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Spanias JA, Buderi R, Bourlon PL, Tso C, Strait C, Saunders D, Ports K, Chen W, Jain R, Koduru B, Gerome D, Yang E, Saltzmann S, Talwai A, Jain T, Aptekar J. Machine learning approach for detection of MACE events within clinical trial data. J Biopharm Stat 2024:1-16. [PMID: 39550609 DOI: 10.1080/10543406.2024.2420640] [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: 01/31/2023] [Accepted: 10/17/2024] [Indexed: 11/18/2024]
Abstract
Randomized controlled trials (RCTs) are the gold standard for clinical research but may not accurately reflect the impact of medicines in real-world settings. Supplementing RCTs with insights from real-world data (RWD) can address known limitations by including more diverse patient populations, additional types of sites-of-care, and practices more representative of the care most people receive. One current challenge in using RWD is the lack of an algorithmic approach to identifying outcomes. To address this, machine learning models for identifying a frequently used outcome, Major Adverse Cardiovascular Events (MACE), were developed in Clinical Trial Data (CTD). Anonymized CTD sourced from the Medidata Enterprise Data Store were used to develop model features on the condition that they would be useful for labelling MACE events and that they could also be found in RWD. These features were used to train three random forest models to identify each component of 3-point MACE in a patient's clinical trial journey. Performance metrics for the models are presented (recall = 0.72 [0.07], precision = 0.68 [0.12] - mean, [SD]) along with the top contributing features. We show that the models can be tuned specifically to replicate the adjudication panels' results and present a cost-benefit analysis for deploying such models in clinical trial settings. We demonstrate the viability of using advanced algorithms for identifying clinical outcomes in prospective clinical trials. Deployment of such models could reduce the resources required to conduct RCTs. Extending such models to RWD would facilitate approval of pragmatic clinical trials for regulatory submissions.
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Kufazvinei TTJ, Chai J, Boden KA, Channon KM, Choudhury RP. Emerging opportunities to target inflammation: myocardial infarction and type 2 diabetes. Cardiovasc Res 2024; 120:1241-1252. [PMID: 39027945 DOI: 10.1093/cvr/cvae142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 05/05/2024] [Accepted: 06/13/2024] [Indexed: 07/20/2024] Open
Abstract
After myocardial infarction (MI), patients with type 2 diabetes have an increased rate of adverse outcomes, compared to patients without. Diabetes confers a 1.5-2-fold increase in early mortality and, importantly, this discrepancy has been consistent over recent decades, despite advances in treatment and overall survival. Certain assumptions have emerged to explain this increased risk, such as differences in infarct size or coronary artery disease severity. Here, we re-evaluate that evidence and show how contemporary analyses using state-of-the-art characterization tools suggest that the received wisdom tells an incomplete story. Simultaneously, epidemiological and mechanistic biological data suggest additional factors relating to processes of diabetes-related inflammation might play a prominent role. Inflammatory processes after MI mediate injury and repair and are thus a potential therapeutic target. Recent studies have shown how diabetes affects immune cell numbers and drives changes in the bone marrow, leading to pro-inflammatory gene expression and functional suppression of healing and repair. Here, we review and re-evaluate the evidence around adverse prognosis in patients with diabetes after MI, with emphasis on how targeting processes of inflammation presents unexplored, yet valuable opportunities to improve cardiovascular outcomes in this vulnerable patient group.
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Affiliation(s)
- Tafadzwa T J Kufazvinei
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Jason Chai
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Katherine A Boden
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Keith M Channon
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Robin P Choudhury
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
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3
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Guerra PG, Simpson CS, Van Spall HGC, Asgar AW, Billia P, Cadrin-Tourigny J, Chakrabarti S, Cheung CC, Dore A, Fordyce CB, Gouda P, Hassan A, Krahn A, Luc JGY, Mak S, McMurtry S, Norris C, Philippon F, Sapp J, Sheldon R, Silversides C, Steinberg C, Wood DA. Canadian Cardiovascular Society 2023 Guidelines on the Fitness to Drive. Can J Cardiol 2024; 40:500-523. [PMID: 37820870 DOI: 10.1016/j.cjca.2023.09.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 09/26/2023] [Accepted: 09/29/2023] [Indexed: 10/13/2023] Open
Abstract
Cardiovascular conditions are among the most frequent causes of impairment to drive, because they might induce unpredictable mental state alterations via diverse mechanisms like myocardial ischemia, cardiac arrhythmias, and vascular dysfunction. Accordingly, health professionals are often asked to assess patients' fitness to drive (FTD). The Canadian Cardiovascular Society previously published FTD guidelines in 2003-2004; herein, we present updated FTD guidelines. Because there are no randomized trials on FTD, observational studies were used to estimate the risk of driving impairment in each situation, and recommendations made on the basis of Canadian Cardiovascular Society Risk of Harm formula. More restrictive recommendations were made for commercial drivers, who spend longer average times behind the wheel, use larger vehicles, and might transport a larger number of passengers. We provide guidance for individuals with: (1) active coronary artery disease; (2) various forms of valvular heart disease; (3) heart failure, heart transplant, and left ventricular assist device situations; (4) arrhythmia syndromes; (5) implantable devices; (6) syncope history; and (7) congenital heart disease. We suggest appropriate waiting times after cardiac interventions or acute illnesses before driving resumption. When short-term driving cessation is recommended, recommendations are on the basis of expert consensus rather than the Risk of Harm formula because risk elevation is expected to be transient. These recommendations, although not a substitute for clinical judgement or governmental regulations, provide specialists, primary care providers, and allied health professionals with a comprehensive list of a wide range of cardiac conditions, with guidance provided on the basis of the level of risk of impairment, along with recommendations about ability to drive and the suggested duration of restrictions.
