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Kawatkar AA, Thokala P, Goodacre S, Baecker AS, Sharp AL, Redberg RF, Lee MS, Ferencik M, Sun BC. Cost-effectiveness of early noninvasive cardiac testing for suspected acute coronary syndrome. Acad Emerg Med 2025. [PMID: 40411283 DOI: 10.1111/acem.70066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 04/16/2025] [Accepted: 05/06/2025] [Indexed: 05/26/2025]
Abstract
BACKGROUND Early noninvasive cardiac testing (NIT) is often performed in the initial workup of patients who present to the emergency department (ED) with suspected acute coronary syndrome (ACS). Our study objective was to calculate the cost-effectiveness of adopting early NIT for risk stratification to avoid future nonfatal acute myocardial infarction (MI) or death. METHODS To obtain the incremental difference in cost and clinical outcomes, we first conducted a multicenter retrospective cohort study within the member population of the Kaiser Permanente Southern California integrated health care delivery system. We then adapted existing cost effectiveness models to generate long-term costs and quality-adjusted life-years (QALYs) gained by NIT. RESULTS The cohort included 89,387 patients (mean age 57 years, 58% female) and 19% received early NIT. Total cost was higher by $2357 (95% confidence interval [CI] $77 to $4821) for early NIT compared to no early NIT and was mainly due to the increased cost of the index ED visit. Early NIT was associated with lower composite risk of death/nonfatal MI (absolute risk difference -3.7%, 95% CI -4.4% to -3.01%) during a 1-year follow-up. From a payor's perspective, early NIT was cost-effective at $5268/QALYs. CONCLUSIONS In patients with suspected ACS evaluated in the ED, incorporation of early NIT was associated with an overall increase in cost of health care that was driven by increased cost of the initial ED visit. However, due to the significant clinical benefits, early NIT was cost-effective in the low- and intermediate-risk patients while it is a dominant strategy in high-risk patients saving cost and QALYs.
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Affiliation(s)
- Aniket A Kawatkar
- Research and Evaluation Department, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Praveen Thokala
- School of Health and Related Research (ScHARR), The University of Sheffield, Sheffield, UK
| | - Steve Goodacre
- School of Health and Related Research (ScHARR), The University of Sheffield, Sheffield, UK
| | - Aileen S Baecker
- Research and Evaluation Department, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Adam L Sharp
- Research and Evaluation Department, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Rita F Redberg
- Division of Cardiology, University of California, San Francisco, San Francisco, California, USA
| | - Ming-Sum Lee
- Division of Cardiology, Kaiser Permanente Southern California, Los Angeles Medical Center, Los Angeles, California, USA
| | - Maros Ferencik
- Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Benjamin C Sun
- Department of Emergency Medicine, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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2
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Martin JA, Zhang RS, Rhee AJ, Saxena A, Akindutire O, Maqsood MH, Genes N, Gollogly N, Smilowitz NR, Quinones-Camacho A. Real-World Clinical Impact of High-Sensitivity Troponin for Chest Pain Evaluation in the Emergency Department. J Am Heart Assoc 2025; 14:e039322. [PMID: 40240953 DOI: 10.1161/jaha.124.039322] [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: 10/08/2024] [Accepted: 03/04/2025] [Indexed: 04/18/2025]
Abstract
BACKGROUND High-sensitivity cardiac troponin (hs-cTnI) assays can quantify troponin concentrations with low limits of detection, potentially expediting and enhancing myocardial infarction diagnoses. This study investigates the real-world impact of hs-cTnI implementation on operational metrics and downstream cardiac services in patients presenting to the emergency department with chest pain. METHODS AND RESULTS We conducted a retrospective study of patients who presented to 3 emergency departments for chest pain and in whom ≥1 troponin concentration was measured. We compared outcomes from January 2021 to March 2022 (conventional cardiac troponin I [cTnI]) against outcomes from April 2022 to March 2023 (post-hs-cTnI implementation). The primary outcome was hospital length of stay. The study included 32 076 emergency department patient-visits (17 267 with cTnI, 14 809 with hs-cTnI). Implementation of hs-cTnI was associated with shorter median total length of stay (6.6 versus 6.0 hours, P [lt]0.001), shorter emergency department length of stay (5.5 versus 5.4 hours, P=0.039), and lower admission rates (32.6% versus 38.2%, adjusted odds ratio [aOR], 0.74 [95% CI, 0.69-0.79]; P [lt]0.0001). Hs-cTnI was also associated with lower odds of cardiology consultation (aOR, 0.91 [95% CI, 0.86-0.97]; P=0.004), echocardiography (aOR, 0.86 [95% CI, 0.82-0.91]; P [lt]0.001), stress tests (aOR, 0.74 [95% CI, 0.67-0.81]; P [lt]0.001), and invasive coronary angiography (aOR, 0.77 [95% CI, 0.70-0.83]; P [lt]0.001), but greater odds of computed tomography coronary angiography (aOR, 1.26 [95% CI, 1.01-1.56]; P=0.03) and percutaneous coronary intervention (aOR, 1.40 [95% CI, 1.20-1.63]; P [lt] 0.001) during the index encounter. CONCLUSION Implementation of the hs-cTnI assay was associated with reduced hospital admissions, shorter length of stay, and decreases in most downstream cardiac testing.
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Affiliation(s)
- Jacob A Martin
- Division of Cardiovascular Medicine New York University New York NY
- Department of Health Informatics NYU Grossman School of Medicine New York NY
| | - Robert S Zhang
- Division of Cardiology Weill Cornell Medicine New York NY
| | - Aaron J Rhee
- Department of Medicine NYU Grossman School of Medicine New York NY
| | - Archana Saxena
- Division of Cardiovascular Medicine New York University New York NY
- Department of Health Informatics NYU Grossman School of Medicine New York NY
| | - Olumide Akindutire
- Ronald O. Perelman Department of Emergency Medicine NYU Grossman School of Medicine New York NY
| | - M Haisum Maqsood
- Department of Cardiology, DeBakey Heart and Vascular Center Houston Methodist Hospital Houston TX
| | - Nicholas Genes
- Department of Health Informatics NYU Grossman School of Medicine New York NY
- Ronald O. Perelman Department of Emergency Medicine NYU Grossman School of Medicine New York NY
| | - Nathan Gollogly
- Department of Health Informatics NYU Grossman School of Medicine New York NY
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Wang H, Yao L, Hong Y, Zhang R. Associations of metal exposure with chest pain incidence and mortality in nonpregnant adults: Based on NHANES data. Medicine (Baltimore) 2025; 104:e41996. [PMID: 40388755 PMCID: PMC12091681 DOI: 10.1097/md.0000000000041996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 03/12/2025] [Indexed: 05/21/2025] Open
Abstract
Heavy metals are widespread environmental contaminants that have attracted considerable attention because of the potential human health risks. Heavy metals can lead to cardiovascular disease and chest pain is the most common precursor symptom. The study aimed to investigate the association between metal exposure and chest pain. This cross-sectional study used data obtained from the 2003 to 2012 National Health and Nutrition Examination Survey. Three metals: lead (Pb), cadmium (Cd), mercury (Hg) in the blood and ten metals: barium (Ba), Cd, cobalt (Co), cesium (Cs), molybdenum (Mo), Pb, antimony (Sb), thallium (Tl), tungsten (Tu), uranium (Ur) in the urine were studied. Using weighted logistic regression models, the relationship between the metal exposure and chest pain was investigated. The hazard ratios (HR) and 95% confidence intervals (95% CI) for all-cause mortality were calculated by weighted Cox proportional hazards models. By applying restricted cubic spline (RCS) analysis, we confirmed linear or nonlinear relationships between metal exposure and all-cause mortality. After adjusting for potential confounding factors, our study found a significant positive association between urinary Sb concentration and chest pain (quartile 4 vs quartile 1, odds ratio [OR] 1.55, 95% CI: 1.02-2.35, P = .042). Additionally, each 1-unit increase in blood Cd concentration was associated with a 22% increased risk of all-cause mortality (HR: 1.22, 95% CI: 1.01-1.48). Additionally, RCS analysis showed a nonlinear relationship between the urine Sb concentration and chest pain (P for nonlinear = .0009). A linear relationship was revealed between the urine Cd concentration and all-cause mortality in participants without chest pain (P for nonlinear = .0858). We observed higher odds of chest pain in participants with elevated urinary Sb concentrations, with those in the highest quartile of Sb concentration showing 55% increased odds of chest pain compared to the lowest quartile (OR: 1.55, 95% CI: 1.02-2.35, P = .042). Besides, urinary Sb concentration levels were significantly associated with chest pain. Cd concentration levels in the blood and urine were associated with all-cause mortality. This study explored the associations between metal exposure and chest pain incidence, as well as all-cause mortality. However, due to the cross-sectional design, causality cannot be established.
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Affiliation(s)
- Hanlin Wang
- Department of Thoracic Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Long Yao
- Department of Thoracic Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yuan Hong
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Renquan Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
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Krychtiuk KA, Sionis A. Development and external validation of a deep learning electrocardiogram model for risk stratification of coronary revascularization need in the emergency department. EUROPEAN HEART JOURNAL. ACUTE CARDIOVASCULAR CARE 2025; 14:240-242. [PMID: 40192550 DOI: 10.1093/ehjacc/zuaf058] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2025] [Accepted: 04/03/2025] [Indexed: 04/27/2025]
Affiliation(s)
- Konstantin A Krychtiuk
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Waehringerguertel 18-20, Vienna 1090, Austria
| | - Alessandro Sionis
- Intensive Cardiac Care Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, II-B Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain
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Brieger D, Cullen L, Briffa T, Zaman S, Scott I, Papendick C, Bardsley K, Baumann A, Bennett AS, Clark RA, Edelman JJ, Inglis SC, Kuhn L, Livori A, Redfern J, Schneider H, Stewart J, Thomas L, Wing-Lun E, Zhang L, Ho E, Matthews S. National Heart Foundation of Australia & Cardiac Society of Australia and New Zealand: Comprehensive Australian Clinical Guideline for Diagnosing and Managing Acute Coronary Syndromes 2025. Heart Lung Circ 2025; 34:309-397. [PMID: 40180468 DOI: 10.1016/j.hlc.2025.02.102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Accepted: 02/17/2025] [Indexed: 04/05/2025]
Affiliation(s)
- David Brieger
- Department of Cardiology, Concord Repatriation General Hospital, Sydney, NSW, Australia; Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Louise Cullen
- Emergency and Trauma Centre, Royal Brisbane and Woman's Hospital Health Service District, Metro North Health, Herston, Qld, Australia; School of Medicine, Faculty of Health, Queensland University of Technology, Brisbane, Qld, Australia
| | - Tom Briffa
- School of Population and Global Health, The University of Western Australia, Nedlands, WA, Australia
| | - Sarah Zaman
- Department of Cardiology, Westmead Hospital, Westmead, NSW, Australia; Westmead Applied Research Centre, The University of Sydney, Sydney, NSW, Australia
| | - Ian Scott
- Metro South Digital Health and Informatics, Qld, Australia; Centre for Health Services Research, The University of Queensland, Brisbane, Qld, Australia
| | - Cynthia Papendick
- Department of Emergency Medicine, The Royal Adelaide Hospital, Adelaide, SA, Australia
| | | | - Angus Baumann
- Department of Cardio-respiratory Medicine, Alice Springs Hospital, The Gap, NT, Australia
| | - Alexandra Sasha Bennett
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia; NSW Therapeutic Advisory Group, Sydney, NSW, Australia
| | - Robyn A Clark
- Caring Futures Institute, Flinders University, Bedford Park, SA, Australia
| | - J James Edelman
- Department of Cardiothoracic Surgery and Transplantation, Fiona Stanley Hospital, The University of Western Australia, Perth, WA, Australia
| | - Sally C Inglis
- Improving Palliative, Aged and Chronic Care through Clinical Research and Translation (IMPACCT), Faculty of Health, University of Technology Sydney, Sydney, NSW, Australia
| | - Lisa Kuhn
- School of Nursing, Midwifery and Paramedicine, Australian Catholic University, Fitzroy, Vic, Australia; Monash Emergency Research Collaborative, Monash Health, Clayton, Vic, Australia
| | - Adam Livori
- Grampians Health, Ballarat, Vic, Australia; Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, Vic, Australia
| | - Julie Redfern
- Institute for Evidence-Based Healthcare, Bond University, Gold Coast, Qld, Australia
| | - Hans Schneider
- Department of Pathology, Alfred Health, Melbourne, Vic, Australia; School of Public Health and Preventative Medicine, Monash University, Melbourne, Vic, Australia
| | - Jeanine Stewart
- The Prince Charles Hospital, Brisbane, Qld, Australia; School of Nursing and Midwifery, Griffith University, Qld, Australia
| | - Liza Thomas
- Department of Cardiology, Westmead Hospital, Westmead, NSW, Australia; Westmead Applied Research Centre, The University of Sydney, Sydney, NSW, Australia; Westmead Clinical School, The University of Sydney, Sydney, NSW, Australia; South West Sydney School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Edwina Wing-Lun
- Department of Cardiology, Royal Darwin Hospital, Darwin, NT, Australia
| | - Ling Zhang
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Elaine Ho
- National Heart Foundation of Australia
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Jia F, Wang M, Lv Q, Li D, Jiang H, Fu G, Zhang W. Application of the BOPPPS-CBL model in emergency chest pain management teaching for resident physicians: a randomized comparison. BMC MEDICAL EDUCATION 2025; 25:378. [PMID: 40082815 PMCID: PMC11907819 DOI: 10.1186/s12909-025-06939-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Accepted: 03/03/2025] [Indexed: 03/16/2025]
Abstract
BACKGROUND Chest pain is very common in emergency department. The management of chest pain is a priority for resident physicians. This study aimed to verify the teaching effects of the combination of bridge-in, objective, preassessment, participatory learning, post-assessment, and summary and case-based learning (BOPPPS-CBL) model in emergency chest pain management teaching for resident physicians. METHODS This randomized controlled trial study enrolled 118 resident physicians undergoing standardized training during their Cardiology Department rotation. They were randomized in two groups: traditional lecture-based learning (LBL) group and BOPPPS-CBL group. Pre-class test (30 points), post-class test (30 points), Mini clinical evaluation exercise (Mini-CEX), and direct observation of procedural skills (DOPS) were analyzed. The satisfaction of two teaching models and self-adjustment by two groups were further analyzed. RESULTS A total of 118 resident physicians were enrolled and the mean age was 26.96 years and 57.6% were males. There was no statistical difference in the pre-class test scores between two groups (17.03 ± 4.16 vs. 17.08 ± 3.87, P = 0.945). BOPPPS-CBL group's post-class test, Mini-CEX and DOPS total scores were significantly higher than those of the LBL group (all P < 0.05). Additionally, the satisfaction and self-adjustment ability of resident physicians in the BOPPPS-CBL group were significantly higher than those in the LBL group (all P < 0.05). CONCLUSION The BOPPPS-CBL model could be an effective teaching method in emergency chest pain management teaching for resident physicians.
