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Harm T, Fu X, Frey M, Dittrich K, Brun A, Castor T, Borst O, Müller KAL, Geisler T, Rath D, Lämmerhofer M, Gawaz MP. Machine learning insights into thrombo-ischemic risks and bleeding events through platelet lysophospholipids and acylcarnitine species. Sci Rep 2024; 14:6089. [PMID: 38480746 PMCID: PMC10937715 DOI: 10.1038/s41598-024-56304-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/05/2024] [Indexed: 03/17/2024] Open
Abstract
Coronary artery disease (CAD) often leads to adverse events resulting in significant disease burdens. Underlying risk factors often remain inapparent prior to disease incidence and the cardiovascular (CV) risk is not exclusively explained by traditional risk factors. Platelets inherently promote atheroprogression and enhanced platelet functions and distinct platelet lipid species are associated with disease severity in patients with CAD. Lipidomics data were acquired using mass spectrometry and processed alongside clinical data applying machine learning to model estimates of an increased CV risk in a consecutive CAD cohort (n = 595). By training machine learning models on CV risk measurements, stratification of CAD patients resulted in a phenotyping of risk groups. We found that distinct platelet lipids are associated with an increased CV or bleeding risk and independently predict adverse events. Notably, the addition of platelet lipids to conventional risk factors resulted in an increased diagnostic accuracy of patients with adverse CV events. Thus, patients with aberrant platelet lipid signatures and platelet functions are at elevated risk to develop adverse CV events. Machine learning combining platelet lipidome data and common clinical parameters demonstrated an increased diagnostic value in patients with CAD and might improve early risk discrimination and classification for CV events.
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Affiliation(s)
- Tobias Harm
- Department of Cardiology and Angiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Otfried-Müller-Straße 10, 72076, Tübingen, Germany
| | - Xiaoqing Fu
- Institute of Pharmaceutical Sciences, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076, Tübingen, Germany
| | - Moritz Frey
- Department of Cardiology and Angiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Otfried-Müller-Straße 10, 72076, Tübingen, Germany
| | - Kristina Dittrich
- Institute of Pharmaceutical Sciences, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076, Tübingen, Germany
| | - Adrian Brun
- Institute of Pharmaceutical Sciences, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076, Tübingen, Germany
| | - Tatsiana Castor
- Department of Cardiology and Angiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Otfried-Müller-Straße 10, 72076, Tübingen, Germany
| | - Oliver Borst
- Department of Cardiology and Angiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Otfried-Müller-Straße 10, 72076, Tübingen, Germany
| | - Karin Anne Lydia Müller
- Department of Cardiology and Angiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Otfried-Müller-Straße 10, 72076, Tübingen, Germany
| | - Tobias Geisler
- Department of Cardiology and Angiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Otfried-Müller-Straße 10, 72076, Tübingen, Germany
| | - Dominik Rath
- Department of Cardiology and Angiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Otfried-Müller-Straße 10, 72076, Tübingen, Germany
| | - Michael Lämmerhofer
- Institute of Pharmaceutical Sciences, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076, Tübingen, Germany
| | - Meinrad Paul Gawaz
- Department of Cardiology and Angiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Otfried-Müller-Straße 10, 72076, Tübingen, Germany.
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Davidson S. Monitoring of Antiplatelet Therapy. Methods Mol Biol 2023; 2663:381-402. [PMID: 37204725 DOI: 10.1007/978-1-0716-3175-1_25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
In the late 1990s, the antithrombotic antiplatelet agent, clopidogrel, a P2Y12 inhibitor, was introduced. Around the same time, there was an increase in a number of new methods to measure platelet function (e.g., PFA-100 in 1995), and this has continued. It became evident that not all patients responded to clopidogrel in the same way and that some patients had a relative "resistance" to therapy, termed "high on-treatment platelet reactivity." This then led to some publications to advocate platelet function testing being used for patients on antiplatelet therapy. Platelet function testing was also suggested for use in patients awaiting cardiac surgery after stopping their antiplatelet therapy as a way of balancing thrombotic risk pre-surgery and bleeding risk perioperatively. This chapter will discuss some of the commonly used platelet function tests used in these settings, particularly those that are sometimes referred to as point-of-care tests or that require minimal laboratory sample manipulation. The latest guidance and recommendations for platelet function testing will be discussed following several clinical trials looking at the usefulness of platelet function testing in these clinical settings.