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Affiliation(s)
- Peter G Guerra
- Université de Montréal, Institut de Cardiologie de Montréal, Montréal, Québec, Canada.
| | | | - Harriette G C Van Spall
- McMaster University, Hamilton Health Sciences Centre, Hamilton, Ontario, Canada, and Baim Institute for Clinical Research, Boston, Massachusetts, USA
| | - Anita W Asgar
- Université de Montréal, Institut de Cardiologie de Montréal, Montréal, Québec, Canada
| | - Phyllis Billia
- University of Toronto, University Health Network, Toronto, Ontario, Canada
| | - Julia Cadrin-Tourigny
- Université de Montréal, Institut de Cardiologie de Montréal, Montréal, Québec, Canada
| | - Santabhanu Chakrabarti
- Division of Cardiology and Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, British Columbia, Canada
| | - Christopher C Cheung
- Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Annie Dore
- Université de Montréal, Institut de Cardiologie de Montréal, Montréal, Québec, Canada
| | - Christopher B Fordyce
- Division of Cardiology and Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, British Columbia, Canada
| | - Pishoy Gouda
- University of Alberta, Edmonton, Alberta, Canada
| | - Ansar Hassan
- Mitral Center of Excellence, Maine Medical Center, Portland, Maine, USA
| | - Andrew Krahn
- Division of Cardiology and Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jessica G Y Luc
- Division of Cardiology and Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, British Columbia, Canada
| | - Susanna Mak
- University of Toronto, Sinai Health, Toronto, Ontario, Canada
| | | | | | - Francois Philippon
- Institut Universitaire de Cardiologie et Pneumologie de Québec, Hôpital Laval, Laval, Québec, Canada
| | - John Sapp
- Dalhousie University, QEII Health Sciences Centre, Halifax, Nova Scotia, Canada
| | | | | | - Christian Steinberg
- Institut Universitaire de Cardiologie et Pneumologie de Québec, Hôpital Laval, Laval, Québec, Canada
| | - David A Wood
- Division of Cardiology and Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, British Columbia, Canada
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Martin SS, Aday AW, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Barone Gibbs B, Beaton AZ, Boehme AK, Commodore-Mensah Y, Currie ME, Elkind MSV, Evenson KR, Generoso G, Heard DG, Hiremath S, Johansen MC, Kalani R, Kazi DS, Ko D, Liu J, Magnani JW, Michos ED, Mussolino ME, Navaneethan SD, Parikh NI, Perman SM, Poudel R, Rezk-Hanna M, Roth GA, Shah NS, St-Onge MP, Thacker EL, Tsao CW, Urbut SM, Van Spall HGC, Voeks JH, Wang NY, Wong ND, Wong SS, Yaffe K, Palaniappan LP. 2024 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association. Circulation 2024; 149:e347-e913. [PMID: 38264914 DOI: 10.1161/cir.0000000000001209] [Citation(s) in RCA: 401] [Impact Index Per Article: 401.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Abstract
BACKGROUND The American Heart Association (AHA), in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, nutrition, sleep, and obesity) and health factors (cholesterol, blood pressure, glucose control, and metabolic syndrome) that contribute to cardiovascular health. The AHA Heart Disease and Stroke Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, brain health, complications of pregnancy, kidney disease, congenital heart disease, rhythm disorders, sudden cardiac arrest, subclinical atherosclerosis, coronary heart disease, cardiomyopathy, heart failure, valvular disease, venous thromboembolism, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The AHA, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States and globally to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2024 AHA Statistical Update is the product of a full year's worth of effort in 2023 by dedicated volunteer clinicians and scientists, committed government professionals, and AHA staff members. The AHA strives to further understand and help heal health problems inflicted by structural racism, a public health crisis that can significantly damage physical and mental health and perpetuate disparities in access to health care, education, income, housing, and several other factors vital to healthy lives. This year's edition includes additional global data, as well as data on the monitoring and benefits of cardiovascular health in the population, with an enhanced focus on health equity across several key domains. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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Reinier K, Moon J, Chugh HS, Sargsyan A, Nakamura K, Norby FL, Uy‐Evanado A, Talavera GA, Gallo LC, Daviglus ML, Hadduck K, Shepherd D, Salvucci A, Kaplan RC, Chugh SS. Risk Factors for Sudden Cardiac Arrest Among Hispanic or Latino Adults in Southern California: Ventura PRESTO and HCHS/SOL. J Am Heart Assoc 2023; 12:e030062. [PMID: 37818701 PMCID: PMC10757510 DOI: 10.1161/jaha.123.030062] [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: 03/29/2023] [Accepted: 07/26/2023] [Indexed: 10/12/2023]
Abstract
Background Out-of-hospital sudden cardiac arrest (SCA) is a leading cause of mortality, making prevention of SCA a public health priority. No studies have evaluated predictors of SCA risk among Hispanic or Latino individuals in the United States. Methods and Results In this case-control study, adult SCA cases ages 18-85 (n=1,468) were ascertained in the ongoing Ventura Prediction of Sudden Death in Multi-Ethnic Communities (PRESTO) study (2015-2021) in Ventura County, California. Control subjects were selected from 3033 Hispanic or Latino participants who completed Visit 2 examinations (2014-2017) at the San Diego site of the HCHS/SOL (Hispanic Community Health Survey/Study of Latinos). We used logistic regression to evaluate the association of clinical factors with SCA. Among Hispanic or Latino SCA cases (n=295) and frequency-matched HCHS/SOL controls (n=590) (70.2% men with mean age 63.4 and 61.2 years, respectively), the following clinical variables were associated with SCA in models adjusted for age, sex, and other clinical variables: chronic kidney disease (odds ratio [OR], 7.3 [95% CI, 3.8-14.3]), heavy drinking (OR, 4.5 [95% CI, 2.3-9.0]), stroke (OR, 3.1 [95% CI, 1.2-8.0]), atrial fibrillation (OR, 3.7 [95% CI, 1.7-7.9]), coronary artery disease (OR, 2.9 [95% CI, 1.5-5.9]), heart failure (OR, 2.5 [95% CI, 1.2-5.1]), and diabetes (OR, 1.5 [95% CI, 1.0-2.3]). Conclusions In this first population-based study, to our knowledge, of SCA risk predictors among Hispanic or Latino adults, chronic kidney disease was the strongest risk factor for SCA, and established cardiovascular disease was also important. Early identification and management of chronic kidney disease may reduce SCA risk among Hispanic or Latino individuals, in addition to prevention and treatment of cardiovascular disease.
