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van den Broek WWA, Ingraham BS, Pereira NL, Lee CR, Cavallari LH, Swen JJ, Angiolillo DJ, Ten Berg JM. Genotype-Guided Antiplatelet Therapy: JACC Review Topic of the Week. J Am Coll Cardiol 2024; 84:1107-1118. [PMID: 39260933 DOI: 10.1016/j.jacc.2024.06.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 06/21/2024] [Indexed: 09/13/2024]
Abstract
The clinical efficacy and safety of antiplatelet agents vary among patients. Consequently, some patients are at increased risk of recurrent ischemic events during treatment. This interindividual variability can be a result of genetic variants in enzymes that play a role in drug metabolism. The field of pharmacogenomics explores the influence of these genetic variants on an individual's drug response. Tailoring antiplatelet treatment based on genetic variants can potentially result in optimized dosing or a change in drug selection. Most evidence supports guiding therapy based on the CYP2C19 allelic variants in patients with an indication for dual antiplatelet therapy. In ticagrelor-treated or prasugrel-treated patients, a genotype-guided de-escalation strategy can reduce bleeding risk, whereas in patients treated with clopidogrel, an escalation strategy may prevent ischemic events. Although the clinical results are promising, few hospitals have implemented these strategies. New results, technological advancements, and growing experience may potentially overcome current barriers for implementation in the future.
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Affiliation(s)
| | - Brenden S Ingraham
- Department of Cardiovascular Diseases, Mayo Clinic, Rochester, Minnesota, USA
| | - Naveen L Pereira
- Department of Cardiovascular Diseases, Mayo Clinic, Rochester, Minnesota, USA
| | - Craig R Lee
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Larisa H Cavallari
- Department of Pharmacotherapy and Translational Research, University of Florida, Gainesville, Florida, USA
| | - Jesse J Swen
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, the Netherlands
| | - Dominick J Angiolillo
- Division of Cardiology, University of Florida College of Medicine-Jacksonville, Jacksonville, Florida, USA
| | - Jurriën M Ten Berg
- Department of Cardiology, St Antonius Hospital, Nieuwegein, the Netherlands; Cardiovascular Research Institute Maastricht, Maastricht, the Netherlands.
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Boivin-Proulx LA, Bainey KR, Marquis-Gravel G, Graham MM. Potent P2Y 12 Inhibitor Selection and De-escalation Strategies in Acute Coronary Syndrome Patients Undergoing Percutaneous Coronary Intervention: Systematic Review and Meta-analysis. CJC Open 2024; 6:677-688. [PMID: 38846440 PMCID: PMC11150953 DOI: 10.1016/j.cjco.2023.11.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 11/30/2023] [Indexed: 06/09/2024] Open
Abstract
Background Balancing the effects of dual antiplatelet therapy (DAPT) in the era of potent purinergic receptor type Y, subtype 12 (P2Y12) inhibitors remains a challenge in the management of acute coronary syndrome (ACS). Methods We conducted a systematic review and meta-analysis following a 2-stage process consisting of searching for systematic reviews published between 2019 and November 2022. We included randomized controlled trials (RCTs) of ACS patients treated with percutaneous coronary intervention comparing (i) ticagrelor- vs prasugrel-based DAPT and (ii) P2Y12 inhibitor de-escalation strategies. Outcomes of interest were major adverse cardiovascular events (MACE), all-cause death, stent thrombosis, and major bleeding. We estimated risk ratios (RRs) and 95% confidence intervals (CIs) using a random-effects model. Results Eight RCTs (n = 5571) compared ticagrelor to prasugrel. Ticagrelor was associated with an increased risk of MACE compared to prasugrel (RR 1.23, 95% CI 1.01-1.49, moderate certainty), without significant differences in death, stent thrombosis, or major bleeding. In 2 RCTs (n = 3343) comparing clopidogrel-based DAPT de-escalation after 1 month to potent P2Y12 inhibitor-based DAPT continuation, clopidogrel de-escalation did not significantly alter the incidence of MACE, death, or stent thrombosis, but reduced that of major bleeding (RR 0.51, 95% CI 0.28-0.92, high certainty). The effect of prasugrel dose de-escalation was inconclusive for all outcomes based on one trial. Conclusions Ticagrelor was associated with an increase in MACE compared with prasugrel, based on low-certainty evidence, whereas de-escalation to clopidogrel after 1 month of potent P2Y12 inhibitor was associated with a decrease in incidence of major bleeding without increasing thrombotic outcomes in ACS patients post-percutaneous coronary intervention.
