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Inchingolo F, Inchingolo AM, Piras F, Ferrante L, Mancini A, Palermo A, Inchingolo AD, Dipalma G. Management of Patients Receiving Anticoagulation Therapy in Dental Practice: A Systematic Review. Healthcare (Basel) 2024; 12:1537. [PMID: 39120240 PMCID: PMC11311453 DOI: 10.3390/healthcare12151537] [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: 05/24/2024] [Revised: 07/22/2024] [Accepted: 08/01/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND Anticoagulant drugs are a valuable tool for minimizing thrombotic risks in at-risk patients. The purpose of this study is to conduct a literature review highlighting the management of these drugs during daily clinical dental practice. MATERIALS AND METHODS We limited our search to English-language papers published between 1 January 1989, and 7 March 2024, in PubMed, Scopus and Web of Science that were relevant to our topic. In the search approach, the Boolean keywords "anticoagulant AND dentistry" were used. RESULTS Twenty-five clinical trials were included for final review from 623 articles obtained from the databases Web of Science (83), PubMed (382), and Scopus (158), eliminating duplicates and 79 off-topic items, resulting in 419 articles after removing 315 entries and confirming eligibility. Overall, these studies support the use of local hemostatic measures to manage the risk of bleeding in patients on anticoagulant therapy undergoing dental procedures and highlight the importance of greater education and collaboration among healthcare professionals. CONCLUSIONS Research and clinical investigation have improved understanding and management of dental procedures in patients undergoing anticoagulant or antiplatelet therapy. Hemostatic agents, clinical protocols, risk factors, and continuous education are essential for navigating the complexities of anticoagulant therapy, ensuring optimal outcomes and enhancing patient well-being.
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Affiliation(s)
- Francesco Inchingolo
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Angelo Michele Inchingolo
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Fabio Piras
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Laura Ferrante
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Antonio Mancini
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Andrea Palermo
- College of Medicine and Dentistry, Birmingham B4 6BN, UK;
| | - Alessio Danilo Inchingolo
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Gianna Dipalma
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
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Fusco L, Palamà Z, Scarà A, Borrelli A, Robles AG, De Masi De Luca G, Romano S, Sciarra L. Management of cerebral amyloid angiopathy and atrial fibrillation: We are still far from precision medicine. World J Cardiol 2024; 16:231-239. [PMID: 38817646 PMCID: PMC11135332 DOI: 10.4330/wjc.v16.i5.231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 01/29/2024] [Accepted: 04/09/2024] [Indexed: 05/23/2024] Open
Abstract
The use of anticoagulation therapy could prove to be controversial when trying to balance ischemic stroke and intracranial bleeding risks in patients with concurrent cerebral amyloid angiopathy (CAA) and atrial fibrillation (AF). In fact, CAA is an age-related cerebral vasculopathy that predisposes patients to intracerebral hemorrhage. Nevertheless, many AF patients require oral systemic dose-adjusted warfarin, direct oral anticoagulants (such as factor Xa inhibitors) or direct thrombin inhibitors to control often associated with cardioembolic stroke risk. The prevalence of both CAA and AF is expected to rise, due to the aging of the population. This clinical dilemma is becoming increasingly common. In patients with coexisting AF and CAA, the risks/benefits profile of anticoagulant therapy must be assessed for each patient individually due to the lack of a clear-cut consensus with regard to its risks in scientific literature. This review aims to provide an overview of the management of patients with concomitant AF and CAA and proposes the implementation of a risk-based decision-making algorithm.
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Affiliation(s)
- Liuba Fusco
- Department of Cardiology, University Hospital of Northamptonshire, Northampton NN1 5BD, United Kingdom
| | - Zefferino Palamà
- Department of Cardiology, Casa di Cura Villa Verde, Taranto 70124, Italy
- Department of Life, Health and Environmental Sciences, University of l'Aquila, L'Aquila 67100, Italy.
| | - Antonio Scarà
- Department of Cardiology, GVM Care and Research, San Carlo di Nancy Hospital, Rome 00100, Italy
| | - Alessio Borrelli
- Department of Cardiology, GVM Care and Research, San Carlo di Nancy Hospital, Rome 00100, Italy
| | - Antonio Gianluca Robles
- Department of Life, Health and Environmental Sciences, University of l'Aquila, L'Aquila 67100, Italy
| | - Gabriele De Masi De Luca
- Department of Life, Health and Environmental Sciences, University of l'Aquila, L'Aquila 67100, Italy
| | - Silvio Romano
- Department of Life, Health and Environmental Sciences, University of l'Aquila, L'Aquila 67100, Italy
| | - Luigi Sciarra
- Department of Life, Health and Environmental Sciences, University of l'Aquila, L'Aquila 67100, Italy
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Ajabnoor AM, Parisi R, Zghebi SS, Ashcroft DM, Faivre-Finn C, Morris C, Mamas MA, Kontopantelis E. Oral anticoagulant prescribing among patients with cancer and atrial fibrillation in England, 2009-2019. Cancer 2024; 130:1316-1329. [PMID: 38115738 DOI: 10.1002/cncr.35152] [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: 07/03/2023] [Revised: 10/26/2023] [Accepted: 11/06/2023] [Indexed: 12/21/2023]
Abstract
BACKGROUND Anticoagulation of patients with atrial fibrillation (AF) and cancer is challenging because of their high risk for stroke and bleeding. Little is known of the variations of oral anticoagulant (OAC) prescribing in patients with AF with and without cancer. METHODS Patients with first-time AF during 2009-2019 from the Clinical Practice Research Datalink were included. Cancer diagnosis was defined as a history of breast, prostate, colorectal, lung, or hematological cancer. Competing-risk analysis was used to assess the risk of OAC prescribing in patients with AF and cancer adjusted for clinical and sociodemographic factors. RESULTS Of 177,065 patients with AF, 11.7% had cancer. Compared to patients without cancer, patients with cancer were less likely to receive OAC: prostate cancer (subhazard ratio [SHR], 0.95; 95% CI, 0.91-0.99), breast cancer (SHR, 0.93; 95% CI, 0.89-0.98), colorectal cancer (SHR, 0.93; 95% CI, 0.88-0.99), hematological cancer (SHR, 0.70; 95% CI, 0.65-0.75), and lung cancer (SHR, 0.44; 95% CI, 0.38-0.50). The cumulative incidence function (CIF) of OAC prescribing was lowest for patients with lung cancer and hematological cancer compared with patients without cancer. The difference between the CIF of OAC prescribing in patients with and without cancer becomes narrower in the most deprived areas. Elderly patients (aged ≥85 years) overall had the lowest CIF of OAC prescribing regardless of cancer status. CONCLUSIONS In patients with AF, underprescribing of OAC is independently associated with certain cancer types. Patients with hematological and lung cancer are the least likely to receive anticoagulation therapy compared with patients without cancer. Underprescribing of OAC in cancer is linked to old age. Further studies of patients with AF and cancer are warranted to assess the net clinical benefit of anticoagulation in certain cancer types.
