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Havers-Borgersen E, Hartwell D, Ekelund C, Butt JH, Østergaard L, Holgersson C, Schou M, Køber L, Fosbøl EL. Endometriosis and long-term cardiovascular risk: a nationwide Danish study. Eur Heart J 2024; 45:4734-4743. [PMID: 39219447 DOI: 10.1093/eurheartj/ehae563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 07/01/2024] [Accepted: 08/15/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND AND AIMS Endometriosis, a systemic gynaecological disease affecting 10% of women in reproductive age, shares pathophysiological characteristics with cardiovascular disease. However, data on the relationship between endometriosis and cardiovascular outcomes are scarce, prompting this study to address the knowledge gap. METHODS Using Danish nationwide registries, women diagnosed with endometriosis (1977-2021) were identified and matched with controls in a 1:4 ratio based on year of birth. The primary outcome was a composite of acute myocardial infarction and ischaemic stroke. The secondary outcomes were arrhythmias, heart failure, and mortality. RESULTS In total, 60 508 women with endometriosis and 242 032 matched controls were included (median age 37.3 years). Women with endometriosis were more comorbid and used more medications than controls. The incidence rates of the composite outcomes were 3.2 [95% confidence interval (CI) 3.2-3.3] and 2.7 (95% CI 2.7-2.8) per 1000 person-years among women with and without endometriosis, respectively. Women with endometriosis had a significantly higher associated rate of the composite outcome compared with controls [unadjusted hazard ratio (HR) 1.18 (95% CI 1.14-1.23), adjusted HR 1.15 (95% CI 1.11-1.20)]. Likewise, women with endometriosis were also at significantly increased associated risk of arrhythmias [unadjusted HR 1.24 (95% CI 1.20-1.28) and adjusted HR 1.21 (95% CI 1.17-1.25)] and heart failure [unadjusted HR 1.16 (95% CI 1.09-1.22) and adjusted HR 1.11 (95% CI 1.05-1.18)] but at decreased risk of mortality [unadjusted HR 0.95 (95% CI 0.92-0.97) and adjusted HR 0.93 (95% CI 0.91-0.96)]. CONCLUSIONS Women with endometriosis have a higher associated long-term risk of cardiovascular outcomes compared with controls. Despite subtle absolute risk differences, the high prevalence of endometriosis underscores the importance of these findings.
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Affiliation(s)
- Eva Havers-Borgersen
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Dorthe Hartwell
- Department of Gynecology and Obstetrics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Charlotte Ekelund
- Department of Gynecology and Obstetrics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Jawad H Butt
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
- Department of Cardiology, Zealand University Hospital, Roskilde, Denmark
| | - Lauge Østergaard
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Christine Holgersson
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Morten Schou
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Cardiology, Gentofte Hospital, Hellerup, Denmark
| | - Lars Køber
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Emil L Fosbøl
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Ludmir J, Suero-Abreu GA, Gonzalez de la Nuez A, Robles M, Wood MJ, Del Carmen MG, Wasfy JH. Building a post-myocardial infarction discharge intervention program for Hispanic patients. HEALTHCARE (AMSTERDAM, NETHERLANDS) 2024; 12:100730. [PMID: 38087744 DOI: 10.1016/j.hjdsi.2023.100730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 11/08/2023] [Accepted: 12/03/2023] [Indexed: 03/12/2024]
Abstract
Hispanic patients disproportionally suffer from disparities in care delivery in the setting of acute myocardial infarction (AMI). More specifically, Hispanic patients have higher 30-day readmission rates post-AMI and are less likely to be referred to cardiac rehab. Because of the challenges Hispanic patients face with post-AMI care, the Hispanic Acute Myocardial Infarction Discharge Intervention Study (HAMIDI) was launched to provide a culturally sensitive discharge framework to improve readmission and mortality rates in this population. Patients enrolled in this study participate in a comprehensive post-discharge program involving follow-up with a Spanish-speaking cardiologist, a two-part educational virtual group visit program, and access to support throughout the study. During the initial year of the study, 35 patients enrolled and successfully participated in the program. This case study reviews the implementation process, initial outcomes, challenges, and future plans of the program.
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Affiliation(s)
- Jonathan Ludmir
- Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, USA.
| | - Giselle A Suero-Abreu
- Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, USA
| | | | - Martin Robles
- Department of Internal Medicine, University of California, San Francisco, Fresno, USA
| | - Malissa J Wood
- Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, USA
| | - Marcela G Del Carmen
- Department of Obstetrics and Gynecology, Massachusetts General Hospital, Harvard Medical School, USA
| | - Jason H Wasfy
- Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, USA
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Zhu X, Xie B, Chen Y, Zeng H, Hu J. Machine learning in the prediction of in-hospital mortality in patients with first acute myocardial infarction. Clin Chim Acta 2024; 554:117776. [PMID: 38216028 DOI: 10.1016/j.cca.2024.117776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 01/03/2024] [Accepted: 01/08/2024] [Indexed: 01/14/2024]
Abstract
BACKGROUND Persistent efforts are required to further reduce the in-hospital mortality of patients suffering from acute myocardial infarction (AMI), even in the face of a global trend of declining AMI-related fatalities. We investigated deep machine learning models for in-hospital death prediction in patients on their first AMI. METHOD In this 2-center retrospective analysis, first AMI patients from Hospital I and Hospital II were included; 4783 patients from Hospital 1 were split in a 7:3 ratio between the training and testing sets. Data from 1053 AMI patients in Hospital II was used for further validation. 70 clinical information and laboratory examination parameters as predictive indicators were included. Logistic Regression Classifier (LR), Random Forests Classifier (RF), eXtreme Gradient Boosting (XGB), Support Vector Machine Classifier (SVM), Multilayer Perceptron (MLP), Gradient Boosting Machine (GBM), Bootstrapped Aggregation (Bagging) models with AMI patients were developed. The importance of selected variables was obtained through the Shapley Additive exPlanations (SHAP) method. The performance of each model was shown using the area under the receiver operating characteristic curve (AUROC) and the area under the precision-recall curve (Average Precision; AP). RESULT The in-hospital mortality for AMI in the training, testing, and validation sets were 5.7 %, 5.6 %, and 6.0 %, respectively. The top 8 predictors were D-dimer, brain natriuretic peptide, cardiogenic shock, neutrophil, prothrombin time, blood urea nitrogen, cardiac arrest, and phosphorus. In the testing cohort, the models of LR, RF, XGB, SVM, MLP, GBM, and Bagging yielded AUROC values of 0.929, 0.931, 0.907, 0.868, 0.907, 0.923, and 0.932, respectively. Bagging has good predictive value and certain clinical value in external validation with AUROC 0.893. CONCLUSION In order to improve the forecasting accuracy of the risk of AMI patients, guide clinical nursing practice, and lower AMI inpatient mortality, this study looked into significant indicators and the optimal models for predicting AMI inpatient mortality.
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Affiliation(s)
- Xiaoli Zhu
- Department of Laboratory Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, People's Republic of China
| | - Bojian Xie
- Department of Oncological Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, People's Republic of China
| | - Yijun Chen
- Department of Laboratory Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, People's Republic of China
| | - Hanqian Zeng
- Department of Oncological Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, People's Republic of China
| | - Jinxi Hu
- Department of Oncological Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, People's Republic of China.
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Darabi M, Heidari Moghaddam R, Godarzi F, Karami S, Siabani S, Salehi N. Age and sex-related differences in epidemiology, treatment, and mortality of patients with ST-segment elevation myocardial infarction in Iran. J Cardiovasc Thorac Res 2023; 15:210-217. [PMID: 38357566 PMCID: PMC10862036 DOI: 10.34172/jcvtr.2023.32887] [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: 06/19/2023] [Accepted: 12/02/2023] [Indexed: 02/16/2024] Open
Abstract
Introduction Few studies have investigated the characteristics of patients with ST elevation myocardial infarction (STEMI) according to age and sex in Iran. This study aims to investigate the risk factors profile, treatment, and mortality of STEMI based on age and sex. Methods From 10th June 2016 to December 2019 a total of 2816, STEMI patients referred to the Imam Ali heart center of Kermanshah were included in the study. Profile of the risk factors, epidemiology, treatment and 30- day mortality for all cases in the age categories of 18-49, 50-64, and≥65 years were studied. Results There were 1256 (44.6%) middle-aged STEMI patients, and 2181 (77.45%) were male. The elderly had a longer median door-to-balloon and symptom-to-balloon time and received less primary PCI. In the absence of primary PCI, the rate of 30-day mortality in women was higher than in men, and the mortality rate increased with age. The risk of death in middle-aged women was higher than that of men. Also, in the middle-aged group, after multivariable adjustment, previous bypass surgery, diabetes, and Killip class≥2 was associated with significant increase in the risk of death. Conclusion The present study showed that young people with STEMI had a high risk of heart failure and anterior infarction compared to the older age groups. Women had more risk factors for STEMI and a higher mortality rate than men. Therefore, there is a need to educate young age groups and women to modify their lifestyles and intervene in the risk factors of heart diseases.