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Affiliation(s)
| | - Kevin R. Bainey
- Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada
| | | | - Michelle M. Graham
- Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada
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Chakraborty S, Sarkar D, Samajdar SS, Biswas P, Mohapatra D, Halder S, Yunus M. Efficacy and safety of cangrelor as compared to ticagrelor in patients with ST-elevated myocardial infarction (STEMI): a systematic review and meta-analysis. Egypt Heart J 2024; 76:48. [PMID: 38625596 PMCID: PMC11021388 DOI: 10.1186/s43044-024-00480-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 04/08/2024] [Indexed: 04/17/2024] Open
Abstract
BACKGROUND This systematic review and meta-analysis aimed to compare the efficacy and safety of cangrelor as compared to ticagrelor in patients with ST-elevated myocardial infarction (STEMI) who underwent percutaneous intervention. METHODS PubMed, Embase, Scopus, Web of Science, Cochrane CENTRAL, and ClinicalTrials.gov databases were searched for relevant head-on-comparison or swapping studies. The primary outcome was the rate of high platelet reactivity (HPR) at specific time intervals after stopping cangrelor infusion during the first 24 h. Secondary outcomes were the risks of thrombosis, all-cause mortality and bleeding. Pooled odds ratios (ORs) were calculated using random-effects models. RESULTS A total of 1018 studies were screened and eight were included in the analysis. There were four head-on-comparison studies and four swapping studies. There was no significant difference in the proportion of patients achieving a high platelet reactivity in swapping studies [OR, 0.71 (95% CI 0.04, 13.87), p = 0.82, i2 = 88%]. In head-on-comparison studies, PRU from Fig. 2B shows there was no significant reduction in high platelet reactivity [mean difference - 77.83 (95% CI - 238.84, 83.18), p < 0.001, i2 = 100%]. PRU results from (Fig. 2C) show a mean difference of 7.38 (95% CI - 29.74, 44.51), p < 0.001, i2 = 97%. There was no significant difference in the risks of thrombosis [OR, 0.91 (95% CI 0.20, 4.13), p = 0.81, i2 = 0%], all-cause mortality [OR, 3.52 (95% CI 0.44, 27.91), p = 0.24, i2 = 26%] and bleeding [OR, 0.89 (95% CI 0.37, 2.17), p = 0.93, i2 = 0%] between the two groups as revealed in the head-on-comparison studies. CONCLUSION The efficacy and safety profiles of cangrelor and ticagrelor were similar in patients with STEMI.
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Affiliation(s)
- Subhro Chakraborty
- Department of Cardiology, RGKar Medical College, HA 35, Sector 3, Saltlake CityKolkata, 700097, India.
| | - Debalina Sarkar
- Department of Endocrinology, RGKar Medical College, Kolkata, India
| | - Shambo Samrat Samajdar
- School of Tropical Medicine Kolkata, Diabetes and Allergy-Asthma Therapeutics Speciality Clinic, Kolkata, India
| | - Pallab Biswas
- Department of Cardiology, RGKar Medical College, HA 35, Sector 3, Saltlake CityKolkata, 700097, India
| | - Debasish Mohapatra
- Department of Cardiology, RGKar Medical College, HA 35, Sector 3, Saltlake CityKolkata, 700097, India
| | - Saptarshi Halder
- Department of Cardiology, RGKar Medical College, HA 35, Sector 3, Saltlake CityKolkata, 700097, India
| | - Mohammad Yunus
- Department of Cardiology, RGKar Medical College, HA 35, Sector 3, Saltlake CityKolkata, 700097, India
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Weng Q, Goh SL, Wu J, Persson MSM, Wei J, Sarmanova A, Li X, Hall M, Doherty M, Jiang T, Zeng C, Lei G, Zhang W. Comparative efficacy of exercise therapy and oral non-steroidal anti-inflammatory drugs and paracetamol for knee or hip osteoarthritis: a network meta-analysis of randomised controlled trials. Br J Sports Med 2023; 57:990-996. [PMID: 36593092 PMCID: PMC10423468 DOI: 10.1136/bjsports-2022-105898] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/20/2022] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Clinical guidelines recommend exercise as a core treatment for knee or hip osteoarthritis (OA). However, how its analgesic effect compares to analgesics, for example, oral non-steroidal anti-inflammatory drugs (NSAIDs) and paracetamol-the most commonly used analgesics for OA, remains unknown. DESIGN Network meta-analysis. DATA SOURCES PubMed, Embase, Scopus, Cochrane Library and Web of Science from database inception to January 2022. ELIGIBILITY CRITERIA FOR SELECTING STUDIES Randomised controlled trials (RCTs) comparing exercise therapy with oral NSAIDs and paracetamol directly or indirectly in knee or hip OA. RESULTS A total of n=152 RCTs (17 431 participants) were included. For pain relief, there was no difference between exercise and oral NSAIDs and paracetamol at or nearest to 4 (standardised mean difference (SMD)=-0.12, 95% credibility interval (CrI) -1.74 to 1.50; n=47 RCTs), 8 (SMD=0.22, 95% CrI -0.05 to 0.49; n=2 RCTs) and 24 weeks (SMD=0.17, 95% CrI -0.77 to 1.12; n=9 RCTs). Similarly, there was no difference between exercise and oral NSAIDs and paracetamol in functional improvement at or nearest to 4 (SMD=0.09, 95% CrI -1.69 to 1.85; n=40 RCTs), 8 (SMD=0.06, 95% CrI -0.20 to 0.33; n=2 RCTs) and 24 weeks (SMD=0.05, 95% CrI -1.15 to 1.24; n=9 RCTs). CONCLUSIONS Exercise has similar effects on pain and function to that of oral NSAIDs and paracetamol. Given its excellent safety profile, exercise should be given more prominence in clinical care, especially in older people with comorbidity or at higher risk of adverse events related to NSAIDs and paracetamol.CRD42019135166.
