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Vinson DR, Warton EM, Durant EJ, Mark DG, Ballard DW, Hofmann ER, Sax DR, Kene MV, Lin JS, Poth LS, Ghiya MS, Ganapathy A, Whiteley PM, Bouvet SC, Rauchwerger AS, Zhang JY, Shan J, DiLena DD, Kea B, Pai AP, Loyles JB, Solomon MD, Go AS, Reed ME. Decision Support Intervention and Anticoagulation for Emergency Department Atrial Fibrillation: The O'CAFÉ Stepped-Wedge Cluster Randomized Clinical Trial. JAMA Netw Open 2024; 7:e2443097. [PMID: 39504024 PMCID: PMC11541643 DOI: 10.1001/jamanetworkopen.2024.43097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 09/12/2024] [Indexed: 11/09/2024] Open
Abstract
Importance Oral anticoagulation for adults with atrial fibrillation or atrial flutter (AFF) who are at elevated stroke risk reduces the incidence of ischemic stroke but remains underused. Efforts to increase anticoagulation initiation on emergency department (ED) discharge have yielded conflicting results. Objective To evaluate the effectiveness of a multipronged intervention supporting anticoagulation initiation for eligible adult ED patients. Design, Setting, and Participants The Clinical Decision Support to Optimize Care of Patients With Atrial Fibrillation or Flutter in the Emergency Department (O'CAFÉ) pragmatic, stepped-wedge cluster randomized clinical trial was conducted from July 1, 2021, through April 30, 2023, at 13 community medical centers (in 9 clusters) of an integrated health system in Northern California. The study included adult ED patients with primary AFF eligible for anticoagulation initiation when discharged home. Clusters were randomly assigned to staggered dates for 1-way crossover from the control phase (usual care) to the intervention phase. Intervention Physician education, facility-specific audit and feedback, and access to decision support, which identified eligible patients and recommended shared decision-making, anticoagulation initiation (if suitable), and timely follow-up. Main Outcomes and Measures The main outcome was a composite of anticoagulation on discharge or within 30 days. A primary intention-to-treat analysis (decision support access regardless of use) and a secondary per-protocol analysis (decision support use) were performed. Multivariable analyses adjusted for intervention and exposure months with random effects, accounting for clustering by facility and patient. Results A total of 3388 eligible patients with atrial fibrillation were discharged home: 2185 (64.5%) were receiving pre-ED arrival anticoagulation and 1203 (35.5%) were eligible for anticoagulation. Among the 1203 patients with an initiation-eligible encounter, the median age was 74.0 (IQR, 68.0-82.0) years and approximately half (618 [51.4%]) were men. Among the 387 patients with an initiation-eligible control encounter, 244 (63.0%) received anticoagulation (190 [49.0%] at discharge and 54 [14.0%] within 30 days). Among the 816 patients with an initiation-eligible intervention encounter, 558 (68.4%) received anticoagulation (428 [52.5%] on discharge and 130 [15.9%] within 30 days). There was no statistically significant change in initiation of anticoagulation associated with the intervention (adjusted odds ratio, 1.33 [95% CI, 0.75-2.35]; P = .13). Decision support was used for 217 eligible case patients (26.6%) (per protocol) and was associated with a statistically significant change in anticoagulation initiation when compared with 599 patients for whom decision support was not used (164 [75.6%] vs 394 [65.8%]; P = .008). Conclusions and Relevance In this trial, a multipronged intervention to facilitate thromboprophylaxis among eligible ED patients with AFF did not significantly increase anticoagulation initiation. Opportunities exist to further improve stroke prevention among ED patients with primary AFF. Trial Registration ClinicalTrials.gov Identifier: NCT05009225.
