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Medwid S, Kim RB. Implementation of pharmacogenomics: Where are we now? Br J Clin Pharmacol 2024; 90:1763-1781. [PMID: 36366858 DOI: 10.1111/bcp.15591] [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: 07/27/2022] [Revised: 11/01/2022] [Accepted: 11/07/2022] [Indexed: 11/13/2022] Open
Abstract
Pharmacogenomics (PGx), examining the effect of genetic variation on interpatient variation in drug disposition and response, has been widely studied for several decades. However, as cost, as well as turnaround time associated with PGx testing, has significantly improved, the use of PGx in the clinical setting has been gaining momentum. Nevertheless, challenges have emerged in the broader clinical implementation of PGx. In this review, we will outline current models of PGx delivery and methodologies of evaluation, and discuss clinically relevant PGx tests and associated medications. Additionally, we will describe our approach for the broad implementation of pre-emptive DPYD genotyping in patients taking fluoropyrimidines in Ontario, Canada, as an example of clinically actionable PGx testing with sufficient clinical evidence of patient benefit that can become a new standard of patient care. We will highlight challenges associated with PGx testing, including a lack of diversity in PGx studies as well as general limitations that impact the broad adoption of PGx testing. Lastly, we examine the future of PGx, discussing new clinical targets, methodologies and analysis approaches.
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Affiliation(s)
- Samantha Medwid
- Department of Medicine, University of Western Ontario, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
- London Health Sciences Centre, London, Ontario, Canada
| | - Richard B Kim
- Department of Medicine, University of Western Ontario, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
- London Health Sciences Centre, London, Ontario, Canada
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Peters U, Sherling HR, Chin-Yee B. Hasty generalizations and generics in medical research: A systematic review. PLoS One 2024; 19:e0306749. [PMID: 38968284 PMCID: PMC11226088 DOI: 10.1371/journal.pone.0306749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 06/22/2024] [Indexed: 07/07/2024] Open
Abstract
It is unknown to what extent medical researchers generalize study findings beyond their samples when their sample size, sample diversity, or knowledge of conditions that support external validity do not warrant it. It is also unknown to what extent medical researchers describe their results with precise quantifications or unquantified generalizations, i.e., generics, that can obscure variations between individuals. We therefore systematically reviewed all prospective studies (n = 533) published in the top four highest ranking medical journals, Lancet, New England Journal of Medicine (NEJM), Journal of the American Medical Association (JAMA), and the British Medical Journal (BMJ), from January 2022 to May 2023. We additionally reviewed all NEJM Journal Watch clinical research summaries (n = 143) published during the same time. Of all research articles reporting prospective studies, 52.5% included generalizations beyond specific national study populations, with the numbers of articles with generics varying significantly between journals (JAMA = 12%; Lancet = 77%) (p < 0.001, V = 0.48). There was no evidence that articles containing broader generalizations or generics were correlated with larger or more nationally diverse samples. Moreover, only 10.2% of articles with generalizations beyond specific national populations reported external validity strengthening factors that could potentially support such extrapolations. There was no evidence that original research articles and NEJM Journal Watch summaries intended for practitioners differed in their use of broad generalizations, including generics. Finally, from the journal with the highest citation impact, articles containing broader conclusions were correlated with more citations. Since there was no evidence that studies with generalizations beyond specific national study populations or with generics were associated with larger, more nationally diverse samples, or with reports of population similarity that may permit extensions of conclusions, our findings suggest that the generalizations in many articles were insufficiently supported. Caution against overly broad generalizations in medical research is warranted.