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Affiliation(s)
- Fan Jia
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
- Zhejiang Key Laboratory of Cardiovascular Intervention and Precision Medicine, Hangzhou, 310000, China
| | - Min Wang
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
- Zhejiang Key Laboratory of Cardiovascular Intervention and Precision Medicine, Hangzhou, 310000, China
| | - Qingbo Lv
- Department of Cardiology, Fujian Medical University Union Hospital, Fuzhou, 350000, China
| | - Duanbin Li
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
- Zhejiang Key Laboratory of Cardiovascular Intervention and Precision Medicine, Hangzhou, 310000, China
| | - Hangpan Jiang
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
| | - Guosheng Fu
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
- Zhejiang Key Laboratory of Cardiovascular Intervention and Precision Medicine, Hangzhou, 310000, China
| | - Wenbin Zhang
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China.
- Zhejiang Key Laboratory of Cardiovascular Intervention and Precision Medicine, Hangzhou, 310000, China.
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Hewett Brumberg EK, Douma MJ, Alibertis K, Charlton NP, Goldman MP, Harper-Kirksey K, Hawkins SC, Hoover AV, Kule A, Leichtle S, McClure SF, Wang GS, Whelchel M, White L, Lavonas EJ. 2024 American Heart Association and American Red Cross Guidelines for First Aid. Circulation 2024; 150:e519-e579. [PMID: 39540278 DOI: 10.1161/cir.0000000000001281] [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] [Indexed: 11/16/2024]
Abstract
Codeveloped by the American Heart Association and the American Red Cross, these guidelines represent the first comprehensive update of first aid treatment recommendations since 2010. Incorporating the results of structured evidence reviews from the International Liaison Committee on Resuscitation, these guidelines cover first aid treatment for critical and common medical, traumatic, environmental, and toxicological conditions. This update emphasizes the continuous evolution of evidence evaluation and the necessity of adapting educational strategies to local needs and diverse community demographics. Existing guidelines remain relevant unless specifically updated in this publication. Key topics that are new, are substantially revised, or have significant new literature include opioid overdose, bleeding control, open chest wounds, spinal motion restriction, hypothermia, frostbite, presyncope, anaphylaxis, snakebite, oxygen administration, and the use of pulse oximetry in first aid, with the inclusion of pediatric-specific guidance as warranted.
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Rowe BH, Yang E, Doran S, Graham M, Van Diepen S, Raizman JE, Tsui AK. Implementation of a High-sensitivity Troponin Assay for Adult Patients Who Present to the Emergency Department With Chest Pain: The Role of Clinical Decision Support. CJC Open 2024; 6:1491-1500. [PMID: 39735952 PMCID: PMC11681359 DOI: 10.1016/j.cjco.2024.09.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 09/25/2024] [Indexed: 12/31/2024] Open
Abstract
Background The objective of this study was to assess the health outcomes for patients who present to the emergency department (ED) with cardiac chest pain after the implementation of an accelerated diagnostic protocol using a high-sensitivity troponin assay (hs-TnI). Methods This prospective before-after cohort study used population-based linked health administrative data for adult patients who presented to a Canadian urban ED with chest pain of suspected cardiac origin over a 2-year study period. The primary outcome was ED length of stay (LOS). Secondary outcomes included operational and clinical outcomes within 30 days of the index ED visit. Results During the study period, 4339 patients were included, with 2031 in the conventional troponin group and 2308 in the hs-TnI group. Overall, the median age was 56 years and 52% were male. The median ED LOS was reduced from 430 minutes to 400 minutes after protocol implementation (median difference, -30.0; 95% confidence interval, -47.8 to -12.3). For discharged patients who underwent serial troponin tests, the LOS was 89 minutes shorter (95% confidence interval, -110.8 to -67.2). The proportion of patients discharged increased from 73% to 78% after implementation (P = 0.0001). At 30 days, there were no differences in hospital readmission or major adverse event outcomes. Conclusions Using clinical decision support, the implementation of a new hs-TnI and accelerated diagnostic protocol was associated with shorter ED LOS and fewer hospitalizations for adult patients with chest pain who were assessed in the ED. These results suggest that the protocol is effective and safe in real-world clinical settings.
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Affiliation(s)
- Brian H. Rowe
- Department of Emergency Medicine, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Alberta, Canada
- School of Public Health, College of Health Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Esther Yang
- Department of Emergency Medicine, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Alberta, Canada
- The Alberta Strategy for Patient-Oriented Research Support Unit, Provincial Research Data Services, Alberta Health Services, Edmonton, Alberta, Canada
| | - Shandra Doran
- Department of Emergency Medicine, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Michelle Graham
- Mazankowski Heart Institute, Division of Cardiology, Department of Medicine, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Sean Van Diepen
- Mazankowski Heart Institute, Division of Cardiology, Department of Medicine, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Joshua E. Raizman
- Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Alberta, Canada
- Alberta Precision Laboratories, Edmonton, Alberta, Canada
| | - Albert K.Y. Tsui
- Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Alberta, Canada
- Alberta Precision Laboratories, Edmonton, Alberta, Canada
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9
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Greenberg SA, Cohen N, Shopen N, Mordechai RA, Zeltser D, Werthein J. Outcomes of ED chest pain visits: the prognostic value of negative but measurable high-sensitivity cardiac troponin (hs-cTn) levels. BMC Emerg Med 2024; 24:223. [PMID: 39592937 PMCID: PMC11600857 DOI: 10.1186/s12873-024-01128-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 11/05/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND Chest pain is a common condition in the emergency department (ED). High-sensitivity cardiac troponin (hs-cTn) assays are crucial for diagnosing acute coronary syndrome, but the implications of "negative but measurable" hs-cTn levels are not well understood. This study assesses the outcomes of patients with acute chest pain discharged from the ED based on their hs-cTn levels. METHODS This retrospective cohort study analyzed medical records of patients aged 18 and older presenting with chest pain to the Tel Aviv Sourasky Medical Center ED from 2017 to 2022. We compared patients with negative but measurable hs-cTn levels (3-50 ng/L) to those with very low hs-cTn levels (< 3 ng/L). Primary outcomes included 90- days coronary angiogram (CAG), and secondary outcomes were 7- days ED revisits, 14-days hospital admissions, and 30- days mortality. RESULTS Of 32,162 eligible patients, 23,297 had hs-cTn levels ≤ 50 ng/L. Patients with negative but measurable hs-cTn levels had higher rates of 90-days CAG (1.8% vs. 0.5%, p < 0.001), 7-day ED revisits (5.2% vs. 3.3%, p < 0.001), 14-day hospital admissions (3.1% vs. 0.9%, p < 0.001), and 30-day mortality (0.3% vs. 0.01%, p < 0.001) compared to those with very low hs-cTn levels. Independent predictors for 90 days CAG included age ≥ 57 years, male sex, and hs-cTn ≥ 3.5 ng/L. CONCLUSIONS Negative but measurable hs-cTn levels are linked to worse outcomes than very low hs-cTn levels in discharged ED patients. Closer follow-up and further cardiac evaluation may be warranted for these patients.
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Affiliation(s)
- Sharon A Greenberg
- Emergency Medicine Department, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, Affiliated to Tel Aviv University Faculty of Medicine, 6 Weizmann St., Tel Aviv, 6423906, Israel.
| | - Neta Cohen
- Pediatric Emergency Medicine Department, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, Affiliated to Tel Aviv University Faculty of Medicine, Tel Aviv, Israel
| | - Noa Shopen
- Emergency Medicine Department, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, Affiliated to Tel Aviv University Faculty of Medicine, 6 Weizmann St., Tel Aviv, 6423906, Israel
| | - Reut Aviv Mordechai
- Emergency Medicine Department, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, Affiliated to Tel Aviv University Faculty of Medicine, 6 Weizmann St., Tel Aviv, 6423906, Israel
| | - David Zeltser
- Emergency Medicine Department, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, Affiliated to Tel Aviv University Faculty of Medicine, 6 Weizmann St., Tel Aviv, 6423906, Israel
| | - Julieta Werthein
- Emergency Medicine Department, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, Affiliated to Tel Aviv University Faculty of Medicine, 6 Weizmann St., Tel Aviv, 6423906, Israel
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Palmer N, Pasumarthi T, O’Connell J, Lee B, Yu T, Kothapudi VN, Patel S, Morgan RL. Quality of undifferentiated chest pain evaluation and diagnosis guidelines: a systematic review and critical appraisal. JRSM Open 2024; 15:20542704241288955. [PMID: 39882330 PMCID: PMC11772255 DOI: 10.1177/20542704241288955] [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] [Indexed: 01/31/2025] Open
Abstract
Chest pain is a symptom that is potentially life-threatening and requires quick and accurate evaluations. This article describes the quality of guidelines related to the evaluation and diagnosis of acute, undifferentiated chest pain. After systematically evaluating existing guidelines, we found that there exists a wide variety of quality in these documents. Future documents that provide recommendations should utilize guideline evaluation tools during the creation process to ensure a high-quality product, regardless of document type.
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Affiliation(s)
- Nicole Palmer
- Evidence Foundation, Cleveland Heights, OH 44106, USA
- Weill Cornell Medical College, New York, NY 10075, USA
| | - Tejanth Pasumarthi
- Evidence Foundation, Cleveland Heights, OH 44106, USA
- Faculty of Science, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Joe O’Connell
- Rose-Hulman Institute of Technology, Terre Haute, IN 47803, USA
| | - Brandon Lee
- Department of Biological Engineering, Massachusetts Institute of Technology, Boston, MA 02139, USA
| | - Tiffany Yu
- Evidence Foundation, Cleveland Heights, OH 44106, USA
- Faculty of Health Sciences, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Venkata Neelima Kothapudi
- Evidence Foundation, Cleveland Heights, OH 44106, USA
- Bronxcare Health Systems, The Bronx, NY 10457, USA
| | - Shama Patel
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Rebecca L. Morgan
- Evidence Foundation, Cleveland Heights, OH 44106, USA
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON L8S 4L8, Canada
- School of Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
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Qamar N, Sial JA, Sagir T, Hussain Z, Shah AZ, Khan K, Shah JA, Karim M, Kumari S, Khan S, Bhatti S, Hakeem A. Advancing acute MI care in densely populated low- and middle-income countries (LMICs): innovative stand-alone chest pain units for expedited triage and timely management. THE LANCET REGIONAL HEALTH. SOUTHEAST ASIA 2024; 30:100488. [PMID: 39411521 PMCID: PMC11474207 DOI: 10.1016/j.lansea.2024.100488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 08/14/2024] [Accepted: 09/16/2024] [Indexed: 10/19/2024]
Abstract
Background The incidence of myocardial infarction (MI) and its adverse effects on health and mortality remain high in densely populated low- and middle-income countries (LMICs). To address the issue of densely populated areas and timely access to primary PCI, chest pain units (CPUs) were deployed at strategic locations in Karachi, with a populace of over 23 million people. This study describes the results of this initiative in expediting MI care. Methods Between 2017 and 2023, 18 CPUs, each with a cardiologist, technician, ECG machine, crash cart and an ambulance were placed in high density areas. Findings A total of 915,564 patients were seen at 18 CPUs over the study period. 692,444 (75.6%) were categorized as non-cardiac and subsequently discharged. 223,120 (24.6%) patients were directed for additional care. Of these, 9% had ST elevation myocardial infarction (STEMI) (19, 580), 29% NSTE ACS/Unstable angina, and 31% with various other cardiac conditions. Additionally, 31% were referred for medical outpatient evaluation. CPU inception led to a significant annual growth (16-20%) in primary PCI procedures at NICVD, totaling 20,000 by 2022-2023. The median first medical contact to device time was 100 min (IQR 80-135), while total ischemic was 232 min (IQR: 172-315; 5th -95th %le: 50-920). The overall in-hospital mortality rate for patients undergoing primary PCI was 5.58%, with a range between 5.1% and 6.9% through the study period. Interpretation Novel standalone chest pain units, operational from 2017 in Karachi, Pakistan, have expedited triage and enhanced the timely management of AMI. This initiative's transformative impact presents a model that resonates beyond borders, serving as a role model for global healthcare systems. Funding The CPU and primary PCI program is fully funded by the government of Sindh. No specific funding was allocated for this study.
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Affiliation(s)
- Nadeem Qamar
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Jawaid A. Sial
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Tahir Sagir
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Zair Hussain
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Ali Zain Shah
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Kamran Khan
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Jehangir Ali Shah
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Musa Karim
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Shueeta Kumari
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Sohail Khan
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Sabha Bhatti
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
| | - Abdul Hakeem
- National Institute of Cardiovascular Diseases, Rafiqui Shaheed Road, Karachi, Pakistan
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Verardi R, Iannopollo G, Casolari G, Nobile G, Capecchi A, Bruno M, Lanzilotti V, Casella G. Management of Acute Coronary Syndrome in Elderly Patients: A Narrative Review through Decisional Crossroads. J Clin Med 2024; 13:6034. [PMID: 39457985 PMCID: PMC11508245 DOI: 10.3390/jcm13206034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 10/01/2024] [Accepted: 10/02/2024] [Indexed: 10/28/2024] Open
Abstract
Diagnosis and treatment of acute coronary syndrome (ACS) pose particular challenges in elderly patients. When high troponin levels are detected, the distinction between non-ischemic myocardial injury (NIMI), type 1, and type 2 myocardial infarction (MI) is the necessary first step to guide further care. However, the assessment of signs of ischemia is hindered in older patients, and no simple clinical or laboratory tool proved useful in this discrimination task. Current evidence suggests a benefit of an invasive vs. conservative approach in terms of recurrence of MI, with no significant impact on mortality. In patients with multivessel disease in which the culprit lesion has been treated, a physiology-guided complete percutaneous revascularization significantly reduced major events. The management of ACS in elderly patients is an example of the actual need for a multimodal, thorough clinical approach, coupled with shared decision-making, in order to ensure the best treatment and avoid futility. Such a need will likely grow throughout the next decades, with the aging of the world population. In this narrative review, we address pivotal yet common questions arising in clinical practice while caring for elderly patients with ACS.