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Affiliation(s)
- David R. Vinson
- The Permanente Medical Group, Oakland, California
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Emergency Medicine, Kaiser Permanente Roseville Medical Center, Roseville, California
| | | | - Edward J. Durant
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente Modesto Medical Center, Modesto, California
| | - Dustin G. Mark
- The Permanente Medical Group, Oakland, California
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Emergency Medicine, Kaiser Permanente Oakland Medical Center, Oakland, California
| | - Dustin W. Ballard
- The Permanente Medical Group, Oakland, California
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Emergency Medicine, Kaiser Permanente San Rafael Medical Center, San Rafael, California
| | - Erik R. Hofmann
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente South Sacramento Medical Center, Sacramento, California
| | - Dana R. Sax
- The Permanente Medical Group, Oakland, California
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Emergency Medicine, Kaiser Permanente Oakland Medical Center, Oakland, California
| | - Mamata V. Kene
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente San Leandro Medical Center, San Leandro, California
| | - James S. Lin
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente Santa Clara Medical Center, Santa Clara, California
| | - Luke S. Poth
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente South San Francisco Creek Medical Center, San Francisco, California
| | - Meena S. Ghiya
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente South San Francisco Creek Medical Center, San Francisco, California
| | - Anuradha Ganapathy
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente San Jose Medical Center, San Jose, California
| | - Patrick M. Whiteley
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente San Jose Medical Center, San Jose, California
| | - Sean C. Bouvet
- The Permanente Medical Group, Oakland, California
- Department of Emergency Medicine, Kaiser Permanente San Francisco Medical Center, San Francisco, California
| | | | - Jennifer Y. Zhang
- Division of Research, Kaiser Permanente Northern California, Oakland
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Judy Shan
- Division of Research, Kaiser Permanente Northern California, Oakland
- School of Medicine, University of California, San Francisco
| | - Daniel D. DiLena
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Bory Kea
- Center for Policy and Emergency Medicine, Department of Emergency Medicine, Oregon Health & Sciences University, Portland
| | - Ashok P. Pai
- The Permanente Medical Group, Oakland, California
- Department of Hematology and Oncology, Oakland Medical Center, Oakland, California
| | - Jodi B. Loyles
- Kaiser Permanente Northern California Regional Pharmacy, Oakland
| | - Matthew D. Solomon
- The Permanente Medical Group, Oakland, California
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Cardiology, Oakland Medical Center, Oakland, California
| | - Alan S. Go
- The Permanente Medical Group, Oakland, California
- Division of Research, Kaiser Permanente Northern California, Oakland
- Departments of Epidemiology, Biostatistics, and Medicine, University of California, San Francisco
| | - Mary E. Reed
- Division of Research, Kaiser Permanente Northern California, Oakland
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Long B, Brady WJ, Gottlieb M. Emergency medicine updates: Atrial fibrillation with rapid ventricular response. Am J Emerg Med 2023; 74:57-64. [PMID: 37776840 DOI: 10.1016/j.ajem.2023.09.012] [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: 08/08/2023] [Revised: 09/03/2023] [Accepted: 09/14/2023] [Indexed: 10/02/2023] Open
Abstract
INTRODUCTION Atrial fibrillation (AF) may lead to stroke, heart failure, and death. When AF occurs in the context of a rapid ventricular rate/response (RVR), this can lead to complications, including hypoperfusion and cardiac ischemia. Emergency physicians play a key role in the diagnosis and management of this dysrhythmia. OBJECTIVE This paper evaluates key evidence-based updates concerning AF with RVR for the emergency clinician. DISCUSSION Differentiating primary and secondary AF with RVR and evaluating hemodynamic stability are vital components of ED assessment and management. Troponin can assist in determining the risk of adverse outcomes, but universal troponin testing is not required in patients at low risk of acute coronary syndrome or coronary artery disease - especially patients with recurrent episodes of paroxysmal AF that are similar to their prior events. Emergent cardioversion is indicated in hemodynamically unstable patients. Rate or rhythm control should be pursued in hemodynamically stable patients. Elective cardioversion is a safe option for select patients and may reduce AF symptoms and risk of AF recurrence. Rate control using beta blockers or calcium channel blockers should be pursued in those with AF with RVR who do not undergo cardioversion. Anticoagulation is an important component of management, and several tools (e.g., CHA2DS2-VASc) are available to assist with this decision. Direct oral anticoagulants are the first-line medication class for anticoagulation. Disposition can be challenging, and several risk assessment tools (e.g., RED-AF, AFFORD, and the AFTER (complex, modified, and pragmatic) scores) are available to assist with disposition decisions. CONCLUSION An understanding of the recent updates in the literature concerning AF with RVR can assist emergency clinicians in the care of these patients.
