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Dafaalla M, Costa F, Kontopantelis E, Araya M, Kinnaird T, Micari A, Jia H, Mintz GS, Mamas MA. Bleeding risk prediction after acute myocardial infarction-integrating cancer data: the updated PRECISE-DAPT cancer score. Eur Heart J 2024; 45:3138-3148. [PMID: 39016180 PMCID: PMC11379492 DOI: 10.1093/eurheartj/ehae463] [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: 01/15/2024] [Revised: 03/29/2024] [Accepted: 07/03/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND AND AIMS This study assessed the impact of incorporating cancer as a predictor on performance of the PRECISE-DAPT score. METHODS A nationally linked cohort of ST-elevation myocardial infarction patients between 1 January 2005 and 31 March 2019 was derived from the UK Myocardial Ischaemia National Audit Project and the UK Hospital Episode Statistics Admitted Patient Care registries. The primary outcome was major bleeding at 1 year. A new modified score was generated by adding cancer as a binary variable to the PRECISE-DAPT score using a Cox regression model and compared its performance to the original PRECISE-DAPT score. RESULTS A total of 216 709 ST-elevation myocardial infarction patients were included, of which 4569 had cancer. The original score showed moderate accuracy (C-statistic .60), and the modified score showed modestly higher discrimination (C-statistics .64; hazard ratio 1.03, 95% confidence interval 1.03-1.04) even in patients without cancer (C-statistics .63; hazard ratio 1.03, 95% confidence interval 1.03-1.04). The net reclassification index was .07. The bleeding rates of the modified score risk categories (high, moderate, low, and very low bleeding risk) were 6.3%, 3.8%, 2.9%, and 2.2%, respectively. According to the original score, 65.5% of cancer patients were classified as high bleeding risk (HBR) and 21.6% were low or very low bleeding risk. According to the modified score, 94.0% of cancer patients were HBR, 6.0% were moderate bleeding risk, and no cancer patient was classified as low or very low bleeding risk. CONCLUSIONS Adding cancer to the PRECISE-DAPT score identifies the majority of patients with cancer as HBR and can improve its discrimination ability without undermining its performance in patients without cancer.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Keele Rd, Stoke-on-Trent ST5 5BG, UK
| | - Francesco Costa
- Department of Biomedical and Dental Sciences and Morphological and Functional Imaging, University of Messina, Messina 98100, Italy
| | - Evangelos Kontopantelis
- National Institute for Health Research School for Primary Care Research, 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
| | - Mario Araya
- Clinica Alemana, Hospital Militar de Santiago, Santiago, Chile
| | - Tim Kinnaird
- Cardiology Department, University Hospital of Wales, Cardiff, UK
| | - Antonio Micari
- Department of Biomedical and Dental Sciences and Morphological and Functional Imaging, University of Messina, A.O.U. Policlinic 'G. Martino', Messina 98100, Italy
| | - Haibo Jia
- Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China
- The Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Harbin, China
| | - Gary S Mintz
- Transcatheter Cardiovascular Therapeutics (TCT), Cardiovascular Research Foundation, New York, NY, USA
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Keele Rd, Stoke-on-Trent ST5 5BG, UK
- National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, UK
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Dafaalla M, Abramov D, Van Spall HG, Ghosh AK, Gale CP, Zaman S, Rashid M, Mamas MA. Heart Failure Readmission in Patients With ST-Segment Elevation Myocardial Infarction and Active Cancer. JACC CardioOncol 2024; 6:117-129. [PMID: 38510288 PMCID: PMC10950442 DOI: 10.1016/j.jaccao.2023.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 10/24/2023] [Accepted: 10/31/2023] [Indexed: 03/22/2024] Open
Abstract
Background Although numerous studies have examined readmission with heart failure (HF) after acute myocardial infarction (AMI), limited data are available on HF readmission in cancer patients post-AMI. Objectives This study aimed to assess the rates and factors associated with HF readmission in cancer patients presenting with ST-segment elevation myocardial infarction (STEMI). Methods A nationally linked cohort of STEMI patients between January 2005 and March 2019 were obtained from the UK Myocardial Infarction National Audit Project registry and the UK national Hospital Episode Statistics Admitted Patient Care registry. Multivariable Fine-Gray competing risk models were used to evaluate HF readmission at 30 days and 1 year. Results A total of 326,551 STEMI indexed admissions were included, with 7,090 (2.2%) patients having active cancer. The cancer group was less likely to be admitted under the care of a cardiologist (74.5% vs 81.9%) and had lower rates of invasive coronary angiography (62.2% vs 72.7%; P < 0.001) and percutaneous coronary intervention (58.4% vs. 69.5%). There was a significant prescription gap in the administration of post-AMI medications upon discharge such as an angiotensin-converting enzyme inhibitor/angiotensin receptor blocker (49.5% vs 71.1%) and beta-blockers (58.4% vs 68.0%) in cancer patients. The cancer group had a higher rate of HF readmission at 30 days (3.2% vs 2.3%) and 1 year (9.4% vs 7.3%). However, after adjustment, cancer was not independently associated with HF readmission at 30 days (subdistribution HR: 1.05; 95% CI: 0.86-1.28) or 1 year (subdistribution HR: 1.03; 95% CI: 0.92-1.16). The opportunity-based quality indicator was associated with higher rates of HF readmission independent of cancer diagnosis. Conclusions Cancer patients receive care that differs in important ways from patients without cancer. Greater implementation of evidence-based care may reduce HF readmissions, including in cancer patients.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke-on-Trent, United Kingdom