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Affiliation(s)
- Roberto Verardi
- Ospedale Maggiore Carlo Alberto Pizzardi, Largo Nigrisoli 2, 40133 Bologna, Italy; (G.I.); (G.N.); (A.C.); (M.B.); (V.L.); (G.C.)
| | - Gianmarco Iannopollo
- Ospedale Maggiore Carlo Alberto Pizzardi, Largo Nigrisoli 2, 40133 Bologna, Italy; (G.I.); (G.N.); (A.C.); (M.B.); (V.L.); (G.C.)
| | - Giulia Casolari
- Cardiovascular Institute, Azienda Ospedaliero-Universitaria di Ferrara, Via Aldo Moro 8, 44124 Cona, Italy
| | - Giampiero Nobile
- Ospedale Maggiore Carlo Alberto Pizzardi, Largo Nigrisoli 2, 40133 Bologna, Italy; (G.I.); (G.N.); (A.C.); (M.B.); (V.L.); (G.C.)
| | - Alessandro Capecchi
- Ospedale Maggiore Carlo Alberto Pizzardi, Largo Nigrisoli 2, 40133 Bologna, Italy; (G.I.); (G.N.); (A.C.); (M.B.); (V.L.); (G.C.)
| | - Matteo Bruno
- Ospedale Maggiore Carlo Alberto Pizzardi, Largo Nigrisoli 2, 40133 Bologna, Italy; (G.I.); (G.N.); (A.C.); (M.B.); (V.L.); (G.C.)
| | - Valerio Lanzilotti
- Ospedale Maggiore Carlo Alberto Pizzardi, Largo Nigrisoli 2, 40133 Bologna, Italy; (G.I.); (G.N.); (A.C.); (M.B.); (V.L.); (G.C.)
| | - Gianni Casella
- Ospedale Maggiore Carlo Alberto Pizzardi, Largo Nigrisoli 2, 40133 Bologna, Italy; (G.I.); (G.N.); (A.C.); (M.B.); (V.L.); (G.C.)
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13
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Yin X, Pan X, Zhang J, Wu S, Cui W, Wang Y, Li C, Wang J, Chen Y. Impact of admission glucose and 30-day major adverse cardiovascular events on patients with chest pain in an emergency setting: insights from the China EMPACT registry. Front Cardiovasc Med 2024; 11:1367704. [PMID: 39444552 PMCID: PMC11496057 DOI: 10.3389/fcvm.2024.1367704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 09/23/2024] [Indexed: 10/25/2024] Open
Abstract
Objective Although the association between admission glucose (AG) and major adverse cardiac events (MACE) is well-documented, its relationship with 30-day MACE in patients presenting with cardiac chest pain remains unclarified. In light of this, this study aims to examine the correlation between AG levels and the incidence of MACE in patients with chest pain in an emergency setting. Materials and methods We consecutively enrolled patients who presented to the emergency department for chest pain symptoms within 24 h from the EMPACT cohort in Eastern China (clinicaltrials.gov, Identifier: NCT02536677). The primary outcome was 30-day MACE, including all-cause death, recurrent myocardial infarction, urgent target vessel revascularization, stroke, cardiogenic shock, and cardiac arrest (CA). The associations of AG levels with 30-day MACE were analyzed using Kaplan-Meier analysis and Cox regression models. Results Among 1,705 patients who were included in this study, 154 (9.03%) patients met the primary outcome at 30 days. The average age of the patients was 65.23 ± 12.66 years, with 1,028 (60.29%) being male and 500 (29.33%) having diabetes. The median AG levels were 7.60 mmol/L (interquartile range: 6.30-10.20). Kaplan-Meier survival analysis revealed significant differences in the 30-day MACE risk (P < 0.001 according to the log-rank test). We found that the highest AG level (Q4) was associated with increased MACE risk compared with the lowest AG level [adjusted hazard radio (aHR): 2.14; 95% confidence interval (CI): 1.2-3.815; P = 0.010]. In addition, Q4 level was also associated with increased all-cause death risk (aHR: 3.825; 95% CI: 1.613-9.07; P = 0.002) and increased CA risk (aHR: 3.14; 95% CI: 1.251-7.884; P = 0.015). Conclusions An elevated AG level significantly correlates with a higher incidence of 30-day MACE in patients with acute chest pain. The findings reveal the importance of managing AG levels to potentially reduce the risk of adverse cardiac events.
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Affiliation(s)
- Xinxin Yin
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Xin Pan
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Jingyu Zhang
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Shuo Wu
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Weikai Cui
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Yuting Wang
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Chuanbao Li
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Jiali Wang
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Yuguo Chen
- Department of Emergency and Chest Pain Center, Qilu Hospital of Shandong University, Jinan, China
- Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Department of Cardiology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
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14
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Miller J, Cook B, Gandolfo C, Mills NL, Mahler S, Levy P, Parikh S, Krupp S, Nour K, Klausner H, Gindi R, Lewandowski A, Hudson M, Perrotta G, Zweig B, Lanfear D, Kim H, Dangoulian S, Tang A, Todter E, Khan A, Keerie C, Bole S, Nasseredine H, Oudeif A, Abou Asala E, Mohammed M, Kazem A, Malette K, Singh-Kucukarslan G, Xu N, Wittenberg S, Morton T, Gunaga S, Affas Z, Tabbaa K, Desai P, Alsaadi A, Mahmood S, Schock A, Konowitz N, Fuchs J, Joyce K, Shamoun L, Babel J, Broome A, Digiacinto G, Shaheen E, Darnell G, Muller G, Heath G, Bills G, Vieder J, Rockoff S, Kim B, Colucci A, Plemmons E, McCord J. Rapid Acute Coronary Syndrome Evaluation Over One Hour With High-Sensitivity Cardiac Troponin I: A United States-Based Stepped-Wedge, Randomized Trial. Ann Emerg Med 2024; 84:399-408. [PMID: 38888531 DOI: 10.1016/j.annemergmed.2024.04.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 04/17/2024] [Accepted: 04/19/2024] [Indexed: 06/20/2024]
Abstract
STUDY OBJECTIVE The real-world effectiveness and safety of a 0/1-hour accelerated protocol using high-sensitivity cardiac troponin (hs-cTn) to exclude myocardial infarction (MI) compared to routine care in the United States is uncertain. The objective was to compare a 0/1-hour accelerated protocol for evaluation of MI to a 0/3-hour standard care protocol. METHODS The RACE-IT trial was a stepped-wedge, randomized trial across 9 emergency departments (EDs) that enrolled 32,609 patients evaluated for possible MI from July 2020 through April 2021. Patients undergoing high-sensitivity cardiac troponin I testing with concentrations less than or equal to 99th percentile were included. Patients who had MI excluded by the 0/1-hour protocol could be discharged from the ED. Patients in the standard care protocol had 0- and 3-hour troponin testing and application of a modified HEART score to be eligible for discharge. The primary endpoint was the proportion of patients discharged from the ED without 30-day death or MI. RESULTS There were 13,505 and 19,104 patients evaluated in the standard care and accelerated protocol groups, respectively, of whom 19,152 (58.7%) were discharged directly from the ED. There was no significant difference in safe discharges between standard care and the accelerated protocol (59.5% vs 57.8%; adjusted odds ratio (aOR)=1.05, 95% confidence interval [CI] 0.95 to 1.16). At 30 days, there were 90 deaths or MIs with 38 (0.4%) in the standard care group and 52 (0.4%) in the accelerated protocol group (aOR=0.84, 95% CI 0.43 to 1.68). CONCLUSION A 0/1-hour accelerated protocol using high-sensitivity cardiac troponin I did not lead to more safe ED discharges compared with standard care.
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Affiliation(s)
| | | | - Chaun Gandolfo
- Heart and Vascular Institute Henry Ford Health, Detroit, MI
| | | | - Simon Mahler
- Wake Forest University School of Medicine Winston-Salem, NC
| | - Phillip Levy
- Wayne State University School of Medicine, Detroit, MI
| | - Sachin Parikh
- Heart and Vascular Institute Henry Ford Health, Detroit, MI
| | | | - Khaled Nour
- Heart and Vascular Institute Henry Ford Health, Detroit, MI
| | | | - Ryan Gindi
- Heart and Vascular Institute Henry Ford Health, Detroit, MI
| | | | - Michael Hudson
- Heart and Vascular Institute Henry Ford Health, Detroit, MI
| | | | - Bryan Zweig
- Heart and Vascular Institute Henry Ford Health, Detroit, MI
| | - David Lanfear
- Heart and Vascular Institute Henry Ford Health, Detroit, MI
| | - Henry Kim
- Heart and Vascular Institute Henry Ford Health, Detroit, MI
| | | | - Amy Tang
- Henry Ford Hospital, Detroit, MI
| | | | | | | | | | | | | | | | | | | | | | | | - Nicole Xu
- Wayne State University School of Medicine, Detroit, MI
| | | | | | | | - Ziad Affas
- Henry Ford Macomb Hospital, Clinton Township, MI
| | | | - Parth Desai
- Wayne State University School of Medicine, Detroit, MI
| | | | | | | | | | | | | | - Lance Shamoun
- Wake Forest University School of Medicine Winston-Salem, NC
| | - Jacob Babel
- The Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Andrew Broome
- Wake Forest University School of Medicine Winston-Salem, NC
| | | | | | | | | | | | - Gust Bills
- Henry Ford West Bloomfield Hospital, West Bloomfield, MI, USA
| | | | - Steven Rockoff
- Henry Ford West Bloomfield Hospital, West Bloomfield, MI, USA
| | - Brian Kim
- Henry Ford Allegiance Hospital, Jackson, MI
| | | | | | - James McCord
- Heart and Vascular Institute Henry Ford Health, Detroit, MI.
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15
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Hinson JS, Taylor RA, Venkatesh A, Steinhart BD, Chmura C, Sangal RB, Levin SR. Accelerated Chest Pain Treatment With Artificial Intelligence-Informed, Risk-Driven Triage. JAMA Intern Med 2024; 184:1125-1127. [PMID: 39037785 PMCID: PMC11264065 DOI: 10.1001/jamainternmed.2024.3219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 05/23/2024] [Indexed: 07/24/2024]
Abstract
This quality improvement study evaluates the use of artificial intelligence to accelerate triage of patients presenting to the emergency department with chest pain.
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Affiliation(s)
- Jeremiah S. Hinson
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Malone Center for Engineering in Healthcare, Johns Hopkins University Whiting School of Engineering, Baltimore, Maryland
- Beckman Coulter Diagnostics, Brea, California
| | - R. Andrew Taylor
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut
- Department of Biomedical Informatics and Data Science, Yale University School of Medicine, New Haven, Connecticut
| | - Arjun Venkatesh
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut
| | | | - Christopher Chmura
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Rohit B. Sangal
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Scott R. Levin
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Malone Center for Engineering in Healthcare, Johns Hopkins University Whiting School of Engineering, Baltimore, Maryland
- Beckman Coulter Diagnostics, Brea, California
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16
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Perpetua EM, Palmer R, Le VT, Al-Khatib SM, Beavers CJ, Beckman JA, Bozkurt B, Coylewright M, Lloyd Doherty C, Guibone KA, Hawkey M, Keegan PA, Kirkpatrick JN, Laperle J, Lauck SB, Levine G, Lindman BR, Mack MJ, Price AL, Strong S, Wyman JF, Youmans QR, Gulati M. JACC: Advances Expert Panel Perspective: Shared Decision-Making in Multidisciplinary Team-Based Cardiovascular Care. JACC. ADVANCES 2024; 3:100981. [PMID: 39130036 PMCID: PMC11312306 DOI: 10.1016/j.jacadv.2024.100981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 01/25/2024] [Accepted: 02/28/2024] [Indexed: 08/13/2024]
Abstract
Shared decision-making (SDM) and multidisciplinary team-based care delivery are recommended across several cardiology clinical practice guidelines. However, evidence for benefit and guidance on implementation are limited. Informed consent, the use of patient decision aids, or the documentation of these elements for governmental or societal agencies may be conflated as SDM. SDM is a bidirectional exchange between experts: patients are the experts on their goals, values, and preferences, and clinicians provide their expertise on clinical factors. In this Expert Panel perspective, we review the current state of SDM in team-based cardiovascular care and propose best practice recommendations for multidisciplinary team implementation of SDM.
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Affiliation(s)
- Elizabeth M. Perpetua
- Empath Health Services, Seattle, Washington, USA
- School of Nursing, Department of Biobehavioral Nursing and Informatics, University of Washington, Seattle, Washington, USA
| | - Roseanne Palmer
- Dartmouth Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - Viet T. Le
- Intermountain Health, Salt Lake City, Utah, USA
| | - Sana M. Al-Khatib
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Craig J. Beavers
- University of Kentucky College of Pharmacy, Lexington, Kentucky, USA
| | - Joshua A. Beckman
- Southwestern Medical Center, University of Texas, Dallas, Texas, USA
| | | | | | | | | | - Marian Hawkey
- Hackensack University Medical Center, Heart and Vascular Hospital, Hackensack, New Jersey, USA
| | - Patricia A. Keegan
- Columbia University Irving Medical Center, Center of Interventional Therapy, New York, New York, USA
| | - James N. Kirkpatrick
- Emory Healthcare, Heart and Vascular, Atlanta, Georgia, USA
- Departments of Medicine and Bioethics and Humanities, Division of Cardiology, University of Washington, Seattle, Washington, USA
| | - Jessica Laperle
- Dartmouth Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - Sandra B. Lauck
- University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Brian R. Lindman
- Vanderbilt University Medical Center, Division of Cardiovascular Medicine, Nashville, Tennessee, USA
| | | | | | | | - Janet F. Wyman
- Department of Structural Heart, Division of Cardiovascular Medicine, Henry Ford health System, Detroit, Michigan, USA
| | - Quentin R. Youmans
- Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Martha Gulati
- Preventive Cardiology, Barbra Streisand Women's Heart Center, Preventive and Cardiac Rehabilitation Center, Women's Cardiovascular Medicine & Research, Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, California, USA
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17
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Hétu MF, Brooks SC, Chan W, Herr JE, Sivilotti MLA, O'Callaghan N, Latiu V, Newbigging J, Day AG, Norman PA, Hill B, Johri AM. HEART + score: integrating carotid ultrasound to chest pain assessment in the emergency department. CAN J EMERG MED 2024; 26:482-487. [PMID: 38789886 DOI: 10.1007/s43678-024-00711-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 04/27/2024] [Indexed: 05/26/2024]
Abstract
OBJECTIVES The HEART score is a clinical decision tool that stratifies patients into categories of low, moderate, and high-risk of major adverse cardiac events in the emergency department (ED) but cannot identify underlying cardiovascular disease in patients without prior history. The presence of atherosclerosis can easily be detected at the bedside using carotid ultrasound. Plaque quantification is well established, and plaque composition can be assessed using ultrasound grayscale pixel distribution analysis. This study aimed to determine whether carotid plaque burden and/or composition correlated with risk of events and could improve the sensitivity of the HEART score in risk stratifying ED patients with chest pain. METHODS The HEART score was calculated based on history, electrocardiogram, age, risk factors, and initial troponin in patients presenting to the ED with chest pain (n = 321). Focused carotid ultrasound was performed, and maximum plaque height and total plaque area were used to determine plaque burden (quantity). Plaque composition (% blood, fat, muscle, fibrous, calcium-like tissue) was assessed by pixel distribution analysis. RESULTS Carotid plaque height and area increased with HEART score (p < 0.0001). Carotid plaque % fibrous and % calcium also increased with HEART score. The HEART score had a higher area under the curve (AUC = 0.84) in predicting 30-day events compared to the plaque variables alone (AUCs < 0.70). Integrating plaque quantity into the HEART score slightly increased test sensitivity (62-69%) for 30-day events and reclassified 11 moderate-risk participants to high-risk (score 7-10). CONCLUSION Plaque burden with advanced composition features (fibrous and calcium) was associated with increased HEART score. Integrating plaque assessment into the HEART score identified subclinical atherosclerosis in moderate-risk patients.