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Affiliation(s)
- Qianlin Weng
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Siew-Li Goh
- Centre for Epidemiology and Evidence-Based Practice, University of Malaya, Kuala Lumpur, Malaysia
- Sports and Exercise Medicine Research and Education Group, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Jing Wu
- Hunan Key Laboratory of Joint Degeneration and Injury, Changsha, Hunan, China
| | - Monica S M Persson
- Academic Rheumatology, School of Medicine, University of Nottingham, Nottingham, UK
- Pain Centre Versus Arthritis, University of Nottingham, Nottingham, UK
| | - Jie Wei
- Hunan Key Laboratory of Joint Degeneration and Injury, Changsha, Hunan, China
- Health Management Center, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Aliya Sarmanova
- Academic Rheumatology, School of Medicine, University of Nottingham, Nottingham, UK
- Pain Centre Versus Arthritis, University of Nottingham, Nottingham, UK
| | - Xiaoxiao Li
- Hunan Key Laboratory of Joint Degeneration and Injury, Changsha, Hunan, China
| | - Michelle Hall
- Pain Centre Versus Arthritis, University of Nottingham, Nottingham, UK
- Division of Physiotherapy Rehabilitation Sciences Education, University of Nottingham, Nottingham, UK
- Versus Arthritis Centre for Sport, Exercise and Osteoarthritis Research, University of Nottingham, Nottingham, UK
| | - Michael Doherty
- Academic Rheumatology, School of Medicine, University of Nottingham, Nottingham, UK
- Pain Centre Versus Arthritis, University of Nottingham, Nottingham, UK
- Versus Arthritis Centre for Sport, Exercise and Osteoarthritis Research, University of Nottingham, Nottingham, UK
| | - Ting Jiang
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Academic Rheumatology, School of Medicine, University of Nottingham, Nottingham, UK
- Pain Centre Versus Arthritis, University of Nottingham, Nottingham, UK
- Department of Ultrasonography, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chao Zeng
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Key Laboratory of Joint Degeneration and Injury, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Guanghua Lei
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Key Laboratory of Joint Degeneration and Injury, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Engineering Research Center of Osteoarthritis, Changsha, Hunan, China
| | - Weiya Zhang
- Academic Rheumatology, School of Medicine, University of Nottingham, Nottingham, UK
- Pain Centre Versus Arthritis, University of Nottingham, Nottingham, UK
- Versus Arthritis Centre for Sport, Exercise and Osteoarthritis Research, University of Nottingham, Nottingham, UK
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Kulkarni N, Taur S, Kaur J, Akolekar R, ES S. A Cardiologists’ Survey on the Use of Anticoagulants and Antiplatelets in Patients With Atrial Fibrillation and Acute Coronary Syndrome or Those Undergoing Percutaneous Coronary Intervention in India. Cureus 2023; 15:e35220. [PMID: 36968941 PMCID: PMC10032421 DOI: 10.7759/cureus.35220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/18/2023] [Indexed: 02/22/2023] Open
Abstract
PURPOSE The management of patients with atrial fibrillation (AF) and acute coronary syndrome (ACS) or undergoing percutaneous coronary intervention (PCI) requires appropriate antithrombotic regimens for stroke prevention and in-stent thrombosis. Current practice recommendations are largely based on consensus options as there is limited evidence from randomized clinical trials. Hence, by surveying a group of cardiologists across India, we sought to better understand the current practice patterns of using oral anticoagulants (vitamin K antagonist, VKA or non-vitamin K antagonist oral anticoagulant, NOAC) and antiplatelet therapy in those patients in India. METHODS A cross-sectional questionnaire-based survey was conducted across India to better understand the clinical practices in AF management. RESULTS A total of 151 cardiologists participated in this survey. The most commonly prescribed combination therapy in patients with AF and ACS/undergoing PCI was triple therapy (NOAC + dual antiplatelet [aspirin and P2Y12 inhibitor]) (54.30%) followed by NOAC + single antiplatelet (33.11%). Only 11.26% of cardiologists prescribed VKA + dual antiplatelet therapy. Among anticoagulants, cardiologists prescribed NOACs to 66.11% of patients and VKAs to 25.54% of patients. Among P2Y12 inhibitors, ticagrelor (50.99%) and clopidogrel (47.02%) were the most preferred medication. The physician reported patient adherence rates to NOACs were higher compared to VKAs. Around 41.06% of cardiologists reportedly changed antiplatelet therapy for patients from dual antiplatelet to single antiplatelet therapy in three months; 36.42%, in one month; and 19.21% in six months after PCI. Around 61.59% of cardiologists stopped prescribing antiplatelet therapy for patients by one year. CONCLUSION Our survey demonstrated that the majority of cardiologists used triple therapy (NOAC + dual antiplatelet), followed by NOAC + single antiplatelet for managing patients with AF and ACS or undergoing PCI in line with the available guidelines.
