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Dagli-Hernandez C, Ferreira GM, Freitas RCCD, Borges JB, Oliveira VFD, Gonçalves RM, Faludi AA, Marçal EDSR, Bastos GM, Bortolin RH, Hirata MH, Hirata RDC. Predicted deleterious variants in ABCA1, LPL, LPA and KIF6 are associated with statin response and adverse events in patients with familial hypercholesterolemia and disturb protein structure and stability. Pharmacogenet Genomics 2024; 34:91-104. [PMID: 38682317 DOI: 10.1097/fpc.0000000000000524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2024]
Abstract
OBJECTIVES This study explored the association of deleterious variants in pharmacodynamics (PD) genes with statin response and adverse effects in patients with familial hypercholesterolemia (FH) and analyzed their potential effects on protein structure and stability. METHODS Clinical and laboratory data were obtained from 144 adult FH patients treated with statins. A panel of 32 PD genes was analyzed by exon-targeted gene sequencing. Deleterious variants were identified using prediction algorithms and their structural effects were analyzed by molecular modeling studies. RESULTS A total of 102 variants were predicted as deleterious (83 missense, 8 stop-gain, 4 frameshift, 1 indel, 6 splicing). The variants ABCA1 rs769705621 (indel), LPA rs41267807 (p.Tyr2023Cys) and KIF6 rs20455 (p.Trp719Arg) were associated with reduced low-density lipoprotein cholesterol (LDLc) response to statins, and the LPL rs1801177 (p.Asp36Asn) with increased LDLc response (P < 0.05). LPA rs3124784 (p.Arg2016Cys) was predicted to increase statin response (P = 0.022), and ABCA1 rs769705621 to increase the risk of statin-related adverse events (SRAE) (P = 0.027). LPA p.Arg2016Cys and LPL p.Asn36Asp maintained interactions with solvent, LPA p.Tyr2023Cys reduced intramolecular interaction with Gln1987, and KIF6 p.Trp719Arg did not affect intramolecular interactions. DDMut analysis showed that LPA p.Arg2016Cys and p.Tyr2023Cys and LPL p.Asp36Asn caused energetically favorable changes, and KIF6 p.Trp719Arg resulted in unfavorable energetic changes, affecting protein stability. CONCLUSION Deleterious variants in ABCA1, LPA, LPL and KIF6 are associated with variability in LDLc response to statins, and ABCA1 rs769705621 is associated with SRAE risk in FH patients. Molecular modeling studies suggest that LPA p.Tyr2023Cys and KIF6 p.Trp719Arg disturb protein conformational structure and stability.
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Affiliation(s)
- Carolina Dagli-Hernandez
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Glaucio Monteiro Ferreira
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Renata Caroline Costa de Freitas
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
- Department of Cardiac Surgery, Boston Children's Hospital, Boston, Massachusetts, USA
| | | | - Victor Fernandes de Oliveira
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | | | | | | | | | - Raul Hernandes Bortolin
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Mario Hiroyuki Hirata
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Rosario Dominguez Crespo Hirata
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
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Nega MH, Berhe DF, Ribeiro V. Pharmacogenetic analysis of inter-ethnic variability in the uptake transporter SLCO1B1 gene in Colombian, Mozambican, and Portuguese populations. BMC Med Genomics 2023; 16:207. [PMID: 37658350 PMCID: PMC10474731 DOI: 10.1186/s12920-023-01642-4] [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] [Received: 02/08/2023] [Accepted: 08/22/2023] [Indexed: 09/03/2023] Open
Abstract
BACKGROUND Statin-induced myopathy is reported to be associated with the solute carrier organic anion transporter family member 1B1 gene single nucleotide polymorphism, c.521 T > C. There is no epidemiologic data on this gene polymorphism in several countries. Therefore, this study aimed at assessing the genotype and allele frequencies of the gene variant in three countries. METHODS This study involved healthy individuals from Colombia, Mozambique, and Portugal. Genomic DNA was isolated from blood samples using the Qiamp DNA Extraction Kit (Qiagen). The isolated DNA was genotyped using novel Polymerase Chain Reaction-Restriction Fragment Length Polymorphism. Microstat and GraphPad QuickCal software were used for the Chi-square test and the evaluation of Hardy-Weinberg equilibrium respectively. RESULTS A total of 181 individuals' blood samples were analyzed. Overall, the TT (74.0%) genotype was the highest and the CC (7.8%) was the lowest. Country wise genotypic frequencies were Colombia 47(70.2%) TT, 12(17.9%) TC and 8(11.9%) CC; Mozambique 47(88.7%) TT, 5(9.4%) TC, and 1(1.9%) CC; and Portugal 40(65.6%) TT, 16(26.2%) TC, and 5(8.2%) CC. The reference (T) allele was highest among Mozambicans (93.4%) compared to Colombians (79.1%) and Portuguese (78.7%). Mozambicans showed statistically significant genotypic and allelic frequency differences compared to Colombians (p < 0.01) and Portuguese (p < 0.01). CONCLUSIONS Overall and country-wise, CC genotype was less frequent and it is relatively high for Colombians and Portuguese populations. This finding may imply statins risk-benefit variability associated with CC genotype among these populations that needs further understanding.
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Affiliation(s)
- Mulata Haile Nega
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Mekelle University, Mekelle, Ethiopia.
- Laboratory of Pharmacogenomics and Molecular Toxicology, Center for Molecular and Structural Biomedicine (CBME/CCMAR), University of Algarve, Faro, Algarve, Portugal.
| | - Derbew Fikadu Berhe
- University of Global Health Equity, Kigali, Rwanda
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Vera Ribeiro
- Laboratory of Pharmacogenomics and Molecular Toxicology, Center for Molecular and Structural Biomedicine (CBME/CCMAR), University of Algarve, Faro, Algarve, Portugal
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Jansen ME, Rigter T, Fleur TMC, Souverein PC, Verschuren WMM, Vijverberg SJ, Swen JJ, Rodenburg W, Cornel MC. Predictive Value of SLCO1B1 c.521T>C Polymorphism on Observed Changes in the Treatment of 1136 Statin-Users. Genes (Basel) 2023; 14:456. [PMID: 36833383 PMCID: PMC9957000 DOI: 10.3390/genes14020456] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 02/03/2023] [Accepted: 02/06/2023] [Indexed: 02/12/2023] Open
Abstract
Pharmacogenomic testing is a method to prevent adverse drug reactions. Pharmacogenomics could be relevant to optimize statin treatment, by identifying patients at high risk for adverse drug reactions. We aim to investigate the clinical validity and utility of pre-emptive pharmacogenomics screening in primary care, with SLCO1B1 c.521T>C as a risk factor for statin-induced adverse drug reactions. The focus was on changes in therapy as a proxy for adverse drug reactions observed in statin-users in a population-based Dutch cohort. In total, 1136 statin users were retrospectively genotyped for the SLCO1B1 c.521T>C polymorphism (rs4149056) and information on their statin dispensing was evaluated as cross-sectional research. Approximately half of the included participants discontinued or switched their statin treatment within three years. In our analyses, we could not confirm an association between the SLCO1B1 c.521T>C genotype and any change in statin therapy or arriving at a stable dose sooner in primary care. To be able to evaluate the predictive values of SLCO1B1 c.521T>C genotype on adverse drug reactions from statins, prospective data collection of actual adverse drug reactions and reasons to change statin treatment should be facilitated.
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Affiliation(s)
- Marleen E. Jansen
- Department of Clinical Genetics, Amsterdam Public Health Research Institute, Personalized Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Section Community Genetics, 1081 HV Amsterdam, The Netherlands
- Centre for Health Protection, National Institute for Public Health and the Environment, 3721 MA Bilthoven, The Netherlands
| | - Tessel Rigter
- Department of Clinical Genetics, Amsterdam Public Health Research Institute, Personalized Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Section Community Genetics, 1081 HV Amsterdam, The Netherlands
- Centre for Health Protection, National Institute for Public Health and the Environment, 3721 MA Bilthoven, The Netherlands
| | - Thom M. C. Fleur
- Department of Clinical Genetics, Amsterdam Public Health Research Institute, Personalized Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Section Community Genetics, 1081 HV Amsterdam, The Netherlands
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3508 TB Utrecht, The Netherlands
| | - Patrick C. Souverein
- Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3508 TB Utrecht, The Netherlands
| | - W. M. Monique Verschuren
- Centre for Nutrition, Prevention and Health Services, National Institute for Public Health and the Environment, 3721 MA Bilthoven, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, 3508 GA Utrecht, The Netherlands
| | - Susanne J. Vijverberg
- Department of Pulmonary Medicine and Amsterdam Public Health Research Institute, Personalized Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands
| | - Jesse J. Swen
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Centre, 2300 RC Leiden, The Netherlands
| | - Wendy Rodenburg
- Centre for Health Protection, National Institute for Public Health and the Environment, 3721 MA Bilthoven, The Netherlands
| | - Martina C. Cornel
- Department of Clinical Genetics, Amsterdam Public Health Research Institute, Personalized Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Section Community Genetics, 1081 HV Amsterdam, The Netherlands
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Shatnawi A, Kamran Z, Al-Share Q. Pharmacogenomics of lipid-lowering agents: the impact on efficacy and safety. Per Med 2022; 20:65-86. [DOI: 10.2217/pme-2022-0041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Hyperlipidemia is a significant risk factor for cardiovascular disease morbidity and mortality. The lipid-lowering drugs are considered the cornerstone of primary and secondary prevention of atherosclerotic cardiovascular disease. Unfortunately, the lack of efficacy and associated adverse effects, ranging from mild-to-moderate to potentially life-threatening, lead to therapy discontinuation. Numerous reports support the role of gene polymorphisms in drugs' pharmacokinetic parameters and their associated adverse reactions. Therefore, this study aims to understand the pharmacogenomics of lipid-lowering drugs and the impact of genetic variants of key genes on the drugs' efficacy and toxicity. Indeed, genetically guided lipid-lowering therapy enhances overall safety, improves drug adherence and achieves long-term therapy.
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Affiliation(s)
- Aymen Shatnawi
- Department of Drug Discovery & Biomedical Sciences, College of Pharmacy, Medical University of South Carolina, 70 President St., Room 402, Charleston, SC 29425, USA
| | - Zourayz Kamran
- Department of Pharmaceutical & Administrative Sciences, University of Charleston School of Pharmacy, 2300 MacCorkle Ave SE, Charleston, WV 25304, USA
| | - Qusai Al-Share
- Department of Clinical Pharmacy, Assistant Professor of Pharmacology & Therapeutics, Faculty of Pharmacy, Jordan University of Science & Technology, P.O. Box 3030, Irbid, 22110, Jordan
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Murphy WA, Lin N, Damask A, Schwartz GG, Steg PG, Szarek M, Banerjee P, Fazio S, Manvelian G, Pordy R, Shuldiner AR, Paulding C. Pharmacogenomic Study of Statin-Associated Muscle Symptoms in the ODYSSEY OUTCOMES Trial. Circ Genom Precis Med 2022; 15:e003503. [PMID: 35543701 PMCID: PMC9213083 DOI: 10.1161/circgen.121.003503] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Statin-associated muscle symptoms (SAMS) are the most frequently reported adverse events for statin therapies. Previous studies have reported an association between the p.Val174Ala missense variant in SLCO1B1 and SAMS in simvastatin-treated subjects; however, evidence for genetic predictors of SAMS in atorvastatin- or rosuvastatin-treated subjects is currently lacking.
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Affiliation(s)
- William A. Murphy
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill‚ Chapel Hill‚ NC (W.A.M.)
| | - Nan Lin
- Regeneron Genetics Center, Regeneron Pharmaceuticals Inc, Tarrytown, NY (N.L., A.D., P.B., S.F., G.M., R.P., A.R.S., C.P.)
| | - Amy Damask
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill‚ Chapel Hill‚ NC (W.A.M.)
| | | | - P. Gabriel Steg
- Université de Paris, Hôpital Bichat, Assistance Publique-Hôpitaux de Paris, Paris‚ INSERM U1148, France (P.G.S.)
| | - Michael Szarek
- University of Colorado School of Medicine, Aurora‚ CO (G.G.S., M.S.)
- Department of Biostatistics and Epidemiology, SUNY Downstate School of Public Health, Brooklyn, NY (M.S.)
- CPC Clinical Research, Aurora, CO (M.S.)
| | - Poulabi Banerjee
- Regeneron Genetics Center, Regeneron Pharmaceuticals Inc, Tarrytown, NY (N.L., A.D., P.B., S.F., G.M., R.P., A.R.S., C.P.)
| | - Sergio Fazio
- Regeneron Genetics Center, Regeneron Pharmaceuticals Inc, Tarrytown, NY (N.L., A.D., P.B., S.F., G.M., R.P., A.R.S., C.P.)
| | - Garen Manvelian
- Regeneron Genetics Center, Regeneron Pharmaceuticals Inc, Tarrytown, NY (N.L., A.D., P.B., S.F., G.M., R.P., A.R.S., C.P.)
| | - Robert Pordy
- Regeneron Genetics Center, Regeneron Pharmaceuticals Inc, Tarrytown, NY (N.L., A.D., P.B., S.F., G.M., R.P., A.R.S., C.P.)
| | - Alan R. Shuldiner
- Regeneron Genetics Center, Regeneron Pharmaceuticals Inc, Tarrytown, NY (N.L., A.D., P.B., S.F., G.M., R.P., A.R.S., C.P.)
| | - Charles Paulding
- Regeneron Genetics Center, Regeneron Pharmaceuticals Inc, Tarrytown, NY (N.L., A.D., P.B., S.F., G.M., R.P., A.R.S., C.P.)