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Affiliation(s)
- Uwe Peters
- Department of Philosophy, Utrecht University, Utrecht, Netherlands
| | | | - Benjamin Chin-Yee
- Department of History and Philosophy of Science, University of Cambridge, Cambridge, United Kingdom
- Department of Medicine, Division of Hematology, Schulich School of Medicine and Dentistry, Western University, London, Canada
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Xie J, Pan T, Luo W, Zhang S, Fang Y, Xu Z. CYP2C19 *2/*2 Genotype is a Risk Factor for Multi-Site Arteriosclerosis: A Hospital-Based Cohort Study. Int J Gen Med 2023; 16:5139-5146. [PMID: 37954650 PMCID: PMC10637229 DOI: 10.2147/ijgm.s437251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 10/31/2023] [Indexed: 11/14/2023] Open
Abstract
Background Vascular diseases such as atherosclerosis usually affect multiple organs. Genetic factors have a certain proportion in the risk factors of atherosclerosis. The purpose was to investigate the relationship of cytochrome P450 2C19 (CYP2C19) polymorphisms with multi-site atherosclerosis. Methods The study included 410 patients with single-site atherosclerosis and 529 patients with multi-site atherosclerosis. The relationship between CYP2C19 rs4244285 and rs4986893 polymorphisms and single-site atherosclerosis and multi-site atherosclerosis was analyzed. Results The proportion of CYP2C19 rs4244285 A allele (35.9% vs 29.9%, P=0.007) and rs4986893 G allele (97.7% vs 94.8%, P=0.001) in multi-site atherosclerosis group was significantly higher than that in single-site atherosclerosis group. The distribution of CYP2C19 genotypes was significantly different between the two groups (P=0.002). The results of univariate logistic regression indicated that CYP2C19 *1/*3 genotype (*1/*3 vs *1/*1: odds ratio (OR) 0.456, 95% confidence interval (CI): 0.231-0.902, P=0.024) may decrease risk of multi-site atherosclerosis, while *2/*2 genotype (*2/*2 vs *1/*1: OR 1.780, 95% CI: 1.100-2.880, P=0.019) may increase risk of multi-site atherosclerosis. Multivariate logistic regression (adjusted for gender, age, smoking, drinking, hypertension, and diabetes) indicated that CYP2C19 *1/*3 genotype (*1/*3 vs *1/*1: OR 0.459, 95% CI: 0.231-0.909, P=0.026) may be an independent protective factor for multi-site atherosclerosis, while *2/*2 genotype (*2/*2 vs *1/*1: OR 1.767, 95% CI: 1.091-2.864, P=0.021) may be an independent risk factor for multi-site atherosclerosis. Conclusion CYP2C19 *1/*3 genotype may be an independent protective factor for multi-site atherosclerosis, while *2/*2 genotype may be an independent risk factor for multi-site atherosclerosis.
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Affiliation(s)
- Jieyao Xie
- Intensive Care Unit, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
| | - Tingjun Pan
- Intensive Care Unit, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
| | - Weiwen Luo
- Intensive Care Unit, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
| | - Songsheng Zhang
- Intensive Care Unit, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
| | - Yuquan Fang
- Intensive Care Unit, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
| | - Zhou Xu
- Intensive Care Unit, Meizhou People’s Hospital, Meizhou Academy of Medical Sciences, Meizhou, People’s Republic of China