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Hesselbarth D, Gjermeni D, Szabo S, Siegel PM, Diehl P, Moser M, Bode C, Olivier CB. Time from blood draw to multiple electrode aggregometry and association with platelet reactivity. J Thromb Thrombolysis 2023; 55:134-140. [PMID: 36344849 PMCID: PMC9925483 DOI: 10.1007/s11239-022-02720-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/13/2022] [Indexed: 11/09/2022]
Abstract
Results from multiple electrode aggregometry (MEA) may vary according to pre-analytic factors. This study aimed to analyze the association of time from blood draw to MEA in patients undergoing percutaneous coronary intervention (PCI). In this observational single-center cohort study, platelet aggregation (aggregation units, U) was quantified by MEA (Multiplate Analyzer) after stimulation with adenosine diphosphate (ADP; final concentration [Fc] 6.4 μM), thrombin receptor activating peptide (TRAP; Fc 32 μM), or arachidonic acid (AA; Fc 0.5 mM) in patients treated with ASA and clopidogrel following PCI. High on-clopidogrel platelet reactivity (HPR) was defined as ADP-induced platelet aggregation ≥ 46 U. The manufacturer recommends performing the analysis within 30-180 min after blood draw. Patients were grouped according to the time from blood draw to MEA: 30-180 min, < 30 min, or > 180 min. Platelet function of 273 patients with coronary artery disease undergoing PCI with dual antiplatelet therapy was analyzed. The median age was 72 years (interquartile range, IQR 62-79) and 179 (66%) were male. Median ADP-, TRAP-, and AA-induced aggregation was 25 (IQR 18-36) U, 79 (IQR 63-96) U, and 12 (IQR 7-18) U, respectively. For those analyzed within 30-180 min from blood draw, no significant correlation of time from blood draw to MEA was observed 1) ADP (r = - 0.04, p = 0.51); 2) TRAP (r = - 0.06, p = 0.32); 3) AA (r = - 0.03, p = 0.67). In patients undergoing percutaneous coronary intervention and treated with dual antiplatelet therapy, the time from blood draw to multiple electrode aggregometry does not correlate with ADP- induced aggregation when the measurement occurred within the recommended time interval of 30-180 min after blood draw.
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Affiliation(s)
- David Hesselbarth
- grid.5963.9Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, Freiburg, 79106 Germany
| | - Diona Gjermeni
- grid.5963.9Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, Freiburg, 79106 Germany
| | - Sofia Szabo
- grid.5963.9Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, Freiburg, 79106 Germany
| | - Patrick M. Siegel
- grid.5963.9Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, Freiburg, 79106 Germany
| | - Philipp Diehl
- grid.5963.9Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, Freiburg, 79106 Germany ,Department of Cardiology, Pneumology, Angiology, Geriatrics & Intensive Care Medicine, Ortenau Hospital, Lahr-Ettenheim, Germany
| | - Martin Moser
- grid.5963.9Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, Freiburg, 79106 Germany
| | - Christoph Bode
- grid.5963.9Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, Freiburg, 79106 Germany
| | - Christoph B. Olivier
- grid.5963.9Department of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, Freiburg, 79106 Germany
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Thakker R, Iturrizaga JC, Abu Sharifeh T. Vascular Closure Devices after Femoral Arteriotomy: Insight in High-Risk Patients. J Am Heart Assoc 2022; 12:e028501. [PMID: 36583433 PMCID: PMC9973604 DOI: 10.1161/jaha.122.028501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Ravi Thakker
- Division of Cardiovascular DiseaseUniversity of Texas Medical BranchGalvestonTX
| | - Jose C. Iturrizaga
- Division of Cardiovascular DiseaseUniversity of Texas Medical BranchGalvestonTX
| | - Tareq Abu Sharifeh
- Division of Cardiovascular DiseaseUniversity of Texas Medical BranchGalvestonTX
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Tam CC, Tse HF. Antiplatelet Therapy Aims and Strategies in Asian Patients with Acute Coronary Syndrome or Stable Coronary Artery Disease. J Clin Med 2022; 11:7440. [PMID: 36556067 PMCID: PMC9784545 DOI: 10.3390/jcm11247440] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 11/30/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
Dual antiplatelet therapy (DAPT) has been the mainstay treatment to reduce ischemic events, such as myocardial infarction or stroke, in patients with coronary artery disease (CAD). The development of potent P2Y12 inhibitors (ticagrelor and prasugrel) has helped to further reduce ischemic events, particularly among high-risk patients. Meanwhile, the evolution of newer generations of drug-eluting stents are also improving outcomes of percutaneous coronary intervention. Research studies on antiplatelet therapy in recent years have focused on balancing ischemic and bleeding risks through different strategies, which include P2Y12 inhibitor monotherapy, escalation and de-escalation, and extended DAPT. Because results from the large number of clinical studies may sometimes appear conflicting, this review aims to summarize recent advances, and demonstrate that they are aligned by a general principle, namely, strategies may be adopted based on treatment aims for specific patients at several time points. Another aim of this review is to outline the important considerations for using antiplatelet therapy in Asian patients, in whom there is a greater prevalence of CYP2C19 loss-of-function mutations, and a common increased risk of bleeding, despite high platelet reactivity (the so-called "East Asian Paradox").