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Dagli-Hernandez C, Borges JB, Marçal EDSR, de Freitas RCC, Mori AA, Gonçalves RM, Faludi AA, de Oliveira VF, Ferreira GM, Bastos GM, Zhou Y, Lauschke VM, Cerda A, Hirata MH, Hirata RDC. Genetic Variant ABCC1 rs45511401 Is Associated with Increased Response to Statins in Patients with Familial Hypercholesterolemia. Pharmaceutics 2022; 14:944. [PMID: 35631530 PMCID: PMC9144204 DOI: 10.3390/pharmaceutics14050944] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/28/2022] [Accepted: 04/19/2022] [Indexed: 11/16/2022] Open
Abstract
Statins are the first-line treatment for familial hypercholesterolemia (FH), but response is highly variable due to genetic and nongenetic factors. Here, we explored the association between response and genetic variability in 114 Brazilian adult FH patients. Specifically, a panel of 84 genes was analyzed by exon-targeted gene sequencing (ETGS), and the functional impact of variants in pharmacokinetic (PK) genes was assessed using an array of functionality prediction methods. Low-density lipoprotein cholesterol (LDL-c) response to statins (reduction ≥ 50%) and statin-related adverse event (SRAE) risk were assessed in carriers of deleterious variants in PK-related genes using multivariate linear regression analyses. Fifty-eight (50.8%) FH patients responded to statins, and 24 (21.0%) had SRAE. Results of the multivariate regression analysis revealed that ABCC1 rs45511401 significantly increased LDL-c reduction after statin treatment (p < 0.05). In silico analysis of the amino-acid change using molecular docking showed that ABCC1 rs45511401 possibly impairs statin efflux. Deleterious variants in PK genes were not associated with an increased risk of SRAE. In conclusion, the deleterious variant ABCC1 rs45511401 enhanced LDL-c response in Brazilian FH patients. As such, this variant might be a promising candidate for the individualization of statin therapy.
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Affiliation(s)
- Carolina Dagli-Hernandez
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
- Department of Physiology and Pharmacology, Karolinska Institutet, 171177 Stockholm, Sweden; (Y.Z.); (V.M.L.)
| | - Jéssica Bassani Borges
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
- Laboratory of Molecular Research in Cardiology, Institute Dante Pazzanese of Cardiology, Sao Paulo 04012-909, Brazil;
| | - Elisangela da Silva Rodrigues Marçal
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
- Laboratory of Molecular Research in Cardiology, Institute Dante Pazzanese of Cardiology, Sao Paulo 04012-909, Brazil;
| | - Renata Caroline Costa de Freitas
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
| | - Augusto Akira Mori
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
| | - Rodrigo Marques Gonçalves
- Medical Clinic Division, Institute Dante Pazzanese of Cardiology, Sao Paulo 04012-909, Brazil; (R.M.G.); (A.A.F.)
| | - Andre Arpad Faludi
- Medical Clinic Division, Institute Dante Pazzanese of Cardiology, Sao Paulo 04012-909, Brazil; (R.M.G.); (A.A.F.)
| | - Victor Fernandes de Oliveira
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
| | - Glaucio Monteiro Ferreira
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
| | - Gisele Medeiros Bastos
- Laboratory of Molecular Research in Cardiology, Institute Dante Pazzanese of Cardiology, Sao Paulo 04012-909, Brazil;
- Department of Teaching and Research, Real e Benemerita Associação Portuguesa de Beneficiencia, Sao Paulo 01323-001, Brazil
| | - Yitian Zhou
- Department of Physiology and Pharmacology, Karolinska Institutet, 171177 Stockholm, Sweden; (Y.Z.); (V.M.L.)
| | - Volker M. Lauschke
- Department of Physiology and Pharmacology, Karolinska Institutet, 171177 Stockholm, Sweden; (Y.Z.); (V.M.L.)
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstr. 112, 70376 Stuttgart, Germany
- University of Tuebingen, Geschwister-Scholl-Platz, 72074 Tübingen, Germany
| | - Alvaro Cerda
- Center of Excellence in Translational Medicine, CEMT-BIOREN & Department of Basic Sciences, Universidad de La Frontera, Av. Alemania 0458, Temuco 4810296, Chile;
| | - Mario Hiroyuki Hirata
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
| | - Rosario Dominguez Crespo Hirata
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; (J.B.B.); (E.d.S.R.M.); (R.C.C.d.F.); (A.A.M.); (V.F.d.O.); (G.M.F.); (M.H.H.)
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Pharmacogenomics of statins: lipid response and other outcomes in Brazilian cohorts. Pharmacol Rep 2021; 74:47-66. [PMID: 34403130 DOI: 10.1007/s43440-021-00319-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/21/2021] [Accepted: 07/30/2021] [Indexed: 01/20/2023]
Abstract
Statins are inhibitors of 3-hydroxy-3-methylglutaryl-CoA reductase, a key enzyme in cholesterol biosynthesis, that are highly effective in reducing plasma low-density lipoprotein (LDL) cholesterol and decreasing the risk of cardiovascular events. In recent years, a multitude of variants in genes involved in pharmacokinetics (PK) and pharmacodynamics (PD) have been suggested to influence the cholesterol-lowering response. However, the vast majority of studies have analyzed the pharmacogenetic associations in populations in Europe and the USA, whereas data in other populations, including Brazil, are mostly lacking. This narrative review provides an update of clinical studies on statin pharmacogenomics in Brazilian cohorts exploring lipid-lowering response, adverse events and pleiotropic effects. We find that variants in drug transporter genes (SLCO1B1 and ABCB1) positively impacted atorvastatin and simvastatin response, whereas variants in genes of drug metabolizing enzymes (CYP3A5) decreased response. Furthermore, multiple associations of variants in PD genes (HMGCR, LDLR and APOB) with statin response were identified. Few studies have explored statin-related adverse events, and only ABCB1 but not SLCO1B1 variants were robustly associated with increased risk in Brazil. Statin-related pleiotropic effects were shown to be influenced by variants in PD (LDLR, NR1H2) and antioxidant enzyme (NOS3, SOD2, MTHFR, SELENOP) genes. The findings of these studies indicate that statin pharmacogenomic associations are distinctly different in Brazil compared to other populations. This review also discusses the clinical implications of pharmacogenetic studies and the rising importance of investigating rare variants to explore their association with statin response.
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Liu Q, Wu H, Yu Z, Huang Q, Zhong Z. APOE gene ɛ4 allele (388C-526C) effects on serum lipids and risk of coronary artery disease in southern Chinese Hakka population. J Clin Lab Anal 2021; 35:e23925. [PMID: 34313350 PMCID: PMC8418481 DOI: 10.1002/jcla.23925] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 07/09/2021] [Accepted: 07/16/2021] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE To analyze the relationship of Apolipoprotein E (APOE) and solute carrier organic anion transporter family member 1B1 (SLCO1B1) gene polymorphisms with coronary artery disease (CAD). METHODS 1,129 CAD patients and 1,014 non-CAD controls were included in the study, and relevant information and medical records were collected. The single-nucleotide polymorphisms (SNPs) were analyzed, including rs429358, rs7412 in APOE gene and rs2306283, rs4149056 in SLCO1B1 gene. RESULTS The CAD patients' average age was 66.3 ± 10.7 years, while 65.5 ± 12.0 years in controls. The frequencies of APOE allele ɛ3, ɛ4, and ɛ2 were 83.01%, 10.08%, and 6.91% respectively. There were statistically significant differences in genotype ɛ3/ɛ4 (χ2 = 8.077, p = 0.005) in CAD patients compared with the controls. The SLCO1B1 genotype *1b/*1b and haplotype *1b showed the highest frequency in the study sample. Moreover, ε4 carriers had significantly lower HDL-C, Apo-A1 levels than ε3 carriers among CAD patients, while ε2 carriers showed lower LDL-C, Apo-B level, and higher Apo-A1/Apo-B level than ε3 and ε4 carriers. In controls, ε2 carriers showed lower LDL-C and Apo-B level, higher Apo-A1, and Apo-A1/Apo-B level than ε4 carriers. Logistic regression analysis showed that high LDL-C and Apo-B level, low HDL-C level, smoking, and the ε4 allele were risks for the presence of CAD. CONCLUSIONS APOE ε4 allele may be associated with susceptibility to CAD in southern Chinese Hakka population. It indicated that the APOE SNPs rs429358 and rs7412 are associated with CAD, but not SNPs rs2306283 and rs4149056 of SLCO1B1 gene.
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Affiliation(s)
- Qinghua Liu
- Center for Pathological Diagnostics, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China.,Guangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China.,Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China
| | - Heming Wu
- Guangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China.,Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China
| | - Zhikang Yu
- Guangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China.,Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China
| | - Qingyan Huang
- Guangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China.,Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China
| | - Zhixiong Zhong
- Guangdong Provincial Key Laboratory of Precision Medicine and Clinical Translational Research of Hakka Population, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China.,Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital (Huangtang Hospital), Meizhou Academy of Medical Sciences, Meizhou, China
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9
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de Beer R, Outhoff K, Phulukdaree A, Soma P. Prevalence of SLCO1B1 single nucleotide variations and their association with hypercholesterolaemia in hypercholesterolemic patients in Gauteng, South Africa. Xenobiotica 2021; 51:949-959. [PMID: 34154510 DOI: 10.1080/00498254.2021.1945165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Statins, the standard treatment for hypercholesterolaemia, among the most widely prescribed, have been associated with side effects, including statin intolerance. The aim of this study was to determine the background prevalence of SLCO1B1 SNVs in a randomly selected sample and to investigate if there are associations between SLCO1B1 SNVs and hypercholesterolaemia patients on statin therapy.Using Polymerase Chain Reaction - Restriction Fragment Length Polymorphism, the presence of SLCO1B1 SNVs (rs4149056, rs2306283 and rs4363657) was identified, while ELISA was used to quantify serum CK levels. Statin intolerance risk was calculated using a quantitative questionnaire.The risk of developing statin intolerance was found to be low (in 36%), moderate (in 49%), or high (in 15%) in the statin-treated group. The prevalence of the rs4149056 variant was 16% in (controls) and 20% in (statin) group; rs2306283 variant was present in 31.5% (controls), 10.5% in (statin) group; while the prevalence of the rs4363657 variant was similar in each. No association between the presence of any one of the SNVs and the statin intolerance severity risk score or CK elevation was found.These findings will facilitate a more personalized approach to statin therapy, especially relevant within the diverse South African population.
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Affiliation(s)
- Rene de Beer
- Department of Pharmacology, School of Medicine, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Kim Outhoff
- Department of Pharmacology, School of Medicine, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Alisa Phulukdaree
- Department of Physiology, School of Medicine, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Prashilla Soma
- Department of Anatomy, School of Medicine, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
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10
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Abstract
PURPOSE OF REVIEW To collect evidence on statin pharmacogenomics, and review what is known in this field for familial hypercholesterolemia (FH) patients. RECENT FINDINGS There are well-known associations between specific single nucleotide polymorphisms involved in statin transport and metabolism and either adverse effects or altered lipid-lowering efficacy. However, the applicability of this knowledge is uncertain, especially in high-risk populations. There are alternative approaches to study plasma concentrations of statins and new insights on why some association studies fail to be replicated. SUMMARY Statin therapy recommendations are not always followed in primary and secondary prevention and, even when followed, patients often fail to reach therapeutic target values. Considering the stringent 2019 European Atherosclerosis Society and European Society of Cardiology recommended target lipid levels, as well as the persistently high cost for alternative lipid-lowering therapies such as PCSK9 inhibitors, the variability in low-density lipoprotein cholesterol reductions on statin therapy is still an important factor that needs to be addressed to ensure better cardiovascular disease risk management, especially for FH patients, who have not been well studied historically in this context.
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Affiliation(s)
- Joana Rita Chora
- Instituto Nacional de Saúde Doutor Ricardo Jorge
- Biosystems and Integrative Sciences Institute, Lisbon, Portugal
| | - Mafalda Bourbon
- Instituto Nacional de Saúde Doutor Ricardo Jorge
- Biosystems and Integrative Sciences Institute, Lisbon, Portugal
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11
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Turongkaravee S, Jittikoon J, Lukkunaprasit T, Sangroongruangsri S, Chaikledkaew U, Thakkinstian A. A systematic review and meta-analysis of genotype-based and individualized data analysis of SLCO1B1 gene and statin-induced myopathy. THE PHARMACOGENOMICS JOURNAL 2021; 21:296-307. [PMID: 33608664 PMCID: PMC8159730 DOI: 10.1038/s41397-021-00208-w] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 12/05/2020] [Accepted: 01/15/2021] [Indexed: 01/31/2023]
Abstract
This meta-analysis was conducted to determine the genotypic effects of rs4149056 and rs2306283 polymorphism in SLCO1B1 gene on myopathy in patients with statin. Studies were searched using multiple databases and selected following inclusion criteria. Two reviewers independently performed data extraction and assessments for risk of bias. Fixed-or-random-effect was applied to pool allele frequency/effects. Mixed-effect logit model was used to pool genotypic effects using individual patient data. Heterogeneity and publication bias were explored. Fourteen studies were pooled for rs4149056; the minor C allele frequency were 15% in Caucasians and 14% in Asians. Six studies were pooled for rs2306283; the minor G allele frequency was 34% in Caucasian and 75% in Asians. Genotypic effects of rs4149056 polymorphism in Caucasians indicated that statin users who carried CC and TC genotypes had a significantly higher risk of myopathy than those who carried TT genotype, with a pooled odds ratio (OR) of 2.9 (95% confidence interval, 1.59, 5.34) and 1.6 (1.20, 2.16), respectively. For subgroup analysis, CC and TC genotypes also suggested a higher risk of myopathy in simvastatin users [OR = 2.8 (1.17, 6.77) and OR = 1.8 (1.15, 2.77), respectively] and in atorvastatin users [OR = 4.0 (1.23, 12.63) and OR = 2.0 (1.11, 3.52), respectively] than those who carried TT genotype. There was no significant association between rs2306283 polymorphism and myopathy in Caucasians and Asians. There was no evidence of publication bias for both polymorphisms.