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Affiliation(s)
- Kyndaron Reinier
- Center for Cardiac Arrest Prevention, Smidt Heart Institute, Cedars‐Sinai Health SystemAdvanced Health Sciences PavilionLos AngelesCAUSA
| | - Jee‐Young Moon
- Department of Epidemiology and Population HealthAlbert Einstein College of MedicineBronxNYUSA
| | - Harpriya S. Chugh
- Center for Cardiac Arrest Prevention, Smidt Heart Institute, Cedars‐Sinai Health SystemAdvanced Health Sciences PavilionLos AngelesCAUSA
| | - Arayik Sargsyan
- Center for Cardiac Arrest Prevention, Smidt Heart Institute, Cedars‐Sinai Health SystemAdvanced Health Sciences PavilionLos AngelesCAUSA
| | - Kotoka Nakamura
- Center for Cardiac Arrest Prevention, Smidt Heart Institute, Cedars‐Sinai Health SystemAdvanced Health Sciences PavilionLos AngelesCAUSA
| | - Faye L. Norby
- Center for Cardiac Arrest Prevention, Smidt Heart Institute, Cedars‐Sinai Health SystemAdvanced Health Sciences PavilionLos AngelesCAUSA
| | - Audrey Uy‐Evanado
- Center for Cardiac Arrest Prevention, Smidt Heart Institute, Cedars‐Sinai Health SystemAdvanced Health Sciences PavilionLos AngelesCAUSA
| | | | - Linda C. Gallo
- Department of PsychologySan Diego State UniversitySan DiegoCAUSA
| | - Martha L. Daviglus
- Institute for Minority Health ResearchUniversity of Illinois ChicagoChicagoILUSA
| | | | | | | | - Robert C. Kaplan
- Department of Epidemiology and Population HealthAlbert Einstein College of MedicineBronxNYUSA
| | - Sumeet S. Chugh
- Center for Cardiac Arrest Prevention, Smidt Heart Institute, Cedars‐Sinai Health SystemAdvanced Health Sciences PavilionLos AngelesCAUSA
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Tfelt-Hansen J, Garcia R, Albert C, Merino J, Krahn A, Marijon E, Basso C, Wilde AAM, Haugaa KH. Risk stratification of sudden cardiac death: a review. Europace 2023; 25:euad203. [PMID: 37622576 PMCID: PMC10450787 DOI: 10.1093/europace/euad203] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 07/03/2023] [Indexed: 08/26/2023] Open
Abstract
Sudden cardiac death (SCD) is responsible for several millions of deaths every year and remains a major health problem. To reduce this burden, diagnosing and identification of high-risk individuals and disease-specific risk stratification are essential. Treatment strategies include treatment of the underlying disease with lifestyle advice and drugs and decisions to implant a primary prevention implantable cardioverter-defibrillator (ICD) and perform ablation of the ventricles and novel treatment modalities such as left cardiac sympathetic denervation in rare specific primary electric diseases such as long QT syndrome and catecholaminergic polymorphic ventricular tachycardia. This review summarizes the current knowledge on SCD risk according to underlying heart disease and discusses the future of SCD prevention.
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Affiliation(s)
- Jacob Tfelt-Hansen
- Cardiology Department, Copenhagen University Hospital-Rigshospitalet, Blegdamsvej 9, Copenhagen 2100, Denmark
- Section of Forensic Genetics, Department of Forensic Medicine, Copenhagen University, Frederik V’s Vej 11, Copenhagen 2100, Denmark
| | - Rodrigue Garcia
- Cardiology Department, University Hospital of Poitiers, 2 rue de la Milétrie, Poitiers 86000, France
- Centre d'Investigation Clinique 1402, University Hospital of Poitiers, 2 rue de la Milétrie, Poitiers 86000, France
| | - Christine Albert
- Cardiology Department, Smidt Heart Institute, Cedars-Sinai Hospital, Los Angeles, CA, USA
| | - Jose Merino
- Department of Cardiology, La Paz University Hospital, IdiPaz, P. Castellana, 261, Madrid 28046, Spain
- Department of Cardiology, Viamed Santa Elena University Hospital, C/La Granja, 8, Madrid 28003, Spain
| | - Andrew Krahn
- Centre for Cardiovascular Innovation, Division of Cardiology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Eloi Marijon
- Cardiology Department, European Georges Pompidou Hospital, Paris, France
| | - Cristina Basso
- Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padova, Via Giustiniani 2, Padova 35121, Italy
| | - Arthur A M Wilde
- Department of Cardiology, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Department of Cardiology, Heart Failure and Arrhythmias, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
| | - Kristina Hermann Haugaa
- ProCardio Center for Innovation, Department of Cardiology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
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Epstein AE. When Flatliners Meet the Wearable Cardioverter-Defibrillator. JACC Clin Electrophysiol 2023; 9:1340-1343. [PMID: 37558290 DOI: 10.1016/j.jacep.2023.01.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 01/18/2023] [Indexed: 08/11/2023]
Affiliation(s)
- Andrew E Epstein
- Electrophysiology Section, Cardiovascular Division, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
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Choi Y, Lee KY, Kim SH, Kim KA, Hwang BH, Choo EH, Lim S, Kim CJ, Kim JJ, Byeon J, Oh GC, Jeon DS, Yoo KD, Park HW, Kim MC, Ahn Y, Ho Jeong M, Hwang Y, Chang K. Predictors for early cardiac death after discharge from successfully treated acute myocardial infarction. Front Med (Lausanne) 2023; 10:1165400. [PMID: 37396907 PMCID: PMC10310993 DOI: 10.3389/fmed.2023.1165400] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 04/26/2023] [Indexed: 07/04/2023] Open
Abstract
Background The use of a cardioverter defibrillator for the primary prevention of sudden cardiac death is not recommended within 40 days after acute myocardial infarction (AMI). We investigated the predictors for early cardiac death among patients who were admitted for AMI and successfully discharged. Methods Consecutive patients with AMI were enrolled in a multicenter prospective registry. Among 10,719 patients with AMI, 554 patients with in-hospital death and 62 patients with early non-cardiac death were excluded. Early cardiac death was defined as a cardiac death within 90 days after index AMI. Results Early cardiac death after discharge occurred in 168/10,103 (1.7%) patients. A defibrillator was not implanted in all patients with early cardiac death. Killip class ≥3, chronic kidney disease stage ≥4, severe anemia, cardiopulmonary support usage, no dual antiplatelet therapy at discharge, and left ventricular ejection fraction (LVEF) ≤35% were independent predictors for early cardiac death. The incidence of early cardiac death according to the number of factors added to LVEF criteria in each patient was 3.03% for 0 factor, 8.11% for 1 factor, and 9.16% for ≥2 factors. Each model that sequentially added the factors in the presence of LVEF criteria showed a significant gradual increase in predictive accuracy and an improvement in reclassification capability. A model with all factors showed C-index 0.742 [95% CI 0.702-0.781], p < 0.001; IDI 0.024 [95% CI 0.015-0.033], p < 0.001; and NRI 0.644 [95% CI 0.492-0.795], p < 0.001. Conclusion We identified six predictors for early cardiac death after discharge from AMI. These predictors would help to discriminate high-risk patients over current LVEF criteria and to provide an individualized therapeutic approach in the subacute stage of AMI.