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Affiliation(s)
- Brit Long
- SAUSHEC, Emergency Medicine, Brooke Army Medical Center, Fort Sam Houston, TX, USA.
| | - William J Brady
- Department of Emergency Medicine, University of Virginia School of Medicine, Charlottesville, VA, USA.
| | - Michael Gottlieb
- Department of Emergency Medicine, Rush University Medical Center, Chicago, IL, USA
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Lebovitz S, Estryk M, Zimmerman DR, Pollak A, Luria D, Amir O, Biton Y. Trends in Atrial Fibrillation Management-Results from a National Multi-Center Urgent Care Network Registry. J Clin Med 2023; 12:6704. [PMID: 37959170 PMCID: PMC10650842 DOI: 10.3390/jcm12216704] [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: 09/05/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND Atrial fibrillation (AF) is a common diagnosis in patients presenting to urgent care centers (UCCs), yet there is scant research regarding treatment in these centers. While some of these patients are managed within UCCs, some are referred for further care in an emergency department (ED). OBJECTIVES We aimed to identify the rate of patients referred to an ED and define predictors for this outcome. We analyzed the rates of AF diagnosis and hospital referral over the years. Finally, we described trends in patient anticoagulation (AC) medication use. METHODS This retrospective study included 5873 visits of patients over age 18 visiting the TEREM UCC network with a diagnosis of AF over 11 years. Multivariate analysis was used to identify predictors for ED referral. RESULTS In a multivariate model, predictors of referral to an ED included vascular disease (OR 1.88 (95% CI 1.43-2.45), p < 0.001), evening or night shifts (OR 1.31 (95% CI 1.11-1.55), p < 0.001; OR 1.68 (95% CI 1.32-2.15), p < 0.001; respectively), previously diagnosed AF (OR 0.31 (95% CI 0.26-0.37), p < 0.001), prior treatment with AC (OR 0.56 (95% CI 0.46-0.67), p < 0.001), beta blockers (OR 0.63 (95% CI 0.52-0.76), p < 0.001), and antiarrhythmic medication (OR 0.58 (95% CI 0.48-0.69), p < 0.001). Visits diagnosed with AF increased over the years (p = 0.030), while referrals to an ED decreased over the years (p = 0.050). The rate of novel oral anticoagulant prescriptions increased over the years. CONCLUSIONS The rate of referral to an ED from a UCC over the years is declining but remains high. Referrals may be predicted using simple clinical variables. This knowledge may help to reduce the burden of hospitalizations.
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Affiliation(s)
- Shalom Lebovitz
- Department of Cardiology, Hadassah Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel (O.A.)
- TEREM—Emergency Medical Centers, Jerusalem 97775, Israel
| | | | | | - Arthur Pollak
- Department of Cardiology, Hadassah Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel (O.A.)
| | - David Luria
- Department of Cardiology, Hadassah Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel (O.A.)
| | - Offer Amir
- Department of Cardiology, Hadassah Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel (O.A.)
| | - Yitschak Biton
- Department of Cardiology, Hadassah Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel (O.A.)