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Affiliation(s)
- Saowalak Turongkaravee
- grid.10223.320000 0004 1937 0490Social, Economic and Administrative Pharmacy (SEAP) Graduate Program, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Jiraphun Jittikoon
- grid.10223.320000 0004 1937 0490Department of Biochemistry, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Thitiya Lukkunaprasit
- grid.10223.320000 0004 1937 0490Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Sermsiri Sangroongruangsri
- grid.10223.320000 0004 1937 0490Social and Administrative Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Usa Chaikledkaew
- grid.10223.320000 0004 1937 0490Social and Administrative Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand ,grid.10223.320000 0004 1937 0490Mahidol University Health Technology Assessment (MUHTA) Graduate Program, Mahidol University, Bangkok, Thailand
| | - Ammarin Thakkinstian
- grid.10223.320000 0004 1937 0490Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand ,grid.10223.320000 0004 1937 0490Mahidol University Health Technology Assessment (MUHTA) Graduate Program, Mahidol University, Bangkok, Thailand
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12
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Rollinson V, Turner R, Pirmohamed M. Pharmacogenomics for Primary Care: An Overview. Genes (Basel) 2020; 11:E1337. [PMID: 33198260 PMCID: PMC7696803 DOI: 10.3390/genes11111337] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 11/02/2020] [Accepted: 11/04/2020] [Indexed: 12/11/2022] Open
Abstract
Most of the prescribing and dispensing of medicines happens in primary care. Pharmacogenomics (PGx) is the study and clinical application of the role of genetic variation on drug response. Mounting evidence suggests PGx can improve the safety and/or efficacy of several medications commonly prescribed in primary care. However, implementation of PGx has generally been limited to a relatively few academic hospital centres, with little adoption in primary care. Despite this, many primary healthcare providers are optimistic about the role of PGx in their future practice. The increasing prevalence of direct-to-consumer genetic testing and primary care PGx studies herald the plausible gradual introduction of PGx into primary care and highlight the changes needed for optimal translation. In this article, the potential utility of PGx in primary care will be explored and on-going barriers to implementation discussed. The evidence base of several drug-gene pairs relevant to primary care will be outlined with a focus on antidepressants, codeine and tramadol, statins, clopidogrel, warfarin, metoprolol and allopurinol. This review is intended to provide both a general introduction to PGx with a more in-depth overview of elements relevant to primary care.
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13
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Xiang Q, Zhang XD, Mu GY, Wang Z, Liu ZY, Xie QF, Hu K, Zhang Z, Ma LY, Jiang J, Cui YM. Correlation between single-nucleotide polymorphisms and statin-induced myopathy: a mixed-effects model meta-analysis. Eur J Clin Pharmacol 2020; 77:569-581. [PMID: 33150478 DOI: 10.1007/s00228-020-03029-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Accepted: 10/21/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE A meta-analysis was performed to evaluate the correlation between single-nucleotide polymorphisms (SNPs) and risk of statin-induced myopathy (SIM). METHODS We retrieved the studies published on SIM until April 2019 from the PubMed, Embase, and Cochrane Library databases. We collected data from 32 studies that analyzed 10 SNPs in five genes and included 21,692 individuals and nine statins. RESULTS The analysis of the heterozygous (p = 0.017), homozygous (p = 0.002), dominant (p = 0.005), and recessive models (p = 0.009) of SLCO1B1 rs4149056 showed that this SNP increases the risk of SIM. Conversely, heterozygous (p = 0.048) and dominant models (p = 0.030) of SLCO1B1 rs4363657 demonstrated that this SNP is associated with a reduced risk of SIM. Moreover, an increased risk of SIM was predicted for carriers of the rs4149056 C allele among simvastatin-treated patients, whereas carriers of the GATM rs9806699 A allele among rosuvastatin-treated patients had a lower risk of SIM. CONCLUSION The meta-analysis revealed that the rs4149056 and rs4363657 SNPs in SLCO1B1 and the rs9806699 SNP in GATM are correlated with the risk of SIM.
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Affiliation(s)
- Qian Xiang
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Xiao-Dan Zhang
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Guang-Yan Mu
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Zhe Wang
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Zhi-Yan Liu
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Qiu-Fen Xie
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Kun Hu
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Zhuo Zhang
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Ling-Yue Ma
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China
| | - Jie Jiang
- Department of Cardiology, Peking University First Hospital, Beijing, 100034, China
| | - Yi-Min Cui
- Department of Pharmacy, Peking University First Hospital, Beijing, 100034, China. .,, Beijing, China.
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14
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The impact of statins on physical activity and exercise capacity: an overview of the evidence, mechanisms, and recommendations. Eur J Appl Physiol 2020; 120:1205-1225. [PMID: 32248287 DOI: 10.1007/s00421-020-04360-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Accepted: 03/24/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE Statins are among the most widely prescribed medications worldwide. Considered the 'gold-standard' treatment for cardiovascular disease (CVD), statins inhibit HMG-CoA reductase to ultimately reduce serum LDL-cholesterol levels. Unfortunately, the main adverse event of statin use is the development of muscle-associated problems, referred to as SAMS (statin-associated muscle symptoms). While regular moderate physical activity also decreases CVD risk, there is apprehension that physical activity may induce and/or exacerbate SAMS. While much work has gone into identifying the epidemiology of SAMS, only recent research has focused on the extent to which these muscle symptoms are accompanied by functional declines. The purpose of this review is to provide an overview of possible mechanisms underlying SAMS and summarize current evidence regarding the relationship between statin treatment, physical activity, exercise capacity, and SAMS development. METHODS PubMed and Google Scholar databases were used to search the most relevant and up-to-date peer-reviewed research on the topic. RESULTS The mechanism(s) behind SAMS, including altered mitochondrial metabolism, reduced coenzyme Q10 levels, reduced vitamin D levels, impaired calcium homeostasis, elevated extracellular glutamate, and genetic polymorphisms, still lack consensus and remain up for debate. Our summation of the evidence leads us to suggest that the etiology of SAMS development is likely multifactorial. Our review also demonstrates that there is limited evidence for statins impairing exercise adaptations or reducing exercise capacity for the majority of the investigated populations. CONCLUSION The available evidence indicates that the benefits of engaging in physical activity while on statin medication largely outweigh the risks.
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15
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Zhang L, Lv H, Zhang Q, Wang D, Kang X, Zhang G, Li X. Association of SLCO1B1 and ABCB1 Genetic Variants with Atorvastatin-induced Myopathy in Patients with Acute Ischemic Stroke. Curr Pharm Des 2020; 25:1663-1670. [PMID: 31298164 DOI: 10.2174/1381612825666190705204614] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Accepted: 06/25/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Certain patients experience muscle-related adverse effects after taking atorvastatin. Genetic factors play an important role in the occurrence of statin-induced myopathy. AIM We aimed to identify genetic variants associated with statin-induced myotoxicity. METHODS We prospectively enrolled 1,102 acute ischemic stroke patients who underwent atorvastatin treatment for the first time after admission. Patients were separated into case and control groups after a follow-up of 3 months. We used a biochemical definition of myopathy consisting of serum creatine kinase values more than ten times the upper limit of normal for the reference laboratory (150 U/L). Fifty single nucleotide polymorphisms (SNPs) from seven genes of ABCB1, CoQ2, HTR3B, RYR2, CYP3A5, HTR7 and SLCO1B1 were selected and genotyped. The effects of genetic polymorphisms on myopathy were observed. RESULTS 61 cases and 110 controls were recruited in the study. Compared with the controls, the cases had a significant higher mutant frequency of the allele A (ABCB1, rs2373588) (OR = 2.01, 95%CI = 1.10-3.67, P = 0.001) and a significant lower mutant frequency of the allele A (SLCO1B1, rs976754) (OR = 1.85, 95%CI = 1.12-3.03, P = 0.042). Genotypes or alleles of the other SNPs had no significant difference between the two groups (P > 0.05). CONCLUSION Our findings reveal that SLCO1B1 and ABCB1 genetic variants are associated with statin-induced myopathy. These are valuable biomarkers for the evaluation of atorvastatin safety.
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Affiliation(s)
- Limin Zhang
- Laboratory Diagnosis Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.,Beijing Engineering Research Center of Immunological Reagents Clinical Research, Beijing 100070, China
| | - Hong Lv
- Laboratory Diagnosis Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.,Beijing Engineering Research Center of Immunological Reagents Clinical Research, Beijing 100070, China
| | - Qian Zhang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Dongzhi Wang
- Laboratory Diagnosis Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.,Beijing Engineering Research Center of Immunological Reagents Clinical Research, Beijing 100070, China
| | - Xixiong Kang
- Laboratory Diagnosis Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.,Beijing Engineering Research Center of Immunological Reagents Clinical Research, Beijing 100070, China
| | - Guojun Zhang
- Laboratory Diagnosis Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.,Beijing Engineering Research Center of Immunological Reagents Clinical Research, Beijing 100070, China
| | - Xingang Li
- Department of Pharmacy, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China
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16
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Turner RM, Pirmohamed M. Statin-Related Myotoxicity: A Comprehensive Review of Pharmacokinetic, Pharmacogenomic and Muscle Components. J Clin Med 2019; 9:jcm9010022. [PMID: 31861911 PMCID: PMC7019839 DOI: 10.3390/jcm9010022] [Citation(s) in RCA: 118] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/17/2019] [Accepted: 12/18/2019] [Indexed: 02/06/2023] Open
Abstract
Statins are a cornerstone in the pharmacological prevention of cardiovascular disease. Although generally well tolerated, a small subset of patients experience statin-related myotoxicity (SRM). SRM is heterogeneous in presentation; phenotypes include the relatively more common myalgias, infrequent myopathies, and rare rhabdomyolysis. Very rarely, statins induce an anti-HMGCR positive immune-mediated necrotizing myopathy. Diagnosing SRM in clinical practice can be challenging, particularly for mild SRM that is frequently due to alternative aetiologies and the nocebo effect. Nevertheless, SRM can directly harm patients and lead to statin discontinuation/non-adherence, which increases the risk of cardiovascular events. Several factors increase systemic statin exposure and predispose to SRM, including advanced age, concomitant medications, and the nonsynonymous variant, rs4149056, in SLCO1B1, which encodes the hepatic sinusoidal transporter, OATP1B1. Increased exposure of skeletal muscle to statins increases the risk of mitochondrial dysfunction, calcium signalling disruption, reduced prenylation, atrogin-1 mediated atrophy and pro-apoptotic signalling. Rare variants in several metabolic myopathy genes including CACNA1S, CPT2, LPIN1, PYGM and RYR1 increase myopathy/rhabdomyolysis risk following statin exposure. The immune system is implicated in both conventional statin intolerance/myotoxicity via LILRB5 rs12975366, and a strong association exists between HLA-DRB1*11:01 and anti-HMGCR positive myopathy. Epigenetic factors (miR-499-5p, miR-145) have also been implicated in statin myotoxicity. SRM remains a challenge to the safe and effective use of statins, although consensus strategies to manage SRM have been proposed. Further research is required, including stringent phenotyping of mild SRM through N-of-1 trials coupled to systems pharmacology omics- approaches to identify novel risk factors and provide mechanistic insight.
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17
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Streja E, Streja DA, Soohoo M, Kleine CE, Hsiung JT, Park C, Moradi H. Precision Medicine and Personalized Management of Lipoprotein and Lipid Disorders in Chronic and End-Stage Kidney Disease. Semin Nephrol 2019; 38:369-382. [PMID: 30082057 DOI: 10.1016/j.semnephrol.2018.05.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Precision medicine is an emerging field that calls for individualization of treatment strategies based on characteristics unique to each patient. In lipid management, current guidelines are driven mainly by clinical trial results that presently indicate that patients with non-dialysis-dependent chronic kidney disease (CKD) should be treated with a β-hydroxy β-methylglutaryl-CoA reductase inhibitor, also known as statin therapy. For patients with end-stage kidney disease (ESKD) being treated with hemodialysis, statin therapy has not been shown to successfully reduce poor outcomes in trials and therefore is not recommended. The two major guidelines dissent on whether statin therapy should be of moderate or high intensity in non-dialysis-dependent CKD patients, but often leave the prescribing clinician to make that decision. These decisions often are complicated by the increased concerns for adverse events such as myopathies in patients with advanced kidney disease and ESKD. In the future, there may be an opportunity to further identify CKD and ESKD patients who are more likely to benefit from lipid-modifying therapy as opposed to those who likely will suffer from its side effects using precision medicine tools. For now, data from genetics studies and subgroup analyses may provide insight for future research directions in this field and we review some of the work that has been published in this regard.