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Affiliation(s)
- Alyaa M Ajabnoor
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
- Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | - Rosa Parisi
- Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | - Salwa S Zghebi
- Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | - Darren M Ashcroft
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- National Institute for Health and Care Research (NIHR), Greater Manchester Patient Safety Translational Research Centre (PSTRC), University of Manchester, Manchester, UK
| | - Corinne Faivre-Finn
- Christie National Health Service Foundation Trust and University of Manchester, Manchester, UK
| | - Charlotte Morris
- Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute for Primary Care and Health Sciences, Keele University, Keele, UK
| | - Evangelos Kontopantelis
- Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
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Iaccarino C, Carretta A, Demetriades AK, Di Minno G, Giussani C, Marcucci R, Marklund N, Mastrojanni G, Pompucci A, Stefini R, Zona G, Cividini A, Petrella G, Coluccio V, Marietta M. Management of Antithrombotic Drugs in Patients with Isolated Traumatic Brain Injury: An Intersociety Consensus Document. Neurocrit Care 2024; 40:314-327. [PMID: 37029314 DOI: 10.1007/s12028-023-01715-3] [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: 01/04/2023] [Accepted: 03/07/2023] [Indexed: 04/09/2023]
Abstract
BACKGROUND All available recommendations about the management of antithrombotic therapies (ATs) in patients who experienced traumatic brain injury (TBI) are mainly based on expert opinion because of the lack of strength in the available evidence-based medicine. Currently, the withdrawal and the resumption of AT in these patients is empirical, widely variable, and based on the individual assessment of the attending physician. The main difficulty is to balance the thrombotic and hemorrhagic risks to improve patient outcome. METHODS Under the endorsement of the Neurotraumatology Section of Italian Society of Neurosurgery, the Italian Society for the Study about Haemostasis and Thrombosis, the Italian Society of Anaesthesia, Analgesia, Resuscitation, and Intensive Care, and the European Association of Neurosurgical Societies, a working group (WG) of clinicians completed two rounds of questionnaires, using the Delphi method, in a multidisciplinary setting. A table for thrombotic and bleeding risk, with a dichotomization in high risk and low risk, was established before questionnaire administration. In this table, the risk is calculated by matching different isolated TBI (iTBI) scenarios such as acute and chronic subdural hematomas, extradural hematoma, brain contusion (intracerebral hemorrhage), and traumatic subarachnoid hemorrhage with patients under active AT treatment. The registered indication could include AT primary prevention, cardiac valve prosthesis, vascular stents, venous thromboembolism, and atrial fibrillation. RESULTS The WG proposed a total of 28 statements encompassing the most common clinical scenarios about the withdrawal of antiplatelets, vitamin K antagonists, and direct oral anticoagulants in patients who experienced blunt iTBI. The WG voted on the grade of appropriateness of seven recommended interventions. Overall, the panel reached an agreement for 20 of 28 (71%) questions, deeming 11 of 28 (39%) as appropriate and 9 of 28 (32%) as inappropriate interventions. The appropriateness of intervention was rated as uncertain for 8 of 28 (28%) questions. CONCLUSIONS The initial establishment of a thrombotic and/or bleeding risk scoring system can provide a vital theoretical basis for the evaluation of effective management in individuals under AT who sustained an iTBI. The listed recommendations can be implemented into local protocols for a more homogeneous strategy. Validation using large cohorts of patients needs to be developed. This is the first part of a project to update the management of AT in patients with iTBI.
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Affiliation(s)
- Corrado Iaccarino
- Department of Biomedical, Metabolic and Neural Sciences, School of Neurosurgery, University of Modena and Reggio Emilia, Modena, Italy
- Neurosurgery Division, "Nocsae" Hospital of Baggiovara, University Hospital of Modena, Modena, Italy
- Emergency Neurosurgery Unit, AUSL RE IRCCS, "ASMN" Hospital of Reggio Emilia, Reggio Emilia, Italy
| | - Alessandro Carretta
- Department of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, Bologna, Italy.
| | | | - Giovanni Di Minno
- Regional Reference Center for Coagulation Disorders, Federico II University Hospital, Naples, Italy
- Department of Clinical and Surgical Medicine, Federico II University of Naples, Naples, Italy
| | - Carlo Giussani
- Department of Neurosurgery, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
- School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Rossella Marcucci
- Center for Atherothrombotic Disease, Department of Experimental and Clinical Medicine, Careggi University Hospital, University of Florence, Florence, Italy
| | - Niklas Marklund
- Department of Neuroscience, Neurosurgery, Uppsala University, Uppsala, Sweden
- Department of Clinical Sciences, Department of Neurosurgery, Skåne University Hospital, Lund University, Lund, Sweden
| | | | - Angelo Pompucci
- Neurosurgery Division, ASL Latina Ospedale Santa Maria Goretti, Latina, Italy
| | - Roberto Stefini
- Neurosurgery Division, Department of Neurosciences, Head, Neck and Neurosurgery, Ospedale Civile di Legnano, Legnano, Italy
| | - Gianluigi Zona
- Neurosurgery Division, Department of Neurosciences (DINOGMI), IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Andrea Cividini
- Neurosurgery Division, Department of Neurosciences, Head, Neck and Neurosurgery, Ospedale Civile di Legnano, Legnano, Italy
| | - Gianpaolo Petrella
- Neurosurgery Division, ASL Latina Ospedale Santa Maria Goretti, Latina, Italy
| | - Valeria Coluccio
- Department of Hematology and Oncology, Hemostasis and Thrombosis Unit, University Hospital of Modena, Modena, Italy
| | - Marco Marietta
- Department of Hematology and Oncology, Hemostasis and Thrombosis Unit, University Hospital of Modena, Modena, Italy
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Teiger E, Eschalier R, Amabile N, Rioufol G, Ducrocq G, Garot P, Lepillier A, Bille J, Elbaz M, Defaye P, Audureau E, Le Corvoisier P. Left atrial appendage closure in very elderly patients in the French National Registry. Heart 2024; 110:245-253. [PMID: 37813560 DOI: 10.1136/heartjnl-2023-322871] [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: 04/23/2023] [Accepted: 08/19/2023] [Indexed: 10/17/2023] Open
Abstract
OBJECTIVE Left atrial appendage closure (LAAC) is recommended to decrease the stroke risk in patients with atrial fibrillation and contraindications to anticoagulation. However, age-stratified data are scarce. The aim of this study was to provide information on the safety and efficacy of LAAC, with emphasis on the oldest patients. METHODS A nationwide, prospective, multicentre, observational registry was established by 53 French cardiology centres in 2018-2021. The composite primary endpoint included ischaemic stroke, systemic embolism, and unexplained or cardiovascular death. Separate analyses were done in the groups <80 years and ≥80 years. RESULTS Among the 1053 patients included, median age was 79.7 (73.6-84.3) years; 512 patients (48.6%) were aged ≥80 years. Procedure-related serious adverse events were non-significantly more common in octogenarians (7.0% vs 4.4% in patients aged <80 years, respectively; p=0.07). Despite a higher mean CHA2DS2-VASc score in octogenarians, the rate of thromboembolic events during the study was similar in both groups (3.0 vs 3.1/100 patient-years; p=0.85). By contrast, all-cause mortality was significantly higher in octogenarians (15.3 vs 10.1/100 patient-years, p<0.015), due to a higher rate of non-cardiovascular deaths (8.2 vs 4.9/100 patient-years, p=0.034). The rate of the primary endpoint was 8.1/100 patient-years overall with no statistically significant difference between age groups (9.4 and 7.0/100 patient-years; p=0.19). CONCLUSION Despite a higher mean CHA2DS2-VASc score in octogenarians, the rate of thromboembolic events after LAAC in this age group was similar to that in patients aged <80 years. TRIAL REGISTRATION NUMBER ClinicalTrials.gov Registry (NCT03434015).
