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Micaglio E, Locati ET, Monasky MM, Romani F, Heilbron F, Pappone C. Role of Pharmacogenetics in Adverse Drug Reactions: An Update towards Personalized Medicine. Front Pharmacol 2021; 12:651720. [PMID: 33995067 PMCID: PMC8120428 DOI: 10.3389/fphar.2021.651720] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 03/29/2021] [Indexed: 12/28/2022] Open
Abstract
Adverse drug reactions (ADRs) are an important and frequent cause of morbidity and mortality. ADR can be related to a variety of drugs, including anticonvulsants, anaesthetics, antibiotics, antiretroviral, anticancer, and antiarrhythmics, and can involve every organ or apparatus. The causes of ADRs are still poorly understood due to their clinical heterogeneity and complexity. In this scenario, genetic predisposition toward ADRs is an emerging issue, not only in anticancer chemotherapy, but also in many other fields of medicine, including hemolytic anemia due to glucose-6-phosphate dehydrogenase (G6PD) deficiency, aplastic anemia, porphyria, malignant hyperthermia, epidermal tissue necrosis (Lyell's Syndrome and Stevens-Johnson Syndrome), epilepsy, thyroid diseases, diabetes, Long QT and Brugada Syndromes. The role of genetic mutations in the ADRs pathogenesis has been shown either for dose-dependent or for dose-independent reactions. In this review, we present an update of the genetic background of ADRs, with phenotypic manifestations involving blood, muscles, heart, thyroid, liver, and skin disorders. This review aims to illustrate the growing usefulness of genetics both to prevent ADRs and to optimize the safe therapeutic use of many common drugs. In this prospective, ADRs could become an untoward "stress test," leading to new diagnosis of genetic-determined diseases. Thus, the wider use of pharmacogenetic testing in the work-up of ADRs will lead to new clinical diagnosis of previously unsuspected diseases and to improved safety and efficacy of therapies. Improving the genotype-phenotype correlation through new lab techniques and implementation of artificial intelligence in the future may lead to personalized medicine, able to predict ADR and consequently to choose the appropriate compound and dosage for each patient.
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Affiliation(s)
- Emanuele Micaglio
- Arrhythmology and Electrophysiology Department, IRCCS Policlinico San Donato, Milan, Italy
| | - Emanuela T Locati
- Arrhythmology and Electrophysiology Department, IRCCS Policlinico San Donato, Milan, Italy
| | - Michelle M Monasky
- Arrhythmology and Electrophysiology Department, IRCCS Policlinico San Donato, Milan, Italy
| | - Federico Romani
- Arrhythmology and Electrophysiology Department, IRCCS Policlinico San Donato, Milan, Italy.,Vita-Salute San Raffaele University, (Vita-Salute University) for Federico Romani, Milan, Italy
| | | | - Carlo Pappone
- Arrhythmology and Electrophysiology Department, IRCCS Policlinico San Donato, Milan, Italy.,Vita-Salute San Raffaele University, (Vita-Salute University) for Federico Romani, Milan, Italy
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Abstract
Individual response to medication is highly variable. For many drugs, a substantial proportion of patients show suboptimal response at standard doses, whereas others experience adverse drug reactions (ADRs). Pharmacogenomics aims to identify genetic factors underlying this variability in drug response, providing solutions to improve drug efficacy and safety. We review recent advances in pharmacogenomics of cardiovascular drugs and cardiovascular ADRs, including warfarin, clopidogrel, β-blockers, renin-angiotensin-aldosterone system inhibitors, drug-induced long QT syndrome, and anthracycline-induced cardiotoxicity. We particularly focus on the applicability of pharmacogenomic findings to pediatric patients in whom developmental changes in body size and organ function may affect drug pharmacokinetics and pharmacodynamics. Solid evidence supports the importance of gene variants in CYP2C9 and VKORC1 for warfarin dosing and in CYP2C19 for clopidogrel response in adult patients. For the other cardiovascular drugs or cardiovascular ADRs, further studies are needed to replicate or clarify genetic associations before considering uptake of pharmacogenetic testing in clinical practice. With the exception of warfarin and anthracycline-induced cardiotoxicity, there is lack of pharmacogenomic studies on cardiovascular drug response or ADRs aimed specifically at children or adolescents. The first pediatric warfarin pharmacogenomic study indeed indicates differences from adults, pointing out the importance and need for pediatric-focused pharmacogenomic studies.
