaa
- Minerva Institute for Medical Research, Finland
- Department of Internal Medicine, Helsinki University Central Hospital, Finland
| | | | - Kimmo Kontula
- Department of Internal Medicine, Helsinki University Central Hospital, Finland
| | - Ulf de Faire
- Division of Cardiovascular Epidemiology, Karolinska Institutet, Sweden
| | | | | | - Ingrid Os
- Department of Nephrology, Ullevaal University Hospital, Norway
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Crowley MJ, Powers BJ, Myers ER, McBroom AJ, Sanders GD. Angiotensin-converting enzyme inhibitors and angiotensin II receptor blockers for treatment of ischemic heart disease: Future research needs prioritization. Am Heart J 2012; 163:777-782.e8. [PMID: 22607854 DOI: 10.1016/j.ahj.2012.02.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2012] [Accepted: 02/15/2012] [Indexed: 01/13/2023]
Abstract
BACKGROUND A recent review evaluated the comparative effectiveness of angiotensin-converting enzyme inhibitors (ACE-Is) and angiotensin II receptor blockers (ARBs) in patients with or at high risk for stable ischemic heart disease (IHD). The prioritization of future research needs has customarily been an informal process that is not responsive to the needs of all relevant stakeholders. METHODS As part of the Agency for Healthcare Research and Quality Effective Healthcare Program, the Duke Evidence-Based Practice Center engaged a diverse stakeholder group in 3 exercises designed to prioritize future research needs pertaining to the comparative effectiveness of ACE-I/ARB in patients with stable IHD. RESULTS Our stakeholders prioritized the following areas of research pertaining to the comparative effectiveness of ACE-I/ARB in stable IHD: (1) strategies to enhance greater evidence-based use, (2) impact of adherence on effectiveness or harms, (3) impact of comorbidities on effectiveness or harms, (4) medication impact on patient quality of life, (5) impact of demographic differences on effectiveness or harms, and (6) medication impact on incidence of new diagnoses. This project also yielded suggestions regarding potential study designs to address these future research needs. CONCLUSIONS Our stakeholders prioritized research designed to facilitate (1) tailored ACE-I/ARB treatment based on individual patient characteristics and (2) implementation of ACE-I/ARB use among patients most likely to benefit. With respect to suggested study designs, it was felt that analysis of existing data would sufficiently address many of the top-tier future research needs (FRNs).
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Abstract
Individual response to medication is highly variable. For many drugs, a substantial proportion of patients show suboptimal response at standard doses, whereas others experience adverse drug reactions (ADRs). Pharmacogenomics aims to identify genetic factors underlying this variability in drug response, providing solutions to improve drug efficacy and safety. We review recent advances in pharmacogenomics of cardiovascular drugs and cardiovascular ADRs, including warfarin, clopidogrel, β-blockers, renin-angiotensin-aldosterone system inhibitors, drug-induced long QT syndrome, and anthracycline-induced cardiotoxicity. We particularly focus on the applicability of pharmacogenomic findings to pediatric patients in whom developmental changes in body size and organ function may affect drug pharmacokinetics and pharmacodynamics. Solid evidence supports the importance of gene variants in CYP2C9 and VKORC1 for warfarin dosing and in CYP2C19 for clopidogrel response in adult patients. For the other cardiovascular drugs or cardiovascular ADRs, further studies are needed to replicate or clarify genetic associations before considering uptake of pharmacogenetic testing in clinical practice. With the exception of warfarin and anthracycline-induced cardiotoxicity, there is lack of pharmacogenomic studies on cardiovascular drug response or ADRs aimed specifically at children or adolescents. The first pediatric warfarin pharmacogenomic study indeed indicates differences from adults, pointing out the importance and need for pediatric-focused pharmacogenomic studies.