| | - Dmitry Abramov
- Loma Linda University International Heart Institute, Loma Linda, California, USA
| | - Harriette G.C. Van Spall
- Departments of Medicine and Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Arjun K. Ghosh
- Barts Heart Centre, St Bartholomew’s Hospital, Barts Health National Health Service Trust, London, United Kingdom
- Hatter Cardiovascular Institute, University College London Hospital National Health Service Foundation Trust, London, United Kingdom
| | - Chris P. Gale
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, United Kingdom
| | - Sarah Zaman
- Department of Cardiology, Westmead Hospital, Sydney, Australia
- Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke-on-Trent, United Kingdom
| | - Mamas A. Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke-on-Trent, United Kingdom
- Department of Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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Dafaalla M, Abdel-Qadir H, Gale CP, Sun L, López-Fernández T, Miller RJH, Wojakowski W, Nolan J, Rashid M, Mamas MA. Outcomes of ST elevation myocardial infarction in patients with cancer: a nationwide study. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2023; 9:806-817. [PMID: 36921979 DOI: 10.1093/ehjqcco/qcad012] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/02/2023] [Accepted: 02/08/2023] [Indexed: 03/17/2023]
Abstract
AIMS To assess processes of care and clinical outcomes in cancer patients with ST elevation myocardial infarction (STEMI) according to cancer type. METHODS AND RESULTS This is a national population-based study of patients admitted with STEMI in the UK between January 2005 and March 2019. Data were obtained from the National Heart Attack Myocardial Infarction National Audit Project (MINAP) registry and the Hospital Episode Statistics registry. We identified 353 448 STEMI-indexed admissions between 2005 and 2019. Of those, 8581 (2.4%) had active cancer. Prostate cancer (29% of STEMI patients with cancer) was the most common cancer followed by haematologic malignancies (14%) and lung cancer (13%). Cancer patients were less likely to receive invasive coronary revascularization (60.0% vs. 71.6%, P < 0.001] and had higher in-hospital death [odd ratio (OR) 1.39, 95% confidence interval (CI) 1.25-1.54] and bleeding (OR 1.23, 95% CI 1.03-1.46). Cancer patients had higher mortality at 30 days (HR 2.39, 95% CI 2.19-2.62) and 1 year (HR 3.73, 95% CI 3.58-3.89). Lung cancer was the cancer associated with the highest risk of death in the hospital (OR 1.75, 95% CI 1.39-2.22) and at 1 year (OR 8.08, 95% CI 7.44-8.78). Colon cancer (OR 1.98, 95% CI 1.24-3.14) was the main cancer associated with major bleeding. All common cancer types were associated with higher mortality at 1 year. Cardiovascular death (62%) was the main cause of death in the first 30 days, while cancer (52%) was the main cause of death within 1 year. CONCLUSION STEMI patients with cancer have a higher risk of short- and long-term mortality, particularly lung cancer. Colon cancer is the main cancer associated with major bleeding. Cardiovascular disease was the main cause of death in the first month, whereas cancer was the main cause of death within 1 year.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke-on-Trent, UK
| | - Husam Abdel-Qadir
- Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
| | - Chris P Gale
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Louise Sun
- Division of Cardiac Anesthesiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Teresa López-Fernández
- Cardiology Department, La Paz University Hospital, IdiPAZ Research Institute, Madrid, Spain
| | - Robert J H Miller
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Libin Cardiovascular Institute of Alberta and University of Calgary, Calgary, Alberta, Canada
| | - Wojtek Wojakowski
- Division of Cardiology and Structural Heart Diseases, Medical University of Silezia, Katowice, Poland
| | - James Nolan
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke-on-Trent, UK
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke-on-Trent, UK
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Stoke-on-Trent, UK
- Department of Medicine, Thomas Jefferson University, Philadelphia, PA, USA