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Affiliation(s)
- Mehdi Darabi
- Cardiovascular Research Center, Health Institute, Imam-Ali Hospital, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Reza Heidari Moghaddam
- Cardiovascular Research Center, Health Institute, Imam-Ali Hospital, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Farzaneh Godarzi
- Cardiovascular Research Center, Health Institute, Imam-Ali Hospital, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Sahar Karami
- Cardiovascular Research Center, Health Institute, Imam-Ali Hospital, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Soraya Siabani
- Department of Health Education and Health Promotion, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Nahid Salehi
- Cardiovascular Research Center, Health Institute, Imam-Ali Hospital, Kermanshah University of Medical Sciences, Kermanshah, Iran
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Holtzman JN, Kaur G, Hansen B, Bushana N, Gulati M. Sex differences in the management of atherosclerotic cardiovascular disease. Atherosclerosis 2023; 384:117268. [PMID: 37723005 DOI: 10.1016/j.atherosclerosis.2023.117268] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/23/2023] [Accepted: 08/31/2023] [Indexed: 09/20/2023]
Abstract
Disparities between women and men persist in the diagnosis, treatment, and prognosis of atherosclerotic cardiovascular disease (ASCVD). Despite growing attention to sex-based differences in cardiovascular care, there are continued disparities in short- and long-term outcomes. Such disparities highlight the need to identify pathophysiologic differences in treatment patterns for stable ischemic heart disease, non-ST elevation myocardial infarction (NSTE-ACS), ST-elevation myocardial infarction (STEMI), and myocardial infarction with non-obstructive coronary arteries (MINOCA). The role of age as an effect modifier should also be considered given that young women diagnosed with ACS continue to experience increased rates of in-hospital mortality and major adverse cardiovascular events. Both patient-directed and systems-based approaches remain integral to improve outcomes in cardiovascular care. While inadequate representation of women in clinical trials remains a barrier to the implementation of evidence-based therapies, a growing body of data has established the efficacy and safety of medications in women across acute coronary syndromes. This review seeks to feature existing data on the differential treatment guidelines, care implementation, and cardiovascular outcomes between women and men, highlighting next directions for clinical investigation.
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Affiliation(s)
- Jessica N Holtzman
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Gurleen Kaur
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Breanna Hansen
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | - Martha Gulati
- Department of Cardiology, Cedars-Sinai Smidt Heart Institute, Los Angeles, CA, USA.
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Islek D, Alonso A, Rosamond W, Guild CS, Butler KR, Ali MK, Manatunga A, Naimi AI, Vaccarino V. Racial Differences in Fatal Out-of-Hospital Coronary Heart Disease and the Role of Income in the Atherosclerosis Risk in Communities Cohort Study (1987 to 2017). Am J Cardiol 2023; 194:102-110. [PMID: 36914508 PMCID: PMC10079596 DOI: 10.1016/j.amjcard.2023.01.042] [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: 10/04/2022] [Revised: 01/16/2023] [Accepted: 01/22/2023] [Indexed: 03/16/2023]
Abstract
Black patients have higher incident fatal coronary heart disease (CHD) rates than do their White counterparts. Racial differences in out-of-hospital fatal CHD could explain the excess risk in fatal CHD among Black patients. We examined racial disparities in in- and out-of-hospital fatal CHD among participants with no history of CHD, and whether socioeconomic status might play a role in this association. We used data from the ARIC (Atherosclerosis Risk in Communities) study, including 4,095 Black and 10,884 White participants, followed between 1987 and 1989 until 2017. Race was self-reported. We examined racial differences in in- and out-of-hospital fatal CHD with hierarchical proportional hazard models. We then examined the role of income in these associations, using Cox marginal structural models for a mediation analysis. The incidence of out-of-hospital and in-hospital fatal CHD was 1.3 and 2.2 in Black participants, and 1.0 and 1.1 in White participants, respectively, per 1,000 person-years. The gender- and age-adjusted hazard ratios comparing out-of-hospital and in-hospital incident fatal CHD in Black with that in White participants were 1.65 (1.32 to 2.07) and 2.37 (1.96 to 2.86), respectively. The income-controlled direct effects of race in Black versus White participants decreased to 1.33 (1.01 to 1.74) for fatal out-of-hospital and to 2.03 (1.61 to 2.55) for fatal in-hospital CHD in Cox marginal structural models. In conclusion, higher rates of fatal in-hospital CHD in Black participants than in their White counterparts likely drive the overall racial differences in fatal CHD. Income largely explained racial differences in both fatal out-of-hospital CHD and fatal in-hospital CHD.
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Affiliation(s)
- Duygu Islek
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia; Department of Epidemiology, Laney Graduate School, Emory University, Atlanta, Georgia.
| | - Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Wayne Rosamond
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Cameron S Guild
- Department of Medicine, Division of Cardiology, School of Medicine, University of Mississippi Medical Center, Jackson, Mississippi
| | - Kenneth R Butler
- Department of Medicine: Division of Geriatrics, School of Medicine, University of Mississippi Medical Center, Jackson, Mississippi
| | - Mohammed K Ali
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia; Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia; Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, Georgia
| | - Amita Manatunga
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Ashley I Naimi
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Viola Vaccarino
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia; Division of Cardiology, Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia
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SONG JJ, LIU YP, WANG WY, YANG J, WEN J, CHEN J, GAO J, SHAO CL, TANG YD. Development and validation of a nomogram predicting one-year mortality in patients undergoing percutaneous coronary intervention. J Geriatr Cardiol 2022; 19:960-969. [PMID: 36632203 PMCID: PMC9807403 DOI: 10.11909/j.issn.1671-5411.2022.12.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVE To formulate a nomogram to predict the risk of one-year mortality after percutaneous coronary intervention (PCI) based on a large-scale real-world Asian cohort. METHODS This study cohort included consecutive patients undergoing PCI in the National Center for Cardiovascular Diseases of China. The endpoint was all-cause mortality. Least absolute shrinkage and selection operator Cox regression and backward stepwise regression were used to select potential risk factors. A nomogram based on the predictors was accordingly constructed to predict one-year mortality. The performance of the nomogram was evaluated. Patients were stratified into low-, intermediate- and high-risk groups according to the tertile points in the nomogram and compared by the Kaplan-Meier analysis. RESULTS A total of 9603 individuals were included in this study and randomly divided into the derivation cohort (60%) and the validation cohort (40%). Six variables were selected to formulate the nomogram, including age, renal insufficiency, cardiac dysfunction, previous cerebrovascular disease, previous PCI, and TIMI 0-1 before PCI. The area under the curve of this nomogram regarding one-year mortality risks were 0.792 and 0.754 in the derivation cohort and validation cohort, respectively. Kaplan-Meier curve successfully stratified the patients according to three risk groups. This nomogram calibrated well and exhibited satisfactory clinical utility in the decision curve analysis. CONCLUSIONS This study developed and validated a simple-to-use nomogram predicting one-year mortality risk in Asian patients undergoing PCI and could help clinicians make risk-dependent decisions.
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Affiliation(s)
- Jing-Jing SONG
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yu-Peng LIU
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Wen-Yao WANG
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Jie YANG
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jun WEN
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jing CHEN
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jun GAO
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Chun-Li SHAO
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Yi-Da TANG
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
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Rossello X, Mas-Lladó C, Pocock S, Vicent L, van de Werf F, Chin CT, Danchin N, Lee SWL, Medina J, Huo Y, Bueno H. Sex differences in mortality after an acute coronary syndrome increase with lower country wealth and higher income inequality. REVISTA ESPANOLA DE CARDIOLOGIA (ENGLISH ED.) 2022; 75:392-400. [PMID: 34175245 DOI: 10.1016/j.rec.2021.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 05/05/2021] [Indexed: 06/13/2023]
Abstract
INTRODUCTION AND OBJECTIVES Although several factors associated with sex differences in the management and outcomes after acute coronary syndrome (ACS) have been reported, little is known about the influence of socioeconomic factors on sex disparities. Our aim was to evaluate the influence of country wealth and income inequality on national sex differences in mortality after ACS. METHODS Sex differences in 2-year postdischarge mortality were evaluated in 23 489 ACS patients from the EPICOR and EPICOR Asia registries. Adjusted Cox regression models by country-based terciles of gross national income per capita and income inequality were used. RESULTS Women (24.3%) were older than men (65.5 vs 59.4 years, P <.001), had more comorbidities, were less often revascularized (63.6% vs 75.6%, P <.001) and received fewer guideline recommended therapies at discharge. Compared with men, a higher percentage of women died during follow-up (6.4% vs 4.9%, P <.001). The association between sex and mortality changed direction from hazard ratio (HR) 1.32 (95%CI, 1.17-1.49) in the univariate assessment to HR 0.76 (95%CI, 0.67-0.87) after adjustment for confounders. These differences were more evident with increasing country wealth (HRlow-incomecountries = 0.85; 95%CI, 0.72-1.00; HRmid-incomecountries = 0.66; 95%CI, 0.50-0.87; HRhigh-incomecountries = 0.60; 95%CI, 0.40-0.90; trend test P = .115) and with decreasing income inequality (HRlow-inequalityindex = 0.54; 95%CI, 0.36-0.81; HRintermediate-inequalityindex = 0.66; 95%CI, 0.50-0.88; HRhigh-inequalityindex = 0.87; 95%CI, 0.74-1.03; trend test P = .031). CONCLUSIONS Women with ACS living in high socioeconomic countries showed a lower postdischarge mortality risk compared with men. This risk was attenuated in countries with poorer socioeconomic background, where adjusted mortality rates were similar between women and men.