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Efficacy and Safety of Clopidogrel Versus Ticagrelor for Stabilized Patients With Acute Coronary Syndromes After Percutaneous Coronary Intervention: Results From a Real-World Registry in China. J Cardiovasc Pharmacol 2023; 81:134-140. [PMID: 36410041 DOI: 10.1097/fjc.0000000000001381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 10/10/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND The first 3 months after percutaneous coronary intervention (PCI) in patients with acute coronary syndrome (ACS) is a high-risk period for adverse events, including ischemic and bleeding events, which decrease greatly with time. It is worth investigating whether the use of potent P2Y12 inhibitors is necessary after the early stage. The purpose of this study was to investigate the differences in clinical outcomes between clopidogrel and ticagrelor in stable patients without ischemic or major bleeding events during the first 3 months after PCI. METHODS Data for this study were obtained from the PHARM-ACS registry (NCT04184583). Patients who were free from ischemic and major bleeding events in the first 3 months after PCI were enrolled. Inverse probability of treatment weighting (IPTW) and Cox proportional hazards model were applied to compare the differences in clinical outcomes between the 2 groups. Major adverse cardiovascular and cerebrovascular events (MACCE) were considered the primary end point, and major bleeding was considered the secondary end point. RESULTS A total of 6662 patients were included in this study. Of these, 3465 were treated with clopidogrel plus aspirin (clopidogrel group) and 3197 with ticagrelor plus aspirin (ticagrelor group). There were no significant differences in MACCE after IPTW adjustment for baseline variables (IPTW-adjusted HR, 1.06; 95% CI, 0.90-1.25) or major bleeding events (IPTW-adjusted HR, 0.97; 95% CI, 0.67-1.41) between the 2 groups. However, the incidence of minor bleeding in the clopidogrel group was significantly lower than that in the ticagrelor group (IPTW-adjusted HR, 0.65; 95% CI, 0.59-0.71). CONCLUSION In patients with ACS who were free from ischemic or major bleeding events during the first 3 months after PCI, the subsequent clopidogrel treatment might reduce minor bleeding events without increasing the risk of MACCE compared with ticagrelor. However, the results still need to be confirmed by large randomized controlled studies in the future.
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Biswas M, Jinda P, Sukasem C. Pharmacogenomics in Asians: Differences and similarities with other human populations. Expert Opin Drug Metab Toxicol 2023; 19:27-41. [PMID: 36755439 DOI: 10.1080/17425255.2023.2178895] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 02/07/2023] [Indexed: 02/10/2023]
Abstract
INTRODUCTION Various pharmacogenomic (PGx) variants differ widely in different ethnicities. and clinical outcomes associated with these variants may also be substantially varied. Literature was searched in different databases, i.e. PubMed, ScienceDirect, Web of Science, and PharmGKB, from inception to 30 June 2022 for this review. AREAS COVERED Certain PGx variants were distinctly varied in Asian populations compared to the other human populations, e.g. CYP2C19*2,*3,*17; CYP2C9*2,*3; CYP2D6*4,*5,*10,*41; UGT1A1*6,*28; HLA-B*15:02, HLA-B*15:21, HLA-B*58:01, and HLA-A*31:01. However, certain other variants do not vary greatly between Asian and other ethnicities, e.g. CYP3A5*3; ABCB1, and SLCO1B1*5. As evident in this review, the risk of major adverse cardiovascular events (MACE) was much stronger in Asian patients taking clopidogrel and who inherited the CYP2C19 loss-of-function alleles, e.g. CYP2C19*2 and*3, when compared to the western/Caucasian patients. Additionally, the risk of carbamazepine-induced severe cutaneous adverse drug reactions (SCARs) for the patients inheriting HLA-B*15:02 and HLA-B*15:21 alleles varied significantly between Asian and other ethnicities. In contrast, both Caucasian and Asian patients inheriting the SLCO1B1*5 variant possessed a similar magnitude of muscle toxicity, i.e. myopathy. EXPERT OPINION Asian countries should take measures toward expanding PGx research, as well as initiatives for the purposes of obtaining clinical benefits from this newly evolving and economically viable treatment model.