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Dafaalla M, Rashid M, Van Spall HGC, Mehta L, Parwani P, Sharma G, Palmer RB, Moledina S, Volgman AS, Mamas MA. Women Are Less Likely to Survive AMI Presenting With Out-of-Hospital Cardiac Arrest: A Nationwide Study. Mayo Clin Proc 2022; 97:1608-1618. [PMID: 36058575 DOI: 10.1016/j.mayocp.2022.06.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 05/24/2022] [Accepted: 06/06/2022] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To assess the impact of patient's sex on outcomes and management of acute myocardial infarction (AMI) patients presenting with out-of-hospital cardiac arrest (OHCA). PATIENTS AND METHODS We conducted a population-based retrospective cohort study in AMI patients admitted with OHCA between 2010 and 2017 from the Myocardial Ischaemia National Audit Project (MINAP) registry. We used multivariable logistic regression models to evaluate the role of sex as a predictor of clinical outcomes and treatment strategy. RESULTS Of 16,278 patients, women constituted almost one-quarter of the population (n=3710 [22.7%]). Women were older (median age 69 [IQR, 57-79] years vs 63 [IQR, 54-72] years, P<.001), experienced longer call-to-hospital-arrival time (median, 1.2 hours vs 1.1 hours; P=.008), were less likely to present with shockable rhythm (86.8% vs 91.5%, P<.001), and less likely to receive dual antiplatelet therapy (73.8% vs 78.6%, P<.001), beta blockers (64.7% vs 72.3%, P<.001), angiotensin-converting enzyme inhibitors (49.0% vs 55.3%, P<.001), coronary angiography (73.7% vs 83.3%, P<.001), and percutaneous coronary intervention (37.5% vs. 40.7%, p 0.004). After adjusting for patient characteristics and management, women had significantly higher odds of in-hospital death compared with men (odds ratio [OR], 1.3; 95% CI, 1.1 to 1.5) and lower odds of receiving coronary angiography (OR, 0.67; 95% CI, 0.59 to 0.75) and coronary artery bypass graft (OR, 0.28; 95% CI, 0.19 to 0.40). CONCLUSION Women were less likely to survive following OHCA secondary to AMI. Hospital protocols that minimize physician bias and improve women-physician communication are needed to close this gap.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, UK; Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, UK
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, UK; Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, UK
| | - Harriette G C Van Spall
- Population Health Research Institute, Hamilton, Ontario, Canada; Department of Medicine and Department of Health Research, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Laxmi Mehta
- Division of Cardiology, William Beaumont Hospital, Royal Oak, MI, USA
| | - Purvi Parwani
- Division of Cardiology, Department of Medicine, Loma Linda University Health, Loma Linda, CA, USA
| | - Garima Sharma
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Saadiq Moledina
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, UK; Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, UK
| | | | - Mamas A Mamas
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, UK; Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, UK; Department of Medicine, Thomas Jefferson University, Philadelphia, PA, USA.
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Moledina SM, Shoaib A, Graham MM, Biondi-Zoccai G, Van Spall HGC, Kontopantelis E, Rashid M, Aktaa S, Gale CP, Weston C, Mamas MA. Association of admitting physician specialty and care quality and outcomes in non-ST-segment elevation myocardial infarction (NSTEMI): insights from a national registry. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2022; 8:557-567. [PMID: 33982094 DOI: 10.1093/ehjqcco/qcab038] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 05/04/2021] [Accepted: 05/11/2021] [Indexed: 02/07/2023]
Abstract
AIM Little is known about the association between admitting physician specialty and care quality and outcomes for non-ST-segment elevation myocardial infarction (NSTEMI). METHODS AND RESULTS We identified 288 420 patients hospitalized with NSTEMI between 2010 and 2017 in the UK Myocardial Infarction National Audit Project database. The cohort was dichotomized according to care under a non-cardiologist (n = 146 722) and care under a cardiologist (n = 141 698) within the first 24 h of admission to hospital. Patients admitted under a cardiologist were significantly younger (70 vs. 75 years, P < 0.001), and less likely to be female (32% vs. 39%, P < 0.001). Independent factors associated with admission under a cardiologist included prior history of percutaneous coronary intervention (PCI) [odds ratio (OR) 1.04, 95% confidence interval (CI) 1.01-1.07; P = 0.04], hypercholesterolaemia (OR 1.17, 95% CI 1.15-1.20; P < 0.001), hypertension (OR 1.03, 95% CI 1.01-1.04; P = 0.01), and admission to an interventional centre (OR 3.90, 95% CI 3.79-4.00; P < 0.001). Patients admitted under cardiology were more likely to receive optimal pharmacotherapy, undergo invasive coronary angiography (79% vs. 60%, P < 0.001), and receive revascularization in the form of PCI (52% vs. 36%, P < 0.001). Following propensity score matching, odds of in-hospital all-cause mortality (OR 0.81, 95% CI 0.79-0.85; P < 0.001), re-infarction (OR 0.78, 95% CI 0.66-0.91; P = 0.001), and major adverse cardiovascular events (OR 0.81, 95% CI 0.78-0.84; P < 0.001) were lower in patients admitted under a cardiologist. CONCLUSION Patients with NSTEMI admitted under a cardiologist within 24 h of hospital admission were more likely to receive guideline-directed management and had better clinical outcomes.