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Affiliation(s)
- Chor-Cheung Tam
- Division of Cardiology, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Hung-Fat Tse
- Cardiology Division, Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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Ding JW, Chen Y, Yu ZZ, Zhao YB, Fan KP, Yao XD, Hu LL, Liao YH, Deng TH, Xia Y, Liao HH, Yang RQ. De-Escalation Dual Antiplatelet Therapy Prevail over Potent P2Y12 Inhibitor Monotherapy in Patients with Acute Coronary Syndrome Undergone Percutaneous Coronary Intervention: A Network Meta-Analysis. Rev Cardiovasc Med 2022; 23:360. [PMID: 39076186 PMCID: PMC11269070 DOI: 10.31083/j.rcm2311360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 08/11/2022] [Accepted: 09/02/2022] [Indexed: 07/31/2024] Open
Abstract
Background Dual antiplatelet therapy (DAPT) with potent P2Y12 inhibitor is the cornerstone of acute coronary syndrome (ACS) management. Balancing the effects of different strategies of antiplatelet therapy including DAPT de-escalation, potent P2Y12 inhibitor monotherapy, and conventional DAPT is a hot topic. Methods A systematic search was conducted from the MEDLINE, PubMed, and Embase through October 2021 to identify various DAPT strategies in randomized controlled trials (RCTs) for treatment of ACS patients after undergoing PCI with drug-eluting stent (DES). The network meta-analysis was performed to investigate the net clinic benefit of the DAPT de-escalation, potent P2Y12 inhibitor monotherapy, as well as conventional DAPT. The primary outcome was net adverse clinical events, defined as a composite of major bleeding and cardiac death, myocardial infarction, stroke, stent thrombosis, or target-vessel revascularization. The secondary outcomes include major adverse cardiac events and trial-defined major or minor bleeding. Results A total of 14 RCTs with 63,982 patients were included. The DAPT de-escalation was associated with a lower risk of the primary outcome compared with potent P2Y12 inhibitor monotherapy (De-escalation vs monotherapy odds ratio (OR): 0.72 95% confidence interval (CI): 0.55-0.96), and other antiplatelet strategies (De-escalation vs clopidogrel + aspirin OR: 0.49 95% CI: 0.39-0.63; De-escalation vs prasugrel + aspirin OR: 0.76 95% CI: 0.59-0.98; De-escalation vs ticagrelor + aspirin OR: 0.76 95% CI: 0.55-0.90). There were no statistical differences in the incidence of bleeding (DAPT de-escalation vs P2Y12 inhibitor monotherapy OR: 0.73 95% CI: 0.47-1.12) and major adverse cardiac events (DAPT de-escalation vs P2Y12 inhibitor monotherapy OR: 0.79 95% CI: 0.59-1.08) between DAPT de-escalation and potent P2Y12 inhibitor monotherapy. Conclusions This network meta-analysis showed that DAPT de-escalation would reduce the net adverse clinical events, compared with potent P2Y12 inhibitor monotherapy, for ACS patients undergone PCI treatment.
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Affiliation(s)
- Jing-Wen Ding
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Yang Chen
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Zuo-Zhong Yu
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Yuan-Bin Zhao
- Institute of Cardiovascular Diseases, Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Kun-Peng Fan
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Xiong-Da Yao
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Long-Long Hu
- Institute of Cardiovascular Diseases, Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Yan-Hui Liao
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Tian-Hua Deng
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Yi Xia
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Han-Hui Liao
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
| | - Ren-Qiang Yang
- Department of Cardiovascular Medicine, the Second Affiliated Hospital of Nanchang University, 330006 Nanchang, Jiangxi, China
- Institute of Cardiovascular Diseases, Nanchang University, 330006 Nanchang, Jiangxi, China
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Patlolla SH, Kandlakunta H, Kuchkuntla AR, West CP, Murad MH, Wang Z, Kochar A, Rab ST, Gersh BJ, Holmes DR, Zhao DX, Vallabhajosyula S. Newer P2Y 12 Inhibitors vs Clopidogrel in Acute Myocardial Infarction With Cardiac Arrest or Cardiogenic Shock: A Systematic Review and Meta-analysis. Mayo Clin Proc 2022; 97:1074-1085. [PMID: 35662424 DOI: 10.1016/j.mayocp.2022.02.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 01/18/2022] [Accepted: 02/15/2022] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To evaluate the outcomes, safety, and efficacy of dual antiplatelet therapy (DAPT) with newer P2Y12 inhibitors compared with clopidogrel in patients with acute myocardial infarction (AMI) complicated by cardiac arrest (CA) or cardiogenic shock (CS). PATIENTS AND METHODS MEDLINE, EMBASE, and the Cochrane Library were queried systematically from inception to January 2021 for comparative studies of adults (≥18 years) with AMI-CA/CS receiving DAPT with newer P2Y12 inhibitors as opposed to clopidogrel. We compared outcomes (30-day or in-hospital and 1-year all-cause mortality, major bleeding, and definite stent thrombosis) of newer P2Y12 inhibitors and clopidogrel in patients with AMI-CA/CS. RESULTS Eight studies (1 randomized trial and 7 cohort studies) comprising 1100 patients (695 [63.2%] receiving clopidogrel and 405 [36.8%] receiving ticagrelor or prasugrel) were included. The population was mostly male (68.5%-86.7%). Risk of bias was low for these studies, with between-study heterogeneity and subgroup differences not statistically significant. Compared with the clopidogrel cohort, the newer P2Y12 cohort had lower rates of early mortality (odds ratio [OR], 0.60; 95% CI, 0.45 to 0.81; P=.001) (7 studies) and 1-year mortality (OR, 0.51; 95% CI, 0.36 to 0.71; P<.001) (3 studies). We did not find a significant difference in major bleeding (OR, 1.21; 95% CI, 0.71 to 2.06; P=.48) (6 studies) or definite stent thrombosis (OR, 2.01; 95% CI, 0.63 to 6.45; P=.24) (7 studies). CONCLUSION In patients with AMI-CA/CS receiving DAPT, compared with clopidogrel, newer P2Y12 inhibitors were associated with lower rates of early and 1-year mortality. Data on major bleeding and stent thrombosis were inconclusive.