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Affiliation(s)
- Elani Streja
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine Medical Center, Orange, CA.; Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, CA..
| | - Dan A Streja
- Division of Endocrinology, Diabetes and Metabolism, West Los Angeles VA Medical Center, Greater Los Angeles VA Healthcare System, Los Angeles, CA
| | - Melissa Soohoo
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine Medical Center, Orange, CA.; Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, CA
| | - Carola-Ellen Kleine
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine Medical Center, Orange, CA.; Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, CA
| | - Jui-Ting Hsiung
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine Medical Center, Orange, CA.; Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, CA
| | - Christina Park
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine Medical Center, Orange, CA.; Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, CA
| | - Hamid Moradi
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine Medical Center, Orange, CA.; Nephrology Section, Tibor Rubin Veterans Affairs Medical Center, Long Beach, CA
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18
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Rodrigues-Soares F, Suarez-Kurtz G. Pharmacogenomics research and clinical implementation in Brazil. Basic Clin Pharmacol Toxicol 2019; 124:538-549. [PMID: 30589990 DOI: 10.1111/bcpt.13196] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 12/17/2018] [Indexed: 12/23/2022]
Abstract
We searched PubMed entries and the Lattes database of Brazilian Pharmacogenetics Network investigators, for pharmacogenetic/genomic (PGx) studies in the Brazilian population, focusing on the drugs and genes included in the Clinical Pharmacogenetics Implementation Consortium (CPIC) guidelines. Warfarin was the most extensively studied drug in a PGx context: a genomewide association study targeting warfarin stable dose identified significant signals in VKORC1 and CYP2C9, several PGx dosing algorithms were developed based on these and other genes, and the implications of population admixture on extrapolation of dosing recommendations in the CPIC guidelines were examined. A study in renal transplanted patients disclosed association of CYP3A5*6 and CYP3A5*7 with tacrolimus dosing, which led to addition of these variants to CYP3A5*3 in the CPIC tacrolimus guideline. Studies verified predisposition of HIV-positive carriers of UGT1A1*28 to severe atazanavir-induced hyperbilirubinaemia, intolerance to 5-fluorouracyl in gastrointestinal cancer patients with deleterious DPYD variants, failure of HCV-infected carriers of IFNL3 rs12979860 to obtain a sustained viral response to PEG-IFN-α, and hypersensitivity reactions to abacavir in HIV-positive carriers of HLA-B*57:01. No prospective analyses of drug therapy outcomes or cost-effectiveness assessments of PGx-guided therapy were found. In conclusion, the limited adoption of PGx-informed drug prescription in Brazil reflects combination of recognized barriers to PGx implementation worldwide plus factors specific to the Brazilian population. The latter include rarity/absence of genetic variants on which international PGx guidelines are based (eg HLA-B*15.02 for phenytoin and carbamazepine) and the caveat of extrapolating to the admixed Brazilian population, guidelines based on categorical variables, such as continental ancestry (eg warfarin guidelines), "race" or ethnicity.
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20
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Hirata RDC, Cerda A, Genvigir FDV, Hirata MH. Pharmacogenetic implications in the management of metabolic diseases in Brazilian populations. BRAZ J PHARM SCI 2018. [DOI: 10.1590/s2175-97902018000001005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
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Isackson PJ, Wang J, Zia M, Spurgeon P, Levesque A, Bard J, James S, Nowak N, Lee TK, Vladutiu GD. RYR1 and CACNA1S genetic variants identified with statin-associated muscle symptoms. Pharmacogenomics 2018; 19:1235-1249. [PMID: 30325262 PMCID: PMC6563124 DOI: 10.2217/pgs-2018-0106] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 08/31/2018] [Indexed: 11/21/2022] Open
Abstract
AIM To examine the genetic differences between subjects with statin-associated muscle symptoms and statin-tolerant controls. MATERIALS & METHODS Next-generation sequencing was used to characterize the exomes of 76 subjects with severe statin-associated muscle symptoms and 50 statin-tolerant controls. RESULTS 12 probably pathogenic variants were found within the RYR1 and CACNA1S genes in 16% of cases with severe statin-induced myopathy representing a fourfold increase over variants found in statin-tolerant controls. Subjects with probably pathogenic RYR1 or CACNA1S variants had plasma CK 5X to more than 400X the upper limit of normal in addition to having muscle symptoms. CONCLUSIONS Genetic variants within the RYR1 and CACNA1S genes are likely to be a major contributor to the susceptibility to statin-associated muscle symptoms.
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Affiliation(s)
- Paul J Isackson
- Department of Pediatrics, State University of New York at Buffalo, NY 14203, USA
| | - Jianxin Wang
- Center for Computational Research, State University of New York at Buffalo, NY 14203, USA
| | - Mohammad Zia
- Center for Computational Research, State University of New York at Buffalo, NY 14203, USA
| | - Paul Spurgeon
- Center for Computational Research, State University of New York at Buffalo, NY 14203, USA
| | - Adrian Levesque
- Center for Computational Research, State University of New York at Buffalo, NY 14203, USA
| | - Jonathan Bard
- Center for Computational Research, State University of New York at Buffalo, NY 14203, USA
| | - Smitha James
- New York State Center of Excellence in Bioinformatics & Life Sciences, State University of New York at Buffalo, Buffalo, NY 14203, USA
| | - Norma Nowak
- New York State Center of Excellence in Bioinformatics & Life Sciences, State University of New York at Buffalo, Buffalo, NY 14203, USA
- Department of Biochemistry, Jacobs School of Medicine & Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY 14203, USA
| | - Tae Keun Lee
- Department of Pediatrics, State University of New York at Buffalo, NY 14203, USA
| | - Georgirene D Vladutiu
- Department of Pediatrics, State University of New York at Buffalo, NY 14203, USA
- Departments of Neurology & Pathology & Anatomical Sciences, University at Buffalo, Buffalo, NY 14214, USA
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Evaluation of serum SLCO1B1 levels and genetic variants of SLCO1B1 rs4149056 and rs2306283 in patients with early and exudative age-related macular degeneration. Gene 2018; 676:139-145. [DOI: 10.1016/j.gene.2018.07.031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Revised: 06/18/2018] [Accepted: 07/11/2018] [Indexed: 01/10/2023]
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23
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Wu X, Gong C, Weinstock J, Cheng J, Hu S, Venners SA, Hsu YH, Wu S, Zha X, Jiang S, Li Y, Pan F, Xu X. Associations of the SLCO1B1 Polymorphisms With Hepatic Function, Baseline Lipid Levels, and Lipid-lowering Response to Simvastatin in Patients With Hyperlipidemia. Clin Appl Thromb Hemost 2018; 24:240S-247S. [PMID: 30336686 PMCID: PMC6714829 DOI: 10.1177/1076029618805863] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Our goal was to examine the associations of the 388A>G and 521T>C polymorphisms in
the solute carrier organic anion transporter 1B1 (SLCO1B1) gene with hepatic function,
baseline lipid levels, and the lipid-lowering efficiency of simvastatin. We recruited 542
patients with hyperlipidemia. The 388A>G and 521T>C polymorphisms were genotyped.
Serum alanine aminotransferase (ALT) and aspartate transaminase (AST), Serum triglyceride
(TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and
high-density lipoprotein cholesterol (HDL-C) levels were measured before and after an oral
20-mg dose of simvastatin. Individuals with the 388AA genotype had higher ALT and AST
levels than those with the 388AG or 388GG genotypes (P = .037 and P = .002, respectively).
Individuals with both the 388AA and the 521TT genotypes had the highest levels of ALT and
AST (P = .001 and P = .001, respectively). Moreover, we divided all patients into normal
and abnormal subgroups based on elevated ALT and AST values (≥ 40 U/L), participants in
the abnormal subgroup had a higher frequency of the 388A/521T haplotype and a lower
frequency of the 388G/521T haplotype compared to those in the normal subgroup. In
addition, compared to 388G allele and 521C allele carriers, individuals with the 388G
allele and 521TT genotype carriers had greater TC and LDL-C reduction in response to
simvastatin after 4 weeks of treatment. Our conclusion suggests that the interaction
between the SLCO1B1 388A>G and 521T>C polymorphisms could be an important genetic
determinant of hepatic function and the therapeutic efficiency of simvastatin in Chinese
patients with hyperlipidemia.
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Affiliation(s)
- Xiangyu Wu
- School of Life Sciences, Anhui University, Hefei, China.,Institute of Physical Science and Information Technology, Anhui University, Hefei, China
| | - Chen Gong
- School of Life Sciences, Anhui University, Hefei, China
| | - Justin Weinstock
- Department of Statistics, University of Virginia, Charlottesville, VA, USA
| | - Jun Cheng
- School of Life Sciences, Anhui University, Hefei, China
| | - Shengnan Hu
- School of Life Sciences, Anhui University, Hefei, China
| | - Scott A Venners
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Yi-Hsiang Hsu
- Institute for Aging Research, HSL and Harvard Medical School, Boston, MA, USA.,Molecular and Integrative Physiological Sciences Program, Harvard School of Public Health, Boston, MA, USA
| | - Suwen Wu
- School of Life Sciences, Anhui University, Hefei, China
| | - Xiangdong Zha
- School of Life Sciences, Anhui University, Hefei, China
| | - Shanqun Jiang
- School of Life Sciences, Anhui University, Hefei, China.,Institute of Physical Science and Information Technology, Anhui University, Hefei, China.,Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Yong Li
- School of Life Sciences, Anhui University, Hefei, China
| | - Faming Pan
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Xiping Xu
- Institute of Biomedicine, Anhui Medical University, Hefei, China.,Renal Division, Nanfang Hospital, Southern Medical University, National Clinical Research Study Center for Kidney Disease, State Key Laboratory for Organ Failure Research, Guangzhou, China
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24
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Association between SLCO1B1 T521C polymorphism and risk of statin-induced myopathy: a meta-analysis. THE PHARMACOGENOMICS JOURNAL 2018; 18:721-729. [DOI: 10.1038/s41397-018-0054-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 07/20/2018] [Accepted: 08/10/2018] [Indexed: 12/22/2022]
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25
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Kaewboonlert N, Thitisopee W, Sirintronsopon W, Porntadavity S, Jeenduang N. Lack of association between SLCO1B1 polymorphisms and lipid-lowering response to simvastatin therapy in Thai hypercholesterolaemic patients. J Clin Pharm Ther 2018; 43:647-655. [PMID: 29575099 DOI: 10.1111/jcpt.12682] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Accepted: 02/23/2018] [Indexed: 01/03/2023]
Abstract
WHAT IS KNOWN SLCO1B1 polymorphisms have been reported to affect the responses to statin therapy. However, the association of these polymorphisms and lipid-lowering responses has been inconsistent. OBJECTIVE To investigate the effect of SLCO1B1 c.388A>G, c.521T>C and g.89595T>C polymorphisms on the lipid-lowering response to simvastatin therapy in Thai hypercholesterolaemic patients. METHODS Three hundred and 91 hypercholesterolaemic patients in Southern Thailand were enrolled and treated with simvastatin 20 or 40 mg per day. Among them, 191 and 200 patients were treated for 3 and 12 months, respectively. Serum lipids were measured before and after the treatment. SLCO1B1 c.388A>G, c.521T>C and g.89595T>C polymorphisms were analysed using polymerase chain reaction-high-resolution melting (PCR-HRM). RESULTS The allele frequencies of the SLCO1B1 c.388A>G, c.521T>C and g.89595T>C polymorphisms in Thai hypercholesterolaemic patients were 74.9%, 11.8% and 37.2%, respectively. After treatment with 20-40 mg simvastatin daily for 3 and 12 months, TC, TG and LDL-C concentrations were significantly lower than at baseline (P < .05). However, there was no a significant change in serum HDL-C after simvastatin treatment for 3 and 12 months (P > .05). Moreover, there was no association between SLCO1B1 c.388A>G, c.521T>C and g.89595T>C polymorphisms and lipid-lowering response to 3 and 12 months of either 20 or 40 mg/day simvastatin treatment. WHAT IS NEW AND CONCLUSION SLCO1B1 c.388A>G, c.521T>C and g.89595T>C polymorphisms may not be useful as genetic markers of lipid-lowering response to simvastatin therapy in Thai hypercholesterolaemic patients.
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Affiliation(s)
- N Kaewboonlert
- School of Allied Health Sciences, Walailak University, Nakhon Si Thammarat, Thailand
| | - W Thitisopee
- Department of Medicine, Thasala Hospital, Nakhon Si Thammarat, Thailand
| | | | - S Porntadavity
- Faculty of Medical Technology, Department of Clinical Chemistry, Mahidol University, Bangkok, Thailand
| | - N Jeenduang
- School of Allied Health Sciences, Walailak University, Nakhon Si Thammarat, Thailand
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26
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Wagner JB, Abdel-Rahman S, Van Haandel L, Gaedigk A, Gaedigk R, Raghuveer G, Kauffman R, Leeder JS. Impact of SLCO1B1 Genotype on Pediatric Simvastatin Acid Pharmacokinetics. J Clin Pharmacol 2018; 58:823-833. [PMID: 29469964 DOI: 10.1002/jcph.1080] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 12/21/2017] [Indexed: 11/08/2022]
Abstract
This study investigated the impact of allelic variation in SLCO1B1, a gene encoding for the liver-specific solute carrier organic anion transporter family member 1B1 protein (SLCO1B1), on simvastatin and simvastatin acid (SVA) systemic exposure in children and adolescents. Participants (8-20 years old) with at least 1 variant SLCO1B1 c.521T>C allele (521TC, n = 15; 521CC, n = 2) and 2 wild-type alleles (521TT, n = 15) completed a single oral dose pharmacokinetic study. At equivalent doses, SVA exposure was 6.3- and 2.5-fold greater in 521CC and TC genotypes relative to 521TT (Cmax , 2.1 ± 0.2 vs 1.0 ± 0.5 vs 0.4 ± 0.3 ng/mL; P < .0001; and AUC, 12.1 ± 0.3 vs 4.5 ± 2.5 vs 1.9 ± 1.8 ng·h/mL; P < .0001). The impact of the SLCO1B1 c.521 genotype was more pronounced in children, although considerable interindividual variability in SVA exposure was observed within genotype groups. In addition, SVA systemic exposure was negligible in 25% of pediatric participants. Further investigation of the ontogeny and genetic variation of SVA formation and SLCO1B1-mediated hepatic uptake is necessary to better understand the variability in SVA exposure in children and its clinical consequences.