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Affiliation(s)
- Saadiq M Moledina
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute for Primary Care and Health Sciences, Keele University, Keele, UK
| | - Ahmad Shoaib
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute for Primary Care and Health Sciences, Keele University, Keele, UK
| | - Michelle M Graham
- Division of Cardiology, Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Giuseppe Biondi-Zoccai
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy.,Mediterranea Cardiocentro, Napoli, Italy
| | - Harriette G C Van Spall
- Department of Medicine, Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada.,Department of Health Research Methods, Evidence, and Impact, Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Evangelos Kontopantelis
- Division of Informatics, Imaging and Data Sciences, University of Manchester, Manchester, UK
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute for Primary Care and Health Sciences, Keele University, Keele, UK
| | - Suleman Aktaa
- 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
| | - Chris P 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
| | - Clive Weston
- Glangwili General Hospital, Carmarthen, Wales, UK
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute for Primary Care and Health Sciences, Keele University, Keele, UK
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Dafaalla M, Rashid M, Bond RM, Smith T, Parwani P, Thamman R, Moledina SM, Graham MM, Mamas MA. Racial Disparities in Management and Outcomes of Out-of-Hospital Cardiac Arrest Complicating Myocardial Infarction: A National Study From England and Wales. CJC Open 2022; 3:S81-S88. [PMID: 34993437 PMCID: PMC8712673 DOI: 10.1016/j.cjco.2021.09.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 09/26/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Studies of racial disparities in care of patients admitted with an out-of-hospital cardiac arrest (OHCA) in the setting of acute myocardial infarction (AMI) have shown inconsistent results. Whether these differences in care exist in the universal healthcare system in United Kingdom is unknown. METHODS Patients admitted with a diagnosis of AMI and OHCA between 2010 and 2017 from the Myocardial Ischaemia National Audit Project (MINAP) were studied. All patients were stratified based on ethnicity into a Black, Asian, or minority ethnicity (BAME) group vs a White group. We used multivariable logistic regression models to evaluate the predictors of clinical outcomes and treatment strategy. RESULTS From 14,287 patients admitted with AMI complicated by OHCA, BAME patients constituted a minority of patients (1185 [8.3%]), compared with a White group (13,102 [91.7%]). BAME patients were younger (median age [interquartile range]) for BAME group, 58 [50-70] years; for White group, 65 [55-74] years). Cardiogenic shock (BAME group, 33%; White group, 20.7%; P < 0.001) and severe left ventricular impairment (BAME group, 21%; White group, 16.5%; P < 0.003) were more frequent among BAME patients. BAME patients were more likely to be seen by a cardiologist (BAME group, 95.9%; White group, 92.5%; P < 0.001) and were more likely to receive coronary angiography than the White group (odds ratio [OR] 1.5, 95% confidence interval [CI] 1.2-1.88). The BAME group had significantly higher in-hospital mortality (OR 1.26, 95% CI 1.04-1.52) and re-infarction (OR 1.52, 95% CI 1.06-2.18) than the White group. CONCLUSIONS BAME patients were more likely to be seen by a cardiologist and receive coronary angiography than White patients. Despite this difference, the in-hospital mortality of BAME patients, particularly in the Asian population, was significantly higher.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom.,Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom.,Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Rachel M Bond
- Women's Heart Health, Dignity Health, Gilbert, Arizona, USA.,Internal Medicine, Creighton University School of Medicine, Chandler, Arizona, USA
| | - Triston Smith
- Department of Cardiology, Trinity Health System, Steubenville, Ohio, USA
| | - Purvi Parwani
- Division of Cardiology, Department of Medicine, Loma Linda University Health, Loma Linda, California, USA
| | - Ritu Thamman
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Saadiq M Moledina
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom.,Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Michelle M Graham
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.,Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom.,Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom.,Department of Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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Dafaalla M, Rashid M, Sun L, Quinn T, Timmis A, Wijeysundera H, Bagur R, Michos E, Curzen N, Mamas MA. Impact of availability of catheter laboratory facilities on management and outcomes of acute myocardial infarction presenting with out of hospital cardiac arrest. Resuscitation 2021; 170:327-334. [PMID: 34718080 DOI: 10.1016/j.resuscitation.2021.10.031] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 10/12/2021] [Accepted: 10/19/2021] [Indexed: 12/30/2022]
Abstract
OBJECTIVES We aimed to identify whether the availability of catheter laboratory affects clinical outcomes of out-of-hospital cardiac arrest (OHCA) complicating myocardial infarction (AMI). METHODS Patients admitted with a diagnosis of AMI and OHCA from the Myocardial Ischaemia National Audit Project (MINAP) between 2010 to 2017 were stratified into three groups based on initial hospital's catheter laboratory status: hospitals without a catheter laboratory (No-catheter lab hospitals), hospitals with diagnostic catheter laboratory (Diagnostic hospitals), and hospitals with PCI facilities (PCI hospitals). We used multivariable logistic regression to evaluate factors associated with clinical outcomes. RESULTS We included 12,303 patients of which 9,798 were admitted to PCI hospitals, 1,595 to no-catheter lab hospitals, and 910 to diagnostic hospitals. Patients admitted to PCI hospitals were more frequently reviewed by a cardiologist (96%, p < 0.001) than no-catheter lab hospitals (80%) and diagnostic hospitals (74%), and more likely to receive coronary angiography (PCI hospitals (87%), diagnostic hospitals (31%), no-catheter lab hospitals (54%), p < 0.001). They also were more likely to undergo PCI (PCI hospitals (42%), diagnostic hospitals (17%), no-catheter lab hospitals (17%), p < 0.001). After adjustment, there was no significant difference in the in-hospital mortality (OR 0.76, 95% CI 0.55-1.06) or re-infarction (OR 1.28, 95% CI 0.72-2.26) in patients admitted to PCI hospitals nor in patients admitted to diagnostic hospitals (mortality (OR 1.28, 95% CI 0.72-2.26), re-infarction (OR 1.38, 95% CI 0.68-2.82)). CONCLUSION There is variation in coronary angiography use between hospitals without a catheter laboratory and PCI centres, which was not associated with better in-hospital survival.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Louise Sun
- Division of Cardiac Anesthesiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Tom Quinn
- Emergency, cardiovascular and critical care research group, Kingston University and St George's, University of London, London, United Kingdom
| | - Adam Timmis
- Barts and The London NHS Trust, Cardiac Directorate, London, United Kingdom
| | - Harindra Wijeysundera
- Schulich Heart Program, Division of Cardiology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | | | - Erin Michos
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nick Curzen
- Coronary Research Group, University Hospital Southampton NHS Trust and Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom; Department of Medicine, Thomas Jefferson University, Philadelphia, PA, USA.