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Affiliation(s)
- Xavier Rossello
- Servicio de Cardiología, Hospital Universitari Son Espases (HUSE), Palma, Balearic Islands, Spain; Grupo de Fisiopatología y Terapéutica Cardiovascular, Institut d'Investigació Sanitària Illes Balears (IdISBa), University Hospital Son Espases, Palma, Balearic Islands, Spain; Laboratorio Traslacional para la Imagen y Terapia Cardiovascular, Centro Nacional de Investigaciones Cardiovasculares Carlos (CNIC), Madrid, Spain; Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, United Kingdom; Facultad de Medicina, Universitat de les Illes Balears (UIB), Palma, Balearic Islands, Spain
| | - Caterina Mas-Lladó
- Servicio de Cardiología, Hospital Universitari Son Espases (HUSE), Palma, Balearic Islands, Spain; Grupo de Fisiopatología y Terapéutica Cardiovascular, Institut d'Investigació Sanitària Illes Balears (IdISBa), University Hospital Son Espases, Palma, Balearic Islands, Spain
| | - Stuart Pocock
- Laboratorio Traslacional para la Imagen y Terapia Cardiovascular, Centro Nacional de Investigaciones Cardiovasculares Carlos (CNIC), Madrid, Spain; Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Lourdes Vicent
- Instituto de Investigación i+12 y Departamento de Cardiología, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Frans van de Werf
- Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | - Chee Tang Chin
- Cardiology Department, National Heart Centre Singapore, Singapore, Republic of Singapore
| | - Nicolas Danchin
- Service de Cardiologie, Hôpital Européen Georges Pompidou & René Descartes University, Paris, France
| | - Stephen W L Lee
- Cardiology Department, Queen Mary Hospital, Pok Fu Lam, China
| | | | - Yong Huo
- Cardiology Department, Beijing University First Hospital, Beijing, China
| | - Héctor Bueno
- Laboratorio Traslacional para la Imagen y Terapia Cardiovascular, Centro Nacional de Investigaciones Cardiovasculares Carlos (CNIC), Madrid, Spain; Instituto de Investigación i+12 y Departamento de Cardiología, Hospital Universitario 12 de Octubre, Madrid, Spain; Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain.
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Rossello X, Mas-Lladó C, Pocock S, Vicent L, Van de Werf F, Chin CT, Danchin N, Lee SW, Medina J, Huo Y, Bueno H. Las diferencias por sexo en la mortalidad tras un síndrome coronario agudo se incrementan en los países de menor riqueza y mayor desigualdad de ingresos. Rev Esp Cardiol 2022. [DOI: 10.1016/j.recesp.2021.05.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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10
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Sex Related Differences in the Treatment of ST-Segment Elevation Acute Myocardial Infarction in Patients Aged <55 years. Am J Cardiol 2022; 170:25-30. [PMID: 35193766 DOI: 10.1016/j.amjcard.2022.01.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Revised: 12/30/2021] [Accepted: 01/04/2022] [Indexed: 12/11/2022]
Abstract
Gender-related differences after ST-segment elevation myocardial infarction (STEMI) have been reported, but studies have generally focused on high-risk groups and results are inconsistent. This study aims to determine gender-related differences in the treatment of STEMI and in-hospital mortality in a contemporary cohort of young patients. We included patients aged <55 years admitted to the Acute Cardiac Care Unit with STEMI during an 11-year period. We retrospectively reviewed the clinical charts to register information on demographics, clinical and laboratory data, angiography, treatment received, complications, and in-hospital mortality. A total of 812 patients were included (712 men and 100 women). There were no gender-related differences in age or prevalence of cardiovascular risk factors. Women, as compared with men, had higher incidence of nonobstructive angiography (14.0% vs 2.4%) and coronary tortuosity (4.0% vs 0.8%), and lower incidence of multivessel disease (35.0% vs 49.6%) (p <0.05). Less frequently than men, women received percutaneous transluminal coronary angioplasty (94.0% vs 98.2%), and stent placement (82.0% vs 93.8%), inotropic agents (2.0% vs 8.3%), hypothermia after cardiac arrest (25.0% vs 84.0%), and mechanical ventilation (4.0% vs 11.0%) (p <0.05). These differences were not explained by the different angiographic findings. In-hospital mortality was 2.0% and 3.4%, in women and men, respectively (adjusted odds ratio 0.712, 95% confidence interval 0.164 to 3.093, p = 0.650). In conclusion, women aged <55 years with STEMI were held to different treatment standards than men.
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Solola Nussbaum S, Henry S, Yong CM, Daugherty SL, Mehran R, Poppas A. Sex-Specific Considerations in the Presentation, Diagnosis, and Management of Ischemic Heart Disease: JACC Focus Seminar 2/7. J Am Coll Cardiol 2022; 79:1398-1406. [PMID: 35393022 PMCID: PMC9009217 DOI: 10.1016/j.jacc.2021.11.065] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 11/04/2021] [Indexed: 02/08/2023]
Abstract
There are sex-related differences in the epidemiology, presentation, diagnostic testing, and management of ischemic heart disease in women compared with men. The adjusted morbidity and mortality are persistently higher, particularly in younger women and Blacks. Women have more angina but less obstructive coronary artery disease, which affects delays in presentation and diagnosis and testing accuracy. The nonbiological factors play a significant role in access to care, ischemic heart disease management, and guideline adherence. Future research focus includes sex-specific outcomes, characterization of the biological differences, and implementation science around quality of clinical care.
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Affiliation(s)
- Sade Solola Nussbaum
- Division of Cardiology, Department of Medicine, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Sonia Henry
- Department of Cardiology, Zucker School of Medicine at Hofstra/Norwell, North Shore University Hospital, Manhasset, New York, USA
| | - Celina Mei Yong
- Division of Cardiology, Department of Medicine, Stanford University Medical Center, Palo Alto, California, USA
| | - Stacie L Daugherty
- Division of Cardiology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Roxana Mehran
- Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Athena Poppas
- Division of Cardiology, Department of Medicine, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.
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12
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Bunsawat K, Grosicki GJ, Jeong S, Robinson AT. Racial and ethnic disparities in cardiometabolic disease and COVID-19 outcomes in White, Black/African American, and Latinx populations: Physiological underpinnings. Prog Cardiovasc Dis 2022; 71:11-19. [PMID: 35490869 PMCID: PMC9050188 DOI: 10.1016/j.pcad.2022.04.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 04/24/2022] [Indexed: 02/05/2023]
Abstract
Coronavirus disease 2019 (COVID-19) is a highly contagious respiratory illness caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) that began spreading globally in late 2019. While most cases of COVID-19 present with mild to moderate symptoms, COVID-19 was the third leading cause of mortality in the United States in 2020 and 2021. Though COVID-19 affects individuals of all races and ethnicities, non-Hispanic Black and Hispanic/Latinx populations are facing an inequitable burden of COVID-19 characterized by an increased risk for hospitalization and mortality. Importantly, non-Hispanic Black and Hispanic/Latinx adults have also faced a greater risk of non-COVID-19-related mortality (e.g., from cardiovascular disease/CVD) during the pandemic. Contributors to the racial disparities in morbidity and mortality during the pandemic are multi-factorial as we discuss in our companion article on social determinants of health. However, profound racial variation in the prevalence of CVD and metabolic diseases may serve as a key driver of worse COVID-19-related and non-COVID-19-related health outcomes among racial and ethnic minority groups. Within this review, we provide data emphasizing the inequitable burden of CVD and metabolic diseases among non-Hispanic Black and Hispanic/Latinx populations. We also discuss the pathophysiology of these conditions, with a focus on how aberrant physiological alterations in the context of CVD and metabolic diseases manifest to increase susceptibility to severe COVID-19.
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Affiliation(s)
- Kanokwan Bunsawat
- Department of Internal Medicine, Division of Geriatrics, University of Utah, Salt Lake City, UT 84132, USA; Geriatric Research, Education, and Clinical Center, George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT 84148, USA
| | - Gregory J Grosicki
- Department of Health Sciences and Kinesiology, Biodynamics and Human Performance Center, Georgia Southern University (Armstrong Campus), Savannah, GA 31419, USA
| | - Soolim Jeong
- Neurovascular Physiology Laboratory, School of Kinesiology, Auburn University, Auburn, AL 36849, USA
| | - Austin T Robinson
- Neurovascular Physiology Laboratory, School of Kinesiology, Auburn University, Auburn, AL 36849, USA.