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Affiliation(s)
- Jonathan B Wagner
- Ward Family Heart Center, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Division of Clinical Pharmacology, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - Susan Abdel-Rahman
- Division of Clinical Pharmacology, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - Leon Van Haandel
- Division of Clinical Pharmacology, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - Andrea Gaedigk
- Division of Clinical Pharmacology, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - Roger Gaedigk
- Division of Clinical Pharmacology, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - Geetha Raghuveer
- Ward Family Heart Center, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - Ralph Kauffman
- Division of Clinical Pharmacology, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - J Steven Leeder
- Division of Clinical Pharmacology, Medical Toxicology and Therapeutic Innovation, Children's Mercy, Kansas City, MO, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
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27
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Bakar NS, Neely D, Avery P, Brown C, Daly AK, Kamali F. Genetic and Clinical Factors Are Associated With Statin-Related Myotoxicity of Moderate Severity: A Case-Control Study. Clin Pharmacol Ther 2017; 104:178-187. [PMID: 28940218 DOI: 10.1002/cpt.887] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Revised: 09/18/2017] [Accepted: 09/19/2017] [Indexed: 01/04/2023]
Abstract
We evaluated the contribution of patient-specific clinical and genetic factors to statin-related muscle toxicity (SRM) without a significant creatine kinase elevation (125 cases related to simvastatin or atorvastatin and 481 controls). The association between 12 single nucleotide polymorphisms (SNPs) in nine candidate genes and clinical factors with SRM was evaluated. Of the 12 SNPs genotyped, only rs4149056 in SLCO1B1 was associated with SRM in univariate analysis (with any statin, odd ratio (OR) = 1.73, 95% confidence interval (CI) = 1.14-2.62, P = 0.010) and this association was influenced by sex (P = 0.006) and BMI (P = 0.02). In multivariate and binary logistic regression analyses, SLCO1B1 rs4149056 genotype (OR = 1.66, 95% CI: 1.08-2.54, P = 0.014) and sex (OR = 1.72, 95% CI = 1.15-2.59, P = 0.006) were independently associated with muscle toxicity related to statin treatment. Patient-specific genetic and clinical factors associated with increased systemic exposure to statins are implicated in the full spectrum of SRM, including myalgia in addition to severe myopathy.
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Affiliation(s)
| | - Dermot Neely
- Department of Clinical Biochemistry, Newcastle upon Tyne Hospitals Foundation Trust, Newcastle, UK
| | - Peter Avery
- School of Mathematics and Statistics, Newcastle University, Newcastle, UK
| | - Colin Brown
- Institute for Cell and Molecular Biosciences, Newcastle University, Newcastle, UK
| | - Ann K Daly
- Institute of Cellular Medicine, Newcastle University, Newcastle, UK
| | - Farhad Kamali
- Institute of Cellular Medicine, Newcastle University, Newcastle, UK
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28
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Jansen ME, Rigter T, Rodenburg W, Fleur TMC, Houwink EJF, Weda M, Cornel MC. Review of the Reported Measures of Clinical Validity and Clinical Utility as Arguments for the Implementation of Pharmacogenetic Testing: A Case Study of Statin-Induced Muscle Toxicity. Front Pharmacol 2017; 8:555. [PMID: 28878673 PMCID: PMC5572384 DOI: 10.3389/fphar.2017.00555] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Accepted: 08/07/2017] [Indexed: 12/19/2022] Open
Abstract
Advances from pharmacogenetics (PGx) have not been implemented into health care to the expected extent. One gap that will be addressed in this study is a lack of reporting on clinical validity and clinical utility of PGx-tests. A systematic review of current reporting in scientific literature was conducted on publications addressing PGx in the context of statins and muscle toxicity. Eighty-nine publications were included and information was selected on reported measures of effect, arguments, and accompanying conclusions. Most authors report associations to quantify the relationship between a genetic variation an outcome, such as adverse drug responses. Conclusions on the implementation of a PGx-test are generally based on these associations, without explicit mention of other measures relevant to evaluate the test's clinical validity and clinical utility. To gain insight in the clinical impact and select useful tests, additional outcomes are needed to estimate the clinical validity and utility, such as cost-effectiveness.
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Affiliation(s)
- Marleen E Jansen
- Section Community Genetics, Department of Clinical Genetics and Amsterdam Public Health Research Institute, VU University Medical CenterAmsterdam, Netherlands.,Centre for Health Protection, National Institute for Public Health and the EnvironmentBilthoven, Netherlands
| | - T Rigter
- Section Community Genetics, Department of Clinical Genetics and Amsterdam Public Health Research Institute, VU University Medical CenterAmsterdam, Netherlands.,Centre for Health Protection, National Institute for Public Health and the EnvironmentBilthoven, Netherlands
| | - W Rodenburg
- Centre for Health Protection, National Institute for Public Health and the EnvironmentBilthoven, Netherlands
| | - T M C Fleur
- Section Community Genetics, Department of Clinical Genetics and Amsterdam Public Health Research Institute, VU University Medical CenterAmsterdam, Netherlands.,Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute of Pharmaceutical Sciences, Utrecht UniversityUtrecht, Netherlands
| | - E J F Houwink
- Section Community Genetics, Department of Clinical Genetics and Amsterdam Public Health Research Institute, VU University Medical CenterAmsterdam, Netherlands
| | - M Weda
- Centre for Health Protection, National Institute for Public Health and the EnvironmentBilthoven, Netherlands
| | - Martina C Cornel
- Section Community Genetics, Department of Clinical Genetics and Amsterdam Public Health Research Institute, VU University Medical CenterAmsterdam, Netherlands
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29
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30
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Statin-associated muscle symptoms and SLCO1B1 rs4149056 genotype in patients with familial hypercholesterolemia. Am Heart J 2016; 179:1-9. [PMID: 27595674 DOI: 10.1016/j.ahj.2016.05.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Accepted: 05/09/2016] [Indexed: 01/03/2023]
Abstract
UNLABELLED Patients with familial hypercholesterolemia (FH) may be at increased risk for statin-associated muscle symptoms because they require long-term treatment with high-intensity statin therapy. We sought to determine (1) whether other predisposing factors, including the well-known genetic variant associated with statin-associated muscle symptoms-solute carrier organic anion transporter family, member 1B1 (SLCO1B1) rs4149056-also increase the risk of statin-associated muscle symptoms in FH patients, and (2) the natural history and management for FH patients with statin-associated muscle symptoms. METHODS We queried electronic records (2004-2014) of 278 genetically screened FH patients (113 men, 165 women; mean [SD] pretreatment low-density lipoprotein cholesterol [LDL-C] 259 [72] mg/dL) recruited from lipid clinics in the Dallas, TX, area from 2004 to 2014. Statin-associated muscle symptoms were defined as muscle symptoms arising while taking a statin and interrupting therapy. RESULTS The risk of muscle symptoms was associated with age (odds ratio 1.6 [95% CI 1.2-2.2]), body mass index in non-African Americans (0.90 [0.83-0.97]), and hypertension (0.4 [0.2-0.9]). Simvastatin was the most commonly used statin, and it was the statin most associated with muscle symptoms. Among FH patients with muscle symptoms, 41% (n = 40) reestablished statin therapy ("eventually tolerant") and 29% (n = 28) never reestablished statin therapy ("never tolerant"). Rosuvastatin (43%) and pravastatin (30%) were the most common eventually tolerated statins, and eventually tolerant patients achieved lower treated LDL-C levels (eventually tolerant 127 vs never tolerant 192 mg/dL, P < .001). Never tolerant patients also developed muscle symptoms on nonstatins (16% vs 50%, P = .003). SLCO1B1 rs4149056 genotyping revealed 224 wild-type patients (TT) and 49 heterozygotes (TC). SLCO1B1 genotype was not associated with the risk of statin-associated muscle symptoms (odds ratio 1.40 [95% CI 0.74-2.64]). CONCLUSION Age, not SLCO1B1 rs4149056 genotype, was the strongest risk factor for statin-associated muscle symptoms in FH patients. After developing muscle symptoms, many patients reestablished statin therapy and achieved significant LDL-C reductions. Overall, 10% of all FH patients had statin-associated muscle symptoms and never reestablished statin therapy. Such patients developed muscle symptoms even on nonstatin lipid-lowering drugs and continued to have elevations in LDL-C. Further insight is needed into the relationship between FH and statin-associated muscle symptoms so all FH patients can be adequately treated.
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31
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Jiang J, Tang Q, Feng J, Dai R, Wang Y, Yang Y, Tang X, Deng C, Zeng H, Zhao Y, Zhang F. Association between SLCO1B1 -521T>C and -388A>G polymorphisms and risk of statin-induced adverse drug reactions: A meta-analysis. SPRINGERPLUS 2016; 5:1368. [PMID: 27606156 PMCID: PMC4991977 DOI: 10.1186/s40064-016-2912-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Accepted: 07/26/2016] [Indexed: 12/20/2022]
Abstract
An increasing number of studies have investigated the association between SLCO1B1 -521T>C and -388A>G polymorphisms and the risk of statin-induced adverse drug reactions (ADRs), but the results have been inconsistent. This meta-analysis was performed to gain more insight into the relationship. PubMed, Embase, Cochrane Library and Web of Science were searched for relevant articles published before March 5th, 2015. The quality of included studies was evaluated by the Newcastle-Ottawa Quality scale. Pooled effect estimates (odds ratios [ORs] or hazard ratios [HRs) and corresponding 95 % confidence intervals (CIs) were calculated to assess the association in overall and subgroup analyses for various genetic models. Begg's rank correlation test and Egger's linear regression test were used to examine the publication bias. A total of nine cohort and four case-control studies involving 11, 246 statin users, of whom 2, 355 developing ADRs were included in the analysis. Combined analysis revealed a significant association between the SLCO1B1-521T>C polymorphism and increased risk for ADRs caused by various statins, but the synthesis heterogeneity was generally large (dominant model: pooled effect estimate = 1.85, 95 % CI 1.20-2.85, P = 0.005; I (2) = 80.70 %, Pheterogeneity < 0.001). Subgroup analysis by statin type showed that the ADRs risk was significantly elevated among simvastatin users (dominant model: pooled effect estimate = 3.43, 95 % CI 1.80-6.52, P = 0.001; I (2) = 59.60 %, Pheterogeneity = 0.060), but not among atorvastatin users. No significant relationship was found between the -388A>G polymorphism and ADRs caused by various statins (dominant model: pooled effect estimate = 0.94, 95 % CI 0.79-1.13, P = 0.526; I (2) = 40.10 %, Pheterogeneity = 0.196). The meta-analysis suggests that SLCO1B1 -521T>C polymorphism may be a risk factor for statin-induced ADRs, especially in simvastatin therapy. Conversely, there may be no significant association for -388A>G polymorphism.
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Affiliation(s)
- Jiajia Jiang
- School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, 400016 China
| | - Qing Tang
- School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, 400016 China
| | - Jing Feng
- School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, 400016 China
| | - Rong Dai
- School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, 400016 China
| | - Yang Wang
- School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, 400016 China
| | - Yuan Yang
- Department of Cardiovascular Medicine, the First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016 China
| | - Xiaojun Tang
- School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, 400016 China
| | - Changkai Deng
- Chengdu Women's and Children's Central Hospital, Chengdu, 610000 Sichuan China
| | - Huan Zeng
- School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, 400016 China
| | - Yong Zhao
- School of Public Health and Management, Research Center for Medicine and Social Development, Innovation Center for Social Risk Governance in Health, Chongqing Medical University, Chongqing, 400016 China
| | - Fan Zhang
- Department of Epidemiology, School of Public Health and Management, Chongqing Medical University, No. 1 Medical College Road, Yuzhong District, Chongqing, 400016 China
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32
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Gluba-Brzozka A, Franczyk B, Toth PP, Rysz J, Banach M. Molecular mechanisms of statin intolerance. Arch Med Sci 2016; 12:645-58. [PMID: 27279860 PMCID: PMC4889699 DOI: 10.5114/aoms.2016.59938] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Accepted: 03/29/2016] [Indexed: 01/13/2023] Open
Abstract
Statins reduce cardiovascular morbidity and mortality in primary and secondary prevention. Despite their efficacy, many persons are unable to tolerate statins due to adverse events such as hepatotoxicity and myalgia/myopathy. In the case of most patients, it seems that mild-to-moderate abnormalities in liver and muscle enzymes are not serious adverse effects and do not outweigh the benefits of coronary heart disease risk reduction. The risk for mortality or permanent organ damage ascribed to statin use is very small and limited to cases of myopathy and rhabdomyolysis. Statin-induced muscle-related adverse events comprise a highly heterogeneous clinical disorder with numerous, complex etiologies and a variety of genetic backgrounds. Every patient who presents with statin-related side effects cannot undergo the type of exhaustive molecular characterization that would include all of these mechanisms. Frequently the only solution is to either discontinue statin therapy/reduce the dose or attempt intermittent dosing strategies at a low dose.