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Affiliation(s)
- Marie-France Hétu
- Department of Medicine, Division of Cardiology, Cardiovascular Imaging Network at Queen's University, Kingston, ON, Canada
| | - Steven C Brooks
- Department of Emergency Medicine, Queen's University, Kingston, ON, Canada
- Department of Public Health Sciences, Queen's University, Kingston, ON, Canada
| | - Winnie Chan
- Department of Medicine, Division of Cardiology, Cardiovascular Imaging Network at Queen's University, Kingston, ON, Canada
| | - Julia E Herr
- Department of Medicine, Division of Cardiology, Cardiovascular Imaging Network at Queen's University, Kingston, ON, Canada
| | - Marco L A Sivilotti
- Department of Emergency Medicine, Queen's University, Kingston, ON, Canada
- Kingston General Health Research Institute, Kingston Health Sciences Center, Kingston, ON, Canada
| | - Nicole O'Callaghan
- Department of Emergency Medicine, Queen's University, Kingston, ON, Canada
| | | | - Joseph Newbigging
- Department of Emergency Medicine, Queen's University, Kingston, ON, Canada
- Kingston General Health Research Institute, Kingston Health Sciences Center, Kingston, ON, Canada
| | - Andrew G Day
- Department of Public Health Sciences, Queen's University, Kingston, ON, Canada
- Kingston General Health Research Institute, Kingston Health Sciences Center, Kingston, ON, Canada
| | - Patrick A Norman
- Department of Public Health Sciences, Queen's University, Kingston, ON, Canada
- Kingston General Health Research Institute, Kingston Health Sciences Center, Kingston, ON, Canada
| | - Braeden Hill
- Department of Medicine, Division of Cardiology, Cardiovascular Imaging Network at Queen's University, Kingston, ON, Canada
| | - Amer M Johri
- Department of Medicine, Division of Cardiology, Cardiovascular Imaging Network at Queen's University, Kingston, ON, Canada.
- Kingston General Health Research Institute, Kingston Health Sciences Center, Kingston, ON, Canada.
- Department of Medicine, Queen's University, Kingston, ON, Canada.
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18
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Settelmeier S, Steven S, Post F, Ahrens I, Giannitsis E, Breuckmann F. New categorization of chest pain: noncardiac is in, atypical is out! Herz 2024; 49:181-184. [PMID: 38427126 DOI: 10.1007/s00059-024-05240-7] [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] [Accepted: 02/08/2024] [Indexed: 03/02/2024]
Abstract
Chest pain poses a diagnostic challenge in the emergency department and requires a thorough clinical assessment. The traditional distinction between "atypical" and "typical" chest pain carries the risk of not addressing nonischemic clinical pictures. The newly conceived subdivision into cardiac, possibly cardiac, and (probably) noncardiac causes of the presenting symptom complex addresses a much more interdisciplinary approach to a symptom-oriented diagnostic algorithm. The diagnostic structures of the chest pain units in Germany do not currently reflect this. An adaptation should therefore be considered.
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Affiliation(s)
- Stephan Settelmeier
- Department of Cardiology and Vascular Medicine, West German Heart and Vascular Center Essen, Hufelandstr. 55, 45147, Essen, Germany
| | - Sebastian Steven
- Med. Klinik III-Department for Cardiology, University Hospital Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Germany
| | - Felix Post
- Internal Medicine, General and interventional Cardiology, Katholisches Klinikum Koblenz-Montabaur, Rudolf-Virchow-Str. 7-9, 56073, Koblenz, Germany
| | - Ingo Ahrens
- Krankenhaus der Augustinerinnen, Department for Cardiology and Intensive Care Medicine, Jakobstr. 27-31, 50678, Köln, Germany
| | - Evangelos Giannitsis
- Department for Internal Medicine III, Cardiology, Vascular Medicine and Pneumology, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Frank Breuckmann
- Department of Cardiology and Vascular Medicine, West German Heart and Vascular Center Essen, Hufelandstr. 55, 45147, Essen, Germany.
- Cardiology, Pneumology, Neurology and Intensive Care Medicine, Klinik Kitzinger Land, Keltenstr. 67, 97318, Kitzingen, Germany.
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19
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Zhou Z, Hsu KS, Eason J, Kauh B, Duchesne J, Desta M, Cranford W, Woodworth A, Moore JD, Stearley ST, Gupta VA. Improvement of Emergency Department Chest Pain Evaluation Using Hs-cTnT and a Risk Stratification Pathway. J Emerg Med 2024; 66:e660-e669. [PMID: 38789352 DOI: 10.1016/j.jemermed.2024.02.008] [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: 09/19/2023] [Revised: 01/22/2024] [Accepted: 02/02/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Chest pain is among the most common reasons for presentation to the emergency department (ED) worldwide. Additional studies on most cost-effective ways of differentiating serious vs. benign causes of chest pain are needed. OBJECTIVES Our study aimed to evaluate the effectiveness of a novel risk stratification pathway utilizing 5th generation high-sensitivity cardiac troponin T assay (Hs-cTnT) and HEART score (History, Electrocardiogram, Age, Risk factors, Troponin) in assessing nontraumatic chest pain patients in reducing ED resource utilization. METHODS A retrospective chart review was performed 6 months prior to and after the implementation of a novel risk stratification pathway that combined hs-cTnT with HEART score to guide evaluation of adult patients presenting with nontraumatic chest pain at a large academic quaternary care ED. Primary outcome was ED length of stay (LOS); secondary outcomes included cardiology consult rates, admission rates, number of ED boarders, and number of eloped patients. RESULTS A total of 1707 patients and 1529 patients were included pre- and postimplementation, respectively. Median overall ED LOS decreased from 317 to 286 min, an absolute reduction of 31 min (95% confidence interval 22-41 min), after pathway implementation (p < 0.001). Furthermore, cardiology consult rate decreased from 26.9% to 16.0% (p < 0.0001), rate of admission decreased from 30.1% to 22.7% (p < 0.0001), and number of ED boarders as a proportion of all nontraumatic chest pain patients decreased from 25.13% preimplementation to 18.63% postimplementation (p < 0.0001). CONCLUSIONS Implementation of our novel chest pain pathway improved numerous ED throughput metrics in the evaluation of nontraumatic chest pain patients.
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Affiliation(s)
- Zhengqiu Zhou
- Department of Emergency Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Kevin S Hsu
- Department of Internal Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Joshua Eason
- Gill Heart and Vascular Institute, Division of Cardiovascular Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Brian Kauh
- Gill Heart and Vascular Institute, Division of Cardiovascular Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Joshua Duchesne
- Gill Heart and Vascular Institute, Division of Cardiovascular Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Mikiyas Desta
- College of Medicine, University of Kentucky, Lexington, Kentucky
| | - William Cranford
- Department of Biostatistics, University of Kentucky, Lexington, Kentucky
| | - Alison Woodworth
- Department of Pathology and Laboratory Medicine, University of Kentucky, Lexington, Kentucky
| | - James D Moore
- Department of Emergency Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Seth T Stearley
- Department of Emergency Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Vedant A Gupta
- Gill Heart and Vascular Institute, Division of Cardiovascular Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky.
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20
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Gol M, Bayram N, Demir O, Karacabey S, Sanri E. SVEAT score: Acute chest pain risk stratification. Am J Emerg Med 2024; 80:24-28. [PMID: 38484454 DOI: 10.1016/j.ajem.2024.02.041] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/18/2024] [Accepted: 02/27/2024] [Indexed: 05/31/2024] Open
Abstract
OBJECTIVE We aimed to compare the predictive ability of the newly introduced Symptoms, history of Vascular disease, Electrocardiography, Age, and Troponin (SVEAT) score with the widely used History, ECG, Age, Risk factors, and Troponin I (HEART) score in risk stratification for 30-day major adverse cardiac events (MACE) development among patients presenting to the emergency department with acute chest pain complaints. METHODS This prospective, observational, single-center study was conducted at an emergency department of a tertiary care hospital between June 2022 and January 2023. We recruited all adult patients aged 24 years and above with a primary complaint of non- traumatic chest pain at the critical care unit of the Emergency Department. INCLUSION CRITERIA Patients aged 24 years and above with a primary complaint of chest pain lasting >5 min. EXCLUSION CRITERIA Patients with STEMI, pregnant individuals, those with traumatic chest pain, and those without 30-day MACE data were excluded. HEART and SVEAT scores were calculated for each participant.The performance of the SVEAT score in identifying the low-risk patient group was compared to that of the HEART score. RESULTS In the study, out of 809 patients, 589 (72.8%) were categorized as low-risk based on the SVEAT score, and 377 (46.6%) based on the HEART score. Out of these 809 patients, 115 (14.2%) experienced MACE. Within the group classified as low risk by the SVEAT score, 6 (0.7%) patients experienced MACE, while within the group classified as low risk by the HEART score, 8 (1%) patients experienced MACE. The SVEAT score had an Area Under the Curve (AUC) of 0.916 (95% CI 0.890 to 0.942), which was found to be higher than the AUC of the HEART score (0.856, 95% CI 0.822 to 0.890). In our study, the sensitivity of the SVEAT and HEART scores was found to be 94.7% (95% CI 88.9%-98.0%) and 93.0% (95% CI 86.7%-96.9%), respectively. The specificity of both scores was 84.1% (95% CI 81.0%-86.6%) and 53.17% (95% CI 49.3%-56.6%), respectively. CONCLUSION While our study indicated a higher predictive power for MACE development with the SVEAT score compared to the HEART score, further extensive studies are necessary for its reliable implementation in emergency departments for chest pain risk classification.
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Affiliation(s)
- Murat Gol
- Marmara University School of Medicine, Department of Emergency Medicine, Istanbul, Turkey
| | - Nurseli Bayram
- Specialist of Emergency Medicine, Marmara University Pendik Education and Research Hospital, Department of Emergency Medicine, Istanbul, Turkey.
| | - Oguzhan Demir
- Specialist of Emergency Medicine, Marmara University Pendik Education and Research Hospital, Department of Emergency Medicine, Istanbul, Turkey
| | - Sinan Karacabey
- Associate Professor of Emergency Medicine, Marmara University School of Medicine, Department of Emergency Medicine, Istanbul, Turkey
| | - Erkman Sanri
- Associate Professor of Emergency Medicine, Marmara University School of Medicine, Department of Emergency Medicine, Istanbul, Turkey
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21
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Gao J, Dou J, Yang HH, Guo RL, Jiang C, Tse G, Liu T, Liu JW, Luo DL. Clinical Value of the Diagonal Earlobe Crease in Patients with Chest Pain for Diagnosing Coronary Heart Disease. Int J Gen Med 2024; 17:1557-1569. [PMID: 38680192 PMCID: PMC11055521 DOI: 10.2147/ijgm.s454888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 04/18/2024] [Indexed: 05/01/2024] Open
Abstract
Purpose To investigate the clinical application value of diagonal earlobe crease (DELC) in patients with chest pain for the diagnosis of coronary heart disease (CHD) and to construct a risk model by multivariate logistic regression. Patients and Methods Our trial enrolled prospectively and consecutively 706 chest pain patients with suspected CHD between January 2021 to June 2023 from Chengde Central Hospital. According to coronary angiography results, they were categorized into the CHD (n=457) and non-CHD groups (n=249). Results The trial demonstrated a significant positive relationship between DELC and CHD. Independent risk factors were sex, age, hypertension, diabetes mellitus, LP (a), Cys C, and DELC, whilst HDL-C was a protective factor, for CHD. Patients with-DELC were older than those in the without-DELC arm (P<0.001) and had a higher proportion of males than females (61.6% vs 50.0%, P=0.026). After multifactorial correction, independent risk factors for CHD included DELC (OR=1.660, 95% CI:1.153 to 2.388, P=0.006), age (OR=1.024, 95% CI:1.002 to 1.045, P=0.030), gender (OR=1.702, 95% CI:1.141 to 2.539, P=0.009), hypertension (OR=1.744, 95% CI:1.226 to 2.482, P=0.002), diabetes mellitus (OR=2.113, 95% CI:1.404 to 3.179, P<0.001), LP(a) (OR=1.010, 95% CI:1.003 to 1.017, P=0.005), Cys C (OR=3.549, 95% CI:1.605 to 7.846, P=0.002). The Hosmer and Lemeshow (H-L) test (P=0.818) suggests a high goodness of fit, and the area under the ROC curve was calculated to be 0.721 (95% CI:0.682 to 0.760, P<0.001), which demonstrates that the model has a superior diagnostic value for CHD. Conclusion DELC is an independent risk factor for CHD after adjusting for sex, age, hypertension, diabetes mellitus, smoking index, LP (a), Cys C, and HDL-C. Our model can be used clinically for assessing the risk of CHD.