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Vinson DR, Rauchwerger AS, Karadi CA, Shan J, Warton EM, Zhang JY, Ballard DW, Mark DG, Hofmann ER, Cotton DM, Durant EJ, Lin JS, Sax DR, Poth LS, Gamboa SH, Ghiya MS, Kene MV, Ganapathy A, Whiteley PM, Bouvet SC, Babakhanian L, Kwok EW, Solomon MD, Go AS, Reed ME. Clinical decision support to Optimize Care of patients with Atrial Fibrillation or flutter in the Emergency department: protocol of a stepped-wedge cluster randomized pragmatic trial (O'CAFÉ trial). Trials 2023; 24:246. [PMID: 37004068 PMCID: PMC10064588 DOI: 10.1186/s13063-023-07230-2] [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: 07/11/2022] [Accepted: 03/08/2023] [Indexed: 04/03/2023] Open
Abstract
BACKGROUND Management of adults with atrial fibrillation (AF) or atrial flutter in the emergency department (ED) includes rate reduction, cardioversion, and stroke prevention. Different approaches to these components of care may lead to variation in frequency of hospitalization and stroke prevention actions, with significant implications for patient experience, cost of care, and risk of complications. Standardization using evidence-based recommendations could reduce variation in management, preventable hospitalizations, and stroke risk. METHODS We describe the rationale for our ED-based AF treatment recommendations. We also describe the development of an electronic clinical decision support system (CDSS) to deliver these recommendations to emergency physicians at the point of care. We implemented the CDSS at three pilot sites to assess feasibility and solicit user feedback. We will evaluate the impact of the CDSS on hospitalization and stroke prevention actions using a stepped-wedge cluster randomized pragmatic clinical trial across 13 community EDs in Northern California. DISCUSSION We hypothesize that the CDSS intervention will reduce hospitalization of adults with isolated AF or atrial flutter presenting to the ED and increase anticoagulation prescription in eligible patients at the time of ED discharge and within 30 days. If our hypotheses are confirmed, the treatment protocol and CDSS could be recommended to other EDs to improve management of adults with AF or atrial flutter. TRIAL REGISTRATION ClinicalTrials.gov NCT05009225 . Registered on 17 August 2021.
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Affiliation(s)
- David R Vinson
- The Permanente Medical Group, Oakland, CA, USA.
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA.
- Department of Emergency Medicine, Kaiser Permanente Roseville Medical Center, Roseville, CA, USA.
| | - Adina S Rauchwerger
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Chandu A Karadi
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente San Jose Medical Center, San Jose, CA, USA
| | - Judy Shan
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - E Margaret Warton
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Jennifer Y Zhang
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Dustin W Ballard
- The Permanente Medical Group, Oakland, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente San Rafael Medical Center, San Rafael, CA, USA
| | - Dustin G Mark
- The Permanente Medical Group, Oakland, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente Oakland Medical Center, Oakland, CA, USA
| | - Erik R Hofmann
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente South Sacramento Medical Center, Sacramento, CA, USA
| | - Dale M Cotton
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente South Sacramento Medical Center, Sacramento, CA, USA
| | - Edward J Durant
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente Modesto Medical Center, Modesto, CA, USA
| | - James S Lin
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente Santa Clara Medical Center, Santa Clara, CA, USA
| | - Dana R Sax
- The Permanente Medical Group, Oakland, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente Oakland Medical Center, Oakland, CA, USA
| | - Luke S Poth
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente Walnut Creek Medical Center, Walnut Creek, CA, USA
| | - Stephen H Gamboa
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente San Francisco Medical Center, San Francisco, CA, USA
| | - Meena S Ghiya
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente South San Francisco Medical Center, San Francisco, CA, USA
| | - Mamata V Kene
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente San Leandro Medical Center, San Leandro, CA, USA
| | - Anuradha Ganapathy
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente San Jose Medical Center, San Jose, CA, USA
| | - Patrick M Whiteley
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente San Jose Medical Center, San Jose, CA, USA
| | - Sean C Bouvet
- The Permanente Medical Group, Oakland, CA, USA
- Department of Emergency Medicine, Kaiser Permanente Walnut Creek Medical Center, Walnut Creek, CA, USA
| | | | | | - Matthew D Solomon
- The Permanente Medical Group, Oakland, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Cardiology, Oakland Medical Center, Oakland, CA, USA
| | - Alan S Go
- The Permanente Medical Group, Oakland, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Departments of Epidemiology, Biostatistics, and Medicine, University of California, San Francisco, CA, USA
- Department of Medicine, Stanford University, Palo Alto, CA, USA
| | - Mary E Reed
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