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Affiliation(s)
- Simon Davidson
- Division of Medicine, University College London, London, UK.
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Verdoia M, Pergolini P, Nardin M, Rolla R, Suryapranata H, Kedhi E, De Luca G. Ticagrelor and prasugrel in acute coronary syndrome: a single-arm crossover platelet reactivity study. J Cardiovasc Med (Hagerstown) 2021; 22:686-692. [PMID: 34280175 DOI: 10.2459/jcm.0000000000001222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIM To compare the degree of platelet inhibition between ticagrelor and prasugrel in patients undergoing percutaneous coronary intervention for acute coronary syndrome. METHODS Platelet function was assessed by impedance aggregometry after 30-90 days of therapy with acetylsalicylic acid and ticagrelor and over 15 days after switching to prasugrel. High-on-treatment platelet reactivity (HRPR) was defined for ADP test results above the upper limit of normal. RESULTS A total of 105 patients were included, 81.9% males and 33.3% people with diabetes, with a mean age of 60.8 ± 8.1 years. Mean platelet reactivity was not significantly different between the two antiplatelet strategies, as the prevalence of HRPR (8.6 vs 12.3%, P = 0.50). Switching between the two antiplatelet agents was safe and well tolerated, and effectively reduced platelet reactivity in over 95% of the patients (only 3.8% of the study population displaying ineffective response to both drugs). CONCLUSION Ticagrelor and prasugrel have a similar effect on platelet reactivity. Switching between the two drugs can be safely done.
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Affiliation(s)
| | - Patrizia Pergolini
- Clinical Chemistry, Azienda Ospedaliera-Universitaria 'Maggiore della Carità', Eastern Piedmont University, Novara, Italy
| | | | - Roberta Rolla
- Clinical Chemistry, Azienda Ospedaliera-Universitaria 'Maggiore della Carità', Eastern Piedmont University, Novara, Italy
| | | | - Elvin Kedhi
- Department of Cardiology, Erasmus Hospital, University of Bruxelles, Brussels, Belgium
| | - Giuseppe De Luca
- Department of Translational Medicine
- Division of Cardiology, Azienda Ospedaliero-Universitaria Maggiore della Carità, Eastern Piedmont University, Novara, Italy
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4
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Spartalis M, Tzatzaki E, Spartalis E, Paschou SA, Athanasiou A, Iliopoulos DC, Siasos G, Voudris V. Prasugrel in the treatment of acute coronary syndrome. Future Cardiol 2020; 16:559-568. [PMID: 32390477 DOI: 10.2217/fca-2020-0018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Accepted: 04/29/2020] [Indexed: 12/07/2022] Open
Abstract
Dual antiplatelet therapy is the mainstay therapy in patients with acute coronary syndrome. The combination of aspirin and a P2Y12 inhibitor in patients who receive a coronary stent reduces the rate of stent thrombosis and the rates of major adverse cardiovascular events. The newer P2Y12 inhibitors (prasugrel and ticagrelor) have better efficacy than clopidogrel. Prasugrel provides greater inhibition of platelet aggregation and has a rapid onset of action. Current acute coronary syndrome guidelines recommend the use of both newer P2Y12 inhibitors. However, emerging data have shown that prasugrel is more efficient than ticagrelor in reducing the incidence of nonfatal myocardial infarction, stroke or cardiovascular death, without increased risk of major bleeding.