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13
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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: 2842] [Impact Index Per Article: 947.3] [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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14
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Tan L, Xu Q, Shi R. A Nomogram for Predicting Hospital Mortality in Intensive Care Unit Patients with Acute Myocardial Infarction. Int J Gen Med 2021; 14:5863-5877. [PMID: 34566426 PMCID: PMC8457867 DOI: 10.2147/ijgm.s326898] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 09/02/2021] [Indexed: 11/23/2022] Open
Abstract
Background This study aims to construct and validate an early-stage nomogram for predicting hospital mortality of ICU patients with acute myocardial infarction (AMI), to help clinicians determine the appropriate intervention. Methods The primary cohort of 2704 patients diagnosed with acute myocardial infarction in admission records from eICU-Collaborative Research Database (eICU-CRD) v2.0. Univariate logistic regression analysis and multivariate logistic regression analysis were enrolled for the construction of the predictive nomogram. Demographic factors, history of clinical cardiovascular disease, vital signs, the use of vasopressors, urine output, and serum variables in the first 24 hours were included in this analysis. The nomogram was evaluated by performance traits including Harrell's concordance index (C-index) and area under the receiver operating characteristic (AUC) analysis, calibration curve, and decision curve analysis (DCA). The nomogram was validated in a different cohort containing 1026 subjects collected from MIMIC-III Database v1.4. Finally, in order to compare the performance with other classic prediction models, AUC analysis, calibration curve, DCA and accuracy analysis (net reclassification improvement (NRI)) were conducted for three ICU scores in validated cohort. Results The nomogram revealed 14 predictors of the first 24 hours derived from univariate and multivariable analyses, including age, history of peripheral vascular disease, atrial fibrillation, cardiogenic shock and cardiac arrest, the use of norepinephrine, urine output, white blood cell (WBC), hemoglobin (Hb), red blood cell (RBC), red cell distribution width (RDW), glucose, bicarbonate and magnesium. The C-index of this nomogram was 0.834 (95% CI 0.812 to 0.856). Then, the result of AUC analysis, the DCA and calibration curve indicated that our nomogram was feasible for clinical prediction. The predictive ability and clinical use of the nomogram were verified in the validated cohort. The AUC analysis of ICU scores showed that the AUC of these score systems was ranged from 0.811 to 0.860 (the AUC of nomogram: 0.885). Moreover, our nomogram also showed a better performance in calibration curve and DCA NRI. Conclusion The study presents a prediction nomogram incorporating 14 variables that could help identify AMI patients admitted in ICU who might have a high risk of hospital mortality in the first hospitalized 24 hours. This nomogram showed a better performance than normal ICU score systems.
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Affiliation(s)
- Liao Tan
- Department of Cardiology, The Third Xiangya Hospital, Central South University Changsha, Hunan, People's Republic of China.,Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | - Qian Xu
- Department of Cardiovascular Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | - Ruizheng Shi
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
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15
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Raparelli V, Benea D, Nunez Smith M, Behlouli H, Murphy TE, D’Onofrio G, Pilote L, Dreyer RP. Impact of Race on the In-Hospital Quality of Care Among Young Adults With Acute Myocardial Infarction. J Am Heart Assoc 2021; 10:e021408. [PMID: 34431311 PMCID: PMC8649291 DOI: 10.1161/jaha.121.021408] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 04/23/2021] [Indexed: 11/16/2022]
Abstract
Background The extent to which race influences in-hospital quality of care for young adults (≤55 years) with acute myocardial infarction (AMI) is largely unknown. We examined racial disparities in in-hospital quality of AMI care and their impact on 1-year cardiac readmission. Methods and Results We used data from the VIRGO (Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients) study enrolling young Black and White US adults with AMI (2008-2012). An in-hospital quality of care score (QCS) was computed (standard AMI quality indicators divided by the total a patient is eligible for). Multivariable logistic regression was performed to identify factors associated with the lowest QCS tertile, including interactions between race and social determinants of health. Among 2846 young adults with AMI (median 48 years [interquartile range 44-52], 67.4% women, 18.8% Black race), Black individuals, especially women, exhibited a higher prevalence of cardiac risk factors and social determinants of health and were more likely to experience a non-ST-segment-elevation myocardial infarction than White individuals. Black individuals were more likely in the lowest QCS tertile than White individuals (40.8% versus 34.7%; P=0.003). The association between Black race and low QCS (odds ratio [OR], 1.25; 95% CI, 1.02-1.54) was attenuated by adjustment for confounders. Employment was independently associated with better QCS, especially among Black participants (OR, 0.76; 95% CI, 0.62-0.92; P-interaction=0.02). Black individuals experienced a higher rate of 1-year cardiac readmission (29.9% versus 20.0%; P<0.0001). Conclusions Black individuals with AMI received lower in-hospital quality of care and exhibited a higher rate of cardiac readmissions than White individuals. Black individuals had a lower quality of care if unemployed, highlighting the intersection of race and social determinants of health.
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Affiliation(s)
- Valeria Raparelli
- Department of Translational MedicineUniversity of FerraraFerraraItaly
- Faculty of NursingUniversity of AlbertaEdmontonAlbertaCanada
| | - Diana Benea
- Centre for Outcomes Research and EvaluationMcGill University Health Centre Research InstituteMontrealQCCanada
| | | | - Hassan Behlouli
- Centre for Outcomes Research and EvaluationMcGill University Health Centre Research InstituteMontrealQCCanada
| | - Terrence E. Murphy
- Program on AgingDepartment of Internal MedicineYale School of MedicineNew HavenCT
| | - Gail D’Onofrio
- Department of Emergency MedicineUniversity School of MedicineNew HavenCT
| | - Louise Pilote
- Centre for Outcomes Research and EvaluationMcGill University Health Centre Research InstituteMontrealQCCanada
- Divisions of Clinical Epidemiology and General Internal MedicineMcGill University Health Centre Research InstituteMontrealQCCanada
| | - Rachel P. Dreyer
- Department of Emergency MedicineUniversity School of MedicineNew HavenCT
- Center for Outcomes Research and EvaluationYale‐New Haven HospitalNew HavenCT
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16
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Ung L, Agarwala AV, Chodosh J. Achieving Racial Equity Within Medical Institutions: An Appeal for Action. Mayo Clin Proc 2021; 96:1401-1403. [PMID: 34088412 DOI: 10.1016/j.mayocp.2021.02.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 01/18/2021] [Accepted: 02/22/2021] [Indexed: 10/21/2022]
Affiliation(s)
- Lawson Ung
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA; Infectious Disease Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA; Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA
| | - Aalok V Agarwala
- Department of Anesthesiology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
| | - James Chodosh
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA; Infectious Disease Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA.
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17
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Virani SS, Alonso A, Aparicio HJ, Benjamin EJ, Bittencourt MS, Callaway CW, Carson AP, Chamberlain AM, Cheng S, Delling FN, Elkind MSV, Evenson KR, Ferguson JF, Gupta DK, Khan SS, Kissela BM, Knutson KL, Lee CD, Lewis TT, Liu J, Loop MS, Lutsey PL, Ma J, Mackey J, Martin SS, Matchar DB, Mussolino ME, Navaneethan SD, Perak AM, Roth GA, Samad Z, Satou GM, Schroeder EB, Shah SH, Shay CM, Stokes A, VanWagner LB, Wang NY, Tsao CW. Heart Disease and Stroke Statistics-2021 Update: A Report From the American Heart Association. Circulation 2021; 143:e254-e743. [PMID: 33501848 DOI: 10.1161/cir.0000000000000950] [Citation(s) in RCA: 3318] [Impact Index Per Article: 829.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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 2021 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, an enhanced focus on social determinants of health, adverse pregnancy outcomes, vascular contributions to brain health, the global burden of cardiovascular disease, and further evidence-based approaches to changing behaviors related to cardiovascular disease. RESULTS Each of the 27 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, policy makers, 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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18
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Tan L, Xu Q, Li C, Liu J, Shi R. High-Normal Serum Magnesium and Hypermagnesemia Are Associated With Increased 30-Day In-Hospital Mortality: A Retrospective Cohort Study. Front Cardiovasc Med 2021; 8:625133. [PMID: 33644132 PMCID: PMC7902876 DOI: 10.3389/fcvm.2021.625133] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 01/04/2021] [Indexed: 11/29/2022] Open
Abstract
Background: Magnesium, the fourth most abundant mineral nutrient in our body, plays a critical role in regulating ion channels and energy generation, intracardiac conduction, and myocardial contraction. In this study, we assessed the association of admission serum magnesium level with all-cause in-hospital mortality in critically ill patients with acute myocardial infarction (AMI). Methods: Clinical data were extracted from the eICU Collaborative Research Database (eICU-CRD). Only the data for the first intensive care unit (ICU) admission of each patient were used, and baseline data were extracted within 24 h after ICU admission. Logistic regression, Cox regression, and subgroup analyses were conducted to determine the relationship between admission serum magnesium level and 30-day in-hospital mortality in ICU patients with AMI. Results: A total of 9,005 eligible patients were included. In the logistic regression analysis, serum magnesium at 2.2 to ≤2.4 and >2.4 mg/dl levels were both significant predictors of all-cause in-hospital mortality in AMI patients. Moreover, serum magnesium of 2.2 to ≤2.4 mg/dl showed higher risk of in-hospital mortality than magnesium of >2.4 mg/dl (adjusted odds ratio, 1.63 vs. 1.39). The Cox regression analysis yielded similar results (adjusted hazard ratio, 1.36 vs. 1.25). Conclusions: High-normal serum magnesium and hypermagnesemia may be useful and easier predictors for 30-day in-hospital mortality in critically ill patients with AMI.