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Affiliation(s)
- Anna Gluba-Brzozka
- Department of Nephrology, Hypertension and Family Medicine, WAM University Hospital, Lodz, Poland
- Healthy Aging Research Center, Medical University of Lodz, Lodz, Poland
| | - Beata Franczyk
- Department of Nephrology, Hypertension and Family Medicine, Medical University of Lodz, Lodz, Poland
| | - Peter P. Toth
- CGH Medical Center, Sterling, Illinois, and Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jacek Rysz
- Healthy Aging Research Center, Medical University of Lodz, Lodz, Poland
- Department of Nephrology, Hypertension and Family Medicine, Medical University of Lodz, Lodz, Poland
| | - Maciej Banach
- Healthy Aging Research Center, Medical University of Lodz, Lodz, Poland
- Department of Hypertension, Medical University of Lodz, Lodz, Poland
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33
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Abraldes JG, Villanueva C, Aracil C, Turnes J, Hernandez-Guerra M, Genesca J, Rodriguez M, Castellote J, García-Pagán JC, Torres F, Calleja JL, Albillos A, Bosch J, Llop E, Arraez DM, Hernández Mesa G, Martinez J, Reverter E, Seijo S, Turon F, Miñana J, Buenestado J, Reñe JM, Navacués CA, Planas R, Morillas RM, Bellot P, Such J, Vergara M, Puente A, de la Pena J, Mera Calviño J, Rivas Moral L, Pavel O, Alvarado E, Ardevol A, Girbau A, Cachero A, Arnaiz JA, Berzigotti A, Pich J, Rios J, Saenz R, Millan L, Beleta H, Ramos N. Addition of Simvastatin to Standard Therapy for the Prevention of Variceal Rebleeding Does Not Reduce Rebleeding but Increases Survival in Patients With Cirrhosis. Gastroenterology 2016; 150:1160-1170.e3. [PMID: 26774179 DOI: 10.1053/j.gastro.2016.01.004] [Citation(s) in RCA: 216] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Revised: 01/04/2016] [Accepted: 01/08/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS The combination of β-blockers and band ligation is the standard approach to prevent variceal rebleeding, but bleeding recurs and mortality is high. The lipid-lowering drug simvastatin decreases portal pressure, improves hepatocellular function, and might reduce liver fibrosis. We assessed whether adding simvastatin to standard therapy could reduce rebleeding and death after variceal bleeding in patients with cirrhosis. METHODS We performed a multicenter, double-blind, parallel trial of 158 patients with cirrhosis receiving standard prophylaxis to prevent rebleeding (a β-blocker and band ligation) in Spain from October 2010 through October 2013. Within 10 days of bleeding, subjects were randomly assigned, but stratified by Child-Pugh class of A or B vs C, to groups given simvastatin (20 mg/d the first 15 days, 40 mg/d thereafter; n = 69) or placebo (n = 78). Patients were followed for as long as 24 months. The primary end point was a composite of rebleeding and death, and main secondary end points were the individual components of the composite (death and rebleeding). RESULTS The primary end point was met by 30 of 78 patients in the placebo group and 22 of 69 in the simvastatin group (P = .423). Seventeen patients in the placebo group died (22%) vs 6 patients in the simvastatin group (9%) (hazard ratio for adding simvastatin to therapy = 0.39; 95% confidence interval: 0.15-0.99; P = .030). Simvastatin did not increase survival of patients with Child-Pugh class C cirrhosis. Rebleeding occurred in 28% of patients in the placebo group and 25% in the simvastatin group (P = .583). Serious adverse events occurred in 53% of patients in the placebo group and 49% in the simvastatin group (P = .752); the percentages of serious adverse events related to therapy were 11% in the placebo group vs 8% in the in the simvastatin group (P = .599). Two patients in the simvastatin group, each with advanced liver disease, developed rhabdomyolysis. CONCLUSIONS In a randomized controlled trial, addition of simvastatin to standard therapy did not reduce rebleeding, but was associated with a survival benefit for patients with Child-Pugh class A or B cirrhosis. Survival was not the primary end point of the study, so these results require validation. The incidence of rhabdomyolysis in patients receiving 40 mg/d simvastatin was higher than expected. European Clinical Trial Database ID: EUDRACT 2009-016500-24; ClinicalTrials.gov ID: NCT01095185.
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Affiliation(s)
- Juan G Abraldes
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic-Institut D'Investigacions Biomédiques August Pi i Sunyer, University of Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain.
| | - Candid Villanueva
- Department of Gastroenterology, Hospital de Sant Pau, Barcelona, Universidad Autònoma de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain
| | - Carles Aracil
- Servicio de Gastroenterología, Hospital Universitario Arnau de Vilanova, Institut de Recerca Biomedica, Lleida, Spain
| | - Juan Turnes
- Department of Gastroenterology, Complejo Hospitalario Universitario de Pontevedra, Instituto de Investigación Biomédica, Pontevedra, Spain
| | | | - Joan Genesca
- Liver Unit, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institute of Research, Universidad Autònoma de Barcelona, Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain
| | - Manuel Rodriguez
- Liver Unit, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Jose Castellote
- Unidad de Hepatología, Servicio de Aparato Digestivo, Institut d'Investigació Biomèdica de Bellvitge: Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Spain
| | - Juan Carlos García-Pagán
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic-Institut D'Investigacions Biomédiques August Pi i Sunyer, University of Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain
| | - Ferran Torres
- Biostatistics and Data Management Core Facility, Institut D'Investigacions Biomédiques August Pi i Sunyer, Hospital Clinic Barcelona, Spain and Biostatistics Unit, Faculty of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Jose Luis Calleja
- Liver Unit. Hospital U. Puerta de Hierro. Universidad Autònoma de Madrid, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain
| | - Agustin Albillos
- Department of Gastroenterology, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria, University of Alcalá, Madrid, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain
| | - Jaime Bosch
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic-Institut D'Investigacions Biomédiques August Pi i Sunyer, University of Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Spain; Swiss Liver Center, Inselspital, Bern, Switzerland.
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León-Cachón RBR, Ascacio-Martínez JA, Gamino-Peña ME, Cerda-Flores RM, Meester I, Gallardo-Blanco HL, Gómez-Silva M, Piñeyro-Garza E, Barrera-Saldaña HA. A pharmacogenetic pilot study reveals MTHFR, DRD3, and MDR1 polymorphisms as biomarker candidates for slow atorvastatin metabolizers. BMC Cancer 2016; 16:74. [PMID: 26857559 PMCID: PMC4746878 DOI: 10.1186/s12885-016-2062-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Accepted: 01/10/2016] [Indexed: 01/19/2023] Open
Abstract
Background The genetic variation underlying atorvastatin (ATV) pharmacokinetics was evaluated in a Mexican population. Aims of this study were: 1) to reveal the frequency of 87 polymorphisms in 36 genes related to drug metabolism in healthy Mexican volunteers, 2) to evaluate the impact of these polymorphisms on ATV pharmacokinetics, 3) to classify the ATV metabolic phenotypes of healthy volunteers, and 4) to investigate a possible association between genotypes and metabolizer phenotypes. Methods A pharmacokinetic study of ATV (single 80-mg dose) was conducted in 60 healthy male volunteers. ATV plasma concentrations were measured by high-performance liquid chromatography mass spectrometry. Pharmacokinetic parameters were calculated by the non-compartmental method. The polymorphisms were determined with the PHARMAchip® microarray and the TaqMan® probes genotyping assay. Results Three metabolic phenotypes were found in our population: slow, normal, and rapid. Six gene polymorphisms were found to have a significant effect on ATV pharmacokinetics: MTHFR (rs1801133), DRD3 (rs6280), GSTM3 (rs1799735), TNFα (rs1800629), MDR1 (rs1045642), and SLCO1B1 (rs4149056). The combination of MTHFR, DRD3 and MDR1 polymorphisms associated with a slow ATV metabolizer phenotype. Conclusion Further studies using a genetic preselection method and a larger population are needed to confirm these polymorphisms as predictive biomarkers for ATV slow metabolizers. Trial registration Australian New Zealand Clinical Trials Registry: ACTRN12614000851662, date registered: August 8, 2014. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2062-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Rafael B R León-Cachón
- Centro de Diagnóstico Molecular y Medicina Personalizada, Departamento de Ciencias Básicas, División Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza García, NL, México.,Departamento de Bioquímica y Medicina Molecular, Facultad de Medicina, Universidad Autónoma de Nuevo León, Monterrey, NL, México
| | - Jorge A Ascacio-Martínez
- Departamento de Bioquímica y Medicina Molecular, Facultad de Medicina, Universidad Autónoma de Nuevo León, Monterrey, NL, México
| | | | | | - Irene Meester
- Centro de Diagnóstico Molecular y Medicina Personalizada, Departamento de Ciencias Básicas, División Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza García, NL, México
| | | | | | | | - Hugo A Barrera-Saldaña
- Departamento de Bioquímica y Medicina Molecular, Facultad de Medicina, Universidad Autónoma de Nuevo León, Monterrey, NL, México. .,Vitagénesis S.A., Monterrey, NL, México.
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Grapci AD, Dimovski AJ, Kapedanovska A, Vavlukis M, Eftimov A, Geshkovska NM, Labachevski N, Jakjovski K, Gorani D, Kedev S, Mladenovska K. Frequencies of single-nucleotide polymorphisms and haplotypes of the SLCO1B1 gene in selected populations of the western balkans. Balkan J Med Genet 2015; 18:5-21. [PMID: 26929901 PMCID: PMC4768821 DOI: 10.1515/bjmg-2015-0001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
As a membrane influx transporter, organic anion-transporting polypeptide 1B1 (OATP1B1) regulates the cellular uptake of a number of endogenous compounds and drugs. The aim of this study was to characterize the diversity of the solute carrier organic anion transporter family member 1B1 (SLCO1B1) gene encoding this transporter in two ethnic groups populating the Western Balkans. The distribution of SCLO1B1 alleles was determined at seven variant sites (c.388A>G, c.521T>C, c.571T>C, c.597C>T, c.1086C>T, c.1463G>C and c.*439T>G) in 266 Macedonians and 94 Albanians using the TaqMan allelic discrimination assay. No significant difference in the frequencies of the single nucleotide polymorphisms (SNPs) was observed between these populations. The frequency of the c.521T>C SNP was the lowest (<13.7 and 12.2%, respectively), while the frequencies of all other SNP alleles were above 40.0%. Variant alleles of c.1463G>C and c.1086 C>T SNPs were not identified in either ethnic group. The haplotype analysis revealed 20 and 21 different haplotypes in the Macedonian and Albanian population, respectively. The most common haplotype in both ethnic groups, *1J/*1K/*1L, had a frequency of 39.0% and 26.6%, respectively. In both populations, the variant alleles of the functionally significant c.521T>C and c.388A>G SNPs existed in one major haplotype (*15/*16/*17), with a frequency of 8.6 and 2.4% in the Macedonian and Albanian subjects, respectively. In conclusion, sequence variations of the SLCO1B1 gene in the studied populations occur at high frequencies, which are similar to that of the Caucasian population. Further studies are needed to evaluate the clinical significance of these SNPs and/ or the major SLCO1B1 haplotypes they form for a large number of substrates and for susceptibility to certain diseases.
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Affiliation(s)
- A Daka Grapci
- Faculty of Medicine, University "Hasan Prishtina", Blv. "Mother Theresa" NN, 10 000 Prishtina, Republic of Kosovo
| | - A J Dimovski
- Faculty of Pharmacy, Center for Biomolecular Pharmaceutical Analyses, University "Ss Cyril and Methodius" in Skopje, Blv. "Mother Theresa" 47, 1000 Skopje, Republic of Macedonia
| | - A Kapedanovska
- Faculty of Pharmacy, Center for Biomolecular Pharmaceutical Analyses, University "Ss Cyril and Methodius" in Skopje, Blv. "Mother Theresa" 47, 1000 Skopje, Republic of Macedonia
| | - M Vavlukis
- University Clinic of Cardiology, University "Ss Cyril and Methodius" in Skopje, Blv. "Mother Theresa" 17, 1000 Skopje, Republic of Macedonia
| | - A Eftimov
- Faculty of Pharmacy, Center for Biomolecular Pharmaceutical Analyses, University "Ss Cyril and Methodius" in Skopje, Blv. "Mother Theresa" 47, 1000 Skopje, Republic of Macedonia
| | - N Matevska Geshkovska
- Faculty of Pharmacy, Center for Biomolecular Pharmaceutical Analyses, University "Ss Cyril and Methodius" in Skopje, Blv. "Mother Theresa" 47, 1000 Skopje, Republic of Macedonia
| | - N Labachevski
- Faculty of Medicine, Institute of Preclinical and Clinical Pharmacology with Toxicology, University "Ss Cyril and Methodius" in Skopje, St. "50th Division" 6, 1000 Skopje, Republic of Macedonia
| | - K Jakjovski
- Faculty of Medicine, Institute of Preclinical and Clinical Pharmacology with Toxicology, University "Ss Cyril and Methodius" in Skopje, St. "50th Division" 6, 1000 Skopje, Republic of Macedonia
| | - D Gorani
- Clinic of Cardiology, University Clinical Center, University "Hasan Prishtina", Blv. "Mother Theresa" NN, 10 000, Prishtina, Republic of Kosovo
| | - S Kedev
- University Clinic of Cardiology, University "Ss Cyril and Methodius" in Skopje, Blv. "Mother Theresa" 17, 1000 Skopje, Republic of Macedonia
| | - K Mladenovska
- Faculty of Pharmacy, Center for Biomolecular Pharmaceutical Analyses, University "Ss Cyril and Methodius" in Skopje, Blv. "Mother Theresa" 47, 1000 Skopje, Republic of Macedonia
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Santos PCJL, Pereira AC. Type of LDLR mutation and the pharmacogenetics of familial hypercholesterolemia treatment. Pharmacogenomics 2015; 16:1743-50. [DOI: 10.2217/pgs.15.113] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Familial hypercholesterolemia (FH) is an autosomal dominant disease mainly caused by mutations in the low-density lipoprotein receptor (LDLR) gene. FH patients present a wide variability regarding response to drugs and they are usually undertreated. Here, we review studies that evaluated the association between the type of LDLR mutation and the response to lipid-lowering therapy. The main findings were that patients with a null LDLR mutation had: higher baseline LDL-C, higher LDL-C after drug therapy, lower proportion of patients within the LDL-C target value and higher frequencies of CVD. Thus, we conclude that FH patients harboring a null mutation have a trend to an increased risk, even if diagnosis is early established and lipid-lowering treatment instituted. It is suggested that these individuals may benefit from the use of newly approved lipid-lowering agents.