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Affiliation(s)
- Emmanuel Teiger
- Department of Cardiology, APHP, Henri Mondor University Hospital, Créteil, France
- Clinical Investigation Center 1430 and U955-IMRB team 3, Ecole Nationale Vétérinaire d'Alfort, UPEC, INSERM, Créteil, France
| | - Romain Eschalier
- Cardiology Department, Clermont-Ferrand University Hospital, Clermont-Ferrand, France
- CHU Clermont-Ferrand, CNRS, SIGMA Clermont, Institut Pascal, University of Clermont Auvergne, Clermont-Ferrand, France
| | - Nicolas Amabile
- Department of Cardiology, Institut Mutualiste Montsouris, Paris, France
| | - Gilles Rioufol
- Department of Interventional Cardiology, Lyon Cardiovascular Hospital, Bron Cedex, France
- CARMEN INSERM 1060, INSERM, Bron, France
| | - Gregory Ducrocq
- Department of Cardiology, FACT (French Alliance for Cardiovascular Trials), DHU-FIRE, Bichat-Claude Bernard University Hospital, Paris, France
| | - Philippe Garot
- Institut Cardiovasculaire Paris-Sud (ICPS), Ramsay-Santé, Hôpital Privé Jacques Cartier, Massy, France
| | - Antoine Lepillier
- Department of Cardiology, Centre Cardiologique du Nord, Saint-Denis, France
| | - Jacques Bille
- Cardiology Department, Saint Joseph Hospital, Marseille, France
| | - Meyer Elbaz
- Department of Cardiology, Rangueil University Hospital, Toulouse, France
| | - Pascal Defaye
- Department of Rhythmology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Etienne Audureau
- AP-HP, Department of Public Health, Henri Mondor University Hospital, Creteil, France
- Equipe CEpiA, INSERM, UPEC, U955-IMRB, Créteil, France
| | - Philippe Le Corvoisier
- Clinical Investigation Center 1430, APHP, Groupe Hospitalier Henri Mondor, Creteil, France
- Clinical Investigation Center 1430 and U955-IMRB team 3, INSERM, Créteil, France
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Nadarajah R, Wu J, Arbel R, Haim M, Zahger D, Benita TR, Rokach L, Cowan JC, Gale CP. Risk of atrial fibrillation and association with other diseases: protocol of the derivation and international external validation of a prediction model using nationwide population-based electronic health records. BMJ Open 2023; 13:e075196. [PMID: 38070890 PMCID: PMC10729260 DOI: 10.1136/bmjopen-2023-075196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 10/04/2023] [Indexed: 12/18/2023] Open
Abstract
INTRODUCTION Atrial fibrillation (AF) is a major public health issue and there is rationale for the early diagnosis of AF before the first complication occurs. Previous AF screening research is limited by low yields of new cases and strokes prevented in the screened populations. For AF screening to be clinically and cost-effective, the efficiency of identification of newly diagnosed AF needs to be improved and the intervention offered may have to extend beyond oral anticoagulation for stroke prophylaxis. Previous prediction models for incident AF have been limited by their data sources and methodologies. METHODS AND ANALYSIS We will investigate the application of random forest and multivariable logistic regression to predict incident AF within a 6-month prediction horizon, that is, a time-window consistent with conducting investigation for AF. The Clinical Practice Research Datalink (CPRD)-GOLD dataset will be used for derivation, and the Clalit Health Services (CHS) dataset will be used for international external geographical validation. Analyses will include metrics of prediction performance and clinical utility. We will create Kaplan-Meier plots for individuals identified as higher and lower predicted risk of AF and derive the cumulative incidence rate for non-AF cardio-renal-metabolic diseases and death over the longer term to establish how predicted AF risk is associated with a range of new non-AF disease states. ETHICS AND DISSEMINATION Permission for CPRD-GOLD was obtained from CPRD (ref no: 19_076). The CPRD ethical approval committee approved the study. CHS Helsinki committee approval 21-0169 and data usage committee approval 901. The results will be submitted as a research paper for publication to a peer-reviewed journal and presented at peer-reviewed conferences. TRIAL REGISTRATION NUMBER A systematic review to guide the overall project was registered on PROSPERO (registration number CRD42021245093). The study was registered on ClinicalTrials.gov (NCT05837364).