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Affiliation(s)
- Liao Tan
- Department of Cardiology, The Third Xiangya Hospital, Central South University, Changsha, China.,Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Qian Xu
- Department of Cardiovascular Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Chan Li
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Jie Liu
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Ruizheng Shi
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
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19
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Hammarlund N. Racial treatment disparities after machine learning surgical risk-adjustment. HEALTH SERVICES AND OUTCOMES RESEARCH METHODOLOGY 2021. [DOI: 10.1007/s10742-020-00231-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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20
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Nong P, Raj M, Creary M, Kardia SLR, Platt JE. Patient-Reported Experiences of Discrimination in the US Health Care System. JAMA Netw Open 2020; 3:e2029650. [PMID: 33320264 PMCID: PMC7739133 DOI: 10.1001/jamanetworkopen.2020.29650] [Citation(s) in RCA: 118] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 10/23/2020] [Indexed: 01/05/2023] Open
Abstract
Importance Although considerable evidence exists on the association between negative health outcomes and daily experiences of discrimination, less is known about such experiences in the health care system at the national level. It is critically necessary to measure and address discrimination in the health care system to mitigate harm to patients and as part of the larger ongoing project of responding to health inequities. Objectives To (1) identify the national prevalence of patient-reported experiences of discrimination in the health care system, the frequency with which they occur, and the main types of discrimination experienced and (2) examine differences in the prevalence of discrimination across demographic groups. Design, Setting, and Participants This cross-sectional national survey fielded online in May 2019 used a general population sample from the National Opinion Research Center's AmeriSpeak Panel. Surveys were sent to 3253 US adults aged 21 years or older, including oversamples of African American respondents, Hispanic respondents, and respondents with annual household incomes below 200% of the federal poverty level. Main Outcomes and Measures Analyses drew on 3 survey items measuring patient-reported experiences of discrimination, the primary types of discrimination experienced, the frequency with which they occurred, and the demographic and health-related characteristics of the respondents. Weighted bivariable and multivariable logistic regressions were conducted to assess associations between experiences of discrimination and several demographic and health-related characteristics. Results Of 2137 US adult respondents who completed the survey (66.3% response rate; unweighted 51.0% female; mean [SD] age, 49.6 [16.3] years), 458 (21.4%) reported that they had experienced discrimination in the health care system. After applying weights to generate population-level estimates, most of those who had experienced discrimination (330 [72.0%]) reported experiencing it more than once. Of 458 reporting experiences of discrimination, racial/ethnic discrimination was the most common type (79 [17.3%]), followed by discrimination based on educational or income level (59 [12.9%]), weight (53 [11.6%]), sex (52 [11.4%]), and age (44 [9.6%]). In multivariable analysis, the odds of experiencing discrimination were higher for respondents who identified as female (odds ratio [OR], 1.88; 95% CI, 1.50-2.36) and lower for older respondents (OR, 0.98; 95% CI, 0.98-0.99), respondents earning at least $50 000 in annual household income (OR, 0.76; 95% CI, 0.60-0.95), and those reporting good (OR, 0.59; 95% CI, 0.46-0.75) or excellent (OR, 0.41; 95% CI, 0.31-0.56) health compared with poor or fair health. Conclusions and Relevance The results of this study suggest that experiences of discrimination in the health care system appear more common than previously recognized and deserve considerable attention. These findings contribute to understanding of the scale at which interpersonal discrimination occurs in the US health care system and provide crucial evidence for next steps in assessing the risks and consequences of such discrimination. The findings also point to a need for further analysis of how interpersonal discrimination interacts with structural inequities and social determinants of health to build effective responses.
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Affiliation(s)
- Paige Nong
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor
| | - Minakshi Raj
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign
| | - Melissa Creary
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor
| | - Sharon L. R. Kardia
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor
| | - Jodyn E. Platt
- Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor
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21
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Disparities in Cardiovascular Care and Outcomes for Women From Racial/Ethnic Minority Backgrounds. CURRENT TREATMENT OPTIONS IN CARDIOVASCULAR MEDICINE 2020; 22:75. [PMID: 33223802 PMCID: PMC7669491 DOI: 10.1007/s11936-020-00869-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/05/2020] [Indexed: 12/14/2022]
Abstract
Purpose of review Racial, ethnic, and gender disparities in cardiovascular care are well-documented. This review aims to highlight the disparities and impact on a group particularly vulnerable to disparities, women from racial/ethnic minority backgrounds. Recent findings Women from racial/ethnic minority backgrounds remain underrepresented in major cardiovascular trials, limiting the generalizability of cardiovascular research to this population. Certain cardiovascular risk factors are more prevalent in women from racial/ethnic minority backgrounds, including traditional risk factors such as hypertension, obesity, and diabetes. Female-specific risk factors including gestational diabetes and preeclampsia as well as non-traditional psychosocial risk factors like depressive and anxiety disorders, increased child care, and familial and home care responsibility have been shown to increase risk for cardiovascular disease events in women more so than in men, and disproportionately affect women from racial/ethnic minority backgrounds. Despite this, minimal interventions to address differential risk have been proposed. Furthermore, disparities in treatment and outcomes that disadvantage minority women persist. The limited improvement in outcomes over time, especially among non-Hispanic Black women, is an area that requires further research and active interventions. Summary Understanding the lack of representation in cardiovascular trials, differential cardiovascular risk, and disparities in treatment and outcomes among women from racial/ethnic minority backgrounds highlights opportunities for improving cardiovascular care among this particularly vulnerable population.
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22
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Bortnick AE, Shahid M, Shitole SG, Park M, Broder A, Rodriguez CJ, Scheuer J, Faillace R, Kizer JR. Outcomes of ST-elevation myocardial infarction by age and sex in a low-income urban community: The Montefiore STEMI Registry. Clin Cardiol 2020; 43:1100-1109. [PMID: 33460205 PMCID: PMC7533997 DOI: 10.1002/clc.23412] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 06/02/2020] [Accepted: 06/11/2020] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES To compare outcomes by age and sex in race/ethnic minorities presenting with ST-elevation myocardial infarction (STEMI), as studies are limited. METHODS We studied sociodemographics, management, and outcomes in 1208 STEMI patients evaluated for primary percutaneous coronary intervention between 2008 and 2014 at Montefiore Health System (Bronx, NY). A majority of patients self-identified as nonwhite, and nearly two-thirds were young (<45 years) or middle-aged (45-64 years). RESULTS Risk factors varied significantly across age groups; with more women and non-Hispanic whites, hypertension, diabetes, dyslipidemia, prior cardiovascular disease, non-sinus rhythm, and collagen vascular disease in the older age group (≥65 years); and higher body mass index, smoking, cocaine use, human immunodeficiency virus (HIV) infection and family history of heart disease in the young. Younger women had lower summary socioeconomic scores than younger men. Middle-aged women had more obesity and dysmetabolism, while men had more heavy alcohol use. There was greater disease severity with increasing age; with higher cardiac biomarkers, 3-vessel disease, cardiogenic shock, and coronary artery bypass grafting. Older patients had higher rates of death and death or readmission over 4.3 (interquartile range 2.4, 6.0) years of follow-up. Middle-aged women had higher rates of death or any readmission than men, but these differences were not significant after adjustment. CONCLUSIONS These findings indicate a high burden of risk factors in younger adults with STEMI from an inner-city community. Programs to target sociobehavioral factors in disadvantaged settings, including substance abuse, obesity, and risk of HIV, are necessary to more effectively address health disparities in STEMI and its adverse consequences.