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Affiliation(s)
- Sri Harsha Patlolla
- Department of Cardiovascular Surgery, Mayo Clinic, Rochester, MN; Center for Clinical and Translational Science, Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN
| | - Harika Kandlakunta
- Department of Medicine, Staten Island University Hospital, Staten Island, NY
| | | | - Colin P West
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN; Department of Medicine, Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN
| | - M Hassan Murad
- Division of Preventive, Occupational, and Aerospace Medicine, Mayo Clinic, Rochester, MN; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN; Center for Clinical and Translational Science, Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN
| | - Zhen Wang
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN; Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
| | - Ajar Kochar
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - S Tanveer Rab
- Section of Interventional Cardiology, Division of Cardiovascular Medicine, Department of Medicine, Emory University School of Medicine, Atlanta
| | - Bernard J Gersh
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
| | - David R Holmes
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
| | - David X Zhao
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Saraschandra Vallabhajosyula
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, NC.
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11
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Vicent L, Diaz-Arocutipa C, Tarantini G, Mojoli M, Hernandez AV, Bueno H. Early vs. Delayed Initiation of Treatment With P2Y12 Inhibitors in Patients With Non-ST-Segment Elevation Acute Coronary Syndrome: A Systematic Review and Network Meta-Analysis of Randomized Controlled Trials. Front Cardiovasc Med 2022; 9:862452. [PMID: 35571182 PMCID: PMC9095971 DOI: 10.3389/fcvm.2022.862452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 03/18/2022] [Indexed: 11/13/2022] Open
Abstract
AimsWhether early or delayed dual antiplatelet therapy initiation is better in patients with non-ST-segment elevation acute coronary syndrome (NSTE-ACS) is unclear. We assessed the evidence for comparing the efficacy and safety of early vs. delayed P2Y12 inhibitor initiation in NSTE-ACS.MethodsThe randomized controlled trials with available comparisons between early and delayed initiation of P2Y12 inhibitors (clopidogrel, prasugrel, and ticagrelor) in patients with NSTE-ACS until January 2021 were reviewed. The primary outcomes were trial-defined major adverse cardiovascular events (MACEs) and bleeding. Secondary outcomes were all-cause mortality, cardiovascular mortality, myocardial infarction, stent thrombosis, urgent coronary revascularization, and stroke. Frequentist random-effects network meta-analyses were conducted, ranking best treatments per outcome with p-scores.ResultsA total of nine trials with intervention arms including early and delayed initiation of clopidogrel (n = 5), prasugrel (n = 8), or ticagrelor (n = 6) involving 40,096 patients were included. Early prasugrel (hazard ratio [HR], 0.59; 95% confidence interval [95%CI], 0.40–0.87), delayed prasugrel (HR, 0.60; 95%CI 0.43–0.84), and early ticagrelor (HR, 0.84; 95%CI, 0.74–0.96) significantly reduced MACE compared with early clopidogrel, but increased bleeding risk. Delayed prasugrel ranked as the best treatment to reduce MACE (p-score=0.80), early prasugrel to reduce all-cause mortality, cardiovascular mortality, stent thrombosis, and stroke, and delayed clopidogrel to reduce bleeding (p-score = 0.84). The risk of bias was low for all trials.ConclusionIn patients with NSTE-ACS, delayed prasugrel initiation was the most effective strategy to reduce MACE. Although early prasugrel was the best option to reduce most secondary cardiovascular outcomes, it was associated with the highest bleeding risk. The opposite was found for delayed clopidogrel.