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Affiliation(s)
- Ramesh Nadarajah
- Leeds Institute of Data Analytics, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Jianhua Wu
- Leeds Institute of Data Analytics, University of Leeds, Leeds, UK
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Ronen Arbel
- Health Systems Management, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Sapir College, Sderot, Israel
| | - Moti Haim
- Department of Cardiology, Soroka University Medical Center, Beer Sheva, Israel
- Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Doron Zahger
- Soroka University Medical Center, Beer Sheva, Israel
| | - Talish Razi Benita
- Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Clalit Health Services, Tel Aviv, Israel
| | - Lior Rokach
- Department of Information Systems and Software Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - J Campbell Cowan
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Chris P Gale
- Leeds Institute of Data Analytics, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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Wu J, Nadarajah R, Nakao YM, Nakao K, Wilkinson C, Cowan JC, Camm AJ, Gale CP. Temporal trends of cause-specific mortality after diagnosis of atrial fibrillation. Eur Heart J 2023; 44:4422-4431. [PMID: 37624589 PMCID: PMC10635669 DOI: 10.1093/eurheartj/ehad571] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 08/14/2023] [Accepted: 08/21/2023] [Indexed: 08/26/2023] Open
Abstract
BACKGROUND AND AIMS Reports of outcomes after atrial fibrillation (AF) diagnosis are conflicting. The aim of this study was to investigate mortality and hospitalization rates following AF diagnosis over time, by cause and by patient features. METHODS Individuals aged ≥16 years with a first diagnosis of AF were identified from the UK Clinical Practice Research Datalink-GOLD dataset from 1 January 2001, to 31 December 2017. The primary outcomes were all-cause and cause-specific mortality and hospitalization at 1 year following diagnosis. Poisson regression was used to calculate rate ratios (RRs) for mortality and incidence RRs (IRRs) for hospitalization and 95% confidence intervals (CIs) comparing 2001/02 and 2016/17, adjusted for age, sex, region, socio-economic status, and 18 major comorbidities. RESULTS Of 72 412 participants, mean (standard deviation) age was 75.6 (12.4) years, and 44 762 (61.8%) had ≥3 comorbidities. All-cause mortality declined (RR 2016/17 vs. 2001/02 0.72; 95% CI 0.65-0.80), with large declines for cardiovascular (RR 0.46; 95% CI 0.37-0.58) and cerebrovascular mortality (RR 0.41; 95% CI 0.29-0.60) but not for non-cardio/cerebrovascular causes of death (RR 0.91; 95% CI 0.80-1.04). In 2016/17, deaths caused from dementia (67, 8.0%), outstripped deaths from acute myocardial infarction, heart failure, and acute stroke combined (56, 6.7%, P < .001). Overall hospitalization rates increased (IRR 2016/17 vs. 2001/02 1.17; 95% CI, 1.13-1.22), especially for non-cardio/cerebrovascular causes (IRR 1.42; 95% CI 1.39-1.45). Older, more deprived, and hospital-diagnosed AF patients experienced higher event rates. CONCLUSIONS After AF diagnosis, cardio/cerebrovascular mortality and hospitalization has declined, whilst hospitalization for non-cardio/cerebrovascular disease has increased.
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Affiliation(s)
- Jianhua Wu
- Centre for Primary Care, Wolfson Institute of Population Health, Queen Mary University of London, 58 Turner Street, London E1 2AB, UK
| | - Ramesh Nadarajah
- Leeds Institute of Data Analytics, University of Leeds, Leeds, UK
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Yoko M Nakao
- Leeds Institute of Data Analytics, University of Leeds, Leeds, UK
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Kazuhiro Nakao
- Leeds Institute of Data Analytics, University of Leeds, Leeds, UK
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Chris Wilkinson
- Academic Cardiovascular Unit, South Tees NHS Foundation Trust, Middlesbrough, UK
- Hull York Medical School, University of York, York, UK
| | - J Campbell Cowan
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - A John Camm
- Molecular and Clinical Sciences Research Institute, St George’s University of London, London, UK
| | - Chris P Gale
- Leeds Institute of Data Analytics, University of Leeds, Leeds, UK
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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Torabi F, Harris DE, Bodger O, Akbari A, Lyons RA, Gravenor M, Halcox JP. Identifying unmet antithrombotic therapeutic need, and implications for stroke and systemic embolism in atrial fibrillation patients: a population-scale longitudinal study. EUROPEAN HEART JOURNAL OPEN 2022; 2:oeac066. [PMID: 36415305 PMCID: PMC9678205 DOI: 10.1093/ehjopen/oeac066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 09/15/2022] [Indexed: 11/23/2022]
Abstract
Aims Guidelines recommend anticoagulation (AC) in atrial fibrillation (AF) to reduce stroke and systemic embolism (SSE) risk; however, implementation has been slow across many populations. This study aimed to quantify the potential impact of changing prevalence of AF, associated risk, and AC prescribing on SSE hospitalizations and death. Methods and results We evaluated temporal trends of AF, CHA2DS2-VASc, antithrombotic prescriptions, SSE hospitalizations, death, and their associations between 2012 and 2018 in a longitudinal cohort of AF patients in Wales UK. Multi-state Markov models were used to estimate expected SSE rates given the AC coverage, adjusting for CHA2DS2-VASc scores. SSE rates were modelled for various past and future AC scenarios. A total of 107 137 AF patients were evaluated (mean age = 74 years, 45% female). AF prevalence increased from 1.75 to 2.22% (P-value <0.001). SSE hospitalizations decreased by 18% (2.34-1.92%, P-value <0.001). Increased AC coverage from 50 to 70% was associated with a 37% lower SSE rate, after adjustment for individual time-dependent CHA2DS2VASc scores. The observed AC increase accounted for approximately 80 fewer SSE hospitalizations per 100 000/year. If 90% AC coverage had been achieved since 2012, an estimated 279 SSE per 100 000/year may have been prevented. Our model also predicts that improving AC coverage to 90% over the next 9 years could reduce annual SSE rates by 9%. Conclusion We quantified the relationship between observed AC coverage, estimating the potential impact of variation in the timing of large-scale implementation. These data emphasize the importance of timely implementation and the considerable opportunity to improve clinical outcomes in the Wales-AF population.
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Affiliation(s)
- Fatemeh Torabi
- Population Data Science, Swansea University, Swansea SA2 8PP, UK
| | - Daniel E Harris
- Population Data Science, Swansea University, Swansea SA2 8PP, UK
| | - Owen Bodger
- Population Data Science, Swansea University, Swansea SA2 8PP, UK
| | - Ashley Akbari
- Population Data Science, Swansea University, Swansea SA2 8PP, UK
| | - Ronan A Lyons
- Population Data Science, Swansea University, Swansea SA2 8PP, UK
| | - Michael Gravenor
- Population Data Science, Swansea University, Swansea SA2 8PP, UK
| | - Julian P Halcox
- Population Data Science, Swansea University, Swansea SA2 8PP, UK
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9
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Wilkinson C, Wu J, Clegg A, Nadarajah R, Rockwood K, Todd O, Gale CP. Impact of oral anticoagulation on the association between frailty and clinical outcomes in people with atrial fibrillation: nationwide primary care records on treatment analysis. Europace 2022; 24:1065-1075. [PMID: 35244709 PMCID: PMC9326851 DOI: 10.1093/europace/euac022] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 02/04/2022] [Indexed: 12/04/2022] Open
Abstract
AIMS People with atrial fibrillation (AF) frequently live with frailty, which increases the risk of mortality and stroke. This study reports the association between oral anticoagulation (OAC) and outcomes for people with frailty, and whether there is overall net benefit from treatment in people with AF. METHODS AND RESULTS Retrospective open cohort electronic records study. Frailty was identified using the electronic frailty index. Primary care electronic health records of 89 996 adults with AF and CHA2DS2-Vasc score of ≥2 were linked with secondary care and mortality data in the Clinical Practice Research Database (CPRD) from 1 January 1998 to 30 November 2018. The primary outcome was a composite of death, stroke, systemic embolism, or major bleeding. Secondary outcomes were stroke, major bleeding, all-cause mortality, transient ischaemic attack, and falls. Of 89 996 participants, 71 256 (79.2%) were living with frailty. The prescription of OAC increased with degree of frailty. For patients not prescribed OAC, rates of the primary outcome increased alongside frailty category. Prescription of OAC was associated with a reduction in the primary outcome for each frailty category [adjusted hazard ratio, 95% confidence interval, no OAC as reference; fit: vitamin K antagonist (VKA) 0.69, 0.64-0.75, direct oral anticoagulant (DOAC) 0.42, 0.33-0.53; mild frailty: VKA 0.52, 0.50-0.54, DOAC 0.57, 0.52-0.63; moderate: VKA 0.54, 0.52-0.56, DOAC 0.57, 0.52-0.63; severe: VKA 0.48, 0.45-0.51, DOAC 0.58, 0.52-0.65], with cumulative incidence function effects greater for DOAC than VKA. CONCLUSION Frailty among people with AF is common. The OAC was associated with a reduction in the primary endpoint across all degrees of frailty.