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Affiliation(s)
- Young Choi
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
- Cardiovascular Research Institute for Intractable Disease, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kwan Yong Lee
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
- Cardiovascular Research Institute for Intractable Disease, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sang Hyun Kim
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kyung An Kim
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Byung-Hee Hwang
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Eun Ho Choo
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sungmin Lim
- Cardiovascular Center and Cardiology Division, Uijeongbu St. Mary's Hospital, The Catholic University of Korea, Uijeongbu, Republic of Korea
| | - Chan Jun Kim
- Cardiovascular Center and Cardiology Division, Uijeongbu St. Mary's Hospital, The Catholic University of Korea, Uijeongbu, Republic of Korea
| | - Jin-Jin Kim
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jaeho Byeon
- Cardiovascular Center and Cardiology Division, Incheon St. Mary's Hospital, The Catholic University of Korea, Incheon, Republic of Korea
| | - Gyu Chul Oh
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Doo Soo Jeon
- Cardiovascular Center and Cardiology Division, Incheon St. Mary's Hospital, The Catholic University of Korea, Incheon, Republic of Korea
| | - Ki Dong Yoo
- Cardiovascular Center and Cardiology Division, St. Vincent's Hospital, The Catholic University of Korea, Suwon, Republic of Korea
| | - Ha-Wook Park
- Department of Cardiology, Bucheon Sejong Hospital, Bucheon, Republic of Korea
| | - Min Chul Kim
- Department of Cardiology, Cardiovascular Center, Chonnam National University Hospital, Gwangju, Republic of Korea
| | - Youngkeun Ahn
- Department of Cardiology, Cardiovascular Center, Chonnam National University Hospital, Gwangju, Republic of Korea
| | - Myung Ho Jeong
- Department of Cardiology, Cardiovascular Center, Chonnam National University Hospital, Gwangju, Republic of Korea
| | - Youngdeok Hwang
- Paul H. Chook Department of Information Systems and Statistics, Baruch College, City University of New York, New York, NY, United States
| | - Kiyuk Chang
- Cardiovascular Center and Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
- Cardiovascular Research Institute for Intractable Disease, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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Shiraishi Y, Goto S, Niimi N, Katsumata Y, Goda A, Takei M, Saji M, Sano M, Fukuda K, Kohno T, Yoshikawa T, Kohsaka S. Improved prediction of sudden cardiac death in patients with heart failure through digital processing of electrocardiography. Europace 2023; 25:922-930. [PMID: 36610062 PMCID: PMC10062335 DOI: 10.1093/europace/euac261] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 12/10/2022] [Indexed: 01/09/2023] Open
Abstract
AIMS Available predictive models for sudden cardiac death (SCD) in heart failure (HF) patients remain suboptimal. We assessed whether the electrocardiography (ECG)-based artificial intelligence (AI) could better predict SCD, and also whether the combination of the ECG-AI index and conventional predictors of SCD would improve the SCD stratification among HF patients. METHODS AND RESULTS In a prospective observational study, 4 tertiary care hospitals in Tokyo enrolled 2559 patients hospitalized for HF who were successfully discharged after acute decompensation. The ECG data during the index hospitalization were extracted from the hospitals' electronic medical record systems. The association of the ECG-AI index and SCD was evaluated with adjustment for left ventricular ejection fraction (LVEF), New York Heart Association (NYHA) class, and competing risk of non-SCD. The ECG-AI index plus classical predictive guidelines (i.e. LVEF ≤35%, NYHA Class II and III) significantly improved the discriminative value of SCD [receiver operating characteristic area under the curve (ROC-AUC), 0.66 vs. 0.59; P = 0.017; Delong's test] with good calibration (P = 0.11; Hosmer-Lemeshow test) and improved net reclassification [36%; 95% confidence interval (CI), 9-64%; P = 0.009]. The Fine-Gray model considering the competing risk of non-SCD demonstrated that the ECG-AI index was independently associated with SCD (adjusted sub-distributional hazard ratio, 1.25; 95% CI, 1.04-1.49; P = 0.015). An increased proportional risk of SCD vs. non-SCD with an increasing ECG-AI index was also observed (low, 16.7%; intermediate, 18.5%; high, 28.7%; P for trend = 0.023). Similar findings were observed in patients aged ≤75 years with a non-ischaemic aetiology and an LVEF of >35%. CONCLUSION To improve risk stratification of SCD, ECG-based AI may provide additional values in the management of patients with HF.