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Dafaalla M, Rashid M, Weston C, D'Ascenzo F, De Ferrari GM, Hussain ST, Mohamed MO, Shoaib A, Curzen N, Mamas MA. Effect of the Timing of Admission of Out of Hospital Cardiac Arrest Complicating Acute Myocardial Infarction on Management and Outcome. Am J Cardiol 2021; 156:1-8. [PMID: 34353630 DOI: 10.1016/j.amjcard.2021.06.042] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/21/2021] [Accepted: 06/25/2021] [Indexed: 10/20/2022]
Abstract
There is limited data regarding the impact of time of admission on clinical outcomes of out of hospital cardiac arrest (OHCA) complicating acute myocardial infarction (AMI). We investigated the patient characteristics, management, and outcomes of OHCA complicating AMI according to the time of admission. Patients admitted with a diagnosis of AMI and OHCA between 2010 and 2017 from the Myocardial Ischemia National Audit Project (MINAP) were studied. All patients were stratified into out-of-hours (OOH) and working hours (WH) cohort according to the time of hospital admission. We used multivariable logistic regression models to evaluate the predictors of clinical outcomes and treatment strategy. 16,118 patients were admitted with AMI and OHCA. The WH cohort consisted of 5,780 patients (35.9%) and OOH cohort consisted of 10,338 patients (64.1%). The OOH cohort was younger (OOH 64 vs WH 66 years, p <0.001). A significantly higher proportion of patients had a final diagnosis of STEMI in OOH cohort (OOH 78.3% vs WH 76.6%, p = 0.012). Whilst the use of coronary angiography was lower in OOH (OOH 80.7% vs WH 82.5%, p = 0.005), PCI rates were similar (OOH 39.7% vs WH 40.5%, p = 0.4). Adjusted in-hospital mortality (OR 0.96, 95%CI 0.86 to 1.07), re-infarction (OR 0.90, 95% CI 0.72 to 1.12) and bleeding (OR 0.93, 95% CI 0.76 to 1.12) were similar in the 2 groups. In conclusion, the majority of OHCA occurred out of working hours. However, the time of hospital admission didn't affect the rate of revascularization by PCI or clinical outcomes.
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9
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Dafaalla M, Rashid M, Weston C, Kinnaird T, Gurm H, Appleby C, Shoaib A, Stevens C, Alraies CM, Curzen N, Mamas MA. Effect of Location on Treatment and Outcomes of Cardiac Arrest Complicating Acute Myocardial Infarction in England & Wales. Am J Cardiol 2021; 152:1-10. [PMID: 34127249 DOI: 10.1016/j.amjcard.2021.04.032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 04/14/2021] [Accepted: 04/19/2021] [Indexed: 12/01/2022]
Abstract
We investigated the incidence, management, and outcomes of acute myocardial infarction (AMI) patients according to cardiac arrest location. Patients admitted with a diagnosis of AMI between January 1, 2010 to March 31, 2017 from the Myocardial Ischaemia National Audit Project (MINAP) were studied. We used logistic regression models to evaluate predictors of the clinical outcomes and treatment strategy. The study population consisted of 580,796 patients admitted with AMI stratified into three groups: out of hospital cardiac arrest (OOHCA) (16,278[2.8%]), in-hospital cardiac arrest (IHCA) (21,073[3.7%]), plus a reference group consisting of those without cardiac arrest (non-cardiac arrest (543,418[93.5%]). IHCA declined steadily (from 666 per 1000 in 2010 to 477 per 1000 AMI with cardiac arrest admissions in 2017) with a commensurate rise in OOHCA (from 344 per 1000 to 533 per 1000 AMI with cardiac arrest admissions). Coronary angiography utilization (OOHCA 81.1% vs IHCA 60.3% vs non-cardiac arrest 70.4%, p < 0.001) and PCI (OOHCA 40% vs IHCA 32.8% vs non-cardiac arrest 45.2%, p < 0.001) were higher in OOHCA. In-hospital mortality odds were greatest for IHCA (OR 35.3, 95% CI 33.4-37.2) compared to OOHCA (OR 12.7, 95% CI 11.9-13.6), with the worse outcomes seen in patients on medical wards (OR 97.37, 95% CI 87.02-108.95) and the best outcomes seen in the emergency department (OR 8.35, 95% CI 7.32-9.53). In conclusion, outcomes of AMI complicated by cardiac arrest depended on cardiac arrest location, especially the outcomes of the IHCA.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Clive Weston
- Glangwili General Hospital, Carmarthen, Wales, United Kingdom
| | - Tim Kinnaird
- University Hospital of Wales, Cardiff, United Kingdom
| | - Hitinder Gurm
- Cardiovascular Medicine, University of Michigan, Ann Arbor, Michigan
| | - Clare Appleby
- Department of Cardiology, Liverpool Heart and Chest Hospital, Liverpool, United Kingdom
| | - Ahmad Shoaib
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Chris Stevens
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom
| | - Chadi M Alraies
- Division of Cardiovascular Medicine, Detroit Medical Center, Detroit, Michigan
| | - Nick Curzen
- Coronary Research Group, University Hospital Southampton NHS Trust and Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom; Department of Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania.