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Khatib R, Glowacki N, Byrne J, Brady P. Impact of social determinants of health on anticoagulant use among patients with atrial fibrillation: Systemic review and meta-analysis. Medicine (Baltimore) 2022; 101:e29997. [PMID: 36107589 PMCID: PMC9439798 DOI: 10.1097/md.0000000000029997] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND A growing body of literature now exists examining associations between social determinants of health (SDOH) and adverse outcomes in patients with atrial fibrillation; however, little is available on anticoagulant prescriptions and the impact of SDOH. PURPOSE Evaluate the impact of SDOH on anticoagulant prescriptions in patients with atrial fibrillation. DATA SOURCES Medline and Embase databases up to January 2021. STUDY SELECTION Noninterventional studies were included if they reported associations between at least 1 of 14 SDOH domains and anticoagulant prescription in patients with atrial fibrillation. Two investigators independently screened and collected data. DATA EXTRACTION Two investigators independently screened and collected data. DATA SYNTHESIS Meta-analyses using random-effect models evaluated associations between SDOH and receiving an anticoagulant prescription. We included 13 studies, 11 of which were included in meta-analyses that reported on the impact of 9 of the 14 SDOH included in the search. Pooled estimates indicate a 0.85 (95% confidence interval [CI]: 0.75, 0.97) lower odds of receiving anticoagulant prescriptions among Black compared to non-Black patients (reported in 6 studies); 0.42 (95% CI: 0.32, 0.55) lower odds of receiving anticoagulant prescriptions among patients with mental illness compared to those without mental illness (2 studies); and a 0.64 (95% CI: 0.42, 0.96) lower likelihood of receiving oral anticoagulant prescription among employed patients compared to unemployed patients (2 studies). LIMITATIONS SDOH lack consistent definitions and measures within the electronic health record. CONCLUSION The literature reports on only half of the SDOH domains we searched for, indicating that many SDOH are not routinely assessed. Second, social needs impact the decision to prescribe anticoagulants, confirming the need to screen for and address social needs in the clinical setting to support clinicians in providing guideline concordant care to their patients. REGISTRATION This systematic review and meta-analysis was registered with PROSPERO.
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Affiliation(s)
- Rasha Khatib
- Advocate Aurora Research Institute, Advocate Aurora Health, Downers Grove, IL
- *Correspondence: Rasha Khatib, PhD, Advocate Aurora Research Institute, Advocate Aurora Health, 3075 Highland Parkway, Suite 600, Downers Grove, IL 60515, USA (e-mail: )
| | - Nicole Glowacki
- Advocate Aurora Research Institute, Advocate Aurora Health, Downers Grove, IL
| | - John Byrne
- School of Molecular & Cellular Biology, University of Illinois at Urbana-Champaign, Urbana, IL
| | - Peter Brady
- Department of Cardiovascular Medicine, Advocate Illinois Masonic Medical Center, Chicago, IL
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Yogasundaram H, Dover DC, Hawkins NM, McAlister FA, Goodman SG, Ezekowitz J, Kaul P, Sandhu RK. Trends in Uptake and Adherence to Oral Anticoagulation for Patients With Incident Atrial Fibrillation at High Stroke Risk Across Health Care Settings. J Am Heart Assoc 2022; 11:e024868. [PMID: 35876419 PMCID: PMC9375487 DOI: 10.1161/jaha.121.024868] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Oral anticoagulation (OAC) therapy prevents morbidity and mortality in nonvalvular atrial fibrillation; whether location of diagnosis influences OAC uptake or adherence is unknown. Methods and Results Retrospective cohort study (2008–2019), identifying adults with incident nonvalvular atrial fibrillation across health care settings (emergency department, hospital, outpatient) at high risk of stroke. OAC uptake and adherence via proportion of days covered for direct OACs and time in therapeutic range for warfarin were measured. Proportion of days covered was categorized as low (0–39%), intermediate (40–79%), and high (80–100%). Warfarin control was defined as time in therapeutic range ≥65%. All‐cause mortality was examined at a 3‐year landmark. Among 75 389 patients with nonvalvular atrial fibrillation (47.0% women, mean 77.4 years), 19.7% were diagnosed in the emergency department, 59.1% in the hospital, and 21.2% in the outpatient setting. Ninety‐day OAC uptake was 51.6% in the emergency department, 50.9% in the hospital, and 67.9% in the outpatient setting (P<0.0001). High direct OAC adherence increased from 64.9% to 80.3% in the emergency department, 64.3% to 81.7% in the hospital, and 70.9% to 88.6% in the outpatient setting over time (P values for trend <0.0001). Warfarin control was 40.3% overall and remained unchanged. In multivariable analysis, outpatient diagnosis compared with the hospital was associated with greater OAC uptake (odds ratio [OR], 1.79; [95% CI, 1.72–1.87]) and direct OAC (OR, 1.42; [95% CI, 1.27–1.59]) and warfarin (OR, 1.49; [95% CI, 1.36–1.63]) adherence. Varying or persistently low adherence was associated with a poor prognosis, especially for warfarin. Conclusions Locale of nonvalvular atrial fibrillation diagnosis is associated with varying OAC uptake and adherence. Interventions specific to health care settings are needed to improve stroke prevention.