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Affiliation(s)
- Jie Gao
- Chengde Medical University, Chengde, 067000, People’s Republic of China
| | - Jie Dou
- Chengde Medical University, Chengde, 067000, People’s Republic of China
| | - Hui-Hui Yang
- Chengde Medical University, Chengde, 067000, People’s Republic of China
| | - Ruo-Ling Guo
- Chengde Medical University, Chengde, 067000, People’s Republic of China
| | - Chao Jiang
- Chengde Medical University, Chengde, 067000, People’s Republic of China
| | - Gary Tse
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, People’s Republic of China
- School of Nursing and Health Studies, Hong Kong Metropolitan University, Hong Kong, 999077, People’s Republic of China
- Epidemiology Research Unit, Cardiovascular Analytics Group, PowerHealth Limited, Hong Kong, 999077, People’s Republic of China
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, People’s Republic of China
| | - Jian-Wei Liu
- Department of Cardiothoracic Interventional Vascular Surgery, Chengde Central Hospital/Second Clinical College of Chengde Medical University, Chengde, Hebei, 067000, People’s Republic of China
| | - Dong-Lei Luo
- Department of Cardiology, Chengde Central Hospital / Second Clinical College of Chengde Medical University, Chengde, 067000, People’s Republic of China
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22
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Zhao Y, Gu Y, Zhang B. Associations of triglyceride-glucose (TyG) index with chest pain incidence and mortality among the U.S. population. Cardiovasc Diabetol 2024; 23:111. [PMID: 38555461 PMCID: PMC10981836 DOI: 10.1186/s12933-024-02209-y] [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: 12/25/2023] [Accepted: 03/20/2024] [Indexed: 04/02/2024] Open
Abstract
BACKGROUND The triglyceride and glucose (TyG) index, a simple surrogate marker of insulin resistance, is related to cardiovascular disease. However, there is a lack of evidence for the relationship between the TyG index and chest pain. This study aimed to investigate the association of the TyG index with chest pain and to evaluate the relationship between the TyG index and all-cause mortality in participants with or without chest pain. METHODS The present study utilized data from the 2001-2012 National Health and Nutrition Examination Survey (NHANES), employing a combination of cross-sectional and cohort study designs. The association between the TyG index and chest pain was investigated using weighted logistic regression models. Weighted Cox proportional hazards models were used to estimate the hazard ratios (HRs) and 95% confidence intervals (95% CIs) for all-cause mortality. Restricted cubic spline analysis was used to explore linear or nonlinear relationships between the TyG index and chest pain or all-cause mortality. RESULTS The findings revealed a positive correlation between the TyG index and chest pain, even after adjusting for potential confounding factors (quartile 4 versus quartile 1, odds ratio [OR] 1.42, 95% confidence interval [CI] 1.14-1.77, P = 0.002). During a mean follow-up time of 139 months, a total of 2286 individuals (27.43%) experienced mortality. Weighted multivariate Cox regression models indicated that for each one-unit increase in the TyG index, the adjusted hazard ratio (HR) for mortality was 1.14 (95% CI = 0.94-1.37) for participants with chest pain and 1.25 (95% CI = 1.09-1.43) for those without chest pain. Furthermore, restricted cubic spline analysis revealed a linear relationship between the TyG index and chest pain (P for nonlinearity = 0.902), whereas a nonlinear relationship was shown between the TyG index and all-cause mortality among populations regardless of chest pain (all P for nonlinearity < 0.01). CONCLUSION The TyG index was positively linked to a higher incidence of chest pain. Moreover, the TyG index was associated with all-cause mortality not only in participants with chest pain but also in those without chest pain.
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Affiliation(s)
- Yao Zhao
- Department of Cardiovascular Surgery, Changhai Hospital, Naval Military Medical University, Shanghai, 200433, China
- Department of Cardiovasology, Changhai Hospital, Naval Military Medical University, 168 Changhai Road, Shanghai, 200433, China
| | - Yu Gu
- Department of Neonatology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310003, China
| | - Bili Zhang
- Department of Cardiovasology, Changhai Hospital, Naval Military Medical University, 168 Changhai Road, Shanghai, 200433, China.
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23
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Pareek M, Kristensen AMD, Vaduganathan M, Byrne C, Biering-Sørensen T, Lassen MCH, Johansen ND, Skaarup KG, Rosberg V, Pallisgaard JL, Mortensen MB, Maeng M, Polcwiartek CB, Frangeskos J, McCarthy CP, Bonde AN, Lee CJY, Fosbøl EL, Køber L, Olsen NT, Gislason GH, Torp-Pedersen C, Bhatt DL, Kragholm KH. Serial troponin-I and long-term outcomes in subjects with suspected acute coronary syndrome. Eur J Prev Cardiol 2024; 31:615-626. [PMID: 38057157 PMCID: PMC11109926 DOI: 10.1093/eurjpc/zwad373] [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: 07/18/2023] [Revised: 11/28/2023] [Accepted: 11/30/2023] [Indexed: 12/08/2023]
Abstract
AIMS It is unclear how serial high-sensitivity troponin-I (hsTnI) concentrations affect long-term prognosis in individuals with suspected acute coronary syndrome (ACS). METHODS AND RESULTS Subjects who underwent two hsTnI measurements (Siemens TnI Flex® Reagent) separated by 1-7 h, during a first-time hospitalization for myocardial infarction, unstable angina, observation for suspected myocardial infarction, or chest pain from 2012 through 2019, were identified through Danish national registries. Individuals were stratified per their hsTnI concentration pattern (normal, rising, persistently elevated, or falling) and the magnitude of hsTnI concentration change (<20%, >20-50%, or >50% in either direction). We calculated absolute and relative mortality risks standardized to the distributions of risk factors for the entire study population. A total of 20 609 individuals were included of whom 2.3% had died at 30 days, and an additional 4.7% had died at 365 days. The standardized risk of death was highest among persons with a persistently elevated hsTnI concentration (0-30 days: 8.0%, 31-365 days: 11.1%) and lowest among those with two normal hsTnI concentrations (0-30 days: 0.5%, 31-365 days: 2.6%). In neither case did relative hsTnI concentration changes between measurements clearly affect mortality risk. Among persons with a rising hsTnI concentration pattern, 30-day mortality was higher in subjects with a >50% rise compared with those with a less pronounced rise (2.2% vs. <0.1%). CONCLUSION Among individuals with suspected ACS, those with a persistently elevated hsTnI concentration consistently had the highest risk of death. In subjects with two normal hsTnI concentrations, mortality was very low and not affected by the magnitude of change between measurements.
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Affiliation(s)
- Manan Pareek
- Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Cardiology, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark
- Brigham and Women’s Hospital Heart & Vascular Center, Harvard Medical School, Boston, MA, USA
| | | | - Muthiah Vaduganathan
- Brigham and Women’s Hospital Heart & Vascular Center, Harvard Medical School, Boston, MA, USA
| | - Christina Byrne
- Department of Cardiology, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark
| | - Tor Biering-Sørensen
- Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Cardiology, Copenhagen University Hospital – Herlev and Gentofte, Denmark
| | - Mats Christian Højbjerg Lassen
- Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Cardiology, Copenhagen University Hospital – Herlev and Gentofte, Denmark
| | - Niklas Dyrby Johansen
- Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Cardiology, Copenhagen University Hospital – Herlev and Gentofte, Denmark
| | - Kristoffer Grundtvig Skaarup
- Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Cardiology, Copenhagen University Hospital – Herlev and Gentofte, Denmark
| | - Victoria Rosberg
- Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jannik L. Pallisgaard
- Department of Cardiology, Copenhagen University Hospital – Herlev and Gentofte, Denmark
| | | | - Michael Maeng
- Department of Cardiology, Aarhus University Hospital, Skejby, Aarhus, Denmark
| | | | - Julia Frangeskos
- Department of Cardiology, Peconic Bay Medical Center at Northwell Health, Riverhead, NY, USA
| | - Cian P. McCarthy
- Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Anders Nissen Bonde
- Department of Cardiology, Copenhagen University Hospital – Herlev and Gentofte, Denmark
| | - Christina Ji-Young Lee
- Department of Cardiology, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark
| | - Emil L. Fosbøl
- Department of Cardiology, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark
| | - Lars Køber
- Department of Cardiology, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark
| | - Niels Thue Olsen
- Department of Cardiology, Copenhagen University Hospital – Herlev and Gentofte, Denmark
| | - Gunnar H. Gislason
- Department of Cardiology, Copenhagen University Hospital – Herlev and Gentofte, Denmark
| | - Christian Torp-Pedersen
- Department of Cardiology, Copenhagen University Hospital – North Zealand Hospital, Hillerød, Denmark
| | - Deepak L. Bhatt
- Mount Sinai Heart, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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24
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Singer AJ, Heslin S, Skopicki H, On C, Senzel LB, Tharakan M, Thode HC, Peacock F. Introduction of a high sensitivity troponin reduces ED length of stay. Am J Emerg Med 2024; 76:82-86. [PMID: 38006636 DOI: 10.1016/j.ajem.2023.11.028] [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: 09/20/2023] [Revised: 11/08/2023] [Accepted: 11/16/2023] [Indexed: 11/27/2023] Open
Abstract
BACKGROUND High sensitivity cardiac troponins (hs-cTn) allow earlier identification and exclusion of acute myocardial infarction. We determined if transitioning from contemporary to high sensitivity troponin T (hs-cTnT) would reduce ED length of stay in chest pain (CP) patients. METHODS We conducted a pragmatic, prospective, before and after study of implementing a hs-cTnT by reviewing the electronic health records in all adult ED patients presenting to a large, suburban academic medical center during the 3 months before and after transitioning from a 4th generation troponin to a 5th generation hs-cTnT (Elecsys® Troponin T-high sensitive, Roche Diagnostics, Indianapolis, IN). RESULTS There were 1431 and 1437 CP patients before and after the intervention. Mean (SD) age was 51.5 (18) yrs. and 54.3% were female. The median (IQR) ED LOS for chest pain patients directly discharged to home was 6.2 (4.7-8.4) and 5.3 (4.0-7.2) hours before and after introducing hs-cTn respectively; difference 47 min (95%CI, 35-59); P < 0.001. The median (IQR) ED LOS for chest pain patients admitted to the hospital was 9.5 (6.6-13.8) and 8.1 (5.7-11.2) hours before and after introducing hs-cTn respectively; difference 77 min (95%CI, 35-121); P < 0.001. Overall admission rates (22 vs 21% both before and after) did not change during the study. The rates of computed tomography coronary angiography before and after the intervention were 21 and 20.4% respectively. The rates of invasive coronary angiography before and after the intervention were 5.8 and 5.6% respectively. CONCLUSIONS Transitioning to a hs-cTnT is associated with a clinically relevant and statistically significant reduction in ED LOS for both discharged and admitted patients with and without CP with no increase in admission or coronary angiography rates.
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Affiliation(s)
- Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America.
| | - Samita Heslin
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Hal Skopicki
- Division of Cardiology, Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Chen On
- Division of Cardiology, Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Lisa B Senzel
- Department of Clinical Pathology, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Mathew Tharakan
- Division of Cardiology, Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Henry C Thode
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Frank Peacock
- Department of Emergency Medicine, Baylor College of Medicine, Houston, TX, United States of America
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25
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Ng IKS, Chia YW, See KC, Teo DBS. Approach to acute chest pain and acute coronary syndrome in adults. Singapore Med J 2024; 65:111-118. [PMID: 38343125 PMCID: PMC10942134 DOI: 10.4103/singaporemedj.smj-2023-039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 06/08/2023] [Indexed: 02/15/2024]
Affiliation(s)
- Isaac Kah Siang Ng
- NUHS Internal Medicine Residency Programme, Department of Medicine, National University Hospital, Singapore
| | - Yew Woon Chia
- Department of Cardiology, Tan Tock Seng Hospital, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Kay Choong See
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Desmond Boon Seng Teo
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Fast and Chronic Programme, Alexandra Hospital, Singapore
- Division of Advanced Internal Medicine, Department of Medicine, National University Hospital, Singapore
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26
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Lan NSR, Thomas DR, Jones CL, Raju V, Soon J, Otto J, Wood C, Briffa T, Dwivedi G, Rankin JM, Ihdayhid AR. Evaluation of stable chest pain following emergency department presentation: Impact of first-line cardiac computed tomography diagnostic strategy in an Australian setting. Emerg Med Australas 2024; 36:31-38. [PMID: 37593996 DOI: 10.1111/1742-6723.14290] [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: 02/28/2023] [Revised: 05/17/2023] [Accepted: 07/19/2023] [Indexed: 08/19/2023]
Abstract
OBJECTIVE International guidelines provide increasing support for computed tomography coronary angiography (CTCA) in investigating chest pain. A pathway utilising CTCA first-line for outpatient stable chest pain evaluation was implemented in an Australian ED. METHODS In pre-post design, the impact of the pathway was prospectively assessed over 6 months (August 2021 to January 2022) and compared with a 6-month pre-implementation group (February 2021 to July 2021). CTCA was recommended first-line in suspected stable cardiac chest pain, followed by chest pain clinic review. Predefined criteria were provided recommending functional testing in select patients. The impact of CTCA versus functional testing was evaluated. Data were obtained from digital medical records. RESULTS Three hundred and fifteen patients were included, 143 pre-implementation and 172 post-implementation. Characteristics were similar except age (pre-implementation: 58.9 ± 12.0 vs post-implementation: 62.8 ± 12.3 years, P = 0.004). Pathway-guided management resulted in higher first-line CTCA (73.3% vs 46.2%, P < 0.001), lower functional testing (30.2% vs 56.6%, P < 0.001) and lower proportion undergoing two non-invasive tests (4.7% vs 10.5%, P = 0.047), without increasing investigation costs or invasive coronary angiography (ICA) (pre-implementation: 13.3% vs post-implementation: 9.3%, P = 0.263). In patients undergoing CTCA, 40.7% had normal coronaries and 36.2% minimal/mild disease, with no difference in disease burden post-implementation. More medication changes occurred following CTCA compared with functional testing (aspirin: P = 0.005, statin: P < 0.001). In patients undergoing ICA, revascularisation to ICA ratio was higher following CTCA compared with functional testing (91.7% vs 18.2%, P < 0.001). No 30-day myocardial infarction or death occurred. CONCLUSIONS The pathway increased CTCA utilisation and reduced downstream investigations. CTCA was associated with medication changes and improved ICA efficiency.
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Affiliation(s)
- Nick S R Lan
- Department of Cardiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
- Medical School, Harry Perkins Institute of Medical Research, The University of Western Australia, Perth, Western Australia, Australia
| | - David-Raj Thomas
- Department of Cardiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
| | - Christopher L Jones
- Department of Emergency Medicine, Fiona Stanley Hospital, Perth, Western Australia, Australia
- School of Medicine, The University of Notre Dame Australia, Fremantle, Western Australia, Australia
| | - Vikram Raju
- Department of Radiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
| | - Jeanette Soon
- Department of Radiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
| | - Jacobus Otto
- Department of Radiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
| | - Chris Wood
- Department of Radiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
| | - Tom Briffa
- School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia
| | - Girish Dwivedi
- Department of Cardiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
- Medical School, Harry Perkins Institute of Medical Research, The University of Western Australia, Perth, Western Australia, Australia
| | - James M Rankin
- Department of Cardiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
| | - Abdul Rahman Ihdayhid
- Department of Cardiology, Fiona Stanley Hospital, Perth, Western Australia, Australia
- Harry Perkins Institute of Medical Research, Perth, Western Australia, Australia
- Curtin Medical School, Curtin University, Perth, Western Australia, Australia
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Qureshi MN, Ahmed EN, Ahmed KA, Bashtawi E. Retrospective review of non-ST segment elevation acute coronary syndrome presenting to the emergency department of a major tertiary center in Saudi Arabia. Ann Saudi Med 2024; 44:1-10. [PMID: 38433430 PMCID: PMC10910079 DOI: 10.5144/0256-4947.2024.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 10/03/2023] [Indexed: 03/05/2024] Open
Abstract
BACKGROUND Acute coronary syndrome (ACS) comprises a spectrum of diseases ranging from unstable angina (UA), non-ST elevation myocardial infarction (non-STEMI) and ST elevation myocardial infarction (STEMI). Treatment of ACS without STEMI (NSTEMI-ACS) can vary, depending on the severity of presentation and multiple other factors. OBJECTIVE Analyze the NSTEMI-ACS patients in our institution. DESIGN Retrospective observational. SETTING A tertiary care institution with accredited chest pain center. PATIENTS AND METHODS The travel time from ED booking to the final disposition for patients presenting with chest pain was retrieved over a period of 6 months. The duration of each phase of management was measured with a view to identify the factors that influence their management and time from the ED to their final destination. The data was analyzed using descriptive statistics. MAIN OUTCOME MEASURES Travel time from ED to final destination. SAMPLE SIZE 300 patients. RESULTS The majority of patients were males (64%) between 61 and 80 years of age (45%). The median disposition time (from ED booking to admission order by the cardiology team) was 5 hours and 19 minutes. Cardiology admissions took 10 hours and 20 minutes from ED booking to the inpatient bed. UA was diagnosed in 153 (51%) patients and non-STEMI in 52 (17%). Coronary catheterization was required in 79 (26%) patients, 24 (8%) had coronary artery bypass grafting (CABG) and 8 (3%) had both catheterization and CABG. CONCLUSION The time from ED booking to final destination for NSTEMI-ACS patients is delayed due to multiple factors, which caused significant delays in overall management. Additional interventional steps can help improve the travel times, diagnosis, management and disposition of these patients. LIMITATIONS Single center study done in a tertiary care center so the results from this study may not be extrapolated to other centers.