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Affiliation(s)
- Chris Wilkinson
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Jianhua Wu
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, 6.090a Worsley Building, Leeds LS2 9JT, UK
- Leeds Institute for Data Analytics, University of Leeds, 6.090a Worsley Building, Leeds LS2 9JT, UK
| | - Andrew Clegg
- Academic Unit for Ageing and Stroke Research, Leeds Institute of Health Sciences, University of Leeds, 6.090a Worsley Building, Leeds LS2 9JT, UK
- Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
| | - Ramesh Nadarajah
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, 6.090a Worsley Building, Leeds LS2 9JT, UK
- Leeds Institute for Data Analytics, University of Leeds, 6.090a Worsley Building, Leeds LS2 9JT, UK
| | - Kenneth Rockwood
- Geriatric Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Oliver Todd
- Academic Unit for Ageing and Stroke Research, Leeds Institute of Health Sciences, University of Leeds, 6.090a Worsley Building, Leeds LS2 9JT, UK
- Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
| | - Chris P Gale
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, 6.090a Worsley Building, Leeds LS2 9JT, UK
- Leeds Institute for Data Analytics, University of Leeds, 6.090a Worsley Building, Leeds LS2 9JT, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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10
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Ivany E, Ritchie LA, Lip GY, Lotto RR, Werring DJ, Lane DA. Effectiveness and Safety of Antithrombotic Medication in Patients With Atrial Fibrillation and Intracranial Hemorrhage: Systematic Review and Meta-Analysis. Stroke 2022; 53:3035-3046. [DOI: 10.1161/strokeaha.122.038752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND:
For patients with atrial fibrillation who survive an intracranial hemorrhage (ICrH), the decision to offer oral anticoagulation (OAC) is challenging and necessitates balancing risk of thromboembolic events with risk of recurrent ICrH.
METHODS:
This systematic review assesses the effectiveness and safety of OAC and/or antiplatelets in patients with atrial fibrillation with nontraumatic ICrH. Bibliographic databases CENTRAL, MEDLINE, EMBASE, and CINAHL were searched. Articles on adults with atrial fibrillation with spontaneous ICrH (intracerebral, subdural, and subarachnoid), receiving antithrombotic therapy for stroke prevention were eligible for inclusion.
RESULTS:
Twenty articles (50 470 participants) included 2 randomized controlled trials (n=304)‚ 8 observational studies, 8 cohort studies, and 2 studies that meta-analyzed individual-level data from observational studies. OAC therapy was associated with a significant reduction in thromboembolic events (summary relative risk [sRR], 0.51 [95% CI, 0.30–0.86], heterogeneity I
2
=2%;
P
=0.39, n=5 studies) and all-cause mortality (sRR, 0.52 [95% CI, 0.38–0.71], heterogeneity I
2
=0;
P
=0.44, n=3 studies). OAC therapy was not associated with an increased risk of recurrent ICrH (sRR, 1.44 [95% CI, 0.38–5.46], heterogeneity I
2
=70%,
P
=0.02, n=5 studies). Nonvitamin K antagonist OACs were more effective at reducing the risk of thromboembolic events (sRR, 0.65 [95% CI, 0.44–0.97], heterogeneity I
2
=72%,
P
=0.03, n=3 studies) and were associated with a lower risk of recurrent ICrH (sRR, 0.52 [95% CI, 0.40–0.67], heterogeneity I
2
=0%,
P
=0.43, n=3 studies) than warfarin.
CONCLUSIONS:
In nontraumatic ICrH survivors with atrial fibrillation, OAC therapy is associated with a reduced risk of thromboembolic events and all-cause mortality without significantly increasing risk of recurrent ICrH. This finding is primarily based on observational data, and further larger randomized controlled trials are needed to corroborate or refute these findings.
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Affiliation(s)
- Elena Ivany
- Liverpool Centre for Cardiovascular Science, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., R.R.L., D.A.L.)
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., D.A.L.)
| | - Leona A. Ritchie
- Liverpool Centre for Cardiovascular Science, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., R.R.L., D.A.L.)
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., D.A.L.)
| | - Gregory Y.H. Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., R.R.L., D.A.L.)
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., D.A.L.)
- Liverpool Heart and Chest Hospital, United Kingdom (G.Y.H.L., D.A.L.)
- Department of Clinical Medicine, Aalborg University, Denmark (G.Y.H.L., D.A.L.)
| | - Robyn R. Lotto
- Liverpool Centre for Cardiovascular Science, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., R.R.L., D.A.L.)
- School of Nursing and Allied Health, Faculty of Health, Liverpool John Moores University, United Kingdom (R.R.L.)
| | - David J. Werring
- Stroke Research Centre, University College London, Queen Square Institute of Neurology, United Kingdom (D.J.W.)
| | - Deirdre A. Lane
- Liverpool Centre for Cardiovascular Science, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., R.R.L., D.A.L.)
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, United Kingdom. (E.I., L.A.R., G.Y.H.L., D.A.L.)
- Liverpool Heart and Chest Hospital, United Kingdom (G.Y.H.L., D.A.L.)
- Department of Clinical Medicine, Aalborg University, Denmark (G.Y.H.L., D.A.L.)