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Affiliation(s)
| | - Douglas C Dover
- Canadian VIGOUR Center University of Alberta Edmonton Alberta Canada
| | - Nathaniel M Hawkins
- Division of Cardiology University of British Columbia Vancouver British Columbia Canada
| | - Finlay A McAlister
- Division of General Internal Medicine University of Alberta Edmonton Alberta Canada
| | - Shaun G Goodman
- Canadian VIGOUR Center University of Alberta Edmonton Alberta Canada.,St. Michael's Hospital University of Toronto Ontario Canada
| | - Justin Ezekowitz
- Division of Cardiology University of Alberta Edmonton Alberta Canada.,Canadian VIGOUR Center University of Alberta Edmonton Alberta Canada
| | - Padma Kaul
- Division of Cardiology University of Alberta Edmonton Alberta Canada.,Canadian VIGOUR Center University of Alberta Edmonton Alberta Canada
| | - Roopinder K Sandhu
- Division of Cardiology University of Alberta Edmonton Alberta Canada.,Canadian VIGOUR Center University of Alberta Edmonton Alberta Canada.,Smidt Heart Institute, Cedars-Sinai Medical Center Los Angeles CA
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From Bench to Bedside—Implementing the New ABC Approach for Atrial Fibrillation in an Emergency Department Setting. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19084797. [PMID: 35457664 PMCID: PMC9031451 DOI: 10.3390/ijerph19084797] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 04/13/2022] [Indexed: 02/01/2023]
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8
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Islam S, Dover DC, Daniele P, Hawkins NM, Humphries KH, Kaul P, Sandhu RK. Sex Differences in the Management of Oral Anticoagulation and Outcomes for Emergency Department Presentation of Incident Atrial Fibrillation. Ann Emerg Med 2022; 80:97-107. [DOI: 10.1016/j.annemergmed.2022.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 02/25/2022] [Accepted: 03/08/2022] [Indexed: 11/01/2022]
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9
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Schwab K, Nguyen D, Ungab G, Feld G, Maisel AS, Than M, Joyce L, Peacock WF. Artificial intelligence MacHIne learning for the detection and treatment of atrial fibrillation guidelines in the emergency department setting (AIM HIGHER): Assessing a machine learning clinical decision support tool to detect and treat non-valvular atrial fibrillation in the emergency department. J Am Coll Emerg Physicians Open 2021; 2:e12534. [PMID: 34401870 PMCID: PMC8353018 DOI: 10.1002/emp2.12534] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 01/04/2021] [Accepted: 07/20/2021] [Indexed: 11/21/2022] Open
Abstract
OBJECTIVE Advanced machine learning technology provides an opportunity to improve clinical electrocardiogram (ECG) interpretation, allowing non-cardiology clinicians to initiate care for atrial fibrillation (AF). The Lucia Atrial Fibrillation Application (Lucia App) photographs the ECG to determine rhythm detection, calculates CHA2DS2-VASc and HAS-BLED scores, and then provides guideline-recommended anticoagulation. Our purpose was to determine the rate of accurate AF identification and appropriate anticoagulation recommendations in emergency department (ED) patients ultimately diagnosed with AF. METHODS We performed a single-center, observational retrospective chart review in an urban California ED, with an annual census of 70,000 patients. A convenience sample of hospitalized patients with AF as a primary or secondary discharge diagnosis were evaluated for accurate ED AF diagnosis and ED anticoagulation rates. This was done by comparing the Lucia App against a gold standard board-certified cardiologist diagnosis and using the American College of Emergency Physicians AF anticoagulation guidelines. RESULTS Two hundred and ninety seven patients were enrolled from January 2016 until December 2019. The median age was 79 years and 44.1% were female. Compared to the gold standard diagnosis, the Lucia App detected AF in 98.3% of the cases. Physicians recommended guideline-consistent anticoagulation therapy in 78.5% versus 98.3% for the Lucia App. Of the patients with indications for anticoagulation and discharged from the ED, only 25.0% were started at discharge. CONCLUSION Use of a cloud-based ECG identification tool can allow non-cardiologists to achieve similar rates of AF identification as board-certified cardiologists and achieve higher rates of guideline-recommended anticoagulation therapy in the ED.