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Affiliation(s)
- Paulo Caleb Junior Lima Santos
- Laboratory of Genetics & Molecular Cardiology, Heart Institute (InCor), University of Sao Paulo Medical School, Brazil., Av. Dr. Enéas de Carvalho Aguiar, 44 Cerqueira César – São Paulo – SP., CEP 05403–000, Brazil
| | - Alexandre Costa Pereira
- Laboratory of Genetics & Molecular Cardiology, Heart Institute (InCor), University of Sao Paulo Medical School, Brazil., Av. Dr. Enéas de Carvalho Aguiar, 44 Cerqueira César – São Paulo – SP., CEP 05403–000, Brazil
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Nagy A, Sipeky C, Szalai R, Melegh BI, Matyas P, Ganczer A, Toth K, Melegh B. Marked differences in frequencies of statin therapy relevant SLCO1B1 variants and haplotypes between Roma and Hungarian populations. BMC Genet 2015; 16:108. [PMID: 26334733 PMCID: PMC4559300 DOI: 10.1186/s12863-015-0262-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Accepted: 08/12/2015] [Indexed: 01/26/2023] Open
Abstract
Background SLCO1B1 polymorphisms are relevant in statin pharmacokinetics. Aim of this study was to investigate the genetic variability and haplotype profile of SLCO1B1 polymorphisms in Roma and Hungarian populations. Genotypes of 470 Roma and 442 Hungarian subjects for c.388A > G, c.521T > C and c.1498-1331T > C polymorphisms were determined by PCR-RFLP assay. Using these SNPs eight different haplotypes could be differentiated. Results Differences were found between Roma and Hungarians in SLCO1B1 388AA (24.5 vs. 45.5 %), GG (33.4 vs. 17.9 %) genotypes, AG + GG (75.5 vs. 54.5 %) carriers, in G allele frequency (0.545 vs. 0.362), respectively (p < 0.001). The most common SLCO1B1 haplotype was the ht8 (GTT) both in Roma (43.6 %) and in Hungarian (59.1 %) samples. The ht6 (GCT) was not present in Roma population samples Haplotype analyses showed striking differences between the Roma and Hungarian samples in ht4 (ATT, 37.2 % vs 20.8 %), ht5 (GCC, 1.15 % vs. 3.62 %) and ht8 (GTT, 43.6 % vs. 59.1 %) haplotypes (p < 0.01), respectively. Linkage disequilibrium analysis showed that the studied variants are in different linkage disequilibrium patterns depending on the ethnic origin. Conclusions Similarly to Caucasians the 388G is the minor allele in Hungarians, however, in Roma the 388A was found to be the minor allele contrary to Indians (India). The minor allele frequency of 521T > C and 1498-1331T > C SNPs are almost three times higher in Romas than in Indians (Singapore and Gujarati, respectively). Observed allele frequency for 1498-1331T > C polymorphism reflects the measured average European rates in Hungarians. The results can be applied in population specific treatment algorithms when developing effective programs for statin therapy.
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Affiliation(s)
- Agnes Nagy
- 1st Department of Internal Medicine, University of Pecs, Pecs, Hungary.
| | - Csilla Sipeky
- Department of Medical Genetics, Clinical Centre, University of Pecs, Szigeti 12, H-7624, Pecs, Hungary. .,Janos Szentagothai Research Centre, Human Genetic and Pharmacogenomic Research Group, University of Pecs, Pecs, Hungary.
| | - Renata Szalai
- Department of Medical Genetics, Clinical Centre, University of Pecs, Szigeti 12, H-7624, Pecs, Hungary. .,Janos Szentagothai Research Centre, Human Genetic and Pharmacogenomic Research Group, University of Pecs, Pecs, Hungary.
| | - Bela Imre Melegh
- Department of Medical Genetics, Clinical Centre, University of Pecs, Szigeti 12, H-7624, Pecs, Hungary.
| | - Petra Matyas
- Department of Medical Genetics, Clinical Centre, University of Pecs, Szigeti 12, H-7624, Pecs, Hungary.
| | - Alma Ganczer
- Department of Medical Genetics, Clinical Centre, University of Pecs, Szigeti 12, H-7624, Pecs, Hungary.
| | - Kalman Toth
- 1st Department of Internal Medicine, University of Pecs, Pecs, Hungary.
| | - Bela Melegh
- Department of Medical Genetics, Clinical Centre, University of Pecs, Szigeti 12, H-7624, Pecs, Hungary. .,Janos Szentagothai Research Centre, Human Genetic and Pharmacogenomic Research Group, University of Pecs, Pecs, Hungary.
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Hou Q, Li S, Li L, Li Y, Sun X, Tian H. Association Between SLCO1B1 Gene T521C Polymorphism and Statin-Related Myopathy Risk: A Meta-Analysis of Case-Control Studies. Medicine (Baltimore) 2015; 94:e1268. [PMID: 26376374 PMCID: PMC4635788 DOI: 10.1097/md.0000000000001268] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2015] [Revised: 06/22/2015] [Accepted: 07/09/2015] [Indexed: 02/05/2023] Open
Abstract
Statin-related myopathy is an important adverse effect of statin which is classically unpredictable. The evidence of association between solute carrier organic anion transporter 1B1 (SLCO1B1) gene T521C polymorphism and statin-related myopathy risk remained controversial. This study aimed to investigate this genetic association. Databases of PubMed, EMBASE, Chinese Biomedical Literature Database (CBM), China National Knowledge Infrastructure (CNKI), Chinese Scientific Journals Database, and Wanfang Data were searched till June 17, 2015. Case-control studies investigating the association between SLCO1B1 gene T521C polymorphism and statin-related myopathy risk were included. The Newcastle-Ottawa Scale (NOS) was used for assessing the quality of included studies. Data were pooled by odds ratios (ORs) and their 95% confidence intervals (CIs). Nine studies with 1360 cases and 3082 controls were included. Cases of statin-related myopathy were found to be significantly associated with the variant C allele (TC + CC vs TT: OR = 2.09, 95% CI = 1.27-3.43, P = 0.003; C vs T: OR = 2.10, 95% CI = 1.43-3.09, P < 0.001), especially when statin-related myopathy was defined as an elevation of creatine kinase (CK) >10 times the upper limit of normal (ULN) or rhabdomyolysis (TC + CC vs TT: OR = 3.83, 95% CI = 1.41-10.39, P = 0.008; C vs T: OR = 2.94, 95% CI = 1.47-5.89, P = 0.002). When stratified by statin type, the association was significant in individuals receiving simvastatin (TC + CC vs TT: OR = 3.09, 95% CI = 1.64-5.85, P = 0.001; C vs T: OR = 3.00, 95% CI = 1.38-6.49, P = 0.005), but not in those receiving atorvastatin (TC + CC vs TT: OR = 1.31, 95% CI = 0.74-2.30, P = 0.35; C vs T: OR = 1.33, 95% CI = 0.57-3.12, P = 0.52). The available evidence suggests that SLCO1B1 gene T521C polymorphism is associated with an increased risk of statin-related myopathy, especially in individuals receiving simvastatin. Thus, a genetic test before initiation of statins may be meaningful for personalizing the treatment.
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Affiliation(s)
- Qingtao Hou
- From the Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China (QH, SL, HT); Chinese Evidence-Based Medicine Center, West China Hospital, Sichuan University, Chengdu, China (LL, XS); and Department of Endocrinology and Metabolism, The Third People's Hospital of Chengdu, Chengdu, China (YL)
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Mirošević Skvrce N, Macolić Šarinić V, Šimić I, Ganoci L, Muačević Katanec D, Božina N. ABCG2 gene polymorphisms as risk factors for atorvastatin adverse reactions: a case-control study. Pharmacogenomics 2015; 16:803-15. [PMID: 26086347 DOI: 10.2217/pgs.15.47] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
AIM To explore the association between dose-related adverse drug reactions (ADRs) of atorvastatin and polymorphisms of ABCG2, taking into account the influence of CYP3A4 and SLCO1B1 genes. MATERIALS & METHODS Sixty patients who experienced atorvastatin dose-related ADRs and 90 matched patients without ADRs were enrolled in the study. Genotyping for ABCG2 421C > A, CYP3A4*22, SLCO1B1 388A > G, SLCO1B1 521T > C variants was performed by real-time PCR. RESULTS Patients with ABCG2 421CA or AA genotypes had 2.9 times greater odds of developing atorvastatin dose-dependent ADRs (OR: 2.91; 95% CI: 1.22-6.95; p = 0.016) than those with ABCG2 421CC genotype. After adjustments for clinical and genetic risk factors, ABCG2 remained a statistically significant predictor of adverse drug reactions (OR: 2.75; 95% CI: 1.1-6.87; p = 0.03;). Also, carriers of SLCO1B1 521 TC or CC genotypes had 2.3 greater odds (OR: 1.03-4.98; 95% CI: 1.03-4.98; p = 0.043) of experiencing ADRs caused by atorvastatin in comparison with carriers of SLCO1B1 521 TT genotype. CONCLUSION Our study demonstrated an association between atorvastatin-induced ADRs and genetic variants in the ABCG2 gene.
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Affiliation(s)
| | | | - Iveta Šimić
- Department of Internal Medicine, University of Zagreb School of Medicine, University Hospital Center Zagreb, Zagreb, Croatia
| | - Lana Ganoci
- Department of Laboratory Diagnostics, University of Zagreb School of Medicine, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Diana Muačević Katanec
- Department of Internal Medicine, University of Zagreb School of Medicine, University Hospital Center Zagreb, Zagreb, Croatia
| | - Nada Božina
- Department of Laboratory Diagnostics, University of Zagreb School of Medicine, University Hospital Centre Zagreb, Zagreb, Croatia
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The MYLIP p.N342S polymorphism is associated with response to lipid-lowering therapy in Brazilian patients with familial hypercholesterolemia. Pharmacogenet Genomics 2015; 24:548-55. [PMID: 25171759 PMCID: PMC4206345 DOI: 10.1097/fpc.0000000000000089] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Supplemental Digital Content is available in the text. Background A previous study reported that the myosin regulatory light chain interacting protein (MYLIP) might serve as a novel therapeutic class for treating dyslipidemia. It contributes to variations in the levels of circulating low-density lipoprotein cholesterol (LDL-C), promoting the degradation of LDL–LDLR, thus limiting absorption. The effect of genetic variation in the MYLIP gene in a disease scenario characterized by mutations in the LDLR gene has not been previously evaluated. Objective The aim of this study was to assess the effect of the p.N342S variant on the response to lipid-lowering therapy in Brazilian patients with heterozygous familial hypercholesterolemia (FH). Patients and methods A total of 156 patients with heterozygous FH were followed up for 12 months and received lipid-lowering therapy (different doses of atorvastatin with the addition of ezetimibe in over half the patients of each genotype group). Cholesterol data were assessed, and analysis of the MYLIP rs9370867 (p.N342S) genotypes was carried out by melting curve analysis. Results Baseline total cholesterol and baseline LDL-C levels were not different between genotypes. After 1 year of treatment, LDL-C responses (expressed as mg/dl and as %) were significantly different among genotypes (AA: −79±68 and −39±27, GA: −60±79 and −27±32, and GG: −30±83 and −15±38; P=0.02 and 0.005, respectively). In addition, FH patients carrying the AA genotype were more likely to achieve LDL-C levels of less than 130 mg/dl after 1 year of treatment (75.0%) compared with patients with the GG and GA genotypes (34.5 and 34.8%, respectively; P=0.001). Conclusion Our study indicates that MYLIP p.N342S might be a pharmacogenetic marker for lipid-lowering therapy in patients with FH.
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Hubacek JA, Adamkova V, Hruba P, Ceska R, Vrablik M. Association between polymorphism within the RYR2 receptor and development of statin-associated myalgia/myopathy in the Czech population. Eur J Intern Med 2015; 26:367-8. [PMID: 25753936 DOI: 10.1016/j.ejim.2015.02.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Revised: 02/18/2015] [Accepted: 02/18/2015] [Indexed: 11/29/2022]
Affiliation(s)
- Jaroslav A Hubacek
- Department of Experimental Medicine, Institute for Clinical and Experimental Medicine, Videnska 1958/9, Prague 14021, Czech Republic.
| | - Vera Adamkova
- Department of Preventive Cardiology, Institute for Clinical and Experimental Medicine, Videnska 1958/9, Prague 14021, Czech Republic.
| | - Petra Hruba
- Department of Nephrology, Transplant Centre, Institute for Clinical and Experimental Medicine, Videnska 1958/9, Prague 14021, Czech Republic.
| | - Richard Ceska
- 3rd Department of Internal Medicine, 1st Faculty of Medicine, Charles University, Katerinska 32, Prague 12108, Czech Republic.
| | - Michal Vrablik
- 3rd Department of Internal Medicine, 1st Faculty of Medicine, Charles University, Katerinska 32, Prague 12108, Czech Republic.
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Hubáček JA, Dlouhá D, Adámková V, Zlatohlavek L, Viklický O, Hrubá P, Češka R, Vrablík M. SLCO1B1 polymorphism is not associated with risk of statin-induced myalgia/myopathy in a Czech population. Med Sci Monit 2015; 21:1454-9. [PMID: 25992810 PMCID: PMC4450600 DOI: 10.12659/msm.893007] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Background Gene SLCO1B1, encoding solute organic anionic transport polypeptide OATP1B1, belongs to the group of candidates potentially influencing statin treatment safety. OATP1B1 regulates (not only) the hepatic uptake of statins. Its genetic variation was described as an important predictor of statin-associated myopathy in a cohort of patients treated with a maximum dose of simvastatin. However, the impact of SLCO1B1 gene polymorphism on this risk in patients treated with other statins or lower doses of simvastatin needs to be assessed. Therefore, we performed the present study. Material/Methods SLCO1B1 tagging rs4363657 polymorphism was analyzed in 2 groups of patients with dyslipidemia (treated with simvastatin or atorvastatin, 10 or 20 mg per day), subgroup with statin-induced myalgia (N=286), and subgroup (N=707) without myalgia/myopathy, and in 2301 population controls without lipid-lowering treatment. Results Frequency of the individual genotypes in patients with myalgia/myopathy (TT=62.3%, CT=34.5%, CC=2.8%) did not significantly differ (both P values over 0.19) from that in patients without muscle symptoms (TT=61.4%, CT=32.9%, CC=5.7%) or from the population controls (TT=63.9%, CT=32.5%, CC=3.6%). Null results were also obtained for the dominant and recessive models of the analysis. Conclusions In Czech patients treated with low statin doses, there is no association between SLCO1B1 gene polymorphism and risk of myalgia/myopathy.