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Stringer J, Welsh C, Tommasello A. Methadone-associated Q-T interval prolongation and torsades de pointes. Am J Health Syst Pharm 2009; 66:825-33. [PMID: 19386945 DOI: 10.2146/ajhp070392] [Citation(s) in RCA: 87] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
PURPOSE The association of methadone with Q-T interval prolongation and torsades de pointes (TdP) is reviewed, and recommendations for preventing Q-T interval prolongation in methadone users are provided. SUMMARY Abnormalities in voltage-gated potassium channels have been shown to lead to prolonged action potentials that are expressed as long Q-T intervals, and methadone has been found to interact with the voltage-gated potassium channels of the myocardium. While cardiac arrhythmias in methadone users have been reported for several decades, specific reports of methadone-associated Q-T interval prolongation and TdP did not appear in the literature until the early part of the 21st century. Because not every patient experiences Q-T interval prolongation with methadone, recent research has elucidated risk factors that predispose patients to this adverse effect, including female sex, hypokalemia, high-dose methadone, drug interactions, underlying cardiac conditions, unrecognized congenital long Q-T interval syndrome, and predisposing DNA polymorphisms. Given the high mortality rates seen in untreated illicit opioid users and the clear efficacy of methadone in treating opioid addiction, the risk of using methadone, even in a patient with other risk factors for Q-T interval prolongation, may outweigh the alternative of no pharmacologic treatment. A baseline electrocardiogram (ECG), personal and family history of syncope, and a complete medication history should be obtained before a patient begins treatment with methadone. Given the apparent synergistic effects of parenteral methadone and chlorobutanol, oral methadone should be used whenever possible. CONCLUSION Q-T interval prolongation and TdP associated with the use of methadone are potentially fatal adverse effects. A thorough patient history and ECG monitoring are essential for patients treated with this agent, and alterations in treatment options may be necessary.
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Affiliation(s)
- John Stringer
- Pharmacy, Saint Barnabas Behavioral Health Center, Toms River, NJ 08754, USA.
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Mank-Seymour AR, Richmond JL, Wood LS, Reynolds JM, Fan YT, Warnes GR, Milos PM, Thompson JF. Association of torsades de pointes with novel and known single nucleotide polymorphisms in long QT syndrome genes. Am Heart J 2006; 152:1116-22. [PMID: 17161064 DOI: 10.1016/j.ahj.2006.08.020] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2006] [Accepted: 08/23/2006] [Indexed: 01/08/2023]
Abstract
BACKGROUND Reduction of drug-induced adverse events may be achievable through a better understanding of the underlying causes of such events. Identifying phenotypes and genotypes that allow event prediction would provide greater safety margins for new therapeutics. Torsades de pointes (TdP) is one such life-threatening adverse event and can arise from excessive lengthening of the QT interval. This study was designed to better understand the role of genetics in the development of TdP and to determine whether genotypes can be used to predict susceptibility and thus reduce adverse events. METHODS Seven known familial long QT syndrome genes were scanned for sequence variations in 34 patients with TdP. This group of patients is the largest such cohort ever assembled for this type of analysis. The allele frequencies for novel and known polymorphisms in these patients were compared with those in healthy control subjects. RESULTS Six novel mutations--4 in ANK2, 1 in KCNQ1, and 1 in SCN5A--were found in the patients with TdP. Two mutations were also found in 595 healthy control subjects, whereas the others were unique to patients with TdP. Two common single nucleotide polymorphisms may be associated with the risk of TdP. The entire ANK2 gene had not been screened in a population this large previously. CONCLUSIONS Genotypes alone could not be used to completely predict susceptibility to TdP, even when used with phenotypes. The best model using genotypic and phenotypic variables was unable to predict all events. It is unclear what other risk genes or environmental effects might be necessary to predict such cases.