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11
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Puy L, Forman R, Cordonnier C, Sheth KN. Protecting the Brain, From the Heart: Safely Mitigating the Consequences of Thrombosis in Intracerebral Hemorrhage Survivors With Atrial Fibrillation. Stroke 2022; 53:2152-2160. [PMID: 35759545 DOI: 10.1161/strokeaha.122.036888] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Optimal antithrombotic management after intracerebral hemorrhage remains one of the central unresolved issues for patients who survive, especially for those patients with atrial fibrillation. Given the observational nature of the studies regarding anticoagulation resumption after intracerebral hemorrhage, there is uncertainty regarding resumption of oral anticoagulation therapy and its timing. There is limited high-quality evidence to guide clinical practice, leading to significant practice variation and uncertainty for patients and providers. Here, we aim to provide the key elements to guide clinicians in their individual decision: whether or not to start or resume anticoagulation in patients with a history of intracerebral hemorrhage.
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12
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Temporal Trends in Oral Anticoagulant Prescription in Atrial Fibrillation Patients between 2004 and 2019. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095584. [PMID: 35564979 PMCID: PMC9101720 DOI: 10.3390/ijerph19095584] [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: 03/23/2022] [Revised: 04/26/2022] [Accepted: 04/28/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND In the recent years, antithrombotic prophylaxis in patients with atrial fibrillation (AF) has changed significantly. The main aim of this study is to assess the temporal trends of antithrombotic therapy and identify factors predisposing oral anticoagulant (OAC) use in stroke prevention in AF patients. METHODS The present study is a retrospective, observational, single-center study, which includes consecutively hospitalized patients in the reference cardiology center from January 2004 to December 2019. RESULTS A total of 9656 patients (43.7% female, mean age 71.2 years) with AF between 2004-2019 are included. Among the total study population, in most of the patients (81.1%), OAC therapy was used, antiplatelet (APT) therapy was prescribed for 13.5% patients, heparins for 2.1% patients and 3.3% of patients did not receive any stroke prevention. OAC prescription significantly increased from 61.6% in 2004 to 97.4% in 2019. The independent predictors of OAC prescription were: the period of hospitalization, non-paroxysmal AF, age, hypertension, diabetes mellitus, previous thromboembolism, hospitalization due to electrical cardioversion, ablation or AF without any procedures. CONCLUSIONS In hospitalized patients with AF, during sixteen years of the study period, a significant increase in OAC use and a decrease in APT use were noted. Factors other than these included in the CHA2DS2-VASc score were independent predictors of OAC use.
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13
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Grymonprez M, Simoens C, Steurbaut S, De Backer TL, Lahousse L. Worldwide trends in oral anticoagulant use in patients with atrial fibrillation from 2010 to 2018: a systematic review and meta-analysis. Europace 2021; 24:887-898. [PMID: 34935033 DOI: 10.1093/europace/euab303] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 11/12/2021] [Indexed: 12/28/2022] Open
Abstract
AIMS Non-vitamin K antagonist oral anticoagulants (NOACs) are effective and safe alternatives compared with vitamin K antagonists (VKAs) for thromboembolic prevention in atrial fibrillation (AF), while antiplatelets are no longer recommended. However, to which extent NOAC introduction and guideline updates have increased OAC use in AF, is unclear. Therefore, worldwide trends in real-life prescribing of OACs, NOACs, VKAs, and antiplatelet monotherapy in AF patients were investigated. METHODS AND RESULTS Using PubMed and Embase, observational nationwide cohort studies on annual prevalent and/or incident OAC use in non-selected AF patients since 2010 were included. A meta-analysis of single proportions was performed. Twenty-one studies were included assessing prevalent and incident use among 9 758 637 and 197 483 OAC-eligible AF patients, respectively. Worldwide prevalence and incidence of OAC users increased from 0.42 [95% confidence interval (CI) 0.22-0.65] and 0.43 (95% CI 0.37-0.49) in 2010 to 0.78 (95% CI 0.77-0.78) and 0.75 (95% CI 0.74-0.76) in 2018, respectively. Prevalent and incident NOAC users increased globally from 0 in 2010 to 0.45 (95% CI 0.45-0.46) and 0.68 (95% CI 0.67-0.69) in 2018, respectively, whereas prevalent and incident VKA use decreased from 0.42 (95% CI 0.22-0.65) and 0.42 (95% CI 0.36-0.49) in 2010 to 0.32 (95% CI 0.32-0.32) and 0.06 (95% CI 0.06-0.07) in 2018, respectively. Prevalent antiplatelet monotherapy use decreased from 0.37 (95% CI 0.32-0.42) in 2010 to 0.09 (95% CI 0.09-0.10) in 2018. CONCLUSION The proportion of OAC users worldwide almost doubled following NOAC introduction. As one-quarter of OAC-eligible AF subjects were not anticoagulated and 9% were only treated with antiplatelets in 2018, there is still room for improvement.
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Affiliation(s)
- Maxim Grymonprez
- Department of Bioanalysis, Pharmaceutical Care Unit, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Cynthia Simoens
- Department of Bioanalysis, Pharmaceutical Care Unit, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Stephane Steurbaut
- Centre for Pharmaceutical Research, Research Group of Clinical Pharmacology and Clinical Pharmacy, Vrije Universiteit Brussel, 1090 Jette, Belgium.,Department of Hospital Pharmacy, UZ Brussel, 1090 Jette, Belgium
| | - Tine L De Backer
- Department of Cardiology, Ghent University Hospital, 9000 Ghent, Belgium
| | - Lies Lahousse
- Department of Bioanalysis, Pharmaceutical Care Unit, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.,Department of Epidemiology, Erasmus Medical Center, 3015 Rotterdam, The Netherlands
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14
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Nadarajah R, Wu J, Frangi AF, Hogg D, Cowan C, Gale C. Predicting patient-level new-onset atrial fibrillation from population-based nationwide electronic health records: protocol of FIND-AF for developing a precision medicine prediction model using artificial intelligence. BMJ Open 2021; 11:e052887. [PMID: 34728455 PMCID: PMC8565546 DOI: 10.1136/bmjopen-2021-052887] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Atrial fibrillation (AF) is a major cardiovascular health problem: it is common, chronic and incurs substantial healthcare expenditure because of stroke. Oral anticoagulation reduces the risk of thromboembolic stroke in those at higher risk; but for a number of patients, stroke is the first manifestation of undetected AF. There is a rationale for the early diagnosis of AF, before the first complication occurs, but population-based screening is not recommended. Previous prediction models have been limited by their data sources and methodologies. An accurate model that uses existing routinely collected data is needed to inform clinicians of patient-level risk of AF, inform national screening policy and highlight predictors that may be amenable to primary prevention. METHODS AND ANALYSIS We will investigate the application of a range of deep learning techniques, including an adapted convolutional neural network, recurrent neural network and Transformer, on routinely collected primary care data to create a personalised model predicting the risk of new-onset AF over a range of time periods. The Clinical Practice Research Datalink (CPRD)-GOLD dataset will be used for derivation, and the CPRD-AURUM dataset will be used for external geographical validation. Both comprise a sizeable representative population and are linked at patient-level to secondary care databases. The performance of the deep learning models will be compared against classic machine learning and traditional statistical predictive modelling methods. We will only use risk factors accessible in primary care and endow the model with the ability to update risk prediction as it is presented with new data, to make the model more useful in clinical practice. ETHICS AND DISSEMINATION Permissions for CPRD-GOLD and CPRD-AURUM datasets were obtained from CPRD (ref no: 19_076). The CPRD ethical approval committee approved the study. The results will be submitted as a research paper for publication to a peer-reviewed journal and presented at peer-reviewed conferences. TRIAL REGISTRATION DETAILS A systematic review to incorporate within the overall project was registered on PROSPERO (registration number CRD42021245093). The study was registered on ClinicalTrials.gov (NCT04657900).