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Affiliation(s)
- Mohitosh Biswas
- Department of Pharmacy, University of Rajshahi, 6205, Rajshahi, Bangladesh
- Division of Pharmacogenomics and Personalized Medicine, Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, 10400, Bangkok, Thailand
- Laboratory for Pharmacogenomics, Ramathibodi Hospital, Somdech Phra Debaratana Medical Center SDMC, 10400, Bangkok, Thailand
| | - Pimonpan Jinda
- Division of Pharmacogenomics and Personalized Medicine, Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, 10400, Bangkok, Thailand
- Laboratory for Pharmacogenomics, Ramathibodi Hospital, Somdech Phra Debaratana Medical Center SDMC, 10400, Bangkok, Thailand
| | - Chonlaphat Sukasem
- Division of Pharmacogenomics and Personalized Medicine, Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, 10400, Bangkok, Thailand
- Laboratory for Pharmacogenomics, Ramathibodi Hospital, Somdech Phra Debaratana Medical Center SDMC, 10400, Bangkok, Thailand
- Pharmacogenomics and Precision Medicine Clinic, Bumrungrad Genomic Medicine Institute (BGMI), Bumrungrad International Hospital, 10110, Bangkok, Thailand
- MRC Centre for Drug Safety Science, Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, L69 3GL, Liverpool, UK
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Tamargo J, Kaski JC, Kimura T, Barton JC, Yamamoto K, Komiyama M, Drexel H, Lewis BS, Agewall S, Hasegawa K. Racial and ethnic differences in pharmacotherapy to prevent coronary artery disease and thrombotic events. EUROPEAN HEART JOURNAL - CARDIOVASCULAR PHARMACOTHERAPY 2022; 8:738-751. [PMID: 35848895 PMCID: PMC9520447 DOI: 10.1093/ehjcvp/pvac040] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 06/05/2022] [Accepted: 07/13/2022] [Indexed: 11/15/2022]
Abstract
Awareness of racial/ethnic disparities represents a key challenge for healthcare systems that attempt to provide effective healthcare and to reduce existing inequalities in the use of and adherence to guideline-recommended cardiovascular drugs to improve clinical outcomes for cardiovascular disease (CVD). In this review, we describe important racial/ethnic differences between and within ethnic groups in the prevalence, risk factors, haemostatic factors, anti-inflammatory and endothelial markers, recurrence, and outcomes of CVD. We discuss important differences in the selection, doses, and response [efficacy and adverse drug reactions (ADRs)] in ethnically diverse patients treated with antithrombotics or lipid-lowering drugs. Differences in drug response are mainly related to racial/ethnic differences in the frequency of polymorphisms in genes encoding drug-metabolizing enzymes (DMEs) and drug transporters. These polymorphisms markedly influence the pharmacokinetics, dose requirements, and safety of warfarin, clopidogrel, and statins. This review aims to support a better understanding of the genetic differences between and among populations to identify patients who may experience an ADR or a lack of drug response, thus optimizing therapy and improving outcomes. The greater the understanding of the differences in the genetic variants of DMEs and transporters that determine the differences in the exposure, efficacy, and safety of cardiovascular drugs between races/ethnicities, the greater the probability that personalized medicine will become a reality.
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Affiliation(s)
- Juan Tamargo
- Department of Pharmacology and Toxicology, School of Medicine, Instituto De Investigación Sanitaria Gregorio Marañón, Universidad Complutense , 28040 Madrid , Spain
| | - Juan Carlos Kaski
- Molecular and Clinical Sciences Research Institute, St George's, University of London , London SW17 0RE, UK
| | - Takeshi Kimura
- Department of Cardiovascular Medicine, Graduate School of Medicine, Kyoto University , Kyoto 606-8303, Japan
| | - Jack Charles Barton
- Critical Care and Perioperative Medicine Research Group, Royal London Hospital , London E1 1FR, UK
| | - Ko Yamamoto
- Department of Cardiovascular Medicine, Graduate School of Medicine, Kyoto University , Kyoto 606-8303, Japan
| | - Maki Komiyama
- Division of Translational Research, National Hospital Organization Kyoto Medical Center , 1-1 Fukakusa Mukaihatacho, Kyoto 612-8555, Japan
| | - Heinz Drexel