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Affiliation(s)
- Michael Spartalis
- Division of Cardiology, Onassis Cardiac Surgery Center, Athens, Greece
| | - Eleni Tzatzaki
- Division of Cardiology, Onassis Cardiac Surgery Center, Athens, Greece
| | - Eleftherios Spartalis
- Laboratory of Experimental Surgery & Surgical Research, University of Athens, Medical School, Athens, Greece
| | - Stavroula A Paschou
- 1st Department of Cardiology, Hippokration Hospital, National & Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Antonios Athanasiou
- Laboratory of Experimental Surgery & Surgical Research, University of Athens, Medical School, Athens, Greece
| | - Dimitrios C Iliopoulos
- Laboratory of Experimental Surgery & Surgical Research, University of Athens, Medical School, Athens, Greece
| | - Gerasimos Siasos
- 1st Department of Cardiology, Hippokration Hospital, National & Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Vassilis Voudris
- Division of Cardiology, Onassis Cardiac Surgery Center, Athens, Greece
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5
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Verdoia M, Nardin M, Gioscia R, Negro F, Marcolongo M, Suryapranata H, Kedhi E, De Luca G. Higher neutrophil-to-lymphocyte ratio (NLR) increases the risk of suboptimal platelet inhibition and major cardiovascular ischemic events among ACS patients receiving dual antiplatelet therapy with ticagrelor. Vascul Pharmacol 2020; 132:106765. [PMID: 32681888 DOI: 10.1016/j.vph.2020.106765] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 04/11/2020] [Accepted: 07/10/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND Neutrophil to lymphocyte ratio (NLR) has emerged as a useful and easy-to-assess prognostic tool and biomarker of cardiovascular risk. However, few studies have evaluated its role on platelet inhibition among patients on dual antiplatelet therapy (DAPT), and especially in the settings of acute coronary syndromes (ACS). We aimed at assessing the impact of NLR on platelet reactivity and the risk of major ischemic events at long-term follow-up among ACS patients on DAPT with ticagrelor. METHODS Patients on dual antiplatelet therapy with ASA + ticagrelor (90 mg/twice a day) after percutaneous coronary revascularization for ACS were scheduled for platelet function assessment 30-90 days post-discharge. Aggregation tests were performed by Multiple Electrode Aggregometry (MEA). Suboptimal platelet inhibition (HRPR-high residual platelet reactivity was defined if above the lower limit of normality (417 AU*min). The primary study endpoint was defined as the occurrence of major cardiovascular events (a composite of cardiovascular death, recurrent acute coronary syndrome, target vessel revascularization) at longest available follow-up. RESULTS We included 397 patients, that were divided according to NLR tertiles. Patients with higher NLR were older (p < .001), less frequently smokers (p = .03), with higher rates of renal failure (p = .001), previous bypass surgery (p = .05) and use of statins (p = .03) and diuretics (p = .01). Higher white blood cells count and C-reactive protein (p < .001) and lower haemoglobin (p = .001) were associated with NLR. Mean platelet reactivity and the prevalence of high platelet reactivity (HRPR) on ticagrelor were significantly associated to higher NLR tertiles values (7% vs 12% vs 14.3%, p = .04), with a significant relationship between NLR and platelet reactivity being confirmed for all the different activating stimuli. At a mean follow-up of 939 ± 581.4 days, 21.2% of the patients experienced the primary composite endpoint, with a trend for a higher risk of events across NLR tertiles (15.4% vs 24.2% vs 24.4%, p = .09), that became statistically significant after correction for baseline confounders (adjusted HR[95%CI] = 1.13[1.008-1.26], p = .036). Moreover, NLR was significantly associated to overall mortality and recurrent ACS (adjusted p = .008, p = .06 and p = .02 respectively). CONCLUSIONS In the present study we found that among ACS patients treated with ASA and ticagrelor after PCI, suboptimal platelet inhibition despite DAPT was significantly increased for higher values of Neutrophil-to-Lymphocyte Ratio. Moreover, mortality and the risk of recurrent major ischemic events at long-term were associated to NLR.
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Affiliation(s)
- Monica Verdoia
- Division of Cardiology, Ospedale degli Infermi, ASL, Biella, Italy; Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | - Matteo Nardin
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | - Rocco Gioscia
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy; Division of Cardiology, Azienda Ospedaliera-Universitaria "Maggiore della Carità", Eastern Piedmont University, Novara, Italy
| | - Federica Negro
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy
| | - Marco Marcolongo
- Division of Cardiology, Ospedale degli Infermi, ASL, Biella, Italy
| | | | - Elvin Kedhi
- Department of Cardiology, St-Jan Hospital, Brugge, Belgium
| | - Giuseppe De Luca
- Department of Translational Medicine, Eastern Piedmont University, Novara, Italy; Division of Cardiology, Azienda Ospedaliera-Universitaria "Maggiore della Carità", Eastern Piedmont University, Novara, Italy.