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Affiliation(s)
- Muhammad Nauman Qureshi
- From the Department of Emergency Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Eman Nayaz Ahmed
- From the College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | | | - Eyad Bashtawi
- From the Department of Emergency Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
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Lee PY, Saad K, Hossain A, Lieu I, Allencherril J. Initial Evaluation and Management of Patients Presenting with Acute Chest Pain in the Emergency Department. Curr Cardiol Rep 2023; 25:1677-1686. [PMID: 37889421 DOI: 10.1007/s11886-023-01984-6] [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] [Accepted: 10/17/2023] [Indexed: 10/28/2023]
Abstract
PURPOSE OF THE REVIEW To review the initial evaluation of chest pain in the emergency department (ED), with a focus on coronary artery disease (CAD) and acute coronary syndromes (ACS), using consensus statements from major cardiovascular disease organizations. RECENT FINDINGS Major cardiovascular organizations have released consensus statements on this topic, notably the 2021 AHA/ACC/ASE/CHEST/SAEM/SCCT/SCMR Guideline for the Evaluation and Diagnosis of Chest Pain and the 2022 ACC Expert Consensus Decision Pathway on the Evaluation and Disposition of Acute Chest Pain in the Emergency Department. Also, recent studies have evaluated the use of high sensitivity troponin (hs-cTn) to safely rule out myocardial infarction (MI), with the development of rule-out pathways designed to be utilized in the ED. This review highlights the comprehensive differential diagnoses of chest pain in the ED and urgent management of these etiologies, with a focus on cardiovascular etiologies. There exist a few rule-out pathways recommended by major cardiovascular organizations, notably the high-STEACS and the ESC 0/1 and 0/2 pathways that can safely and quickly discharge patients with low risk of MI.
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Affiliation(s)
- Paul Y Lee
- Department of Medicine, Rutgers New Jersey Medical School, 150 Bergen Street, UH I-248, Newark, NJ, 07101, USA.
| | - Kyrollos Saad
- Department of Medicine, Rutgers New Jersey Medical School, 150 Bergen Street, UH I-248, Newark, NJ, 07101, USA
| | - Afif Hossain
- Department of Cardiology, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Irene Lieu
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Joseph Allencherril
- Department of Medicine, Division of Cardiovascular Medicine, The University of Texas Medical Branch at Galveston, Galveston, TX, USA
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Aspromonte N, Zaninotto M, Aimo A, Fumarulo I, Plebani M, Clerico A. Measurement of Cardiac-Specific Biomarkers in the Emergency Department: New Insight in Risk Evaluation. Int J Mol Sci 2023; 24:15998. [PMID: 37958981 PMCID: PMC10648028 DOI: 10.3390/ijms242115998] [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: 09/19/2023] [Revised: 11/02/2023] [Accepted: 11/04/2023] [Indexed: 11/15/2023] Open
Abstract
The aim of this article review is to analyze some models and clinical issues related to the implementation of accelerated diagnostic protocols based on specific cardiac biomarkers in patients admitted to the emergency department (ED) with symptoms compatible with acute cardiac disorders. Four specific clinical issues will be discussed in detail: (a) pathophysiological and clinical interpretations of circulating hs-cTnI and hs-cTnT levels; (b) the clinical relevance and estimation of the biological variation of biomarkers in patients admitted to the ED with acute and severe diseases; (c) the role and advantages of the point-of-care testing (POCT) methods for cardiac-specific biomarkers in pre-hospital and hospital clinical practice; and (d) the clinical role of specific cardiac biomarkers in patients with acute heart failure (AHF). In order to balance the risk between a hasty discharge versus the potential harms caused by a cardiac assessment in patients admitted to the ED with suspected acute cardiovascular disease, the measurement of specific cardiac biomarkers is essential for the early identification of the presence of myocardial dysfunction and/or injury and to significantly reduce the length and costs of hospitalization. Moreover, specific cardiac biomarkers (especially hs-cTnI and hs-cTnT) are useful predictors of mortality and major adverse cardiovascular events (MACE) in patients admitted to the ED with suspected acute cardiovascular disease. To guide the implementation of the most rapid algorithms for the diagnosis of Non-ST-Elevation Myocardial Infarction (NSTEMI) into routine clinical practice, clinical scientific societies and laboratory medicine societies should promote collaborative studies specifically designed for the evaluation of the analytical performance and, especially, the cost/benefit ratio resulting from the use of these clinical protocols and POCT methods in the ED clinical practice.
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Affiliation(s)
- Nadia Aspromonte
- Department of Cardiovascular and Thoracic Sciences, Catholic University of the Sacred Heart, 00168 Rome, Italy; (N.A.); (I.F.)
- Department of Cardiovascular and Thoracic Sciences, A. Gemelli University Policlinic Foundation IRCCS, 00168 Rome, Italy
| | - Martina Zaninotto
- Department of Laboratory Medicine, University-Hospital of Padova, 35129 Padova, Italy;
| | - Alberto Aimo
- CNR Foundation—Regione Toscana G. Monasterio, 56127 Pisa, Italy;
| | - Isabella Fumarulo
- Department of Cardiovascular and Thoracic Sciences, Catholic University of the Sacred Heart, 00168 Rome, Italy; (N.A.); (I.F.)
- Department of Cardiovascular and Thoracic Sciences, A. Gemelli University Policlinic Foundation IRCCS, 00168 Rome, Italy
| | - Mario Plebani
- Department of Medicine-DIMED, University of Padova, 35129 Padova, Italy;
| | - Aldo Clerico
- CNR Foundation—Regione Toscana G. Monasterio, 56127 Pisa, Italy;
- Coordinator of the Study Group on Cardiac Biomarkers of the Italian Societies of Laboratory Medicine, 56127 Pisa, Italy
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Chen C, Yu Y, Chen D, Cai C, Zhou Y, Liao F, Humarbek A, Li X, Song Z, Sun Z, Tong C, Yao C, Gu G. Derivation of a HEAR Pathway for Emergency Department Chest Pain Patients to Safely Avoid a Second Troponin Test. Diagnostics (Basel) 2023; 13:3217. [PMID: 37892038 PMCID: PMC10605779 DOI: 10.3390/diagnostics13203217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 09/28/2023] [Accepted: 10/12/2023] [Indexed: 10/29/2023] Open
Abstract
The study aims to develop a decision pathway based on HEAR score and 0 h high-sensitivity cardiac troponin T (hs-cTnT) to safely avoid a second troponin test for suspected non-ST elevation myocardial infarction (NSTEMI) in emergency departments. A HEAR score consists of history, electrocardiogram, age, and risk factors. A HEAR pathway is established using a Bayesian approach based on a predefined safety threshold of NSTEMI prevalence in the rule-out group. In total, 7131 patients were retrospectively enrolled, 582 (8.2%) with index visit NSTEMI and 940 (13.2%) with 180-day major adverse cardiovascular events (MACE). For patients with a low-risk HEAR score (0 to 2) and low 0 h hs-cTnT (<14 ng/L), the HEAR pathway recommends early discharge without further testing. After the HEAR pathway had been applied to rule out NSTEMI, the negative predictive value of index visit NSTEMI was 100.0% (95% CI, 99.8% to 100.0%) and false-negative rate of 180-day MACE was 0.40% (95% CI, 0.18% to 0.87%). Compared with the 0 h hs-cTnT < limit of detection (LoD) strategy (<5 ng/L), the HEAR pathway could correctly reclassify 1298 patients without MACE as low risk and lead to a 18.2% decrease (95% CI, 17.4-19.1%) in the need for a second troponin test. The HEAR pathway may lead to a substantial and safe reduction in repeated troponin test for emergency department patients with suspected NSTEMI.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Chenling Yao
- Department of Emergency Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China; (C.C.); (Y.Y.); (D.C.); (C.C.); (Y.Z.); (F.L.); (A.H.); (X.L.); (Z.S.); (Z.S.); (C.T.)
| | - Guorong Gu
- Department of Emergency Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, China; (C.C.); (Y.Y.); (D.C.); (C.C.); (Y.Z.); (F.L.); (A.H.); (X.L.); (Z.S.); (Z.S.); (C.T.)
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Brunson DC, Miller KA, Matheson LW, Carrillo E. Race and Ethnicity and Prehospital Use of Opioid or Ketamine Analgesia in Acute Traumatic Injury. JAMA Netw Open 2023; 6:e2338070. [PMID: 37847499 PMCID: PMC10582796 DOI: 10.1001/jamanetworkopen.2023.38070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 09/05/2023] [Indexed: 10/18/2023] Open
Abstract
Importance Racial and ethnic disparities in pain management have been characterized in many hospital-based settings. Painful traumatic injuries are a common reason for 911 activations of the EMS (emergency medical services) system. Objective To evaluate whether, among patients treated by EMS with traumatic injuries, race and ethnicity are associated with either disparate recording of pain scores or disparate administration of analgesia when a high pain score is recorded. Design, Settings, and Participants This cohort study included interactions from 2019 to 2021 for US patients ages 14 to 99 years who had experienced painful acute traumatic injuries and were treated and transported by an advanced life support unit following the activation of the 911 EMS system. The data were analyzed in January 2023. Exposures Acute painful traumatic injuries including burns. Main Outcomes and Measures Outcomes were the recording of a pain score and the administration of a nonoral opioid or ketamine. Results The study cohort included 4 781 396 EMS activations for acute traumatic injury, with a median (IQR) patient age of 59 (35-78) years (2 497 053 female [52.2%]; 31 266 American Indian or Alaskan Native [0.7%]; 59 713 Asian [1.2%]; 742 931 Black [15.5%], 411 934 Hispanic or Latino [8.6%], 10 747 Native Hawaiian or other Pacific Islander [0.2%]; 2 764 499 White [57.8%]; 16 161 multiple races [0.3%]). The analysis showed that race and ethnicity was associated with the likelihood of having a pain score recorded. Compared with White patients, American Indian and Alaskan Native patients had the lowest adjusted odds ratio (AOR) of having a pain score recorded (AOR, 0.74; 95% CI, 0.71-0.76). Among patients for whom a high pain score was recorded (between 7 and 10 out of 10), Black patients were about half as likely to receive opioid or ketamine analgesia as White patients (AOR, 0.53; 95% CI, 0.52-0.54) despite having a pain score recorded almost as frequently as White patients. Conclusions and Relevance In this nationwide study of patients treated by EMS for acute traumatic injuries, patients from racial or ethnic minority groups were less likely to have a pain score recorded, with Native American and Alaskan Natives the least likely to have a pain score recorded. Among patients with a high pain score, patients from racial and ethnic minority groups were also significantly less likely to receive opioid or ketamine analgesia treatment, with Black patients having the lowest adjusted odds of receiving these treatments.
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Affiliation(s)
- Dalton C. Brunson
- School of Medicine, Stanford University School of Medicine, Stanford, California
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California
| | - Kate A. Miller
- Quantitative Sciences Unit, Stanford University School of Medicine, Stanford University, Stanford, California
| | - Loretta W. Matheson
- Department of Emergency Medicine, Stanford University School of Medicine, Stanford, California
| | - Eli Carrillo
- Department of Emergency Medicine, Stanford University School of Medicine, Stanford, California
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Baugh CW, Blankstein R, Ganguli I, Januzzi JL, Morrow DA, Joseph JW, Jordan C, Donohoe G, Fofi J, McKinley K, Heydarpour M, Scirica BM, DiCarli MF, Nagurney JT. Frequency, compliance, and yield of cardiac testing after high-sensitivity troponin accelerated diagnostic protocol implementation. Am J Emerg Med 2023; 72:64-71. [PMID: 37494772 PMCID: PMC10616758 DOI: 10.1016/j.ajem.2023.07.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/11/2023] [Accepted: 07/09/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND Among persons presenting to the emergency department with suspected acute myocardial infarction (MI), cardiac troponin (cTn) testing is commonly used to detect acute myocardial injury. Accelerated diagnostic protocols (ADPs) guide clinicians to integrate cTn results with other clinical information to decide whether to order further diagnostic testing. OBJECTIVE To determine the change in the rate and yield of stress test or coronary CT angiogram following cTn measurement in patients with chest pain presenting to the emergency department pre- and post-transition to a high-sensitivity (hs-cTn) assay in an updated ADP. METHODS Using electronic health records, we examined visits for chest pain at five emergency departments affiliated with an integrated academic health system 1-year pre- and post-hs-cTn assay transition. Outcomes included stress test or coronary imaging frequency, ADP compliance among those with additional testing, and diagnostic yield (ratio of positive tests to total tests). RESULTS There were 7564 patient-visits for chest pain, including 3665 in the pre- and 3899 in the post-period. Following the updated ADP using hs-cTn, 862 (23.5 per 100 patient visits) visits led to subsequent testing versus 1085 (27.8 per 100 patient visits) in the pre-hs-cTn period, (P < 0.001). Among those who were tested, the protocol-compliant rate fell from 80.9% to 46.5% (P < 0.001), but the yield of those tests rose from 24.5% to 29.2% (P = 0.07). Among tests that were noncompliant with ADP guidance, yield was similar pre- and post-updated hs-cTn ADP implementation (pre 13.0%, post 15.4% (P = 0.43). CONCLUSION Implementation of hs-cTn supported by an updated ADP was associated with a lower rate of stress testing and coronary CT angiogram.