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Affiliation(s)
- Ramesh Nadarajah
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Jianhua Wu
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
- School of Dentistry, University of Leeds, Leeds, UK
| | - Alejandro F Frangi
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
- School of Computing, University of Leeds, Leeds, UK
| | - David Hogg
- School of Computing, University of Leeds, Leeds, UK
| | - Campbell Cowan
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Chris Gale
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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15
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Arbelo E, Aktaa S, Bollmann A, D'Avila A, Drossart I, Dwight J, Hills MT, Hindricks G, Kusumoto FM, Lane DA, Lau DH, Lettino M, Lip GYH, Lobban T, Pak HN, Potpara T, Saenz LC, Van Gelder IC, Varosy P, Gale CP, Dagres N, Boveda S, Deneke T, Defaye P, Conte G, Lenarczyk R, Providencia R, Guerra JM, Takahashi Y, Pisani C, Nava S, Sarkozy A, Glotzer TV, Martins Oliveira M. Quality indicators for the care and outcomes of adults with atrial fibrillation. Europace 2021; 23:494-495. [PMID: 32860039 DOI: 10.1093/europace/euaa253] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
AIMS To develop quality indicators (QIs) that may be used to evaluate the quality of care and outcomes for adults with atrial fibrillation (AF). METHODS AND RESULTS We followed the ESC methodology for QI development. This methodology involved (i) the identification of the domains of AF care for the diagnosis and management of AF (by a group of experts including members of the ESC Clinical Practice Guidelines Task Force for AF); (ii) the construction of candidate QIs (including a systematic review of the literature); and (iii) the selection of the final set of QIs (using a modified Delphi method). Six domains of care for the diagnosis and management of AF were identified: (i) Patient assessment (baseline and follow-up), (ii) Anticoagulation therapy, (iii) Rate control strategy, (iv) Rhythm control strategy, (v) Risk factor management, and (vi) Outcomes measures, including patient-reported outcome measures (PROMs). In total, 17 main and 17 secondary QIs, which covered all six domains of care for the diagnosis and management of AF, were selected. The outcome domain included measures on the consequences and treatment of AF, as well as PROMs. CONCLUSION This document defines six domains of AF care (patient assessment, anticoagulation, rate control, rhythm control, risk factor management, and outcomes), and provides 17 main and 17 secondary QIs for the diagnosis and management of AF. It is anticipated that implementation of these QIs will improve the quality of AF care.
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Affiliation(s)
| | | | - Suleman Aktaa
- Leeds Institute for Data Analytics, University of Leeds, UK; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, UK; Department of Cardiology, Leeds Teaching Hospitals NHS Trust, UK
| | - Andreas Bollmann
- Department of Electrophysiology, Heart Centre Leipzig at University of Leipzig, Leipzig, Germany
| | - André D'Avila
- Cardiac Arrhythmia Service, Hospital SOS Cardio, Florianopolis, SC, Brazil; Harvard-Thorndike Electrophysiology Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Inga Drossart
- European Society of Cardiology, Sophia Antipolis, France; ESC Patient Forum, Sophia Antipolis, France
| | | | | | - Gerhard Hindricks
- Department of Electrophysiology, Heart Centre Leipzig at University of Leipzig, Leipzig, Germany
| | - Fred M Kusumoto
- Cardiology Department, Mayo Clinic Hospital, Jacksonville, FL, USA
| | - Deirdre A Lane
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK; Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Dennis H Lau
- Centre for Heart Rhythm Disorders, The University of Adelaide and Department of Cardiology, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Maddalena Lettino
- Cardiovascular Department, San Gerardo Hospital, ASST-Monza, Monza, Italy
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK; Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Trudie Lobban
- Arrhythmia Alliance/AF Association/STARS, Chipping Norton, UK
| | - Hui-Nam Pak
- Yonsei University Health System, Seoul, Republic of Korea
| | - Tatjana Potpara
- School of Medicine, University of Belgrade, Serbia; Cardiology Clinic, Clinical Centre of Serbia, Belgrade, Serbia
| | - Luis C Saenz
- Fundación Cardio Infantil-Instituto de Cardiología, Bogotá, Colombia
| | - Isabelle C Van Gelder
- Department of Cardiology, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Paul Varosy
- Rocky Mountain Regional Veterans Affairs Medical Center and the University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Chris P Gale
- Leeds Institute for Data Analytics, University of Leeds, UK; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, UK; Department of Cardiology, Leeds Teaching Hospitals NHS Trust, UK
| | - Nikolaos Dagres
- Department of Electrophysiology, Heart Centre Leipzig at University of Leipzig, Leipzig, Germany
| | | | | | - Serge Boveda
- Clinique Pasteur, Heart Rhythm Department, 31076 Toulouse, France
| | | | - Thomas Deneke
- Clinic for Interventional Electrophysiology, Heart Centre RHÖN-KLINIKUM Campus Bad Neustadt, Germany
| | - Pascal Defaye
- CHU Grenoble Alpes, Unite de Rythmologie Service De Cardiologie, CS10135, 38043 Grenoble Cedex 09, France
| | - Giulio Conte
- Cardiology Department, Cardiocentro Ticino, Lugano, Switzerland
| | - Radoslaw Lenarczyk
- First Department of Cardiology and Angiology, Silesian Centre for Heart Disease, Curie-Sklodowskiej Str 9, 41-800 Zabrze, Poland
| | - Rui Providencia
- St Bartholomew's Hospital, Barts Heart Centre, Barts Health NHS Trust, London, UK and Institute of Health Informatics, University College of London, London, UK
| | - Jose M Guerra
- Department of Cardiology, Hospital de la Santa Creu i Sant Pau, Universidad Autonoma de Barcelona, CIBERCV, Barcelona, Spain
| | - Yoshihide Takahashi
- Department of Advanced Arrhythmia Research, Tokyo Medical and Dental University, Tokyo, Japan
| | | | - Santiago Nava
- Head of Electrocardiology Department, Instituto Nacional de Cardiologia 'Ignacio Chavez', Mexico
| | - Andrea Sarkozy
- University Hospital of Antwerp, University of Antwerp, Antwerp, Belgium
| | - Taya V Glotzer
- Hackensack Meridian-Seton Hall School of Medicine, Rutgers New Jersey Medical School; Director of Cardiac Research, Hackensack University Medical Center, Hackensack, USA
| | - Mario Martins Oliveira
- Hospital Santa Marta, Department of Cardiology, Rua Santa Marta, 1167-024 Lisbon, Portugal
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16