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Affiliation(s)
- Yasuyuki Shiraishi
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi Shinjuku-ku, Tokyo 160-8582, Japan
| | - Shinichi Goto
- One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Nozomi Niimi
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi Shinjuku-ku, Tokyo 160-8582, Japan
| | - Yoshinori Katsumata
- Institute for Integrated Sports Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Ayumi Goda
- Department of Cardiovascular Medicine, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Makoto Takei
- Department of Cardiology, Saiseikai Central Hospital, Tokyo, Japan
| | - Mike Saji
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
| | - Motoaki Sano
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi Shinjuku-ku, Tokyo 160-8582, Japan
| | - Keiichi Fukuda
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi Shinjuku-ku, Tokyo 160-8582, Japan
| | - Takashi Kohno
- Department of Cardiovascular Medicine, Kyorin University Faculty of Medicine, Tokyo, Japan
| | | | - Shun Kohsaka
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi Shinjuku-ku, Tokyo 160-8582, Japan
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Tsao CW, Aday AW, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Beaton AZ, Boehme AK, Buxton AE, Commodore-Mensah Y, Elkind MSV, Evenson KR, Eze-Nliam C, Fugar S, Generoso G, Heard DG, Hiremath S, Ho JE, Kalani R, Kazi DS, Ko D, Levine DA, Liu J, Ma J, Magnani JW, Michos ED, Mussolino ME, Navaneethan SD, Parikh NI, Poudel R, Rezk-Hanna M, Roth GA, Shah NS, St-Onge MP, Thacker EL, Virani SS, Voeks JH, Wang NY, Wong ND, Wong SS, Yaffe K, Martin SS. Heart Disease and Stroke Statistics-2023 Update: A Report From the American Heart Association. Circulation 2023; 147:e93-e621. [PMID: 36695182 DOI: 10.1161/cir.0000000000001123] [Citation(s) in RCA: 1829] [Impact Index Per Article: 914.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND The American Heart Association, in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, diet, and weight) and health factors (cholesterol, blood pressure, and glucose control) that contribute to cardiovascular health. The Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, congenital heart disease, rhythm disorders, subclinical atherosclerosis, coronary heart disease, heart failure, valvular disease, venous disease, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The American Heart Association, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2023 Statistical Update is the product of a full year's worth of effort in 2022 by dedicated volunteer clinicians and scientists, committed government professionals, and American Heart Association staff members. The American Heart Association strives to further understand and help heal health problems inflicted by structural racism, a public health crisis that can significantly damage physical and mental health and perpetuate disparities in access to health care, education, income, housing, and several other factors vital to healthy lives. This year's edition includes additional COVID-19 (coronavirus disease 2019) publications, as well as data on the monitoring and benefits of cardiovascular health in the population, with an enhanced focus on health equity across several key domains. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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11
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Marcos-Garcés V, Perez N, Gavara J, Lopez-Lereu MP, Monmeneu JV, Rios-Navarro C, de Dios E, Merenciano-González H, Gabaldon-Pérez A, Ferrero-De-Loma-Osorio Á, Martínez-Brotons Á, Bondanza L, Sánchez-Gómez JM, Albiach C, Nunez J, Bayés-Genís A, Chorro FJ, Ruiz-Granell R, Bodi V. Cardiac magnetic resonance outperforms echocardiography to predict subsequent implantable cardioverter defibrillator therapies in ST-segment elevation myocardial infarction patients. Front Cardiovasc Med 2023; 10:991307. [PMID: 36818338 PMCID: PMC9937054 DOI: 10.3389/fcvm.2023.991307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 01/16/2023] [Indexed: 02/05/2023] Open
Abstract
Background Implantable cardioverter defibrillators (ICD) are effective as a primary prevention measure of ventricular tachyarrhythmias in patients with ST-segment elevation myocardial infarction (STEMI) and depressed left ventricular ejection fraction (LVEF). The implications of using cardiac magnetic resonance (CMR) instead of echocardiography (Echo) to assess LVEF prior to the indication of ICD in this setting are unknown. Materials and methods We evaluated 52 STEMI patients (56.6 ± 11 years, 88.5% male) treated with ICD in primary prevention who underwent echocardiography and CMR prior to ICD implantation. ICD implantation was indicated based on the presence of heart failure and depressed LVEF (≤ 35%) by echocardiography, CMR, or both. Prediction of ICD therapies (ICD-T) during follow-up by echocardiography and CMR before ICD implantation was assessed. Results Compared to echocardiography, LVEF was lower by cardiac CMR (30.2 ± 9% vs. 37.4 ± 7.6%, p < 0.001). LVEF ≤ 35% was detected in 24 patients (46.2%) by Echo and in 42 (80.7%) by CMR. During a mean follow-up of 6.1 ± 4.2 years, 10 patients received appropriate ICD-T (3.16 ICD-T per 100 person-years): 5 direct shocks to treat very fast ventricular tachycardia or ventricular fibrillation, 3 effective antitachycardia pacing (ATP) for treatment of ventricular tachycardia, and 2 ineffective ATP followed by shock to treat ventricular tachycardia. Echo-LVEF ≤ 35% correctly predicted ICD-T in 4/10 (40%) patients and CMR-LVEF ≤ 35% in 10/10 (100%) patients. CMR-LVEF improved on Echo-LVEF for predicting ICD-T (area under the curve: 0.76 vs. 0.48, p = 0.04). Conclusion In STEMI patients treated with ICD, assessment of LVEF by CMR outperforms Echo-LVEF to predict the subsequent use of appropriate ICD therapies.
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Affiliation(s)
- Víctor Marcos-Garcés
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain,INCLIVA Health Research Institute, Valencia, Spain
| | - Nerea Perez
- INCLIVA Health Research Institute, Valencia, Spain
| | - Jose Gavara
- INCLIVA Health Research Institute, Valencia, Spain,Center for Biomaterials and Tissue Engineering, Universitat Politècnica de València, Valencia, Spain
| | - Maria P. Lopez-Lereu
- Cardiovascular Magnetic Resonance Unit, ASCIRES Biomedical Group, Valencia, Spain
| | - Jose V. Monmeneu
- Cardiovascular Magnetic Resonance Unit, ASCIRES Biomedical Group, Valencia, Spain
| | | | - Elena de Dios
- Faculty of Medicine and Odontology, University of Valencia, Valencia, Spain
| | - Hector Merenciano-González
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain,INCLIVA Health Research Institute, Valencia, Spain
| | - Ana Gabaldon-Pérez
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain,INCLIVA Health Research Institute, Valencia, Spain
| | | | | | - Lourdes Bondanza
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain
| | | | - Cristina Albiach