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Affiliation(s)
- Jaroslav A Hubáček
- Department of Experimental Medicine, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Dana Dlouhá
- Department of Experimental Medicine, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Vera Adámková
- Department of Preventive Cardiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Lukáš Zlatohlavek
- 3rd Department of Internal Medicine, 1st Faculty of Medicine, Charles University Prague, Prague, Czech Republic
| | - Ondřej Viklický
- Department of Nephrology, Transplant Center, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Petra Hrubá
- Department of Nephrology, Transplant Center, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Richard Češka
- 3rd Department of Internal Medicine, 1st Faculty of Medicine, Charles University Prague, Prague, Czech Republic
| | - Michal Vrablík
- 3rd Department of Internal Medicine, 1st Faculty of Medicine, Charles University Prague, Prague, Czech Republic
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Genetic and immunologic susceptibility to statin-related myopathy. Atherosclerosis 2015; 240:260-71. [PMID: 25818852 DOI: 10.1016/j.atherosclerosis.2015.03.025] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Revised: 03/13/2015] [Accepted: 03/17/2015] [Indexed: 01/14/2023]
Abstract
Statin-related myopathy (SRM) undermines drug adherence that is critical for achieving the benefits of lipid-lowering therapy. While the exact mechanism of SRM remains largely unknown, recent evidence supports specific genetic and immunologic influence on the development of intolerance. Genes of interest include those involved in the pharmacokinetics of statin response (i.e. drug metabolism, uptake transporters, and efflux transporters), pharmacodynamics (i.e. drug toxicity and immune-mediated myopathy), and gene expression. We examine the influence of genetic and immunologic variation on the pharmacokinetics, pharmacodynamics, and gene expression of SRM.
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Ramsey LB, Johnson SG, Caudle KE, Haidar CE, Voora D, Wilke RA, Maxwell WD, McLeod HL, Krauss RM, Roden DM, Feng Q, Cooper-DeHoff RM, Gong L, Klein TE, Wadelius M, Niemi M. The clinical pharmacogenetics implementation consortium guideline for SLCO1B1 and simvastatin-induced myopathy: 2014 update. Clin Pharmacol Ther 2014; 96:423-8. [PMID: 24918167 PMCID: PMC4169720 DOI: 10.1038/clpt.2014.125] [Citation(s) in RCA: 307] [Impact Index Per Article: 27.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 06/04/2014] [Indexed: 11/08/2022]
Abstract
Simvastatin is among the most commonly used prescription medications for cholesterol reduction. A single coding single-nucleotide polymorphism, rs4149056T>C, in SLCO1B1 increases systemic exposure to simvastatin and the risk of muscle toxicity. We summarize evidence from the literature supporting this association and provide therapeutic recommendations for simvastatin based on SLCO1B1 genotype. This article is an update to the 2012 Clinical Pharmacogenetics Implementation Consortium guideline for SLCO1B1 and simvastatin-induced myopathy.
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Affiliation(s)
- L B Ramsey
- Pharmaceutical Sciences Department, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - S G Johnson
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Denver, Colorado, USA
- Clinical Pharmacy Services, Kaiser Permanente Colorado, Denver, Colorado, USA
| | - K E Caudle
- Pharmaceutical Sciences Department, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - C E Haidar
- Pharmaceutical Sciences Department, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - D Voora
- Department of Medicine, Duke University, Durham, North Carolina, USA
| | - R A Wilke
- IMAGENETICS, Sanford Medical Center, Fargo, North Dakota, USA
- Department of Medicine, University of North Dakota, Fargo, North Dakota, USA
| | - W D Maxwell
- Department of Clinical Pharmacy and Outcomes Sciences, South Carolina College of Pharmacy, Columbia, South Carolina, USA
| | - H L McLeod
- Personalized Medicine Institute, Moffitt Cancer Center, Tampa, Florida, USA
| | - R M Krauss
- Atherosclerosis Research, Children's Hospital Oakland Research Institute, Oakland, California, USA
| | - D M Roden
- Oates Institute for Experimental Therapeutics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Medicine, Division of Clinical Pharmacology, Vanderbilt University, Nashville, Tennessee, USA
| | - Q Feng
- Oates Institute for Experimental Therapeutics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Medicine, Division of Clinical Pharmacology, Vanderbilt University, Nashville, Tennessee, USA
| | - R M Cooper-DeHoff
- Department of Pharmacotherapy and Translational Research, Center for Pharmacogenomics and Division of Cardiovascular Medicine, University of Florida, Gainesville, Florida, USA
| | - L Gong
- Department of Genetics, Stanford University, Palo Alto, California, USA
| | - T E Klein
- Department of Genetics, Stanford University, Palo Alto, California, USA
| | - M Wadelius
- Department of Medical Sciences, Clinical Pharmacology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - M Niemi
- Department of Clinical Pharmacology, University of Helsinki and HUSLAB, Helsinki University Central Hospital, Helsinki, Finland
- King Abdulaziz University , Jeddah, Saudi Arabia
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Bernardez-Pereira S, Santos PCJL, Krieger JE, Mansur AJ, Pereira AC. ACTN3 R577X polymorphism and long-term survival in patients with chronic heart failure. BMC Cardiovasc Disord 2014; 14:90. [PMID: 25059829 PMCID: PMC4113663 DOI: 10.1186/1471-2261-14-90] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Accepted: 07/03/2014] [Indexed: 11/11/2022] Open
Abstract
Background Previous studies have shown the occurrence of actinin-3 deficiency in the presence of the R577X polymorphism in the ACTN3 gene. Our hypothesis is that this deficiency, by interfering with the function of skeletal muscle fiber, can result in a worse prognosis in patients with chronic heart failure. Methods A prospective cohort study was conducted from 2002 to 2004. The eligibility criteria included diagnosis of chronic heart failure stage C from different etiologies. We excluded all patients with concomitant disease that could be related to poor prognosis. ACTN3 rs1815739 (R577X) polymorphism was detected by high resolution melting analysis. Survival curves were calculated with the Kaplan-Meier method and evaluated with the log-rank statistic. The relationship between the baseline variables and the composite end-point of all-cause death was assessed using a Cox proportional hazards survival model. Results A total of 463 patients were included in this study. The frequency of the ACTN3 577X variant allele was 39.0%. The LVEF mean was 45.6 ± 18.7% and the most common etiology of this study was hypertensive. After a follow-up of five years, 239 (51.6%) patients met the pre-defined endpoint. Survival curves showed higher mortality in patients carrying RX or XX genotypes compared with patients carrying RR genotype (p = 0.01). Conclusion R577X polymorphism in the ACTN3 gene was independently associated with worse survival in patients with chronic heart failure. Further studies are necessary to ensure its use as a marker of prognosis for this syndrome.
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Affiliation(s)
| | | | | | | | - Alexandre Costa Pereira
- Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor), University of São Paulo Medical School, Av, Dr, Enéas de Carvalho Aguiar, 44 Cerqueira César, São Paulo, SP, Brazil.
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Abstract
Statins form the pharmacologic cornerstone of the primary and secondary prevention of atherosclerotic cardiovascular disease. In addition to beneficial cardiovascular effects, statins seem to have multiple non-cardiovascular effects. Although early concerns about statin induced hepatotoxicity and cancer have subsided owing to reassuring evidence, two of the most common concerns that clinicians have are myopathy and diabetes. Randomized controlled trials suggest that statins are associated with a modest increase in the risk of myositis but not the risk of myalgia. Severe myopathy (rhabdomyolysis) is rare and often linked to a statin regimen that is no longer recommended (simvastatin 80 mg). Randomized controlled trials and meta-analyses suggest an increase in the risk of diabetes with statins, particularly with higher intensity regimens in people with two or more components of the metabolic syndrome. Other non-cardiovascular effects covered in this review are contrast induced nephropathy, cognition, cataracts, erectile dysfunction, and venous thromboembolism. Currently, systematic reviews and clinical practice guidelines indicate that the cardiovascular benefits of statins generally outweigh non-cardiovascular harms in patients above a certain threshold of cardiovascular risk. Literature is also accumulating on the potential non-cardiovascular benefits of statins, which could lead to novel applications of this class of drug in the future.
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Affiliation(s)
- Chintan S Desai
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD 21287, USA
| | - Seth S Martin
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD 21287, USA
| | - Roger S Blumenthal
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD 21287, USA
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Genetic factors affecting statin concentrations and subsequent myopathy: a HuGENet systematic review. Genet Med 2014; 16:810-9. [PMID: 24810685 DOI: 10.1038/gim.2014.41] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Accepted: 03/31/2014] [Indexed: 01/14/2023] Open
Abstract
Statins, 3-hydroxy-3-methyl-glutaryl-coenzyme A reductase inhibitors, have proven efficacy in both lowering low-density-lipoprotein levels and preventing major coronary events, making them one of the most commonly prescribed drugs in the United States. Statins exhibit a class-wide side effect of muscle toxicity and weakness, which has led regulators to impose both dosage limitations and a recall. This review focuses on the best-characterized genetic factors associated with increased statin muscle concentrations, including the genes encoding cytochrome P450 enzymes (CYP2D6, CYP3A4, and CYP3A5), a mitochondrial enzyme (GATM), an influx transporter (SLCO1B1), and efflux transporters (ABCB1 and ABCG2). A systematic literature review was conducted to identify relevant research evaluating the significance of genetic variants predictive of altered statin concentrations and subsequent statin-related myopathy. Studies eligible for inclusion must have incorporated genotype information and must have associated it with some measure of myopathy, either creatine kinase levels or self-reported muscle aches and pains. After an initial review, focus was placed on seven genes that were adequately characterized to provide a substantive review: CYP2D6, CYP3A4, CYP3A5, GATM, SLCO1B1, ABCB1, and ABCG2. All statins were included in this review. Among the genetic factors evaluated, statin-related myopathy appears to be most strongly associated with variants in SLCO1B1.
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Do MDR1 and SLCO1B1 polymorphisms influence the therapeutic response to atorvastatin? A study on a cohort of Egyptian patients with hypercholesterolemia. Mol Diagn Ther 2014; 17:299-309. [PMID: 23677857 DOI: 10.1007/s40291-013-0038-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Statins are among the most prescribed drugs worldwide to reduce the risk of cardiovascular events. Interindividual variability in drug response is a major clinical problem and is of concern during drug development. Statins, such as atorvastatin, are taken orally and access to their site of action in the liver is greatly facilitated by both intestinal and hepatic transporters. OBJECTIVE To examine the impact of polymorphisms of the multidrug resistance 1(MDR1) and solute carrier organic anion transporter 1B1 (SLCO1B1) genes on the therapeutic response to atorvastatin as well as the presence of gender-gene interaction. METHODS Serum lipid levels were determined at baseline and 4 weeks following 40 mg/day atorvastatin treatment in 50 Egyptian hypercholesterolemic patients (27 males and 23 females). Identification of MDR1 C3435T and SLCO1B1 A388G gene polymorphisms was performed using a polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) method. RESULTS Treatment with atorvastatin resulted in a mean reduction of total cholesterol (TC), low density lipoprotein cholesterol (LDL-C), and triglyceride (TG) of 8.7 %, 9.2 %, and 4.1 %, respectively, and a mean increase of high density lipoprotein cholesterol (HDL-C) of 1 %. Baseline and post-treatment HDL-C levels were statistically significantly higher in the MDR 1 TT homozygotes when compared with the CC wild type. The percentage change in TC, LDL-C, TG, and HDL-C did not show any statistically significant difference when compared among the different MDR 1 C3435T or SLCO1B1 A388G genotypes. The SLCO1B1 GG homozygotes showed a decrease in TG, whereas there was an increase in TG following atorvastatin treatment in AA and AG carriers in females; however, males did not show any statistically significant difference. There was no statistically significant association between either the coronary artery disease (CAD) risk factors (family history of CAD, hypertension, diabetes mellitus, smoking) or concomitant medications with the percentage change in different lipid parameters. CONCLUSION MDR1 C3435T was associated with baseline and post-treatment HDL-C variation. SLCO1B1 A388G showed gender-related effects on TG change following atorvastatin treatment. None of the comorbidities or the concomitant medications influenced the percentage change of lipid parameters following atorvastatin treatment. The results of this study may lead to an improved understanding of the genetic determinants of lipid response to atorvastatin treatment.
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Association between statin-induced creatine kinase elevation and genetic polymorphisms in SLCO1B1, ABCB1 and ABCG2. Eur J Clin Pharmacol 2014; 70:539-47. [PMID: 24595600 DOI: 10.1007/s00228-014-1661-6] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Accepted: 02/20/2014] [Indexed: 10/25/2022]
Abstract
PURPOSE Treatment with statins requires close monitoring of serum creatine kinase (CK) levels to prevent myopathy, a common and potentially serious dose-dependent adverse effect of these drugs. We have investigated the correlation between elevated CK levels and polymorphisms in the genes encoding transporters involved in statin disposition. METHODS Patients with and without statin-induced elevated serum CK levels were genotyped for polymorphisms in SLCO1B1 (SLCO1B1 A388G and SLCO1B1 T521C), ABCB1 (ABCB1 C1236T and ABCB1 C3435T) and ABCG2 (ABCG2 C421A). RESULTS Patients carrying SLCO1B1 T521C or ABCB1 C1236T single nucleotide polymorphisms (SNPs) had an odds ratio (OR) for statin-induced elevated serum CK levels of 8.86 (p<0.01) and 4.67 (p<0.05), respectively, while patients carrying the SLCO1B1 A388G SNP had an OR of 0.24 (p<0.05). An arbitrary score based on genotype combination discriminated patients with and without CK elevation at a specificity of 97 % and a sensitivity of 39 %. CONCLUSION Genotyping of the SLCO1B1, ABCB1 and ABCG2 genes deserves consideration as a clinical approach to improve statin safety while concomitantly reducing the burden of blood tests for CK measurements.
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