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10
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Rashid M, Wu J, Timmis A, Curzen N, Clarke S, Zaman A, Nolan J, Shoaib A, Mohamed MO, de Belder MA, Deanfield J, Gale CP, Mamas MA. Outcomes of COVID-19-positive acute coronary syndrome patients: A multisource electronic healthcare records study from England. J Intern Med 2021; 290:88-100. [PMID: 33462815 PMCID: PMC8013521 DOI: 10.1111/joim.13246] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 11/12/2020] [Accepted: 12/07/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Patients with underlying cardiovascular disease and coronavirus disease 2019 (COVID-19) infection are at increased risk of morbidity and mortality. OBJECTIVES This study was designed to characterize the presenting profile and outcomes of patients hospitalized with acute coronary syndrome (ACS) and COVID-19 infection. METHODS This observational cohort study was conducted using multisource data from all acute NHS hospitals in England. All consecutive patients hospitalized with diagnosis of ACS with or without COVID-19 infection between 1 March and 31 May 2020 were included. The primary outcome was in-hospital and 30-day mortality. RESULTS A total of 12 958 patients were hospitalized with ACS during the study period, of which 517 (4.0%) were COVID-19-positive and were more likely to present with non-ST-elevation acute myocardial infarction. The COVID-19 ACS group were generally older, Black Asian and Minority ethnicity, more comorbid and had unfavourable presenting clinical characteristics such as elevated cardiac troponin, pulmonary oedema, cardiogenic shock and poor left ventricular systolic function compared with the non-COVID-19 ACS group. They were less likely to receive an invasive coronary angiography (67.7% vs 81.0%), percutaneous coronary intervention (PCI) (30.2% vs 53.9%) and dual antiplatelet medication (76.3% vs 88.0%). After adjusting for all the baseline differences, patients with COVID-19 ACS had higher in-hospital (adjusted odds ratio (aOR): 3.27; 95% confidence interval (CI): 2.41-4.42) and 30-day mortality (aOR: 6.53; 95% CI: 5.1-8.36) compared to patients with the non-COVID-19 ACS. CONCLUSION COVID-19 infection was present in 4% of patients hospitalized with an ACS in England and is associated with lower rates of guideline-recommended treatment and significant mortality hazard.