- Department of Internal Medicine & Intensive Care, Academic Teaching Hospital Bregenz, 6900 Bregenz, Austria; Vorarlberg Institute for Vascular Investigation and Treatment (VIVIT), Academic Teaching Hospital Feldkirch, 6800 Feldkirch , Austria
| | - Basil S Lewis
- Ruth and Bruce Rappaport School of Medicine, Technion-Israel Institute of Technology , Haifa 3200003 , Israel
| | - Stefan Agewall
- Department of Cardiology, Oslo University Hospital , 0424 Oslo, Norway
| | - Koji Hasegawa
- Division of Translational Research, National Hospital Organization Kyoto Medical Center , 1-1 Fukakusa Mukaihatacho, Kyoto 612-8555, Japan
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Wang T, Yang H, Yang J, Guo N, Wu G, Xu X, An M. Quantitative Determination of Four Potential Genotoxic Impurities in the Active Pharmaceutical Ingredients in TSD-1 Using UPLC-MS/MS. Molecules 2022; 27:molecules27134129. [PMID: 35807373 PMCID: PMC9268482 DOI: 10.3390/molecules27134129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 06/19/2022] [Accepted: 06/25/2022] [Indexed: 11/30/2022] Open
Abstract
A novel method of ultra-performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS) was developed for the identification and quantification of four potential genotoxic impurities (PGIs) in the active pharmaceutical ingredients of TSD-1, a novel P2Y12 receptor antagonist. Four PGIs were named, 4-nitrobenzenesulfonic acid, methyl 4-nitrobenzenesulfonate, ethyl 4-nitrobenzenesulfonate, and isopropyl 4-nitrobenzenesulfonate. Following the International Conference of Harmonization (ICH) guidelines, this methodology is capable of quantifying four PGIs at 15.0 ppm in samples of 0.5 mg/mL concentration. This validated approach presented very low limits (0.1512−0.3897 ng/mL), excellent linearity (coefficients > 0.9900), and a satisfactory recovery range (94.9−115.5%). The method was sufficient in terms of sensitivity, linearity, precision, accuracy, selectivity, and robustness and, thus, has high practicality in the pharmaceutical quality control of TSD-1.
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Affiliation(s)
- Taiyu Wang
- Department of Pharmacy, Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou 014060, China; (T.W.); (G.W.)
- Chemical Pharmaceutical Research Center, Tasly Academy, Tasly Holding Group Co., Ltd., Tianjin 300410, China; (H.Y.); (J.Y.)
| | - Hailong Yang
- Chemical Pharmaceutical Research Center, Tasly Academy, Tasly Holding Group Co., Ltd., Tianjin 300410, China; (H.Y.); (J.Y.)
| | - Jie Yang
- Chemical Pharmaceutical Research Center, Tasly Academy, Tasly Holding Group Co., Ltd., Tianjin 300410, China; (H.Y.); (J.Y.)
| | - Ningjie Guo
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, China;
| | - Guodong Wu
- Department of Pharmacy, Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou 014060, China; (T.W.); (G.W.)
| | - Xueyu Xu
- Chemical Pharmaceutical Research Center, Tasly Academy, Tasly Holding Group Co., Ltd., Tianjin 300410, China; (H.Y.); (J.Y.)
- Correspondence: (X.X.); (M.A.)
| | - Ming An
- Department of Pharmacy, Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou 014060, China; (T.W.); (G.W.)
- Correspondence: (X.X.); (M.A.)
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Factors Associated with Platelet Activation-Recent Pharmaceutical Approaches. Int J Mol Sci 2022; 23:ijms23063301. [PMID: 35328719 PMCID: PMC8955963 DOI: 10.3390/ijms23063301] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/16/2022] [Accepted: 03/17/2022] [Indexed: 02/06/2023] Open
Abstract
Platelets are at the forefront of human health and disease following the advances in their research presented in past decades. Platelet activation, their most crucial function, although beneficial in the case of vascular injury, may represent the initial step for thrombotic complications characterizing various pathologic states, primarily atherosclerotic cardiovascular diseases. In this review, we initially summarize the structural and functional characteristics of platelets. Next, we focus on the process of platelet activation and its associated factors, indicating the potential molecular mechanisms involving inflammation, endothelial dysfunction, and miRs. Finally, an overview of the available antiplatelet agents is being portrayed, together with agents possessing off-set platelet-inhibitory actions, while an extensive presentation of drugs under investigation is being given.