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Affiliation(s)
- Anna E. Bortnick
- Department of Medicine, Division of CardiologyMontefiore Medical Center and Albert Einstein College of MedicineBronxNew YorkUSA
| | - Muhammad Shahid
- Department of Medicine, Division of CardiologyMontefiore Medical Center and Albert Einstein College of MedicineBronxNew YorkUSA
| | - Sanyog G. Shitole
- Cardiology Section, San Francisco Veterans Affairs Health Care System, and Department of MedicineUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Michael Park
- Department of Medicine, Division of Cardiovascular MedicineUniversity of BuffaloBuffaloNew YorkUSA
| | - Anna Broder
- Department of Medicine, Division of RheumatologyMontefiore Medical Center and Albert Einstein College of MedicineBronxNew YorkUSA
| | - Carlos J. Rodriguez
- Department of Medicine, Division of CardiologyMontefiore Medical Center and Albert Einstein College of MedicineBronxNew YorkUSA
- Department of Epidemiology and BiostatisticsAlbert Einstein College of MedicineBronxNew YorkUSA
| | - James Scheuer
- Department of Medicine, Division of CardiologyMontefiore Medical Center and Albert Einstein College of MedicineBronxNew YorkUSA
| | - Robert Faillace
- NYC Health and Hospitals Jacobi Medical Center and North Central Bronx HospitalBronxNew YorkUSA
| | - Jorge R. Kizer
- Cardiology Section, San Francisco Veterans Affairs Health Care System, and Department of MedicineUniversity of California San FranciscoSan FranciscoCaliforniaUSA
- Department of Epidemiology and BiostatisticsUniversity of California San FranciscoSan FranciscoCaliforniaUSA
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23
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Gender-related differences after acute myocardial infarction: A major global health challenge. Int J Cardiol 2020; 311:18-19. [DOI: 10.1016/j.ijcard.2020.04.023] [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: 04/03/2020] [Accepted: 04/07/2020] [Indexed: 11/19/2022]
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Virani SS, Alonso A, Benjamin EJ, Bittencourt MS, Callaway CW, Carson AP, Chamberlain AM, Chang AR, Cheng S, Delling FN, Djousse L, Elkind MSV, Ferguson JF, Fornage M, Khan SS, Kissela BM, Knutson KL, Kwan TW, Lackland DT, Lewis TT, Lichtman JH, Longenecker CT, Loop MS, Lutsey PL, Martin SS, Matsushita K, Moran AE, Mussolino ME, Perak AM, Rosamond WD, Roth GA, Sampson UKA, Satou GM, Schroeder EB, Shah SH, Shay CM, Spartano NL, Stokes A, Tirschwell DL, VanWagner LB, Tsao CW. Heart Disease and Stroke Statistics-2020 Update: A Report From the American Heart Association. Circulation 2020; 141:e139-e596. [PMID: 31992061 DOI: 10.1161/cir.0000000000000757] [Citation(s) in RCA: 5114] [Impact Index Per Article: 1022.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND The American Heart Association, in conjunction with the National Institutes of Health, annually reports on 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 2020 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, metrics to assess and monitor healthy diets, an enhanced focus on social determinants of health, a focus on the global burden of cardiovascular disease, and further evidence-based approaches to changing behaviors, implementation strategies, and implications of the American Heart Association's 2020 Impact Goals. RESULTS Each of the 26 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, policy makers, media professionals, clinicians, healthcare administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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de Jager E, Levine AA, Udyavar NR, Burstin HR, Bhulani N, Hoyt DB, Ko CY, Weissman JS, Britt LD, Haider AH, Maggard-Gibbons MA. Disparities in Surgical Access: A Systematic Literature Review, Conceptual Model, and Evidence Map. J Am Coll Surg 2020; 228:276-298. [PMID: 30803548 DOI: 10.1016/j.jamcollsurg.2018.12.028] [Citation(s) in RCA: 111] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 12/13/2018] [Accepted: 12/13/2018] [Indexed: 01/17/2023]
Affiliation(s)
- Elzerie de Jager
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA; College of Medicine and Dentistry, James Cook University, Townsville, Queensland, Australia
| | - Adele A Levine
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | - N Rhea Udyavar
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | | | - Nizar Bhulani
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | | | - Clifford Y Ko
- American College of Surgeons, Chicago, IL; Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA; Department of Surgery, VA Greater Los Angeles Healthcare System, Los Angeles, CA
| | - Joel S Weissman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | - L D Britt
- Department of Surgery, Eastern Virginia Medical School, Norfolk, VA
| | - Adil H Haider
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | - Melinda A Maggard-Gibbons
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA.
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Shitole SG, Srinivas V, Berkowitz JL, Shah T, Park MJ, Herzig S, Christian A, Patel N, Xue X, Scheuer J, Kizer JR. Hyperglycaemia, adverse outcomes and impact of intravenous insulin therapy in patients presenting with acute ST-elevation myocardial infarction in a socioeconomically disadvantaged urban setting: The Montefiore STEMI Registry. Endocrinol Diabetes Metab 2020; 3:e00089. [PMID: 31922020 PMCID: PMC6947698 DOI: 10.1002/edm2.89] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 07/17/2019] [Accepted: 07/22/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Hyperglycaemia occurs frequently in ST-elevation myocardial infarction (STEMI) and is associated with poor outcomes, for which continuous insulin infusion therapy (CIIT) may be beneficial. Information is limited regarding hyperglycaemia in acute STEMI affecting urban minority populations, or how CIIT fares in such real-world settings. METHODS AND RESULTS We assembled an acute STEMI registry at an inner-city health system, focusing on patients with initial blood glucose ≥180 mg/dL to determine the impact of CIIT vs usual care. Clinical and outcomes data were added through linkage to electronic records. Inverse-probability-of-treatment weighting using propensity scores (PS) was used to compare CIIT vs no CIIT. The 1067 patients included were mostly Hispanic or African American; 356 had blood glucose ≥180 mg/dL. Such pronounced hyperglycaemia was related to female sex, minority race-ethnicity and lower socioeconomic score, and associated with increased death and death or CVD readmission. CIIT was preferentially used in patients with marked hyperglycaemia and was associated with in-hospital hypoglycaemia (21% vs 11%, P = .019) and, after PS weighting, with increased in-hospital (RR 3.23, 95% CI 0.94, 11.06) and 1-year (RR 2.26, 95% CI 1.02, 4.98) mortality. No significant differences were observed for death at 30 days or throughout follow-up, or death and readmission at any time point. CONCLUSIONS Pronounced hyperglycaemia was common and associated with adverse prognosis in this urban population. CIIT met with selective use and was associated with hypoglycaemia, together with increased mortality at specific time points. Given the burden of metabolic disease, particularly among race-ethnic minorities, assessing the benefits of CIIT is a prerogative that requires evaluation in large-scale randomized trials.
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Affiliation(s)
- Sanyog G. Shitole
- San Francisco Veterans Affairs Health Care System and University of California San FranciscoSan FranciscoCAUSA
| | | | | | | | | | - Samuel Herzig
- Montefiore Health SystemBronxNYUSA
- Albert Einstein College of MedicineBronxNYUSA
| | | | | | - Xiaonan Xue
- Albert Einstein College of MedicineBronxNYUSA
| | - James Scheuer
- Montefiore Health SystemBronxNYUSA
- Albert Einstein College of MedicineBronxNYUSA
| | - Jorge R. Kizer
- San Francisco Veterans Affairs Health Care System and University of California San FranciscoSan FranciscoCAUSA
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Benjamin EJ, Muntner P, Alonso A, Bittencourt MS, Callaway CW, Carson AP, Chamberlain AM, Chang AR, Cheng S, Das SR, Delling FN, Djousse L, Elkind MSV, Ferguson JF, Fornage M, Jordan LC, Khan SS, Kissela BM, Knutson KL, Kwan TW, Lackland DT, Lewis TT, Lichtman JH, Longenecker CT, Loop MS, Lutsey PL, Martin SS, Matsushita K, Moran AE, Mussolino ME, O'Flaherty M, Pandey A, Perak AM, Rosamond WD, Roth GA, Sampson UKA, Satou GM, Schroeder EB, Shah SH, Spartano NL, Stokes A, Tirschwell DL, Tsao CW, Turakhia MP, VanWagner LB, Wilkins JT, Wong SS, Virani SS. Heart Disease and Stroke Statistics-2019 Update: A Report From the American Heart Association. Circulation 2019; 139:e56-e528. [PMID: 30700139 DOI: 10.1161/cir.0000000000000659] [Citation(s) in RCA: 5558] [Impact Index Per Article: 926.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Outcomes by Gender and Ethnicity After Percutaneous Coronary Intervention. Am J Cardiol 2019; 123:1941-1948. [PMID: 31005238 DOI: 10.1016/j.amjcard.2019.03.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 03/03/2019] [Accepted: 03/14/2019] [Indexed: 01/05/2023]
Abstract
Limited data on gender differences by ethnicity after percutaneous coronary intervention (PCI) exist. In this prospective cohort study, we examined gender differences in 1-year outcomes among patients from 4 ethnic groups who underwent PCI from 2010 to 2016 at a tertiary center. The primary outcome was 1-year major adverse cardiovascular events (MACE) defined as composite of all-cause death, nonfatal myocardial infarction (MI), or target lesion revascularization. Secondary outcomes included composite of death or MI and individual components of MACE. Baseline characteristics and outcomes were compared between gender in each ethnic group. The study included 16,361 patients: 7,881 whites (26.1% women), 1,943 blacks (47.3% women), 2,621 Asians (22.6% women), and 3,916 Hispanics (39.3% women). Women were older with more co-morbidities than men. Unadjusted, women had higher incidence of 1-year MACE than men among whites and Asians but not blacks or Hispanics, which was driven by a greater incidence of death in white women and greater incidence of MI in Asian women compared with male counterparts. After adjustment, findings showed similar risk of 1-year MACE in women versus men in whites, Asians, and Hispanics (Whites: hazard ratio [HR] 0.95, 95% confidence interval [CI] 0.78 to 1.16; Asians: HR 1.14, 95% CI 0.77 to 1.67; Hispanics: HR 0.97, 95% CI 0.74 to 1.27). Black women had lower risk of 1-year MACE compared with black men (HR 0.67, 95% CI 0.46 to 0.97), driven by lower risk of death or MI. In conclusion, this study suggests that risk factors account for adverse events in women after PCI.