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Ivany E, Lane DA, Dan GA, Doehner W, Farkowski MM, Iliodromitis K, Lenarczyk R, Potpara TS. Antithrombotic therapy for stroke prevention in patients with atrial fibrillation who survive an intracerebral haemorrhage: results of an EHRA survey. Europace 2021; 23:806-814. [PMID: 34020460 DOI: 10.1093/europace/euaa423] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 12/30/2020] [Indexed: 11/13/2022] Open
Abstract
The aim of this survey is to provide a snapshot of current practice regarding antithrombotic therapy (ATT) in patients with atrial fibrillation (AF) comorbid with intracerebral haemorrhage (ICH). An online survey was distributed to members of the European Heart Rhythm Association. A total of 163 clinicians responded, mostly cardiologists or electrophysiologists (87.7%), predominantly working in University hospitals (61.3%). Most respondents (47.2%) had seen one to five patients with AF comorbid with ICH in the last 12 months. Among patients sustaining an ICH on oral anticoagulation (OAC), 84.3% respondents would consider some form of ATT post-ICH, with 73.2% preferring to switch from a vitamin-K antagonist (VKA) to a non-VKA oral anticoagulant (NOAC) and 37.2% preferring to switch from one NOAC to another. Most (36.6%) would restart OAC >30 days post-ICH. Among patients considered unable to take OAC, left atrial appendage occlusion procedure was the therapy of choice in 73.3% respondents. When deciding on ATT, respondents considered patient's CHA2DS2-VASc score, ICH type, demographics, risk factors, and patient adherence. The main reason for not restarting or commencing ATT was concern about recurrent ICH (80.8%). National or international clinical guidelines would be advantageous to support decision-making (84.3%). Other helpful resources reported were multidisciplinary team involvement (46.9%) and patient education (82%). In summary, most survey respondents would prescribe OAC therapy for patients with AF who have sustained an ICH on OAC and would restart OAC >30 days post-ICH. The risk of recurrent ICH was the main reason for not prescribing any ATT post-ICH.
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Affiliation(s)
- Elena Ivany
- Liverpool Centre for Cardiovascular Science, University of Liverpool, 6 West Derby Street, Liverpool L7 8TX, UK
| | - Deirdre A Lane
- Liverpool Centre for Cardiovascular Science, University of Liverpool, 6 West Derby Street, Liverpool L7 8TX, UK.,Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Gheorghe-Andrei Dan
- 'Internal Medicine, Carol Davila' University of Medicine, Colentina University Hospital, Bucharest, Romania
| | - Wolfram Doehner
- Berlin Institute of Health Center for Regenerative Therapies, Berlin, Germany.,Department of Cardiology (Virchow Klinikum), Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany.,Center for Stroke Research Berlin, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Michal M Farkowski
- II Department of Heart Arrhythmia, National Institute of Cardiology, Warsaw, Poland
| | | | - Radoslaw Lenarczyk
- Department of Cardiology, Congenital Heart Defects and Electrotherapy, Medical University of Silesia, Silesian Center of Heart Disease, Zabrze, Poland
| | - Tatjana S Potpara
- Serbia School of Medicine, University of Belgrade, Belgrade, Serbia.,Department for Intensive Care in Cardiac Arrhythmias, Cardiology Clinic, Clinical Centre of Serbia, Belgrade, Serbia
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Direct oral anticoagulants today. Med Clin (Barc) 2021; 157:238-240. [PMID: 34353625 DOI: 10.1016/j.medcli.2021.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 07/07/2021] [Accepted: 07/09/2021] [Indexed: 11/22/2022]
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18
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Wilkinson C, Clegg A, Todd O, Rockwood K, Yadegarfar ME, Gale CP, Hall M. Atrial fibrillation and oral anticoagulation in older people with frailty: a nationwide primary care electronic health records cohort study. Age Ageing 2021; 50:772-779. [PMID: 33951158 PMCID: PMC8099225 DOI: 10.1093/ageing/afaa265] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Atrial fibrillation (AF) is common in older people and is associated with increased stroke risk that may be reduced by oral anticoagulation (OAC). Frailty also increases with increasing age, yet the extent of OAC prescription in older people according to extent of frailty in people with AF is insufficiently described. METHODS An electronic health records study of 536,955 patients aged ≥65 years from ResearchOne in England (384 General Practices), over 15.4 months, last follow-up 11th April 2017. OAC prescription for AF with CHA2DS2-Vasc ≥2, adjusted (demographic and treatments) risk of all-cause mortality, and subsequent cerebrovascular disease, bleeding and falls were estimated by electronic frailty index (eFI) category of fit, mild, moderate and severe frailty. RESULTS AF prevalence and mean CHA2DS2-Vasc for those with AF increased with increasing eFI category (fit 2.9%, 2.2; mild 11.2%, 3.2; moderate 22.2%, 4.0; and severe 31.5%, 5.0). For AF with CHA2DS2-Vasc ≥2, OAC prescription was higher for mild (53.2%), moderate (55.6%) and severe (53.4%) eFI categories than fit (41.7%). In those with AF and eligible for OAC, frailty was associated with increased risk of death (HR for severe frailty compared with fit 4.09, 95% confidence interval 3.43-4.89), gastrointestinal bleeding (2.17, 1.45-3.25), falls (8.03, 4.60-14.03) and, among women, stroke (3.63, 1.10-12.02). CONCLUSION Among older people in England, AF and stroke risk increased with increasing degree of frailty; however, OAC prescription approximated 50%. Given competing demands of mortality, morbidity and stroke prevention, greater attention to stratified stroke prevention is needed for this group of the population.
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Affiliation(s)
- Chris Wilkinson
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Andrew Clegg
- Academic Unit for Ageing and Stroke Research, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
- Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
| | - Oliver Todd
- Academic Unit for Ageing and Stroke Research, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
- Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
| | - Kenneth Rockwood
- Geriatric Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Mohammad E Yadegarfar
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
| | - Chris P Gale
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Marlous Hall
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
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