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Affiliation(s)
- Muhammad Rashid
- From the, Keele Cardiovascular Research Group, Institute for Prognosis Research, School of Primary Care, Keele University, Keele, UK.,Department of Cardiology, Royal Stoke Hospital, Stoke-on-Trent, UK
| | - Jianhua Wu
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
| | | | - Nick Curzen
- Coronary Research Group, Faculty of Medicine, University Hospital Southampton, University of Southampton, Southampton, UK
| | - Sarah Clarke
- Department of Cardiology, Royal Papworth Hospital, Cambridge, UK
| | - Azfar Zaman
- Department of Cardiology, Freemen Hospital, Newcastle Upon Tyne, UK
| | - James Nolan
- From the, Keele Cardiovascular Research Group, Institute for Prognosis Research, School of Primary Care, Keele University, Keele, UK.,Department of Cardiology, Royal Stoke Hospital, Stoke-on-Trent, UK
| | - Ahmad Shoaib
- From the, Keele Cardiovascular Research Group, Institute for Prognosis Research, School of Primary Care, Keele University, Keele, UK.,Department of Cardiology, Royal Stoke Hospital, Stoke-on-Trent, UK
| | - Mohamed O Mohamed
- From the, Keele Cardiovascular Research Group, Institute for Prognosis Research, School of Primary Care, Keele University, Keele, UK
| | - Mark A de Belder
- National Institute for Cardiovascular Outcomes Research, Barts Health NHS Trust, London, UK
| | - John Deanfield
- Institute of Cardiovascular Sciences, University College London, London, UK
| | - Chris P Gale
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, Leeds, UK.,Leeds Institute of Cardiovascular and Metabolic Medicine, Leeds, UK
| | - Mamas A Mamas
- From the, Keele Cardiovascular Research Group, Institute for Prognosis Research, School of Primary Care, Keele University, Keele, UK.,Department of Cardiology, Royal Stoke Hospital, Stoke-on-Trent, UK.,Department of Medicine, Thomas Jefferson University, Philadelphia, PA, USA
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11
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Wu J, Mamas M, Rashid M, Weston C, Hains J, Luescher T, de Belder MA, Deanfield JE, Gale CP. Patient response, treatments, and mortality for acute myocardial infarction during the COVID-19 pandemic. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2021; 7:238-246. [PMID: 32730620 PMCID: PMC7454506 DOI: 10.1093/ehjqcco/qcaa062] [Citation(s) in RCA: 72] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 07/23/2020] [Indexed: 12/22/2022]
Abstract
Aim COVID-19 might have affected the care and outcomes of hospitalised acute myocardial infarction (AMI). We aimed to determine whether the COVID-19 pandemic changed patient response, hospital treatment and mortality from AMI. Methods and Results Admission were classified as non ST-elevation myocardial infarction (NSTEMI) or STEMI at 99 hospitals in England through live feeding from the Myocardial Ischaemia National Audit Project between 1st January, 2019 and 22nd May, 2020. Time series plots were estimated using a 7-day simple moving average, adjusted for seasonality. From 23rd March, 2020 (UK lockdown) median daily hospitalisations decreased more for NSTEMI (69 to 35; IRR 0.51, 95% CI 0.47-0.54) than STEMI (35 to 25; IRR 0.74, 95% CI 0.69-0.80) to a nadir on 19th April, 2020. During lockdown, patients were younger (mean age 68.7 years vs. 66.9 years), less frequently diabetic (24.6% vs. 28.1%) or had cerebrovascular disease (7.0% vs. 8.6%). STEMI more frequently received primary PCI (81.8% vs 78.8%%), thrombolysis was negligible (0.5% vs. 0.3%), median admission-to-coronary angiography duration for NSTEMI decreased (26.2 vs. 64.0 hours), median duration of hospitalisation decreased (4 to 2 days), secondary prevention pharmacotherapy prescription remained unchanged (each >94.7%). Mortality at 30 days increased for NSTEMI (from 5.4% to 7.5%; OR 1.41, 95% CI 1.08-1.80), but decreased for STEMI (from 10.2% to 7.7%; OR 0.73, 95% CI 0.54-0.97). Conclusions During COVID-19, there was a substantial decline in admissions with AMI. Those who presented to hospital were younger, less co-morbid and, for NSTEMI, had higher 30-day mortality.
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Affiliation(s)
- Jianhua Wu
- Leeds Institute for Data Analytics, University of Leeds, Worsley Building, Level 11, Clarendon Way, University of Leeds, Leeds LS2 9JT, UK.,Division of Clinical and Translational Research, School of Dentistry, University of Leeds, Leeds, UK
| | - Mamas Mamas
- Keele Cardiovascular Research Group, Institute for Prognosis Research, University of Keele, Keele, UK
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, Institute for Prognosis Research, University of Keele, Keele, UK
| | - Clive Weston
- Glangwili General Hospital, Carmarthen, Wales, UK
| | - Julian Hains
- National Institute for Cardiovascular Outcomes Research, Barts Health NHS Trust, London, UK
| | - Tom Luescher
- Imperial College, National Heart and Lung Institute, London, UK
| | - Mark A de Belder
- National Institute for Cardiovascular Outcomes Research, Barts Health NHS Trust, London, UK
| | - John E Deanfield
- National Institute for Cardiovascular Outcomes Research, Barts Health NHS Trust, London, UK.,Institute of Cardiovascular Sciences, University College, London, UK
| | - Chris P Gale
- Leeds Institute for Data Analytics, University of Leeds, Worsley Building, Level 11, Clarendon Way, University of Leeds, Leeds LS2 9JT, UK.,Leeds Teaching Hospitals NHS Trust, Leeds, UK.,Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
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12
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Fabris E, Bhatt DL. Variation in treatment strategy for NSTEMI: A complex phenomenon. Int J Cardiol 2021; 331:14-16. [PMID: 33529658 DOI: 10.1016/j.ijcard.2021.01.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Accepted: 01/07/2021] [Indexed: 11/25/2022]
Affiliation(s)
- Enrico Fabris
- Cardiovascular Department, University of Trieste, Trieste, Italy.