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Affiliation(s)
- Christopher W Baugh
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | - Ron Blankstein
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Ishani Ganguli
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - James L Januzzi
- Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Heart Failure and Biomarker Trials, Baim Institute for Clinical Research, Boston, MA, USA
| | - David A Morrow
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Joshua W Joseph
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | | | - Gabrielle Donohoe
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Jordyn Fofi
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Katie McKinley
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Mahyar Heydarpour
- Division of Endocrinology, Diabetes, and Hypertension, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Benjamin M Scirica
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Marcelo F DiCarli
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - John T Nagurney
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
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Greer C, Williams MC, Newby DE, Adamson PD. Role of computed tomography cardiac angiography in acute chest pain syndromes. Heart 2023; 109:1350-1356. [PMID: 36914247 DOI: 10.1136/heartjnl-2022-321360] [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: 12/20/2022] [Accepted: 02/27/2023] [Indexed: 03/16/2023] Open
Abstract
Use of CT coronary angiography (CTCA) to evaluate chest pain has rapidly increased over the recent years. While its utility in the diagnosis of coronary artery disease in stable chest pain syndromes is clear and is strongly endorsed by international guidelines, the role of CTCA in the acute setting is less certain. In the low-risk setting, CTCA has been shown to be accurate, safe and efficient but inherent low rates of adverse events in this population and the advent of high-sensitivity troponin testing have left little room for CTCA to show any short-term clinical benefit.In higher-risk populations, CTCA has potential to fulfil a gatekeeper role to invasive angiography. The high negative predictive value of CTCA is maintained while also identifying non-obstructive coronary disease and alternative diagnoses in the substantial group of patients presenting with chest pain who do not have type 1 myocardial infarction. For those with obstructive coronary disease, CTCA provides accurate assessment of stenosis severity, characterisation of high-risk plaque and findings associated with perivascular inflammation. This may allow more appropriate selection of patients to proceed to invasive management with no disadvantage in outcomes and can provide a more comprehensive risk stratification to guide both acute and long-term management than routine invasive angiography.
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Affiliation(s)
- Charlotte Greer
- Christchurch Heart Institute, University of Otago Christchurch, Christchurch, Canterbury, New Zealand
| | | | - David E Newby
- Centre for Cardiovascular Sciences, University of Edinburgh, Edinburgh, UK
| | - Philip D Adamson
- Christchurch Heart Institute, University of Otago Christchurch, Christchurch, Canterbury, New Zealand
- Centre for Cardiovascular Sciences, University of Edinburgh, Edinburgh, UK
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Bothwell KD, Ling FS, Ambrosini R, Baran TM, Lorca MC, Chaturvedi A. Standardized Criteria for Identification of Cardiac Tamponade on Non-Electrocardiogram-gated Computed Tomography: Correlation With Echocardiographic Findings. J Thorac Imaging 2023; 38:W44-W51. [PMID: 36546839 DOI: 10.1097/rti.0000000000000688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PURPOSE To identify imaging parameters that can help in the diagnosis of cardiac tamponade on non-electrocardiogram (ECG)-gated computed tomography (CT) of the chest. MATERIALS AND METHODS Retrospective analysis of 64 patients who had undergone CT and echocardiography for evaluation of cardiac tamponade. Of 64 patients, 34 were diagnosed with tamponade and underwent pericardiocentesis for further diagnosis and treatment. CT measurements obtained were: pericardial effusion (PeEff) pocket size in 6 locations (anterior, posterior, superior, inferior, right, and left lateral), pericardial thickening, diameters of the coronary sinus, upper superior vena cava, lower superior vena cava, and inferior vena cava. In addition, cardiac chamber sizes were measured. Subjective assessment of coronary sinus compression, pericardial enhancement, and pericardial thickening were also recorded. RESULTS Measurement of the sum of the right lateral and left lateral PeEff thickness resulted in 91.2% sensitivity and 86.7% specificity for cardiac tamponade with a threshold of 30 mm (receiver-operating characteristic area under the curve=0.94 [0.84 to 0.98], P <0.0001). Using the combination of inferior PeEff >16 mm, sum of right lateral and left lateral PeEff>30 mm, and presence of pericardial thickening resulted in 56% sensitivity and 100% specificity and positive predictive value for the determination of cardiac tamponade. CONCLUSIONS Our study suggests that CT measurements related to PeEff size and thickness aid in the diagnosis of cardiac tamponade.
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Affiliation(s)
| | - Frederick S Ling
- Medicine, Cardiology, University of Rochester Medical Center, Rochester, NY
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McMahon BJ, Shrestha P, Thode HC, Morley EJ, Rao B, Tawfik GA, Adhiyaman A, Devitt C, Godbole N, Pizzuti J, Shah K, Willems B, McKenna P, Singer AJ. Impact of HEART Score Decision Aid on Coronary Computed Tomography Angiography Utilization and Diagnostic Yield in the Emergency Department. Crit Pathw Cardiol 2023; 22:45-49. [PMID: 37220658 DOI: 10.1097/hpc.0000000000000318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
OBJECTIVE Emergency physicians are challenged to efficiently and reliably risk stratify patients presenting with chest pain (CP) to optimize diagnostic testing and avoid unnecessary hospital admissions. The objective of our study was to evaluate the impact of a HEART score-based decision aid (HSDA) integrated in the electronic health record on coronary computed tomography angiography (CCTA) utilization and diagnostic yield in adult emergency department (ED) CP patients with suspected acute coronary syndrome. METHODS We conducted a before and after study to determine whether implementation of a mandatory computerized HSDA would reduce CCTA utilization in ED CP patients and improve the diagnostic yield of obstructive coronary artery disease (CAD) (≥50%). We included all adult ED CP patients with suspected acute coronary syndrome during the first 6 months of 2018 (before) and 2020 (after) at a large academic center. CCTA utilization and obstructive CAD yield were compared in patients before and after implementing the HSDA using χ2 tests. Secondarily, we assessed the association of HEART scores and CCTA results. RESULTS Of the 3095 CP patients during the before study period, 733 underwent CCTA. Of the 2692 CP patients during the after study period, 339 underwent CCTA. CCTA utilization before and after HSDA was 23.4% [95% confidence interval (95% CI), 22.2-25.2] and 12.6% (95% CI, 11.4-13.0), respectively; mean difference was 11.1% (95% CI, 0.9-13.0). Among 1072 patients undergoing CCTA, mean (SD) age and percent females before versus after HSDA were 54 (11) versus 56 (11) years and 50% versus 49%, respectively. We included 1014 patients (686 before and 328 after) for the yield analysis. Obstructive CAD was present in 15% (95% CI, 12.7-17.9) and 20.1% (95% CI, 16.1-24.7) before and after HSDA, respectively; mean difference was 4.9% (95% CI, 0.1-10.1). CONCLUSIONS Implementation of a mandatory electronic health record HSDA aid reduced ED CCTA utilization by half and improved the diagnostic yield.
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Affiliation(s)
- Brian J McMahon
- From the Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY
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Dasari M, Arun Kumar P, Singh Y, Ramsaran E. New scoring system for acute chest pain risk stratification: Is it worth SVEAT-ing it? World J Cardiol 2023; 15:200-204. [PMID: 37124978 PMCID: PMC10130892 DOI: 10.4330/wjc.v15.i4.200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 03/28/2023] [Accepted: 04/10/2023] [Indexed: 04/20/2023] Open
Abstract
The emergency room is a very potent environment in the hospital. With the growing demands of the population, improved accessibility to health resources, and the onslaught of the triple pandemic, it is extremely crucial to triage patients at presentation. In the spectrum of complaints, chest pain is the commonest. Despite it being a daily ailment, chest pain brings concern to every physician at first. Chest pain could span from acute coronary syndrome, pulmonary embolism, and aortic dissection (all potentially fatal) to reflux, zoster, or musculoskeletal causes that do not need rapid interventions. We often employ scoring systems such as GRACE/PURSUIT/TIMI to assist in clinical decision-making. Over the years, the HEART score became a popular and effective tool for predicting the risk of 30-d major adverse cardiovascular events. Recently, a new scoring system called SVEAT was developed and compared to the HEART score. We have attempted to summarize how these scoring systems differ and their generalizability. With an increasing number of scoring systems being introduced, one must also prevent anchorage bias; i.e., tools such as these are only diagnosis-specific and not organ-specific, and other emergent differential diagnoses must also be kept in mind before discharging the patient home without additional workup.
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Affiliation(s)
- Mahati Dasari
- Department of Internal Medicine, Saint Vincent Hospital, Worcester, MA 01608, United States
| | - Pramukh Arun Kumar
- Department of Internal Medicine, Saint Vincent Hospital, Worcester, MA 01608, United States
| | - Yuvaraj Singh
- Department of Internal Medicine, Saint Vincent Hospital, Worcester, MA 01608, United States.
| | - Eddison Ramsaran
- Department of Cardiology, Saint Vincent Hospital, Worcester, MA 01608, United States
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Ihdayhid AR, Lan NSR, Figtree GA, Patel S, Arnott C, Hamilton-Craig C, Psaltis PJ, Leipsic J, Fairbairn T, Wahi S, Hillis GS, Rankin JM, Dwivedi G, Nicholls SJ. Contemporary Chest Pain Evaluation: The Australian Case for Cardiac CT. Heart Lung Circ 2023; 32:297-306. [PMID: 36610819 DOI: 10.1016/j.hlc.2022.12.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 10/07/2022] [Accepted: 12/06/2022] [Indexed: 01/07/2023]
Abstract
Computed tomography coronary angiography (CTCA) is a non-invasive diagnostic modality that provides a comprehensive anatomical assessment of the coronary arteries and coronary atherosclerosis, including plaque burden, composition and morphology. The past decade has witnessed an increase in the role of CTCA for evaluating patients with both stable and acute chest pain, and recent international guidelines have provided increasing support for a first line CTCA diagnostic strategy in select patients. CTCA offers some advantages over current functional tests in the detection of obstructive and non-obstructive coronary artery disease, as well as for ruling out obstructive coronary artery disease. Recent randomised trials have also shown that CTCA improves prognostication and guides the use of guideline-directed preventive therapies, leading to improved clinical outcomes. CTCA technology advances such as fractional flow reserve, plaque quantification and perivascular fat inflammation potentially allow for more personalised risk assessment and targeted therapies. Further studies evaluating demand, supply, and cost-effectiveness of CTCA for evaluating chest pain are required in Australia. This discussion paper revisits the evidence supporting the use of CTCA, provides an overview of its implications and limitations, and considers its potential role for chest pain evaluation pathways in Australia.
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Affiliation(s)
- Abdul Rahman Ihdayhid
- Department of Cardiology, Fiona Stanley Hospital, Perth, WA, Australia; Harry Perkins Institute of Medical Research, Curtin University, Perth, WA, Australia.
| | - Nick S R Lan
- Department of Cardiology, Fiona Stanley Hospital, Perth, WA, Australia; Harry Perkins Institute of Medical Research, University of Western Australia, Perth, WA, Australia
| | - Gemma A Figtree
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; Kolling Institute of Medical Research, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Sanjay Patel
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Clare Arnott
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Cardiovascular Division, The George Institute for Global Health, Sydney, NSW, Australia
| | | | - Peter J Psaltis
- Department of Cardiology, Royal Adelaide Hospital, Central Adelaide Local Health Network, Adelaide, SA, Australia
| | - Jonathon Leipsic
- University of British Columbia, St Paul's Hospital, Vancouver, Canada
| | | | - Sudhir Wahi
- Princess Alexandra Hospital, University of Queensland, Brisbane, Qld, Australia
| | - Graham S Hillis
- Department of Cardiology and University of Western Australia, Royal Perth Hospital, Perth, WA, Australia
| | - James M Rankin
- Department of Cardiology, Fiona Stanley Hospital, Perth, WA, Australia
| | - Girish Dwivedi
- Department of Cardiology, Fiona Stanley Hospital, Perth, WA, Australia; Harry Perkins Institute of Medical Research, University of Western Australia, Perth, WA, Australia
| | - Stephen J Nicholls
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Monash University, Melbourne, Vic, Australia
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Chaudhari GR, Mayfield JJ, Barrios JP, Abreau S, Avram R, Olgin JE, Tison GH. Deep learning augmented ECG analysis to identify biomarker-defined myocardial injury. Sci Rep 2023; 13:3364. [PMID: 36849487 PMCID: PMC9969952 DOI: 10.1038/s41598-023-29989-9] [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: 03/23/2022] [Accepted: 02/14/2023] [Indexed: 03/01/2023] Open
Abstract
Chest pain is a common clinical complaint for which myocardial injury is the primary concern and is associated with significant morbidity and mortality. To aid providers' decision-making, we aimed to analyze the electrocardiogram (ECG) using a deep convolutional neural network (CNN) to predict serum troponin I (TnI) from ECGs. We developed a CNN using 64,728 ECGs from 32,479 patients who underwent ECG within 2 h prior to a serum TnI laboratory result at the University of California, San Francisco (UCSF). In our primary analysis, we classified patients into groups of TnI < 0.02 or ≥ 0.02 µg/L using 12-lead ECGs. This was repeated with an alternative threshold of 1.0 µg/L and with single-lead ECG inputs. We also performed multiclass prediction for a set of serum troponin ranges. Finally, we tested the CNN in a cohort of patients selected for coronary angiography, including 3038 ECGs from 672 patients. Cohort patients were 49.0% female, 42.8% white, and 59.3% (19,283) never had a positive TnI value (≥ 0.02 µg/L). CNNs accurately predicted elevated TnI, both at a threshold of 0.02 µg/L (AUC = 0.783, 95% CI 0.780-0.786) and at a threshold of 1.0 µg/L (AUC = 0.802, 0.795-0.809). Models using single-lead ECG data achieved significantly lower accuracy, with AUCs ranging from 0.740 to 0.773 with variation by lead. Accuracy of the multi-class model was lower for intermediate TnI value-ranges. Our models performed similarly on the cohort of patients who underwent coronary angiography. Biomarker-defined myocardial injury can be predicted by CNNs from 12-lead and single-lead ECGs.