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Konoshita T. Do genetic variants of the Renin-Angiotensin system predict blood pressure response to Renin-Angiotensin system-blocking drugs?: a systematic review of pharmacogenomics in the Renin-Angiotensin system. Curr Hypertens Rep 2012; 13:356-61. [PMID: 21562941 PMCID: PMC3179582 DOI: 10.1007/s11906-011-0212-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
The concept of “pharmacogenomics” or “pharmacogenetics” promises to offer the ultimate in personalized medicine, and the renin-angiotensin system (RAS) is one of the most plausible candidates for the application of this approach in the area of hypertension. For the past two decades, genetic variants of the RAS have been tested for association with blood pressure response, but the results have been inconsistent. The problems have been attributed to many issues, but the most fundamental concern is thought to be the statistical power of the studies. Therefore, we have tried to put together a new systematic review using a database search including only recent reports with adequate numbers of subjects, and 11 reports were identified. From the results, we were able to draw conclusions with nearly consistent findings that the conventional genetic variants of the system (i.e., the ACE I/D, AGT M235T, AT1 A1166C, and AT2 variant) are not associated with antihypertensive effects by RAS blockade, at least by one individual SNP. By contrast, significant associations have been reported (by one report each) for AGT rs7079, AT1 haplotype, REN, and ACE2. For these variants, further evaluations and confirmation are anticipated.
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Affiliation(s)
- Tadashi Konoshita
- Third Department of Internal Medicine, Fukui University School of Medicine, Matsuokashimoaizuki, Eiheiji, Japan.
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22
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Amici S, Paciaroni M, Agnelli G, Caso V. Gene-drug interaction in stroke. Stroke Res Treat 2011; 2011:212485. [PMID: 22135769 PMCID: PMC3216369 DOI: 10.4061/2011/212485] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2011] [Revised: 07/05/2011] [Accepted: 09/02/2011] [Indexed: 01/09/2023] Open
Abstract
Stroke is the third cause of mortality and one of most frequent causes of long-term neurological disability, as well as a complex disease that results from the interaction of environmental and genetic factors. The focus on genetics has produced a large number of studies with the objective of revealing the genetic basis of cerebrovascular diseases. Furthermore, pharmacogenetic research has investigated the relation between genetic variability and drug effectiveness/toxicity. This review will examine the implications of pharmacogenetics of stroke; data on antihypertensives, statins, antiplatelets, anticoagulants, and recombinant tissue plasminogen activator will be illustrated.
Several polymorphisms have been studied and some have been associated with positive drug-gene interaction on stroke, but the superiority of the genotype-guided approach over the clinical approach has not been proved yet; for this reason, it is not routinely recommended.
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Affiliation(s)
- Serena Amici
- Stroke Unit, Division of Cardiovascular Medicine, University of Perugia, Santa Maria della Misericordia Hospital, Sant'Andrea delle Fratte, 06126 Perugia, Italy
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23
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Taylor AA, Siragy H, Nesbitt S. Angiotensin Receptor Blockers: Pharmacology, Efficacy, and Safety. J Clin Hypertens (Greenwich) 2011; 13:677-86. [DOI: 10.1111/j.1751-7176.2011.00518.x] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Response to angiotensin-converting enzyme inhibition is selectively blunted by high sodium in angiotensin-converting enzyme DD genotype: evidence for gene-environment interaction in healthy volunteers. J Hypertens 2011; 28:2414-21. [PMID: 20829712 DOI: 10.1097/hjh.0b013e32833eaf34] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Renin-angiotensin-aldosterone system blockade is a cornerstone in cardiovascular protection. Angiotensin-converting enzyme (ACE)-DD genotype has been associated with resistance to angiotensin-converting enzyme inhibition (ACEi), but data are conflicting. As sodium intake modifies the effect of ACEi as well as the genotype-phenotype relationship, we hypothesize gene-environment interaction between sodium-status, the response to ACEi, and ACE genotype. METHOD Thirty-five male volunteers (26 ± 9 years; II n = 6, ID n = 18, DD n = 11) were studied during placebo and ACEi (double blind, enalapril 20 mg/day) on low [7 days 50 mmol Na/day (low salt)] and high [7 days 200 mmol Na/day (high salt)] sodium, with a washout of 6 weeks in-between. After each period mean arterial pressure (MAP) was measured before and during graded infusion of angiotensin II (Ang II). RESULTS During high salt, ACEi reduced MAP in II and ID, but not in DD [II: 88 (78-94) versus 76 (72-88); ID: 87 (84-91) versus 83 (79-87); both P < 0.05 and DD: 86 (82-96) versus 88 (80-90); ns, P < 0.05 between genotypes]. However, during low salt, ACEi reduced MAP in all genotype groups [II: 83 (78-89) versus 77 (72-83); ID: 88 (84-91) versus 82 (78-86); DD: 84 (80-91) versus 81 (75-85); all P < 0.05]. During high salt + ACEi, the Ang II response was blunted in DD, with an 18% rise in MAP during the highest dose versus 22 and 31% in ID and II (P < 0.05). Low salt annihilated these differences. CONCLUSION In healthy participants, the MAP response to ACEi is selectively blunted in DD genotype during high salt, accompanied by blunted sensitivity to Ang II. Low salt corrects both abnormalities. Further analysis of this gene-environment interaction in patients may contribute to strategies for improvement of individual treatment efficacy.