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Antoons G, Volders PGA, Stankovicova T, Bito V, Stengl M, Vos MA, Sipido KR. Window Ca2+ current and its modulation by Ca2+ release in hypertrophied cardiac myocytes from dogs with chronic atrioventricular block. J Physiol 2006; 579:147-60. [PMID: 17138604 PMCID: PMC2075376 DOI: 10.1113/jphysiol.2006.124222] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Torsades de pointes (TdP) ventricular tachycardia typically occurs in the setting of early afterdepolarizations; it contributes to arrhythmias and sudden death in congenital and acquired heart disease. Window L-type Ca2+ current (ICaL) has a central role in the arrhythmogenesis and may be particularly important under beta-adrenergic stimulation. We studied the properties of ICaL in myocytes from the dog with chronic atrioventricular block (cAVB) that has cardiac hypertrophy and an increased susceptibility to TdP. Peak ICaL densities at baseline (K+ - and Na+ -free solutions, 10 mmol l(-1) [EGTA]pip) in cAVB were comparable to control, but inactivation was shifted to the right, resulting in a larger window current area in cAVB. Under beta-adrenergic stimulation, the window current area was increased and shifted to the left, but less so in cAVB (maximum at -27 mV, versus -32 mV in control). ICaL during a step to -35 mV showed a transient reduction immediately after the peak. Test steps to 0 mV, simultaneous recording of [Ca2+]i and manipulation of sarcoplasmic reticulum (SR) Ca2+ release showed that this resulted from inhibition and fast recovery of ICaL with SR Ca2+ release. The extent of this dynamic modulation was larger in cAVB than in control (23 +/- 2% of the initially available current, versus 13 +/- 3%; P<0.05). Early afterdepolarizations (EADs) in cAVB myocytes under beta-adrenergic stimulation typically occurred in the window current voltage range and after decline of [Ca2+]i. In conclusion, in cAVB, the larger window current, its rightward shift and enhanced dynamic modulation by SR Ca2+ release may contribute to an increased incidence of EADs in cAVB under beta-adrenergic stimulation.
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Affiliation(s)
- Gudrun Antoons
- Laboratory of Experimental Cardiology, University of Leuven, Leuven, Belgium
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Chapman H, Pasternack M. The action of the novel gastrointestinal prokinetic prucalopride on the HERG K+ channel and the common T897 polymorph. Eur J Pharmacol 2006; 554:98-105. [PMID: 17109852 DOI: 10.1016/j.ejphar.2006.10.019] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2006] [Revised: 10/03/2006] [Accepted: 10/06/2006] [Indexed: 01/08/2023]
Abstract
The human ether-à-go-go related gene (HERG) encodes the alpha-subunit of a delayed rectifier potassium channel important in the repolarisation of the cardiac action potential. Excessive action potential prolongation through HERG channel inhibition is associated with a risk of torsade de pointes arrhythmias and is a major challenge for drug development. The acute effects of the novel prokinetic prucalopride were examined on heterologously expressed HERG channels in human embryonic kidney (HEK) 293 cells using the whole-cell patch-clamp technique. Prucalopride inhibited HERG channels in a concentration-dependent manner with an IC(50) of 4.1 microM. Prucalopride significantly slowed channel deactivation and recovery from inactivation, accelerated and altered the extent of inactivation. Similar concentration-dependency and kinetic changes were observed with the minor T897 polymorphic HERG variant. Prucalopride block was frequency-independent due to rapid state-dependent block, with binding occurring in the open and inactivated states. Though prucalopride blocks HERG channels this is unlikely to be significant at clinically relevant concentrations.