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Mehran R, Chandrasekhar J, Davis S, Nathan S, Hill R, Hearne S, Vismara V, Pyo R, Gharib E, Hawa Z, Chrysant G, Kandzari D, Underwood P, Allocco DJ, Batchelor W. Impact of Race and Ethnicity on the Clinical and Angiographic Characteristics, Social Determinants of Health, and 1-Year Outcomes After Everolimus-Eluting Coronary Stent Procedures in Women. Circ Cardiovasc Interv 2019; 12:e006918. [DOI: 10.1161/circinterventions.118.006918] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Roxana Mehran
- The Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY (R.M., J.C.)
| | - Jaya Chandrasekhar
- The Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY (R.M., J.C.)
- Box Hill Hospital, Monash University, Melbourne, Australia (J.C.)
| | - Scott Davis
- Interventional Cardiology, Baptist Hospital, Little Rock, AR (S.D.)
| | | | - Roger Hill
- Interventional Cardiology, St Bernards Heart and Vascular, Jonesboro, AR (R.H.)
| | - Steven Hearne
- Department of Cardiology, Delmarva Heart Research Foundation, Salisbury, MD (S.H.)
| | - Vince Vismara
- Department of Interventional Cardiology, Palmetto Health, Columbia, SC (V.V.)
| | - Robert Pyo
- Interventional Cardiology, Stony Brook Medicine and the Cardiac Catheterization Laboratories, Stony Brook University Hospital, NY (R.P.)
| | - Elie Gharib
- Department of Cardiovascular Disease, CAMC Clinical Trials Center, Charleston, WV (E.G.)
| | - Zafir Hawa
- Department of Interventional Cardiology, North Kansas City Hospital, MO (Z.H.)
| | - George Chrysant
- Department of Cardiology, INTEGRIS Baptist Medical Center, Oklahoma City (G.C.)
| | - David Kandzari
- Department of Interventional Cardiology, Piedmont Heart Institute, Atlanta, GA (D.K.)
| | - Paul Underwood
- Department of Interventional Cardiology, Boston Scientific Corporation, Marlborough, MA (P.U., D.J.A.)
| | - Dominic J. Allocco
- Department of Interventional Cardiology, Boston Scientific Corporation, Marlborough, MA (P.U., D.J.A.)
| | - Wayne Batchelor
- Interventional Heart Program, Inova Health System, Inova Heart & Vascular Institute, Falls Church, VA (W.B.)
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Desai R, Singh S, Fong HK, Goyal H, Gupta S, Zalavadia D, Doshi R, Savani S, Pancholy S, Sachdeva R, Kumar G. Racial and sex disparities in resource utilization and outcomes of multi-vessel percutaneous coronary interventions (a 5-year nationwide evaluation in the United States). Cardiovasc Diagn Ther 2019; 9:18-29. [PMID: 30881873 DOI: 10.21037/cdt.2018.09.02] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Background There is a paucity of data regarding the racial and sex disparities in the outcomes of multi-vessel percutaneous coronary interventions (MVPCI). Methods The National Inpatient Sample (NIS) was examined for the years 2010 to 2014 to incorporate adult MVPCI-related hospitalizations using International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) procedure codes. We excluded patients with the missing race or gender data from the final scrutiny. Discharge weights were used to obtain the national estimations. The principal outcomes were MVPCI-related racial and gender disparities in terms of the in-hospital mortality and complications, and diagnostic and therapeutic healthcare resource utilization. Secondary outcomes were the length of hospital stay (LOS) and hospitalization charges. We used the Chi-square test and t-test/ANOVA test to equate dichotomous and continuous variables respectively. A two-tailed P of <0.05 was considered clinically significant. Results An estimated 769,502 MVPCI-related hospitalizations were recorded from 2010 to 2014 after excluding patients with the missing data (70,954; 8.4%). Black male and female were the youngest (62±13, 64±14 years). The highest non-elective admissions (M: 72.8%, F: 71.2%) were reported among Hispanics. Non-whites showed a higher proportion of comorbidities with lower resource utilization than whites. Hispanic males (OR 1.23) showed the highest odds of the in-hospital mortality whereas among females, Asians (OR 1.51), blacks (OR 1.35), followed by Hispanics (OR 1.22) revealed higher odds of in-hospital mortality. Odds of cardiac complications were highest amongst Asians (M: OR 1.19, F: OR 1.40). Black (6±8 days) and Hispanic (7±9 days) showed the highest length of stay among males and females respectively. Total hospitalization charges were highest among Asians. There was a greater increase in the all-cause mortality in non-whites from 2010 to 2014. Conclusions This study determines the existence of racial disparities in resource utilization and outcomes in MVPCI. There is an instant need for interventions designed to govern these healthcare discrepancies.
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Affiliation(s)
- Rupak Desai
- Division of Cardiology, Atlanta VA Medical Center, Decatur, GA, USA
| | - Sandeep Singh
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Hee Kong Fong
- Department of Internal Medicine, University of Missouri-Columbia, Columbia, MO, USA
| | - Hemant Goyal
- Department of Internal Medicine, Mercer University School of Medicine, Macon, GA, USA
| | - Sonu Gupta
- Division of Cardiology, Andreas Gruentzig Cardiovascular Center, Emory University School of Medicine, Atlanta, GA, USA
| | - Dipen Zalavadia
- Department of Internal Medicine, The Wright Center for Graduate Medical Education, Scranton, PA, USA
| | - Rajkumar Doshi
- Department of Internal Medicine, University of Nevada School of Medicine, Reno, NV, USA
| | - Sejal Savani
- Department of Public Health, New York University, New York, NY, USA
| | - Samir Pancholy
- Department of Cardiovascular Medicine, The Wright Center for Graduate Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA, USA
| | - Rajesh Sachdeva
- Division of Cardiology, Morehouse School of Medicine, Atlanta, GA, USA.,Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA
| | - Gautam Kumar
- Division of Cardiology, Atlanta VA Medical Center, Decatur, GA, USA.,Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA
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Adigun RO, Boler AN, Mankad R. Disparities in Cardiac Care of Women: Current Data and Possible Solutions. CURRENT TREATMENT OPTIONS IN CARDIOVASCULAR MEDICINE 2018; 20:87. [PMID: 30242773 DOI: 10.1007/s11936-018-0688-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE OF REVIEW Cardiovascular disease remains the leading cause of death in women. The goal of this review is to address known disparities in cardiovascular care with regard to diagnosis and treatment of heart disease in women. RECENT FINDINGS Gender-specific differences in regard to the incidence, treatment, and outcomes of common cardiovascular pathology are increasingly recognized. Particular attention to ischemic heart disease, arrhythmia, congestive heart failure, and structural heart disease are reviewed in this article. There is a clear racial and ethnic discrepancy among women which is particularly concerning with a progressively diverse patient population. Medical and surgical treatment differences between men and women must be addressed by providers in order to optimize long-term outcomes among all patients. Understanding the unique cardiovascular risk profile and barriers to optimal treatment outcomes in women is imperative to eliminate the current disparities in cardiovascular disease.
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Affiliation(s)
- Rosalyn O Adigun
- Department of Cardiovascular Disease, 200 1st street SW, Rochester, MN, 55901, USA
| | - Amber N Boler
- Department of Cardiovascular Disease, 200 1st street SW, Rochester, MN, 55901, USA
| | - Rekha Mankad
- Department of Cardiovascular Disease, 200 1st street SW, Rochester, MN, 55901, USA.