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Ljungberg L, Alehagen U, Länne T, Björck H, De Basso R, Dahlström U, Persson K. The association between circulating angiotensin-converting enzyme and cardiovascular risk in the elderly: a cross-sectional study. J Renin Angiotensin Aldosterone Syst 2011; 12:281-9. [PMID: 21273224 DOI: 10.1177/1470320310391326] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION A polymorphism in the angiotensin-converting enzyme gene (ACE I/D polymorphism) has been associated with increased risk for cardiovascular disease (CVD). This polymorphism affects the level of circulating ACE, but there is great individual variation, even between those with the same genotype. Few previous studies have investigated the link between circulating ACE and cardiovascular risk. The aim of this study was to investigate this association, and to examine the relationship between ACE level, ACE genotype and CVD. MATERIALS AND METHODS The study population consisted of 322 men and 350 women aged 69-87. Plasma ACE level was determined using enzyme-linked immunosorbent assay (ELISA), and ACE genotype was analysed using PCR followed by gel electrophoresis. RESULTS In men, ACE levels increased with increasing number of cardiovascular risk factors (p = 0.003). There was a significant association in men between increased ACE level and both diabetes (p = 0.007) and smoking (p = 0.037). CONCLUSIONS This study shows that cardiovascular risk factors (such as smoking and diabetes) are associated with higher levels of circulating ACE in men. High ACE levels may represent one of the cellular mechanisms involved in producing the vascular damage associated with cardiovascular risk factors.
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Affiliation(s)
- Liza Ljungberg
- Division of Cardiovascular Medicine, Department of Medical and Health Sciences, Faculty of Health Sciences, Linköping University, Sweden.
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26
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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: 1.2] [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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27
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Denus SD. Pharmacogenomic testing for angiotensin-converting enzyme inhibitors: getting ready for prime time. Pharmacogenomics 2010; 11:1345-8. [DOI: 10.2217/pgs.10.124] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Simon de Denus
- Faculty of Pharmacy, Université de Montréal & Research Center, Montreal Heart Institute, 5000 Belanger Street, Montreal, Quebec, H1T 1C8, Canada
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28
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Johnson JA. Pharmacogenomics of antihypertensive drugs: past, present and future. Pharmacogenomics 2010; 11:487-91. [PMID: 20350127 DOI: 10.2217/pgs.10.34] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Hypertension pharmacogenomics holds the promise of leading to individualized drug treatment approaches for the approximately 1 billion individuals worldwide with hypertension. Prior to 2000, the literature on hypertension pharmacogenomics was quite limited. The last decade has seen a substantial growth in the literature, with several examples of genes that appear to play an important role in antihypertensive response. The last decade has also made apparent the numerous challenges in hypertension pharmacogenomics, and addressing those challenges will be important. Moving forward, it seems clear that collaboration among researchers to allow replication or joint analyses will be essential in advancing the field, as will the use of genome-wide association approaches. The next decade should clearly define the clinical potential for hypertension pharmacogenomics.
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Affiliation(s)
- Julie A Johnson
- Department of Pharmacotherapy & Translational Research & Center for Pharmacogenomics, University of Florida, Box 100486, Gainesville, FL 32610-0486, USA.
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