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Affiliation(s)
- Kim Schwab
- Sharp Chula Vista Medical CenterChula VistaCaliforniaUSA
- Keck Graduate InstituteClaremontCaliforniaUSA
| | - Dacloc Nguyen
- Sharp Chula Vista Medical CenterChula VistaCaliforniaUSA
| | | | - Gregory Feld
- Department of MedicineUC San Diego HealthSan DiegoCaliforniaUSA
| | - Alan S. Maisel
- Coronary Care Unit and Heart Failure ProgramVeterans Affairs San Diego Healthcare SystemSan DiegoCaliforniaUSA
| | - Martin Than
- Department of Emergency MedicineChristchurch HospitalChristchurchNew Zealand
| | - Laura Joyce
- Department of Emergency MedicineChristchurch HospitalChristchurchNew Zealand
| | - W. Frank Peacock
- Henry JN Taub Department of Emergency MedicineBaylor College of MedicineHoustonTexasUSA
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Emergency Medicine Physician Attitudes toward Anticoagulant Initiation for Patients with Atrial Fibrillation. J Stroke Cerebrovasc Dis 2020; 30:105474. [PMID: 33242786 DOI: 10.1016/j.jstrokecerebrovasdis.2020.105474] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 11/08/2020] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND AND AIM Guidelines for the primary prevention of stroke recognize the emergency department as a location for physicians to identify atrial fibrillation and to initiate oral anticoagulants. Numerous studies have shown low anticoagulant prescription rates-approximately 18%-in OAC-naïve patients with atrial fibrillation discharged from the emergency department. We sought to obtain the opinions of Emergency Medicine physicians regarding anticoagulant decision-making for patients with atrial fibrillation seen in the emergency department. METHODS 14-item paper surveys were distributed to emergency department physicians within a single hospital system. The survey consisted of single-, multi- answer and open-ended questions regarding knowledge and usage frequency of the CHA2DS2-VASc score, knowledge of anticoagulant options and reasons for why an anticoagulant was not initiated. RESULTS 55 emergency department physicians completed the survey (overall response rate 59%). 89% (49/55) agreed the emergency department is an important location to initiate anticoagulation depending on comorbidities. A lower proportion reported ever starting a patient in the emergency department on a new anticoagulant prescription upon discharge (55% (30/55) p <.0001). The belief that a new anticoagulant prescription is the responsibility of the PCP/ Cardiologist/ Neurologist (52%; 15/29), not wanting to be held responsible in the event of a life-threatening bleeding event (41%; 12/29), and concerns about inadequate follow-up and/or lack of insurance (24%; 7/29) were the most commonly cited reasons for not starting an appropriate patient with atrial fibrillation on an anticoagulant. CONCLUSION Emergency Medicine physicians support initiating oral anticoagulants in the ED for patients with atrial fibrillation; however, discrepancies exist between their intentions and actual practice.
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