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Barton JC, Kaski JC. Ethnic and Regional Differences in the Management of Angina: The Way Forward. Eur Cardiol 2022; 17:e07. [PMID: 35321525 PMCID: PMC8924955 DOI: 10.15420/ecr.2021.60] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 12/21/2021] [Indexed: 11/06/2022] Open
Abstract
For decades, there has been great interest in ethnic differences in the management of angina and stable cardiovascular disease. Clinical decisionmaking is known to be both consciously and unconsciously influenced by a patient's demographics, and this is due to in part to differences in clinical guidance and opinion. However, the evidence supporting such decision-making is sparse. Nonetheless, there is overwhelming evidence that international, national, regional, institutional, departmental and individual bias disproportionately affect subgroups of the population, resulting in adverse patient outcomes. While without doubt there will be rapid advancements in individualised therapies over the coming years and decades, the most beneficial immediate action clinicians can take is to reduce disparities in both the evidence base and care provision. Doing so will require great collaborative effort.
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Affiliation(s)
- Jack C Barton
- Critical Care and Perioperative Medicine Research Group, Royal London Hospital, London, UK
| | - Juan Carlos Kaski
- Molecular and Clinical Sciences Research Institute, St George’s University of London, London, UK
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Biswas M, Sawajan N, Rungrotmongkol T, Sanachai K, Ershadian M, Sukasem C. Pharmacogenetics and Precision Medicine Approaches for the Improvement of COVID-19 Therapies. Front Pharmacol 2022; 13:835136. [PMID: 35250581 PMCID: PMC8894812 DOI: 10.3389/fphar.2022.835136] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 01/24/2022] [Indexed: 01/18/2023] Open
Abstract
Many drugs are being administered to tackle coronavirus disease 2019 (COVID-19) pandemic situations without establishing clinical effectiveness or tailoring safety. A repurposing strategy might be more effective and successful if pharmacogenetic interventions are being considered in future clinical studies/trials. Although it is very unlikely that there are almost no pharmacogenetic data for COVID-19 drugs, however, from inferring the pharmacokinetic (PK)/pharmacodynamic(PD) properties and some pharmacogenetic evidence in other diseases/clinical conditions, it is highly likely that pharmacogenetic associations are also feasible in at least some COVID-19 drugs. We strongly mandate to undertake a pharmacogenetic assessment for at least these drug-gene pairs (atazanavir-UGT1A1, ABCB1, SLCO1B1, APOA5; efavirenz-CYP2B6; nevirapine-HLA, CYP2B6, ABCB1; lopinavir-SLCO1B3, ABCC2; ribavirin-SLC28A2; tocilizumab-FCGR3A; ivermectin-ABCB1; oseltamivir-CES1, ABCB1; clopidogrel-CYP2C19, ABCB1, warfarin-CYP2C9, VKORC1; non-steroidal anti-inflammatory drugs (NSAIDs)-CYP2C9) in COVID-19 patients for advancing precision medicine. Molecular docking and computational studies are promising to achieve new therapeutics against SARS-CoV-2 infection. The current situation in the discovery of anti-SARS-CoV-2 agents at four important targets from in silico studies has been described and summarized in this review. Although natural occurring compounds from different herbs against SARS-CoV-2 infection are favorable, however, accurate experimental investigation of these compounds is warranted to provide insightful information. Moreover, clinical considerations of drug-drug interactions (DDIs) and drug-herb interactions (DHIs) of the existing repurposed drugs along with pharmacogenetic (e.g., efavirenz and CYP2B6) and herbogenetic (e.g., andrographolide and CYP2C9) interventions, collectively called multifactorial drug-gene interactions (DGIs), may further accelerate the development of precision COVID-19 therapies in the real-world clinical settings.