| | - Deepak L Bhatt
- Brigham and Women's Hospital Heart & Vascular Center, Harvard Medical School, Boston, MA, USA
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13
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Rashid Hons M, Gale Hons CP, Curzen Hons N, Ludman Hons P, De Belder Hons M, Timmis Hons A, Mohamed Hons MO, Lüscher Hons TF, Hains Hons J, Wu J, Shoaib A, Kontopantelis E, Roebuck C, Denwood T, Deanfield J, Mamas MA. Impact of Coronavirus Disease 2019 Pandemic on the Incidence and Management of Out-of-Hospital Cardiac Arrest in Patients Presenting With Acute Myocardial Infarction in England. J Am Heart Assoc 2020; 9:e018379. [PMID: 33023348 PMCID: PMC7763705 DOI: 10.1161/jaha.120.018379] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background Studies have reported significant reduction in acute myocardial infarction-related hospitalizations during the coronavirus disease 2019 (COVID-19) pandemic. However, whether these trends are associated with increased incidence of out-of-hospital cardiac arrest (OHCA) in this population is unknown. Methods and Results Acute myocardial infarction hospitalizations with OHCA during the COVID-19 period (February 1-May 14, 2020) from the Myocardial Ischaemia National Audit Project and British Cardiovascular Intervention Society data sets were analyzed. Temporal trends were assessed using Poisson models with equivalent pre-COVID-19 period (February 1-May 14, 2019) as reference. Acute myocardial infarction hospitalizations during COVID-19 period were reduced by >50% (n=20 310 versus n=9325). OHCA was more prevalent during the COVID-19 period compared with the pre-COVID-19 period (5.6% versus 3.6%), with a 56% increase in the incidence of OHCA (incidence rate ratio, 1.56; 95% CI, 1.39-1.74). Patients experiencing OHCA during COVID-19 period were likely to be older, likely to be women, likely to be of Asian ethnicity, and more likely to present with ST-segment-elevation myocardial infarction. The overall rates of invasive coronary angiography (58.4% versus 71.6%; P<0.001) were significantly lower among the OHCA group during COVID-19 period with increased time to reperfusion (mean, 2.1 versus 1.1 hours; P=0.05) in those with ST-segment-elevation myocardial infarction. The adjusted in-hospital mortality probability increased from 27.7% in February 2020 to 35.8% in May 2020 in the COVID-19 group (P<.001). Conclusions In this national cohort of hospitalized patients with acute myocardial infarction, we observed a significant increase in incidence of OHCA during COVID-19 period paralleled with reduced access to guideline-recommended care and increased in-hospital mortality.
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Affiliation(s)
- Muhammad Rashid Hons
- Keele Cardiovascular Research Group Institute for Prognosis Research School of Primary Care Keele University Newcastle UK.,Department of Cardiology Royal Stoke Hospital Stoke-on-Trent UK
| | - Chris P Gale Hons
- Leeds Institute for Data Analytics University of Leeds Leeds UK.,Leeds Teaching Hospitals NHS Trust Leeds UK.,Leeds Institute for Cardiovascular and Metabolic Medicine University of Leeds Leeds UK
| | - Nick Curzen Hons
- Coronary Research Group University Hospital Southampton and Faculty of Medicine University of Southampton Southampton UK
| | - Peter Ludman Hons
- Department of Cardiology Queen Elizabeth Hospital Birmingham Birmingham UK
| | - Mark De Belder Hons
- National Institute for Cardiovascular Outcomes Research Barts Health NHS Trust London UK
| | | | - Mohamed O Mohamed Hons
- Keele Cardiovascular Research Group Institute for Prognosis Research School of Primary Care Keele University Newcastle UK.,Department of Cardiology Royal Stoke Hospital Stoke-on-Trent UK
| | - Thomas F Lüscher Hons
- Royal Brompton and Harefield Hospitals and Imperial College London UK.,Center for Molecular Cardiology University of Zürich Zürich Switzerland
| | - Julian Hains Hons
- National Institute for Cardiovascular Outcomes Research Barts Health NHS Trust London UK
| | - Jianhua Wu
- Leeds Institute for Data Analytics University of Leeds Leeds UK.,Leeds Teaching Hospitals NHS Trust Leeds UK.,Leeds Institute for Cardiovascular and Metabolic Medicine University of Leeds Leeds UK
| | - Ahmad Shoaib
- Keele Cardiovascular Research Group Institute for Prognosis Research School of Primary Care Keele University Newcastle UK.,Department of Cardiology Royal Stoke Hospital Stoke-on-Trent UK
| | - Evangelos Kontopantelis
- Division of Population Health Health Services Research and Primary Care University of Manchester Manchester UK
| | | | | | - John Deanfield
- Institute of Cardiovascular Sciences University College London London UK
| | - Mamas A Mamas
- Keele Cardiovascular Research Group Institute for Prognosis Research School of Primary Care Keele University Newcastle UK.,Department of Cardiology Royal Stoke Hospital Stoke-on-Trent UK.,Department of Medicine Thomas Jefferson University Philadelphia PA
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14
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Treatment and Outcomes of Non-ST-Segment-Elevation Myocardial Infarction by Type of Center: A Tale of Patient Pathways, Access, and Clinician Aversion. Can J Cardiol 2020; 36:805-806. [PMID: 32387038 DOI: 10.1016/j.cjca.2020.02.091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 02/24/2020] [Accepted: 02/24/2020] [Indexed: 11/21/2022] Open
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