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Affiliation(s)
- Hugh Chapman
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland.
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De Bruin ML, van Puijenbroek EP, Bracke M, Hoes AW, Leufkens HGM. Pharmacogenetics of drug-induced arrhythmias: a feasibility study using spontaneous adverse drug reactions reporting data. Pharmacoepidemiol Drug Saf 2006; 15:99-105. [PMID: 16329159 DOI: 10.1002/pds.1194] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
PURPOSE The bottleneck in pharmacogenetic research on rare adverse drug reactions (ADR) is retrieval of patients. Spontaneous reports of ADRs may form a useful source of patients. We investigated the feasibility of a pharmacogenetic study, in which cases were selected from the database of a spontaneous reporting system for ADRs, using drug-induced arrhythmias as an example. METHODS Reports of drug-induced arrhythmias to proarrhythmic drugs were selected from the database of the Netherlands Pharmacovigilance Centre (1996-2003). Information on the patient's general practitioner (GP) was obtained from the original report, or from another health care provider who reported the event. GPs were contacted and asked to recruit the patient as well as two age, gender and drug matched controls. Patients were asked to fill a questionnaire and provide a buccal swab DNA sample through the mail. DNA samples were screened for 10 missense mutations in 5 genes associated with the congenital long-QT (LQT) syndrome (KCNQ1, KCNH2, SCN5A, KCNE1, KCNE2). RESULTS We identified 45 eligible cases, 29 GPs could be contacted of which seven were willing to participate. Four cases and five matched controls could be included in the study, giving an overall participation rate of 9% (4/45). The main reason for GPs not being willing to participate was lack of time. Variants were identified in KCNH2, SCN5A and KCNE1. CONCLUSIONS Spontaneous reporting systems for ADRs may be used for pharmacogenetic research. The methods described, however, need to be improved to increase participation and international collaboration may be required.
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Affiliation(s)
- Marie L De Bruin
- Utrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmacoepidemiology and Pharmacotherapy, Utrecht, The Netherlands.
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Abstract
During the past decade pharmaceutical companies have been faced with the withdrawal of some of their marketed drugs because of rare, yet lethal, postmarketing reports associated with ventricular arrhythmias. The implicated drugs include antiarrhythmics, but also non-cardiac drugs, such as histamine blockers, antipsychotics, and antibiotics. These undesired effects involve prolongation of the QT interval, which may lead to characteristic ventricular tachyarrhythmias, known as torsades de pointes. These clinical symptoms of the acquired long QT syndrome (LQTS) are also found in an inherited form of the disease, called congenital LQTS. Nowadays, a number of environmental (non-genetic) and genetic risk factors for acquired LQTS have been described. Non-genetic factors include female gender, hypokalemia, and other heart diseases. The knowledge of genetic risk factors is emerging rapidly. During the last decade, mutations in several genes encoding ion channels have been shown to cause congenital LQTS. In acquired LQTS, a number of ‘silent’ mutation carriers in these LQTS genes have been identified, and functional polymorphisms in the same genes have been found that are associated with an increased vulnerability for the disease. Furthermore, there is also evidence that interindividual differences in drug metabolism, caused by functional polymorphisms in drug-metabolizing enzyme genes, may be a risk factor for acquired LQTS, especially if multiple drugs are involved. This review evaluates the current knowledge on these risk factors for acquired LQTS, with an emphasis on the genetic risk factors. It also assesses the potential to develop pharmacogenetic tests that will enable clinicians and pharmaceutical companies to identify at an early stage patients or individuals in the general population who are at risk of acquired LQTS.
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Affiliation(s)
- Jeroen Aerssens
- Johnson & Johnson Pharmaceutical Research and Development, Department of Internal Medicine, Turnhoutseweg 30, B-2340 Beerse, Belgium.
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