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain
| | - Julio Nunez
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain,INCLIVA Health Research Institute, Valencia, Spain,Faculty of Medicine and Odontology, University of Valencia, Valencia, Spain,Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Antoni Bayés-Genís
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain,Cardiology Department and Heart Failure Unit, Hospital Universitari Germans Trias i Pujol, Badalona, Spain,Department of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Francisco J. Chorro
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain,INCLIVA Health Research Institute, Valencia, Spain,Faculty of Medicine and Odontology, University of Valencia, Valencia, Spain,Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Ricardo Ruiz-Granell
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain
| | - Vicente Bodi
- Department of Cardiology, Hospital Clínico Universitario de Valencia, Valencia, Spain,INCLIVA Health Research Institute, Valencia, Spain,Faculty of Medicine and Odontology, University of Valencia, Valencia, Spain,Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain,*Correspondence: Vicente Bodi,
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12
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Risk Factors for In-Hospital Cardiac Arrest in Patients With ST-Segment Elevation Myocardial Infarction. J Am Coll Cardiol 2022; 80:1788-1798. [DOI: 10.1016/j.jacc.2022.08.797] [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: 06/14/2022] [Revised: 08/02/2022] [Accepted: 08/18/2022] [Indexed: 11/07/2022]
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13
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Targeted trapping of endogenous endothelial progenitor cells for myocardial ischemic injury repair through neutrophil-mediated SPIO nanoparticle-conjugated CD34 antibody delivery and imaging. Acta Biomater 2022; 146:421-433. [PMID: 35545187 DOI: 10.1016/j.actbio.2022.05.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 04/28/2022] [Accepted: 05/03/2022] [Indexed: 12/22/2022]
Abstract
Endothelia progenitor cell (EPC)-based revascularization therapies have shown promise for the treatment of myocardial ischemic injury. However, applications and efficacy are limited by the relatively inefficient recruitment of endogenous EPCs to the ischemic area, while implantation of exogenous EPCs carries the risk of tumorigenicity. In this study, we developed a therapeutic protocol that relies on the capacity of neutrophils (NEs) to target lesions and release preloaded EPC-binding molecules for high efficiency capture. Neutrophils were loaded with superparamagnetic iron oxide nanoparticles conjugated to an antibody against the EPC surface marker CD34 (SPIO-antiCD34/NEs), and the therapeutic efficacy in ischemic mouse heart following SPIO-antiCD34/NEs injection was monitored by SPIO-enhanced magnetic resonance imaging (MRI). These SPIO-antiCD34/NEs exhibited unimpaired cell viability, superoxide generation, and chemotaxis in vitro as well as satisfactory biocompatibility in vivo. In a mouse model of acute myocardial infarction (MI), SPIO-antiCD34 accumulation could be observed 0.5 h after intravenous injection of SPIO-antiCD34/NEs. Moreover, the degree of CD133+ EPC accumulation at MI sites was three-fold higher than in control MI model mice, while ensuing microvessel density was roughly two-fold higher than controls and left ventricular ejection fraction was > 50%. Therapeutic cell biodistribution, MI site targeting, and treatment effects were confirmed by SPIO-enhanced MRI. This study offers a new strategy to improve the endogenous EPC-based myocardial ischemic injury repair through NEs mediated SPIO nanoparticle conjugated CD34 antibody delivery and imaging. STATEMENT OF SIGNIFICANCE: The efficacy of endogenous endothelial progenitor cell (EPC)-based cardiovascular repair therapy for ischemic heart damage is limited by relatively low EPC accumulation at the target site. We have developed a method to improve EPC capture by exploiting the strong targeting ability of neutrophils (NEs) to ischemic inflammatory foci and the capacity of these treated cells to release of preloaded cargo with EPC-binding affinity. Briefly, NEs were loaded with superparamagnetic iron oxide nanoparticles conjugated to an antibody against the EPC surface protein CD34 (SPIO-antiCD34). Thus, we explored sites targeting with nanocomposites cargo for non-invasive EPCs interception and therapy tracking. We demonstrate that SPIO-antiCD34 released from NEs can effectively capture endogenous EPCs and thereby promote heart revascularization and functional recovery in mice. Moreover, the entire process can be monitored by SPIO-enhanced magnetic resonance imaging including therapeutic cell biodistribution, myocardial infarction site targeting, and tissue repair.
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Wang W, Liu J, Ye H, Wang M, Wang T. Effect of Dexmedetomidine on Tachyarrhythmias After Cardiac Surgery: A Systematic Review and Meta-Analysis. J Cardiovasc Pharmacol 2022; 79:315-324. [PMID: 34935704 DOI: 10.1097/fjc.0000000000001196] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 10/16/2021] [Indexed: 11/27/2022]
Abstract
ABSTRACT Tachyarrhythmias after cardiac surgery is a common occurrence in clinical practice, which can be life threatening. We searched 6 databases, including Embase, PubMed, Cochrane, CNKI, Wanfang, and Sinomed, to evaluate the effect of dexmedetomidine on tachyarrhythmias after adult cardiac surgery. The primary end point was the number of patients with atrial fibrillation (AF) after cardiac surgery. The secondary end points included the number of patients with supraventricular tachycardia or with ventricular tachycardia or with ventricular fibrillation or with myocardial infarction or deceased patients, the duration of mechanical ventilation, the intensive care unit stay, hospital stay, and the number of patients with bradycardia and those with hypotension. Among the 1388 retrieved studies, 18 studies (n = 3171 participants) met our inclusion criteria. Dexmedetomidine reduced the incidence of AF by 17% [relative risk (RR) = 0.83; 95% confidence interval (CI), 0.73-0.93; P = 0.002]. Through subgroup analysis, we found that when the maintenance dose of dexmedetomidine was >0.7 µg·kg-1·h-1, the effect of preventing AF was obvious (RR = 0.58; 95%CI 0.43-0.78; P = 0.0003). Dexmedetomidine also reduced the incidence of supraventricular tachycardia by approximately 70% (RR = 0.29; 95% CI, 0.11-0.77; P = 0.01) and the incidence of ventricular tachycardia by approximately 80% (RR = 0.23; 95% CI, 0.08-0.63; P = 0.004) but had no effect on ventricular fibrillation (RR = 1.02; 95% CI, 0.14-7.31; P = 0.99). The major side effect of dexmedetomidine was bradycardia. Dexmedetomidine can reduce the incidence of AF (especially high dosages), supraventricular tachycardia, and ventricular tachycardia after cardiac surgery in adults, but it does not affect the occurrence of ventricular fibrillation.