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6
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Akita K, Inohara T, Yamaji K, Kohsaka S, Numasawa Y, Ishii H, Amano T, Kadota K, Nakamura M, Maekawa Y. Impact of reduced-dose prasugrel vs. standard-dose clopidogrel on in-hospital outcomes of percutaneous coronary intervention in 62 737 patients with acute coronary syndromes: a nationwide registry study in Japan. EUROPEAN HEART JOURNAL. CARDIOVASCULAR PHARMACOTHERAPY 2019; 6:231-238. [DOI: 10.1093/ehjcvp/pvz056] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 09/01/2019] [Accepted: 10/02/2019] [Indexed: 11/14/2022]
Abstract
Abstract
Aims
In Japan, reduced-dose prasugrel (loading/maintenance dose, 20/3.75 mg) has been approved for use in acute coronary syndrome (ACS) patients undergoing percutaneous coronary intervention (PCI), because of the higher bleeding risk among East Asians. However, its safety in the real-world population has not been investigated. We aimed to evaluate the effectiveness and safety of reduced-dose prasugrel vs. standard-dose clopidogrel in ACS patients undergoing PCI.
Methods and results
Acute coronary syndrome patients who underwent PCI in 2016, who were treated with either reduced-dose prasugrel or standard-dose clopidogrel in addition to aspirin, were identified from the nationwide Japanese PCI registry. The primary outcome was in-hospital mortality following PCI. Secondary outcomes included stent thrombosis and bleeding complication after PCI. Among 62 737 ACS patients who underwent PCI at any of 986 participating centres across Japan (clopidogrel 31.9%; prasugrel 68.1%), we identified 12 016 propensity score-matched pairs (24 032 patients; age 69.4 ± 12.2 years; female 24.9%; ST-elevation myocardial infarction 42.3%). Compared with standard-dose clopidogrel, reduced-dose prasugrel was associated with increased risk of bleeding [odds ratio (OR) 1.65, 95% confidence interval (CI) 1.10–2.51; P = 0.016], but both had similar rates of mortality (OR 1.11, 95% CI 0.89–1.38; P = 0.371) and stent thrombosis (OR 1.29, 95% CI 0.73–2.30; P = 0.387) as well as similar falsification endpoints of cardiac tamponade and emergent operation.
Conclusion
In Japanese ACS patients undergoing PCI, the risk of bleeding is higher when using reduced-dose prasugrel than when using standard-dose clopidogrel, but there is no significant difference in in-hospital mortality and incidence of stent thrombosis between the two antiplatelet regimens.
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Affiliation(s)
- Keitaro Akita
- Division of Cardiology, Internal Medicine III, Hamamatsu University School of Medicine, Hamamatsu 431-3192, Japan
| | - Taku Inohara
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
- Division of Cardiology, Vancouver General Hospital, Vancouver, British Columbia V6N 3S9, Canada
| | - Kyohei Yamaji
- Division of Cardiology, Kokura Memorial Hospital, Kitakyushu 802-8555, Japan
| | - Shun Kohsaka
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Yohei Numasawa
- Department of Cardiology, Japanese Red Cross Ashikaga Hospital, Ashikaga 326-0843, Japan
| | - Hideki Ishii
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya 466-8560, Japan
| | - Tetsuya Amano
- Department of Cardiology, Aichi Medical University, Nagakute 480-1195, Japan
| | - Kazushige Kadota
- Department of Cardiology, Kurashiki Central Hospital, Kurashiki 710-8602, Japan
| | - Masato Nakamura
- Division of Cardiovascular Medicine, Toho University, Ohashi Medical Center, Tokyo 153-8515, Japan
| | - Yuichiro Maekawa
- Division of Cardiology, Internal Medicine III, Hamamatsu University School of Medicine, Hamamatsu 431-3192, Japan
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Gupta S, Belley-Cote EP, Agahi P, Basha A, Jaffer I, Mehta S, Schwalm JD, Whitlock RP. Antiplatelet Therapy and Coronary Artery Bypass Grafting: Analysis of Current Evidence With a Focus on Acute Coronary Syndrome. Can J Cardiol 2019; 35:1030-1038. [DOI: 10.1016/j.cjca.2019.06.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 06/03/2019] [Accepted: 06/04/2019] [Indexed: 01/31/2023] Open
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Verdoia M, Pergolini P, Nardin M, Rolla R, Barbieri L, Marino P, Carriero A, Suryapranata H, De Luca G. Prevalence and predictors of high-on treatment platelet reactivity during prasugrel treatment in patients with acute coronary syndrome undergoing stent implantation. J Cardiol 2019; 73:198-203. [DOI: 10.1016/j.jjcc.2018.10.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 09/06/2018] [Accepted: 10/04/2018] [Indexed: 02/03/2023]
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9
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Contemporary Antiplatelet Pharmacotherapy in the Management of Acute Coronary Syndromes. CURRENT TREATMENT OPTIONS IN CARDIOVASCULAR MEDICINE 2018; 20:17. [DOI: 10.1007/s11936-018-0603-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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10