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Affiliation(s)
- Lourdes Vicent
- Cardiology Department, Hospital Universitario 12 de Octubre and Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | | | - Giuseppe Tarantini
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padua Medical School, Padua, Italy
| | - Marco Mojoli
- Cardiology Department, Azienda Ospedaliera Friuli Occidentale, Pordenone, Italy
| | - Adrian V. Hernandez
- Vicerrectorado de Investigación, Universidad San Ignacio de Loyola, Lima, Peru
- Health Outcomes, Policy, and Evidence Synthesis (HOPES) Group, University of Connecticut School of Pharmacy, Storrs, CT, United States
| | - Héctor Bueno
- Cardiology Department, Hospital Universitario 12 de Octubre and Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
- Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain
- *Correspondence: Héctor Bueno
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12
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Guo YZ, Zhao ZW, Li SM, Chen LL. Clinical efficacy and safety of tirofiban combined with conventional dual antiplatelet therapy in ACS patients undergoing PCI. Sci Rep 2021; 11:17144. [PMID: 34433885 PMCID: PMC8387390 DOI: 10.1038/s41598-021-96606-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 08/12/2021] [Indexed: 11/09/2022] Open
Abstract
Challenges remain for clinicians over balancing the efficacy of active antithrombotic therapy and simultaneous bleeding reduction in patients. The clinical data of 347 patients with acute coronary syndrome (ACS) undergoing percutaneous coronary intervention (PCI) were retrospectively analyzed. On the basis of the given tirofiban, the patients were assigned into three different dose groups: high dose group (group H), medium dose group (group M), and low dose group (group L). The tirofiban efficacy was evaluated in terms of major adverse cardiovascular event (MACE) parameters and lab endpoints, including platelet count and function. The tirofiban safety was assessed by the occurrence of bleeding events. The patients were followed up for 1 month after the PCI. No significant difference in MACE events was evident among these groups (p > 0.05). Groups H and M reported an obvious reduction in platelet count (p < 0.05 for both) and an increased platelet inhibition rate (p < 0.05 for both). Group H showed a higher rate of total bleeding events than the other groups (Group H vs. Group M: 34.4% vs. 16.5%; Group H vs. Group L: 34.4% vs. 10.3%; p < 0.05 for both). A proper administration of a low dose of tirofiban may be a superior alternative in treating ACS patients, which can produce a similar favorable clinical outcome and a decrease in bleeding complication.
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Affiliation(s)
- Yong-Zhe Guo
- Department of Cardiology, Fujian Medical University Union Hospital, 29 Xin-Quan Road, Fuzhou, 350001, Fujian, China
| | - Zi-Wen Zhao
- Department of Cardiology, Fujian Medical University Union Hospital, 29 Xin-Quan Road, Fuzhou, 350001, Fujian, China
| | - Shu-Mei Li
- Department of Cardiology, Fujian Medical University Union Hospital, 29 Xin-Quan Road, Fuzhou, 350001, Fujian, China
| | - Liang-Long Chen
- Department of Cardiology, Fujian Medical University Union Hospital, 29 Xin-Quan Road, Fuzhou, 350001, Fujian, China.
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13
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De Filippo O, Piroli F, Bruno F, Bocchino PP, Saglietto A, Franchin L, Angelini F, Gallone G, Alabed S, Gasparini M, Ahmad M, De Ferrari GM, D'Ascenzo F. De-escalation of dual antiplatelet therapy for patients with acute coronary syndrome after percutaneous coronary intervention: a network meta-analysis of randomised controlled trials. Hippokratia 2021. [DOI: 10.1002/14651858.cd014813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Ovidio De Filippo
- Division of Cardiology, Department of Internal Medicine; University of Turin; Turin Italy
| | - Francesco Piroli
- Division of Cardiology, Department of Internal Medicine; University of Turin; Turin Italy
| | - Francesco Bruno
- Division of Cardiology, Department of Internal Medicine; University of Turin; Turin Italy
| | - Pier Paolo Bocchino
- Division of Cardiology, Department of Internal Medicine; University of Turin; Turin Italy
| | - Andrea Saglietto
- Division of Cardiology, Department of Internal Medicine; University of Turin; Turin Italy
| | - Luca Franchin
- Division of Cardiology, Department of Internal Medicine; University of Turin; Turin Italy
| | - Filippo Angelini
- Division of Cardiology, Department of Internal Medicine; University of Turin; Turin Italy
| | - Guglielmo Gallone
- Division of Cardiology, Department of Internal Medicine; University of Turin; Turin Italy
| | - Samer Alabed
- Department of Infection, Immunity and Cardiovascular Disease; University of Sheffield; Sheffield UK
| | - Mauro Gasparini
- Dipartimento di Scienze Matematiche (DISMA); Giuseppe Luigi Lagrange, Politecnico di Torino; Torino Italy
| | - Mahmood Ahmad
- Department of Cardiology; Royal Free Hospital, Royal Free London NHS Foundation Trust; London UK
| | | | - Fabrizio D'Ascenzo
- Department of Internal Medicine; Division of Cardiology, University of Turin; Turin Italy
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14
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Christensen MB, Jimenez-Solem E, Ernst MT, Schmidt M, Pottegård A, Grove EL. Low-dose aspirin for primary and secondary prevention of cardiovascular events in Denmark 1998-2018. Sci Rep 2021; 11:13603. [PMID: 34193948 PMCID: PMC8245534 DOI: 10.1038/s41598-021-93179-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 06/18/2021] [Indexed: 12/16/2022] Open
Abstract
Randomised controlled trials have shown a neutral or even unfavourable risk–benefit balance of aspirin for primary prevention of cardiovascular events. Using Danish nationwide registries, we investigated aspirin use and associated risks during the past two decades (1998–2018). We linked individual patient data on repeated aspirin redemptions with registered hospital ICD-10 diagnoses of atherosclerotic cardiovascular disease and bleedings. The prevalence of aspirin use among 1.1 million Danish adults fluctuated over the 20-year study period peaking in 2008 with 8.5% (5.4% primary prevention) and dropping to 5.1% (3.1% primary prevention) in 2018. Aspirin use showed strong age dependency, and 21% of individuals > 80 years were treated with aspirin for primary prevention in 2018. Medication adding to bleeding risk was used concurrently by 21% of all aspirin users in 2018. The incidence of major bleedings were similar with primary and secondary prevention aspirin use and highest in elderly (2 per 100 patient years among individuals > 80 years in 2018). In conclusion, low-dose aspirin use for primary prevention of cardiovascular events remains prevalent. The widespread use of aspirin, especially among older adults, and substantial concomitant use of medications adding to bleeding risk warrant increased focus on discontinuation of inappropriate aspirin use.