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Affiliation(s)
- Wenzhu Wang
- Department of Anesthesiology, Jining No. 1 People's Hospital, Jining, Shandong, P.R. China
| | - Jian Liu
- Department of Emergency, Jining No. 1 People's Hospital, Jining, Shandong, P.R. China
| | - Haibo Ye
- Department of Anesthesiology, Sishui County Hospital, Jining, Shandong, P.R. China
| | - Mingshan Wang
- Department of Anesthesiology, Qingdao Municipal Hospital Group, Qingdao, Shandong, P.R. China ; and
| | - Tao Wang
- Department of Anesthesiology, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, P.R. China
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15
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Tsao CW, Aday AW, Almarzooq ZI, Alonso A, Beaton AZ, Bittencourt MS, Boehme AK, Buxton AE, Carson AP, Commodore-Mensah Y, Elkind MSV, Evenson KR, Eze-Nliam C, Ferguson JF, Generoso G, Ho JE, Kalani R, Khan SS, Kissela BM, Knutson KL, Levine DA, Lewis TT, Liu J, Loop MS, Ma J, Mussolino ME, Navaneethan SD, Perak AM, Poudel R, Rezk-Hanna M, Roth GA, Schroeder EB, Shah SH, Thacker EL, VanWagner LB, Virani SS, Voecks JH, Wang NY, Yaffe K, Martin SS. Heart Disease and Stroke Statistics-2022 Update: A Report From the American Heart Association. Circulation 2022; 145:e153-e639. [PMID: 35078371 DOI: 10.1161/cir.0000000000001052] [Citation(s) in RCA: 2859] [Impact Index Per Article: 953.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND The American Heart Association, in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, diet, and weight) and health factors (cholesterol, blood pressure, and glucose control) that contribute to cardiovascular health. The Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, congenital heart disease, rhythm disorders, subclinical atherosclerosis, coronary heart disease, heart failure, valvular disease, venous disease, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The American Heart Association, through its Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States to provide the most current information available in the annual Statistical Update. The 2022 Statistical Update is the product of a full year's worth of effort by dedicated volunteer clinicians and scientists, committed government professionals, and American Heart Association staff members. This year's edition includes data on the monitoring and benefits of cardiovascular health in the population and an enhanced focus on social determinants of health, adverse pregnancy outcomes, vascular contributions to brain health, and the global burden of cardiovascular disease and healthy life expectancy. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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16
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Fordyce CB, Giugliano RP, Cannon CP, Roe MT, Sharma A, Page C, White JA, Lokhnygina Y, Braunwald E, Blazing MA. Cardiovascular Events and Long-Term Risk of Sudden Death Among Stabilized Patients After Acute Coronary Syndrome: Insights From IMPROVE-IT. J Am Heart Assoc 2022; 11:e022733. [PMID: 35112882 PMCID: PMC9245817 DOI: 10.1161/jaha.121.022733] [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: 12/11/2022]
Abstract
Background Unlike patients with low ejection fraction after an acute coronary syndrome (ACS), little is known about the long‐term incidence and influence of cardiovascular events before sudden death among stabilized patients after ACS. Methods and Results A total of 18 144 patients stabilized within 10 days after ACS in IMPROVE‐IT (Improved Reduction of Outcomes: Vytorin Efficacy International Trial) were studied. Cumulative incidence rates (IRs) and IRs per 100 patient‐years of sudden death were calculated. Using Cox proportional hazards, the association of ≥1 additional postrandomization cardiovascular events (myocardial infarction, stroke, and hospitalization for unstable angina or heart failure) with sudden death was examined. Early (≤1 year after ACS) and late sudden deaths (>1 year) were compared. Of 2446 total deaths, 402 (16%) were sudden. The median time to sudden death was 2.7 years, with 109 early and 293 late sudden deaths. The cumulative IR was 2.47% (95% CI, 2.23%–2.73%) at 7 years of follow‐up. The risk of sudden death following a postrandomization cardiovascular event (150/402 [37%] sudden deaths; median 1.4 years) was greater (IR/100 patient‐years, 1.45 [95% CI, 1.23–1.69]) than the risk with no postrandomization cardiovascular event (IR/100 patient‐years, 0.27 [95% CI, 0.24–0.30]). Postrandomization myocardial infarction (hazard ratio [HR], 3.64 [95% CI, 2.85–4.66]) and heart failure (HR, 4.55 [95% CI, 3.33–6.22]) significantly increased future risk of sudden death. Conclusions Patients stabilized within 10 days of an ACS remain at long‐term risk of sudden death with the greatest risk in those with an additional cardiovascular event. These results refine the long‐term risk and risk effectors of sudden death, which may help clinicians identify opportunities to improve care. Registration: URL: http://www.clinicaltrials.gov. Unique identifier: NCT00202878.
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Affiliation(s)
| | | | | | - Matthew T Roe
- Verana Health San Francisco CA.,Duke Clinical Research Institute Durham NC
| | - Abhinav Sharma
- McGill University Health CentreMcGill University Montreal QC Canada
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17
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Marijon E, Garcia R, Narayanan K, Karam N, Jouven X. OUP accepted manuscript. Eur Heart J 2022; 43:1457-1464. [PMID: 35139183 PMCID: PMC9009402 DOI: 10.1093/eurheartj/ehab903] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 12/16/2021] [Accepted: 12/21/2021] [Indexed: 11/24/2022] Open
Abstract
More than 40 years after the first implantable cardioverter-defibrillator (ICD) implantation, sudden cardiac death (SCD) still accounts for more than five million deaths worldwide every year. Huge efforts in the field notwithstanding, it is now increasingly evident that the current strategy of long-term prevention based on left ventricular ejection fraction as the key selection criterion is actually of very limited impact, also because the largest absolute numbers of SCD are encountered in the general population not known to be at risk. It has been recently reemphasized that SCD is often not so sudden, with almost half of the victims experiencing typical warning symptoms preceding the event. Importantly, heeded and prompt medical attention can dramatically improve survival. Essentially, such timely action increases the chances of the SCD event being witnessed by emergency medical services and provides the opportunity for early intervention. In addition, newer technologies incorporating digital data acquisition, transfer between interconnected devices, and artificial intelligence, should allow dynamic, real-time monitoring of diverse parameters and therefore better identification of subjects at short-term SCD risk. Along with warning symptoms, these developments allow a new approach of near-term prevention based on the hours and minutes preceding SCD. In the present review, we challenge the current paradigm of mid- and long-term prevention using ICD in patients at the highest risk of SCD, and introduce a complementary concept applicable to the entire population that would aim to pre-empt SCD by timely detection and intervention within the minutes or hours prior to the event.