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Chandrasekhar J, Gill A, Mehran R. Acute myocardial infarction in young women: current perspectives. Int J Womens Health 2018; 10:267-284. [PMID: 29922097 PMCID: PMC5995294 DOI: 10.2147/ijwh.s107371] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Acute myocardial infarction (AMI) is the leading cause of death in women worldwide. Every year, in the USA alone, more than 30,000 young women <55 years of age are hospitalized with AMI. In recent decades, the incidence of AMI is increasing in younger women in the context of increasing metabolic syndrome, diabetes mellitus, and non-traditional risk factors such as stress, anxiety, and depression. Although women are classically considered to present with atypical chest pain, several observational data confirm that men and women experience similar rates of chest pain, with some differences in intensity, duration, radiation, and the choice of descriptors. Women also experience more number of symptoms and more prodromal symptoms compared with men. Suboptimal awareness, sociocultural and financial reasons result in pre-hospital delays in women and lower rates of access to care with resulting undertreatment with guideline-directed therapies. Causes of AMI in young women include plaque-related MI, microvascular dysfunction or vasospasm, and spontaneous coronary artery dissection. Compared with men, women have greater in-hospital, early and late mortality, as a result of baseline comorbidities. Post-AMI women have lower referral to cardiac rehabilitation with more dropouts, lower levels of physical activity, and poorer improvements in health status compared with men, with higher inflammatory levels at 1-year from index presentation. Future strategies should focus on primary and secondary prevention, adherence, and post-AMI health-related quality of life. This review discusses the current evidence in the epidemiology, diagnosis, and treatment of AMI in young women.
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Affiliation(s)
- Jaya Chandrasekhar
- Department of Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Amrita Gill
- Department of Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY.,Saint Louis University, St Louis, MO, USA
| | - Roxana Mehran
- Department of Cardiology, Icahn School of Medicine at Mount Sinai, New York, NY
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Chen H, Shi L, Xue M, Wang N, Dong X, Cai Y, Chen J, Zhu W, Xu H, Meng Q. Geographic Variations in In‐Hospital Mortality and Use of Percutaneous Coronary Intervention Following Acute Myocardial Infarction in China: A Nationwide Cross‐Sectional Analysis. J Am Heart Assoc 2018. [PMCID: PMC6015409 DOI: 10.1161/jaha.117.008131] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Prevalence of acute myocardial infarction (AMI) is increasing in China, and AMI has become a major cause of mortality; however, information is very limited about the nationwide geographic and hospital variation in in‐hospital mortality (IHM) and the use of percutaneous coronary intervention (PCI) after AMI. Methods and Results From the Nationwide Hospital Discharge Database of China, we identified 242 866 adult admissions with AMI in 2015 from 1055 tertiary hospitals. We used multivariable logistic regressions to analyze the associations between geographic or hospital characteristics with IHM or PCI use. The national IHM rate was 4.71% (95% confidence interval, 4.62–4.79%). There was a greater risk of mortality in the Northeast (odds ratio [OR]: 1.86), West (OR: 1.73), South (OR: 1.32), and North (OR: 1.14) regions than in the East region of China. Non–teaching hospitals (OR: 1.18) and tertiary level B hospitals (OR: 1.06) were associated with higher IHM rates. The national PCI use rate was 45.3% (95% confidence interval, 45.1–45.5%). Compared with the East region of China, PCI use was lower in the Northeast (OR: 0.50), West (OR: 0.64), North (OR: 0.84), and South (OR: 0.88) regions. Non–teaching hospitals (OR: 0.83) and tertiary level B hospitals (OR: 0.55) were also associated with lower usage rates. There was a significant negative correlation between IHM and PCI use (r=−0.955), and IHM rates for patients with and without PCI both differed by geographic regions. Conclusions There were significant differences in IHM and PCI use among China's tertiary hospitals, linked to both geographic and hospital characteristics. More targeted intervention at national and regional levels is needed to improve access to effective health technologies and, eventually, outcomes following AMI.
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Affiliation(s)
- Hui Chen
- School of Biomedical Engineering, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing, China
| | - Lizheng Shi
- Department of Global Health Management and Policy, Tulane University, New Orleans, LA
| | - Ming Xue
- Centre for Health Statistics and Information, The National Health and Family Planning Commission of China, Beijing, China
| | - Ni Wang
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Xiao Dong
- School of Biomedical Informatics, The University of Texas Health Science Centre at Houston, TX
| | - Yue Cai
- Centre for Health Statistics and Information, The National Health and Family Planning Commission of China, Beijing, China
| | - Jieqing Chen
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Weiguo Zhu
- Department of Information Management, Department of General Internal Medicine, Peking Union Medical College Hospital Peking Union Medical College Chinese Academy of Medical Sciences, Beijing, China
| | - Hua Xu
- School of Biomedical Informatics, The University of Texas Health Science Centre at Houston, TX
| | - Qun Meng
- Centre for Health Statistics and Information, The National Health and Family Planning Commission of China, Beijing, China
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Benjamin EJ, Virani SS, Callaway CW, Chamberlain AM, Chang AR, Cheng S, Chiuve SE, Cushman M, Delling FN, Deo R, de Ferranti SD, Ferguson JF, Fornage M, Gillespie C, Isasi CR, Jiménez MC, Jordan LC, Judd SE, Lackland D, Lichtman JH, Lisabeth L, Liu S, Longenecker CT, Lutsey PL, Mackey JS, Matchar DB, Matsushita K, Mussolino ME, Nasir K, O'Flaherty M, Palaniappan LP, Pandey A, Pandey DK, Reeves MJ, Ritchey MD, Rodriguez CJ, Roth GA, Rosamond WD, Sampson UKA, Satou GM, Shah SH, Spartano NL, Tirschwell DL, Tsao CW, Voeks JH, Willey JZ, Wilkins JT, Wu JH, Alger HM, Wong SS, Muntner P. Heart Disease and Stroke Statistics-2018 Update: A Report From the American Heart Association. Circulation 2018; 137:e67-e492. [PMID: 29386200 DOI: 10.1161/cir.0000000000000558] [Citation(s) in RCA: 4629] [Impact Index Per Article: 661.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Benjamin EJ, Blaha MJ, Chiuve SE, Cushman M, Das SR, Deo R, de Ferranti SD, Floyd J, Fornage M, Gillespie C, Isasi CR, Jiménez MC, Jordan LC, Judd SE, Lackland D, Lichtman JH, Lisabeth L, Liu S, Longenecker CT, Mackey RH, Matsushita K, Mozaffarian D, Mussolino ME, Nasir K, Neumar RW, Palaniappan L, Pandey DK, Thiagarajan RR, Reeves MJ, Ritchey M, Rodriguez CJ, Roth GA, Rosamond WD, Sasson C, Towfighi A, Tsao CW, Turner MB, Virani SS, Voeks JH, Willey JZ, Wilkins JT, Wu JH, Alger HM, Wong SS, Muntner P. Heart Disease and Stroke Statistics-2017 Update: A Report From the American Heart Association. Circulation 2017; 135:e146-e603. [PMID: 28122885 PMCID: PMC5408160 DOI: 10.1161/cir.0000000000000485] [Citation(s) in RCA: 6215] [Impact Index Per Article: 776.9] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Edmund Anstey D, Li S, Thomas L, Wang TY, Wiviott SD. Race and Sex Differences in Management and Outcomes of Patients After ST-Elevation and Non-ST-Elevation Myocardial Infarct: Results From the NCDR. Clin Cardiol 2016; 39:585-595. [PMID: 27468142 DOI: 10.1002/clc.22570] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 06/03/2016] [Accepted: 06/06/2016] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Race and sex have been shown to affect management of myocardial infarction (MI); however, it is unclear if such disparities exist in contemporary care of ST-segment elevation myocardial infarction (STEMI) and non-ST-segment elevation myocardial infarction (NSTEMI). HYPOTHESIS Disparities in care will be less prevalent in more heavily protocol-driven management of STEMI than the less algorithmic care of NSTEMI. METHODS Data were collected from the ACTION Registry-GWTG database to assess care differences related to race and sex of patients presenting with NSTEMI or STEMI. For key treatments and outcomes, adjustments were made including patient demographics, baseline comorbidities, and markers of socioeconomic status. RESULTS Key demographic variables demonstrate significant differences in baseline comorbidities; black patients had higher incidences of hypertension and diabetes, and women more frequently had diabetes. With few exceptions, rates of acute and discharge medical therapy were similar by race in any sex category in both STEMI and NSTEMI populations. Rates of catheterization were similar by race for STEMI but not for NSTEMI, where both black men and women had lower rates of invasive therapy. Rates of revascularization were significantly lower for black patients in both the STEMI and NSTEMI groups regardless of sex. Rates of adverse events differed by sex, with disparities for death and major bleeding; after adjustment, rates were similar by race within sex comparisons. CONCLUSIONS In this contemporary cohort, although there are differences by race in presentation and management of MI, heavily protocol-driven processes seem to show fewer racial disparities.
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Affiliation(s)
- D Edmund Anstey
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, Massachusetts
| | - Shuang Li
- Cardiovascular Division, Department of Medicine, Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Laine Thomas
- Cardiovascular Division, Department of Medicine, Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Tracy Y Wang
- Cardiovascular Division, Department of Medicine, Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Stephen D Wiviott
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, Massachusetts.
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