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Chatterjee M, Behrendt A, Schmid M, Beck S, Schneider M, Mack A, Müller I, Geisler T, Gawaz M. Platelets as a novel source of Gremlin-1: Implications for thromboinflammation. Thromb Haemost 2017; 117:311-324. [DOI: 10.1160/th16-08-0665] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 11/08/2016] [Indexed: 11/05/2022]
Abstract
SummaryPlatelets mediating haemostasis-thrombosis are central players in coronary artery disease (CAD). We characterised platelets as a novel source of Gremlin-1. Platelets express Gremlin-1 like inflammatory and endothelial cells. Gremlin-1 co-localised with P-selectin containing randomly distributed α–granules under resting state, which were peripheralised following platelet activation or adhesion over fibrinogen-coated surface. Gremlin-1 release upon activation with ADP, CRP, and TRAP was detected as enhanced surface expression; also in activated platelet supernatant as detected by Western Blot following CRP activation and by ELISA upon activation with ADP, CRP, PAR-1, and PAR4 agonist. Recombinant (rh)Gremlin-1 synergistically enhanced CRP-triggered intracellular calcium mobilisation, ADP-TRAP induced platelet activation, aggregation, and thrombin-activation triggered apoptosis; also thrombus formation ex vivo. Intracellular localisation of macrophage migration inhibitory factor (MIF) and Gremlin-1 a high-affinity binding partner and functional antagonist of MIF were found in intracoronary thrombus sections from acute coronary syndrome (ACS) patients and showed moderate overlap in α-granules of platelets. Intra-platelet Gremlin-1 levels were significantly decreased in ACS patients as compared to stable CAD (n=235). rhGremlin-1 also counteracted the anti-apoptotic and anti-thrombotic effects of rhMIF on platelets. Platelet-derived-Gremlin-1 prompted monocyte migration, facilitated adhesion under static and dynamic arterial flow conditions to collagen-adherent activated platelets; supported monocyte survival against BH-3-mimetic–induced apoptosis and macrophage differentiation in monocyte-platelet co-culture system, which were counteracted upon Gremlin-1 neutralisation. Thus platelet derived Gremlin-1 might contribute to the elevated circulating levels of Gremlin-1 in ACS and serve as a thrombo-inflammatory mediator in cardiovascular pathophysiologies.
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11
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Tong MS, Sung PH, Liu CF, Chen KH, Chung SY, Chua S, Chen CJ, Lee WC, Chai HT, Yip HK, Chang HW. Impact of Double Loading Regimen of Clopidogrel on Final Angiographic Results, Incidence of Upper Gastrointestinal Bleeding and Clinical Outcomes in Patients with STEMI Undergoing Primary Coronary Intervention. Int Heart J 2017; 58:686-694. [PMID: 28966310 DOI: 10.1536/ihj.16-325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
This study tested the therapeutic impact of double-loading dose (i.e., 600 mg) versus standard-loading dose (i.e., 300 mg) of clopidogrel on ST-segment-elevation-myocardial-infarction (STEMI) patients undergoing primary-coronary-intervention (PCI).Between January 2005 and December 2013, a total of 1461 STEMI patients undergoing PCI were consecutively enrolled into the study and categorized into group 1 (600 mg/clopidogrel; n = 508) and group 2 (300 mg/clopidogrel; n = 953). We assessed angiographic thrombolysis-in-myocardial-infarction (TIMI) flow in the infarct-related-artery, 30-day mortality and upper-gastrointestinal-bleeding (UGIB) within 30 days as primary-endpoints and later incidents of UGIB as secondary-endpoints.The results showed that the incidences of advanced Killip score (defined as ≥ score 3) upon presentation (23.8% versus 24.6%) and advanced heart failure (defined as ≥ NYHAFc-3) (10.2% versus 10.4%) did not differ between groups 1 and 2 (all P > 0.4). Primary-endpoints, which were final TIM-3 flow (91.3% versus 91.7%) in the infarct-related-artery, incidences of 30-day mortality (5.8% vs. 7.1%), and UGIB ≤ 30 day (7.8% versus 8.9%) did not differ between group 1 and group 2 (all P > 0.33). The secondary-endpoints which were incidences of ≥ 30-day < one-year (5.2% versus 4.7) and > one-year (8.9% versus 10.1%) UGIB did not differ between groups 1 and 2 (all P > 0.45). One-year mortality did not differ between two groups (10.74% versus 12.9%) (P > 0.25). Multiple-stepwise-logistic-regression analysis showed that age and advanced-Killip score were independently predictive of 30-day mortality (all P < 0.001).Double-loading dose of clopidogrel did not confer an additional benefit to the final angiograph results, 30-day/one-year clinical outcomes; and age and advanced Killip-score were powerful predictors of 30-day mortality.