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Affiliation(s)
- Mohitosh Biswas
- Division of Pharmacogenomics and Personalized Medicine, Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
- Laboratory for Pharmacogenomics, Somdech Phra Debaratana Medical Center (SDMC), Ramathibodi Hospital, Bangkok, Thailand
- Department of Pharmacy, University of Rajshahi, Rajshahi, Bangladesh
| | - Nares Sawajan
- Division of Pharmacogenomics and Personalized Medicine, Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
- Laboratory for Pharmacogenomics, Somdech Phra Debaratana Medical Center (SDMC), Ramathibodi Hospital, Bangkok, Thailand
- Department of Pathology, School of Medicine, Mae Fah Luang University, Chiang Rai, Thailand
| | - Thanyada Rungrotmongkol
- Structural and Computational Biology Research Unit, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
- Program in Bioinformatics and Computational Biology, Graduate School, Chulalongkorn University, Bangkok, Thailand
| | - Kamonpan Sanachai
- Structural and Computational Biology Research Unit, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - Maliheh Ershadian
- Division of Pharmacogenomics and Personalized Medicine, Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
- Laboratory for Pharmacogenomics, Somdech Phra Debaratana Medical Center (SDMC), Ramathibodi Hospital, Bangkok, Thailand
| | - Chonlaphat Sukasem
- Division of Pharmacogenomics and Personalized Medicine, Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
- Laboratory for Pharmacogenomics, Somdech Phra Debaratana Medical Center (SDMC), Ramathibodi Hospital, Bangkok, Thailand
- Pharmacogenomics and Precision Medicine, The Preventive Genomics and Family Check-up Services Center, Bumrungrad International Hospital, Bangkok, Thailand
- MRC Centre for Drug Safety Science, Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
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P2Y12 receptor inhibitor plus aspirin versus aspirin treated within 24 hours of acute noncardioembolic ischemic stroke or TIA: Meta-analysis. J Formos Med Assoc 2021; 121:1053-1061. [PMID: 34426033 DOI: 10.1016/j.jfma.2021.08.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/27/2021] [Accepted: 08/04/2021] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND/PURPOSE Antiplatelet therapy is the cornerstone for acute ischemic stroke or transient ischemic attack (TIA). The purpose of this study was to conduct a meta-analysis to assess the efficacy and safety of P2Y12 receptor inhibitor plus aspirin versus aspirin alone treated within 24 h after acute noncardioembolic ischemic stroke or TIA. METHODS We search Pubmed, EMBASE, CENTRAL and clinicaltrials.gov from January 1966 to January 2021. We included randomized trials which compared P2Y12 receptor inhibitor plus aspirin versus aspirin alone. Relative risk (RR) with 95% confidence (CI) was used as a measure of P2Y12 receptor inhibitor plus aspirin versus aspirin. The primary efficacy endpoint was recurrent stroke and the primary safety endpoint was severe bleeding. RESULTS The search identified 5 randomized trials comparing P2Y12 receptor inhibitor plus aspirin and aspirin with 21,808 individuals enrolled. Pooled results from these trials showed that P2Y12 receptor inhibitor plus aspirin compared with aspirin was associated with a lower risk of recurrent stroke (RR 0.75, 95% CI 0.68 to 0.83). Ticagrelor plus aspirin compared with aspirin was associated with increased risk of severe bleeding (RR 3.98, 95% CI 1.74 to 9.10) and intracranial hemorrhage (RR 3.32, 95% CI 1.33 to 8.25), whereas clopidogrel plus aspirin vs. aspirin had similar hemorrhagic risk. CONCLUSION P2Y12 receptor inhibitor plus aspirin vs aspirin given within 24 h after acute noncardioembolic ischemic stroke or TIA reduces the risk of subsequent stroke. However, the risk of severe bleeding, including intracranial hemorrhage, was higher with ticagrelor plus aspirin vs aspirin. PROSPERO ID CRD42020203730.
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