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Affiliation(s)
- Eloi Marijon
- Corresponding author. Tel: +33 6 62 83 38 48, Fax: +33 1 56 09 30 47,
| | | | - Kumar Narayanan
- Université de Paris, PARCC, INSERM, F-75015 Paris, France
- Paris-Sudden Death Expertise Center (SDEC), Paris, France
- Cardiology Department, Medicover Hospitals, Hyderabad, India
| | - Nicole Karam
- Université de Paris, PARCC, INSERM, F-75015 Paris, France
- Cardiology Department, European Georges Pompidou Hospital, Paris, France
- Paris-Sudden Death Expertise Center (SDEC), Paris, France
| | - Xavier Jouven
- Université de Paris, PARCC, INSERM, F-75015 Paris, France
- Cardiology Department, European Georges Pompidou Hospital, Paris, France
- Paris-Sudden Death Expertise Center (SDEC), Paris, France
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Kunkel KJ, Lemor A, Mahmood S, Villablanca P, Ramakrishna H. 2021 Update for the Diagnosis and Management of Acute Coronary Syndromes for the Perioperative Clinician. J Cardiothorac Vasc Anesth 2021; 36:2767-2779. [PMID: 34400062 PMCID: PMC8297970 DOI: 10.1053/j.jvca.2021.07.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 07/16/2021] [Indexed: 02/07/2023]
Abstract
In this review, recent key publications related to acute coronary syndrome (ACS) are summarized and placed into context of contemporary practice. Landmark trials examining vascular access in ST-elevation myocardial infarction, the management of multivessel disease, acute myocardial infarction and cardiac arrest are discussed. An update in pharmacology for ACS provides updates in major trials relating to P2Y12 inhibitor initiation, deescalation, and use in special populations. Additional updates in the use of lipid-lowering agents and adjunctive medications in ACS are reviewed. Finally, cardiac pathology related to coronavirus disease 2019 (COVID-19), as well as the impact of the COVID-19 global pandemic on the care of patients with ACS, is summarized.
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Affiliation(s)
| | - Alejandro Lemor
- Division of Cardiovascular Medicine, Henry Ford Hospital, Detroit, MI
| | - Shazil Mahmood
- Division of Internal Medicine, Henry Ford Hospital, Detroit, MI
| | - Pedro Villablanca
- Division of Cardiovascular Medicine, Henry Ford Hospital, Detroit, MI
| | - Harish Ramakrishna
- Division of Cardiovascular and Thoracic Anesthesiology, Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN.
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De Luca L, Di Lenarda A, Rubboli A, Bolognese L, Gonzini L, Fortuni F, Navazio A, Poletti F, Ledda A, Urbinati S, Gabrielli D, Gulizia MM. Post-discharge antithrombotic management and clinical outcomes of patients with new-onset or pre-existing atrial fibrillation and acute coronary syndromes undergoing coronary stenting: Follow-up data of the MATADOR-PCI study. Eur J Intern Med 2021; 88:28-34. [PMID: 33838988 DOI: 10.1016/j.ejim.2021.03.029] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 02/27/2021] [Accepted: 03/23/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND . Patients with concomitant atrial fibrillation (AF) and acute coronary syndromes (ACS) do not seem to receive proper antithrombotic therapies and present high rates of adverse clinical events. METHODS . We analyzed the follow-up data of the prospective, nationwide MATADOR-PCI registry. We assessed the use of antithrombotic strategies and the incidence of major adverse cardiovascular events (MACE) and net adverse clinical events (NACE) at 6 months, in patients with new-onset or pre-existing AF admitted for ACS and treated with percutaneous coronary intervention (PCI). RESULTS . Out of the 588 patients enrolled in the registry and discharged alive (287 with pre-existing and 301 with new-onset AF), data at 6 months were obtained for 579 (98.5%) patients. Compared to hospital discharge, the rate of triple antithrombotic therapy was significantly reduced (from 76.4% to 23.6% and from 53.8% to 23.6%; both p<0.0001) while dual antithrombotic therapy (DAT) increased (from 11.8% to 56.3% and from 5.8% to 30.9%; both p<0.0001) at follow-up, in patients with pre-existing and new-onset AF, respectively. Among patients with a class IA indication to receive oral anticoagulation therapy (OAT), it was prescribed in 91% and 88% of patients with pre-existing and 64% and 62% of new-onset AF, at discharge and follow-up, respectively. At 6 months from discharge the overall rate of MACE was 8.4% and 7.6% (p=0.75), while NACE occurred in 10.8% vs 10.0% (p=0.74) of patients with pre-existing or new-onset AF, respectively. CONCLUSIONS . At follow-up, DAT was the most used antithrombotic strategy for both patients with pre-existing and new-onset AF with concomitant ACS. These two groups of patients presented comparable rates of MACE and NACE at 6 months.
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Affiliation(s)
- Leonardo De Luca
- Department of Cardiosciences, A.O. San Camillo-Forlanini, Roma, Italy.
| | - Andrea Di Lenarda
- Division of Cardiology, Azienda Sanitaria Universitaria Integrata di Trieste, Italy
| | - Andrea Rubboli
- Division of Cardiology, Ospedale S. Maria delle Croci, Ravenna, Italy
| | - Leonardo Bolognese
- Department of Cardio-neuro-vascular Sciences, Ospedale S. Donato, Arezzo, Italy
| | | | - Federico Fortuni
- Division of Cardiology, University of Pavia and Fondazione IRCCS Policlinico S. Matteo, Pavia, Italy
| | - Alessandro Navazio
- Division of Cardiology, Azienda USL di Reggio Emilia-IRCCS, Reggio Emilia, Italy
| | | | - Antonietta Ledda
- Division of Cardiology, AOR Villa Sofia-Cervello P.O. Cervello, Palermo, Italy
| | | | | | - Michele Massimo Gulizia
- Division of Cardiology, Garibaldi-Nesima Hospital, Azienda di Rilievo Nazionale e Alta Specializzazione "Garibaldi", Catania, Italy
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20
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Wilber DJ. Early Post-Infarction Survival in the Modern Era: Reinforcing Old Lessons. J Am Coll Cardiol 2020; 76:2937-2939. [PMID: 33334421 DOI: 10.1016/j.jacc.2020.10.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 10/26/2020] [Indexed: 11/19/2022]
Affiliation(s)
- David J Wilber
- Cardiovascular Institute, Loyola University Medical Center, Maywood, Illinois, USA.
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