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Affiliation(s)
- Mikkel B Christensen
- Department of Clinical Pharmacology, Bispebjerg Hospital, University of Copenhagen, Bispebjerg Bakke 23, 2400, Copenhagen, Denmark. .,Department of Clinical Medicine, University of Copenhagen, 2100, Copenhagen, Denmark. .,Copenhagen Center for Translational Research, Bispebjerg Hospital, University of Copenhagen, 2400, Copenhagen, Denmark.
| | - Espen Jimenez-Solem
- Department of Clinical Pharmacology, Bispebjerg Hospital, University of Copenhagen, Bispebjerg Bakke 23, 2400, Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Martin T Ernst
- Clinical Pharmacology and Pharmacy, Department of Public Health, University of Southern Denmark, 5000, Odense, Denmark
| | - Morten Schmidt
- Department of Cardiology, Aarhus University Hospital, 8200, Aarhus, Denmark.,Department of Clinical Epidemiology, Aarhus University Hospital, 8200, Aarhus, Denmark
| | - Anton Pottegård
- Clinical Pharmacology and Pharmacy, Department of Public Health, University of Southern Denmark, 5000, Odense, Denmark
| | - Erik L Grove
- Department of Cardiology, Aarhus University Hospital, 8200, Aarhus, Denmark.,Department of Clinical Medicine, Faculty of Health, Aarhus University, 8200, Aarhus, Denmark
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15
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Ye X, Shami JJ, Yan VK, Kang W, Blais JE, Zhao J, Lau WC, Wei L, Wong IC, Chan EW. Global antiplatelet sales trend: A focus on P2Y12 inhibitors from 2008 to 2018. AMERICAN HEART JOURNAL PLUS : CARDIOLOGY RESEARCH AND PRACTICE 2021; 4:100020. [PMID: 38559679 PMCID: PMC10976188 DOI: 10.1016/j.ahjo.2021.100020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 06/01/2021] [Indexed: 04/04/2024]
Abstract
Background P2Y12 inhibitors are an important component of dual antiplatelet therapy. Yet, their accessibility and affordability across countries stratified by income levels have not been studied. Methods Sales data were retrieved from the IQVIA Multinational Integrated Data Analysis System for the description of P2Y12 inhibitors global sales. Countries were stratified into 38 high-income countries and 27 middle-income countries. Results Global sales of P2Y12 inhibitors increased from 0.80 SU per year per person in 2008 to 1.79 in 2018. Growth in sales of P2Y12 inhibitors was greater in middle-income countries compared to high-income countries. Clopidogrel had the highest sales volume in both high-income and middle-income countries from 2008 to 2018, while ticagrelor sales volume increased mainly in high-income countries. Conclusions Despite current guideline recommendations favoring ticagrelor and prasugrel for the prevention of atherothrombotic complications in patients with an acute coronary syndrome, clopidogrel retained the highest sales volume among the P2Y12 inhibitors from 2008 to 2018.
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Affiliation(s)
- Xuxiao Ye
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
| | - Jessica J.P. Shami
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
| | - Vincent K.C. Yan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
| | - Wei Kang
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
| | - Joseph E. Blais
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
| | - Jiaxi Zhao
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
| | - Wallis C.Y. Lau
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
- Laboratory of Data Discovery for Health, Hong Kong Special Administrative Region
- Research Department of Practice and Policy, UCL School of Pharmacy, London, UK
| | - Li Wei
- Laboratory of Data Discovery for Health, Hong Kong Special Administrative Region
- Research Department of Practice and Policy, UCL School of Pharmacy, London, UK
| | - Ian C.K. Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
- Laboratory of Data Discovery for Health, Hong Kong Special Administrative Region
- Research Department of Practice and Policy, UCL School of Pharmacy, London, UK
- Department of Pharmacy, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
- The University of Hong Kong Shenzhen Institute of Research and Innovation, Shenzhen, China
| | - Esther W. Chan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, LKS Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region
- Laboratory of Data Discovery for Health, Hong Kong Special Administrative Region
- Department of Pharmacy, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
- The University of Hong Kong Shenzhen Institute of Research and Innovation, Shenzhen, China
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