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Affiliation(s)
- Meng-Shen Tong
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Pei-Hsun Sung
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Chu-Feng Liu
- Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Kuan-Hung Chen
- Department of Anesthesiology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Sheng-Ying Chung
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Sarah Chua
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Chien-Jen Chen
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Wei-Chieh Lee
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Han-Tan Chai
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Hon-Kan Yip
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine.,Institute for Translational Research in Biomedical Sciences, Kaohsiung Chang Gung Memorial Hospital.,Center for Shockwave Medicine and Tissue Engineering, Kaohsiung Chang Gung Memorial Hospital.,Department of Medical Research, China Medical University Hospital, China Medical University.,Department of Nursing, Asia University
| | - Hsueh-Wen Chang
- Department of Biological Sciences, National Sun Yat-Sen University
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12
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Westman PC, Lipinski MJ, Torguson R, Waksman R. A comparison of cangrelor, prasugrel, ticagrelor, and clopidogrel in patients undergoing percutaneous coronary intervention: A network meta-analysis. CARDIOVASCULAR REVASCULARIZATION MEDICINE 2017; 18:79-85. [PMID: 28089137 DOI: 10.1016/j.carrev.2016.10.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 10/18/2016] [Indexed: 01/07/2023]
Abstract
BACKGROUND Newer P2Y12 inhibitors have more rapid onset of platelet inhibition compared with clopidogrel, especially the intravenous P2Y12 inhibitor cangrelor. Direct comparisons between cangrelor and oral P2Y12 inhibitors ticagrelor and prasugrel do not exist. Thus, we performed a network meta-analysis to directly and indirectly compare different P2Y12 inhibitors in patients undergoing percutaneous coronary intervention (PCI). METHODS MEDLINE/PubMed and ClinicalTrials.gov were searched for randomized controlled trials (RCTs) that compared at least two P2Y12 inhibitors including cangrelor, clopidogrel, prasugrel, and ticagrelor. Network meta-analysis with a Bayesian approach was performed to directly and indirectly compare the effects of the aforementioned P2Y12 inhibitors on clinical outcomes. Odds ratios with credible intervals (OR [CrIs]) were generated with random-effects models to compare outcomes. RESULTS This analysis included 15 RCTs with 54,025 patients randomized to cangrelor (n=12,475), clopidogrel (n=26,903), prasugrel (n=7455), or ticagrelor (n=7192) at time of PCI. Patients had a mean age of 63±10, 74% were male, and 82% underwent PCI for acute coronary syndrome. No significant differences between cangrelor and clopidogrel were found with respect to cardiovascular death (OR 1.01 [CrI 0.23-4.39]), myocardial infarction (OR 0.94 [CrI 0.69-1.25]), major adverse cardiac events (OR 0.91 [CrI 0.69-1.18]), stent thrombosis (OR 0.66 [CrI 0.37-1.19]), or major bleeding (OR 1.52 [CrI 0.79-2.98]). Rank probability data suggested that ticagrelor and prasugrel were better than cangrelor for reducing ischemic events, though these differences were not significant. CONCLUSION Despite rapid platelet inhibition provided by cangrelor, newer oral P2Y12 inhibitors such as ticagrelor and prasugrel have comparable clinical outcomes.
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Affiliation(s)
- Peter C Westman
- MedStar Heart and Vascular Institute, MedStar Washington Hospital Center, Washington, DC
| | - Michael J Lipinski
- MedStar Heart and Vascular Institute, MedStar Washington Hospital Center, Washington, DC
| | - Rebecca Torguson
- MedStar Heart and Vascular Institute, MedStar Washington Hospital Center, Washington, DC
| | - Ron Waksman
- MedStar Heart and Vascular Institute, MedStar Washington Hospital Center, Washington, DC.
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