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Affiliation(s)
- Gunvant R. Chaudhari
- grid.266102.10000 0001 2297 6811Department of Medicine, University of California, 555 Mission Bay Blvd South Box 3120, San Francisco, CA 94158 USA
| | - Jacob J. Mayfield
- grid.266102.10000 0001 2297 6811Department of Medicine, University of California, 555 Mission Bay Blvd South Box 3120, San Francisco, CA 94158 USA ,grid.34477.330000000122986657Division of Cardiology, University of Washington, Seattle, USA
| | - Joshua P. Barrios
- grid.266102.10000 0001 2297 6811Division of Cardiology, University of California, San Francisco, USA ,grid.266102.10000 0001 2297 6811Cardiovascular Research Institute, University of California, San Francisco, USA
| | - Sean Abreau
- grid.266102.10000 0001 2297 6811Division of Cardiology, University of California, San Francisco, USA ,grid.266102.10000 0001 2297 6811Cardiovascular Research Institute, University of California, San Francisco, USA
| | - Robert Avram
- grid.266102.10000 0001 2297 6811Department of Medicine, University of California, 555 Mission Bay Blvd South Box 3120, San Francisco, CA 94158 USA ,grid.266102.10000 0001 2297 6811Division of Cardiology, University of California, San Francisco, USA
| | - Jeffrey E. Olgin
- grid.266102.10000 0001 2297 6811Department of Medicine, University of California, 555 Mission Bay Blvd South Box 3120, San Francisco, CA 94158 USA ,grid.266102.10000 0001 2297 6811Division of Cardiology, University of California, San Francisco, USA ,grid.266102.10000 0001 2297 6811Cardiovascular Research Institute, University of California, San Francisco, USA
| | - Geoffrey H. Tison
- grid.266102.10000 0001 2297 6811Department of Medicine, University of California, 555 Mission Bay Blvd South Box 3120, San Francisco, CA 94158 USA ,grid.266102.10000 0001 2297 6811Division of Cardiology, University of California, San Francisco, USA ,grid.266102.10000 0001 2297 6811Cardiovascular Research Institute, University of California, San Francisco, USA ,grid.266102.10000 0001 2297 6811Bakar Institute of Computational Health Sciences, University of California, San Francisco, USA
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Pareek M, Kragholm KH, Kristensen AMD, Vaduganathan M, Pallisgaard JL, Byrne C, Biering-Sørensen T, Lee CJY, Bonde AN, Mortensen MB, Maeng M, Fosbøl EL, Køber L, Olsen NT, Gislason GH, Bhatt DL, Torp-Pedersen C. Serial troponin-T and long-term outcomes in suspected acute coronary syndrome. Eur Heart J 2023; 44:502-512. [PMID: 36329643 DOI: 10.1093/eurheartj/ehac629] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 09/11/2022] [Accepted: 10/24/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Long-term prognostic implications of serial high-sensitivity troponin concentrations in subjects with suspected acute coronary syndrome are unknown. METHODS AND RESULTS Individuals with a first diagnosis of myocardial infarction, unstable angina, observation for suspected myocardial infarction, or chest pain from 2012 through 2019 who underwent two high-sensitivity troponin-T (hsTnT) measurements 1-7 h apart were identified through Danish national registries. Absolute and relative risks for death at days 0-30 and 31-365, stratified for whether subjects had normal or elevated hsTnT concentrations, and whether these concentrations changed by <20%, > 20 to 50%, or >50% in either direction from first to second measurement, were calculated through multivariable logistic regression with average treatment effect modeling. Of the 28 902 individuals included, 2.8% had died at 30 days, whereas 4.9% of those who had survived the first 30 days died between days 31-365. The standardized risk of death was highest among subjects with two elevated hsTnT concentrations (0-30 days: 4.3%, 31-365 days: 7.2%). In this group, mortality was significantly higher in those with a > 20 to 50% or >50% rise from first to second measurement, though only at 30 days. The risk of death was very low in subjects with two normal hsTnT concentrations (0-30 days: 0.1%, 31-365 days: 0.9%) and did not depend on relative or absolute changes between measurements. CONCLUSIONS Individuals with suspected acute coronary syndrome and two consecutively elevated hsTnT concentrations consistently had the highest risk of death. Mortality was very low in subjects with two normal hsTnT concentrations, irrespective of changes between measurements.
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Affiliation(s)
- Manan Pareek
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Gentofte Hospitalsvej 4, 2900 Hellerup, Denmark.,Department of Cardiology, Copenhagen University Hospital - North Zealand Hospital, Dyrehavevej 29, 3400 Hillerød, Denmark.,Brigham and Women's Hospital Heart & Vascular Center, Harvard Medical School, 75 Francis St, 02115 Boston, MA, USA
| | - Kristian H Kragholm
- Department of Cardiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark
| | - Anna Meta Dyrvig Kristensen
- Department of Cardiology, Copenhagen University Hospital - North Zealand Hospital, Dyrehavevej 29, 3400 Hillerød, Denmark
| | - Muthiah Vaduganathan
- Brigham and Women's Hospital Heart & Vascular Center, Harvard Medical School, 75 Francis St, 02115 Boston, MA, USA
| | - Jannik L Pallisgaard
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Gentofte Hospitalsvej 4, 2900 Hellerup, Denmark
| | - Christina Byrne
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Gentofte Hospitalsvej 4, 2900 Hellerup, Denmark.,Department of Cardiology, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Tor Biering-Sørensen
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Gentofte Hospitalsvej 4, 2900 Hellerup, Denmark.,Institute of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen, Denmark
| | - Christina Ji-Young Lee
- Department of Cardiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark
| | - Anders Nissen Bonde
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Gentofte Hospitalsvej 4, 2900 Hellerup, Denmark
| | - Martin Bødtker Mortensen
- Department of Cardiology, Aarhus University Hospital, Skejby, Palle Juul-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Michael Maeng
- Department of Cardiology, Aarhus University Hospital, Skejby, Palle Juul-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Emil L Fosbøl
- Department of Cardiology, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Lars Køber
- Department of Cardiology, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Niels Thue Olsen
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Gentofte Hospitalsvej 4, 2900 Hellerup, Denmark
| | - Gunnar H Gislason
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Gentofte Hospitalsvej 4, 2900 Hellerup, Denmark
| | - Deepak L Bhatt
- Brigham and Women's Hospital Heart & Vascular Center, Harvard Medical School, 75 Francis St, 02115 Boston, MA, USA
| | - Christian Torp-Pedersen
- Department of Cardiology, Copenhagen University Hospital - North Zealand Hospital, Dyrehavevej 29, 3400 Hillerød, Denmark.,Department of Cardiology, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark
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Damluji AA, Forman DE, Wang TY, Chikwe J, Kunadian V, Rich MW, Young BA, Page RL, DeVon HA, Alexander KP. Management of Acute Coronary Syndrome in the Older Adult Population: A Scientific Statement From the American Heart Association. Circulation 2023; 147:e32-e62. [PMID: 36503287 PMCID: PMC10312228 DOI: 10.1161/cir.0000000000001112] [Citation(s) in RCA: 135] [Impact Index Per Article: 67.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Diagnostic and therapeutic advances during the past decades have substantially improved health outcomes for patients with acute coronary syndrome. Both age-related physiological changes and accumulated cardiovascular risk factors increase the susceptibility to acute coronary syndrome over a lifetime. Compared with younger patients, outcomes for acute coronary syndrome in the large and growing demographic of older adults are relatively worse. Increased atherosclerotic plaque burden and complexity of anatomic disease, compounded by age-related cardiovascular and noncardiovascular comorbid conditions, contribute to the worse prognosis observed in older individuals. Geriatric syndromes, including frailty, multimorbidity, impaired cognitive and physical function, polypharmacy, and other complexities of care, can undermine the therapeutic efficacy of guidelines-based treatments and the resiliency of older adults to survive and recover, as well. In this American Heart Association scientific statement, we (1) review age-related physiological changes that predispose to acute coronary syndrome and management complexity; (2) describe the influence of commonly encountered geriatric syndromes on cardiovascular disease outcomes; and (3) recommend age-appropriate and guideline-concordant revascularization and acute coronary syndrome management strategies, including transitions of care, the use of cardiac rehabilitation, palliative care services, and holistic approaches. The primacy of individualized risk assessment and patient-centered care decision-making is highlighted throughout.
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41
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Ramos J, Wolek H. Chest Pain. PHYSICIAN ASSISTANT CLINICS 2023. [DOI: 10.1016/j.cpha.2022.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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42
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Wang KL, Meah MN, Bularga A, Singh T, Williams MC, Newby DE. Computed tomography coronary angiography in non-ST-segment elevation myocardial infarction. Br J Radiol 2022; 95:20220346. [PMID: 36017975 PMCID: PMC9733606 DOI: 10.1259/bjr.20220346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 07/15/2022] [Accepted: 08/04/2022] [Indexed: 11/05/2022] Open
Abstract
Electrocardiography and high-sensitivity cardiac troponin testing are routinely applied as the initial step for clinical evaluation of patients with suspected non-ST-segment elevation myocardial infarction. Once diagnosed, patients with non-ST-segment elevation myocardial infarction are commenced on antithrombotic and secondary preventative therapies before undergoing invasive coronary angiography to determine the strategy of coronary revascularisation. However, this clinical pathway is imperfect and can lead to challenges in the diagnosis, management, and clinical outcomes of these patients. Computed tomography coronary angiography (CTCA) has increasingly been utilised in the setting of patients with suspected non-ST-segment elevation myocardial infarction, where it has an important role in avoiding unnecessary invasive coronary angiography and reducing downstream non-invasive functional testing for myocardial ischaemia. CTCA is an excellent gatekeeper for the cardiac catheterisation laboratory. In addition, CTCA provides complementary information for patients with myocardial infarction in the absence of obstructive coronary artery disease and highlights alternative or incidental diagnoses for those with cardiac troponin elevation. However, the routine application of CTCA has yet to demonstrate an impact on subsequent major adverse cardiovascular events. There are several ongoing studies evaluating CTCA and its associated technologies that will define and potentially expand its application in patients with suspected or diagnosed non-ST-segment elevation myocardial infarction. We here review the current evidence relating to the clinical application of CTCA in patients with non-ST-segment elevation myocardial infarction and highlight the areas where CTCA is likely to have an increasing important role and impact for our patients.
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Affiliation(s)
| | - Mohammed N Meah
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Anda Bularga
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Trisha Singh
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Michelle C Williams
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - David E Newby
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
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Kontos MC, de Lemos JA, Deitelzweig SB, Diercks DB, Gore MO, Hess EP, McCarthy CP, McCord JK, Musey PI, Villines TC, Wright LJ. 2022 ACC Expert Consensus Decision Pathway on the Evaluation and Disposition of Acute Chest Pain in the Emergency Department: A Report of the American College of Cardiology Solution Set Oversight Committee. J Am Coll Cardiol 2022; 80:1925-1960. [PMID: 36241466 PMCID: PMC10691881 DOI: 10.1016/j.jacc.2022.08.750] [Citation(s) in RCA: 92] [Impact Index Per Article: 30.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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44
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Kaur G, Chand S, Rai D, Baibhav B, Blankstein R, Mukherjee D, Levy P, Gulati M. Contemporary Risk Stratification of Acute Coronary Syndrome. US CARDIOLOGY REVIEW 2022; 16:e23. [PMID: 39600828 PMCID: PMC11588174 DOI: 10.15420/usc.2022.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 06/27/2022] [Indexed: 11/06/2022] Open
Abstract
Chest pain is one of the most common presenting concerns of patients seeking care in the emergency department, and the underlying etiology can range from acute coronary syndrome to various other non-cardiac causes. Initial evaluation should focus on characterizing symptoms and identifying risk factors, but further risk stratification using clinical decision pathways and biomarkers (cardiac troponin) is essential. The 2021 American Heart Association/American College of Cardiology guidelines for the evaluation and diagnosis of chest pain represent the first ever guidelines for the evaluation of patients with acute chest pain. The contemporary risk stratification methods described in these guidelines allow for the identification of patient subgroups: patients who do not require further testing, patients who should proceed directly to the cath lab, and patients who will benefit from further anatomic or functional testing. In this review, we describe contemporary risk stratification methods for acute coronary syndrome and summarize the recommendations put forth by the guidelines.
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Affiliation(s)
- Gurleen Kaur
- Department of Internal Medicine, Brigham and Women’s HospitalBoston, MA
| | - Swati Chand
- Department of Internal Medicine, Rochester General HospitalRochester, NY
| | - Devesh Rai
- Department of Cardiology, Sands-Constellation Heart Institute, Rochester Regional HealthRochester, NY
| | - Bipul Baibhav
- Department of Cardiology, Sands-Constellation Heart Institute, Rochester Regional HealthRochester, NY
| | - Ron Blankstein
- Cardiovascular Division, Brigham and Women’s HospitalBoston, MA
| | - Debabrata Mukherjee
- Division of Cardiovascular Diseases, Texas Tech University Health Sciences Center at El PasoEl Paso, TX
| | - Phillip Levy
- Department of Emergency Medicine, Wayne State UniversityDetroit, MI
| | - Martha Gulati
- Department of Cardiology, Barbra Streisand Women’s Heart Center, Cedars-Sinai Smidt Heart InstituteLos Angeles, CA
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Jin BT, Palleti R, Shi S, Ng AY, Quinn JV, Rajpurkar P, Kim D. Transfer learning enables prediction of myocardial injury from continuous single-lead electrocardiography. J Am Med Inform Assoc 2022; 29:1908-1918. [PMID: 35994003 PMCID: PMC9552286 DOI: 10.1093/jamia/ocac135] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/26/2022] [Accepted: 08/03/2022] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Chest pain is common, and current risk-stratification methods, requiring 12-lead electrocardiograms (ECGs) and serial biomarker assays, are static and restricted to highly resourced settings. Our objective was to predict myocardial injury using continuous single-lead ECG waveforms similar to those obtained from wearable devices and to evaluate the potential of transfer learning from labeled 12-lead ECGs to improve these predictions. METHODS We studied 10 874 Emergency Department (ED) patients who received continuous ECG monitoring and troponin testing from 2020 to 2021. We defined myocardial injury as newly elevated troponin in patients with chest pain or shortness of breath. We developed deep learning models of myocardial injury using continuous lead II ECG from bedside monitors as well as conventional 12-lead ECGs from triage. We pretrained single-lead models on a pre-existing corpus of labeled 12-lead ECGs. We compared model predictions to those of ED physicians. RESULTS A transfer learning strategy, whereby models for continuous single-lead ECGs were first pretrained on 12-lead ECGs from a separate cohort, predicted myocardial injury as accurately as models using patients' own 12-lead ECGs: area under the receiver operating characteristic curve 0.760 (95% confidence interval [CI], 0.721-0.799) and area under the precision-recall curve 0.321 (95% CI, 0.251-0.397). Models demonstrated a high negative predictive value for myocardial injury among patients with chest pain or shortness of breath, exceeding the predictive performance of ED physicians, while attending to known stigmata of myocardial injury. CONCLUSIONS Deep learning models pretrained on labeled 12-lead ECGs can predict myocardial injury from noisy, continuous monitor data early in a patient's presentation. The utility of continuous single-lead ECG in the risk stratification of chest pain has implications for wearable devices and preclinical settings, where external validation of the approach is needed.
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Affiliation(s)
- Boyang Tom Jin
- Department of Computer Science, Stanford University, Palo Alto, California, USA
| | - Raj Palleti
- Department of Computer Science, Stanford University, Palo Alto, California, USA
| | - Siyu Shi
- Department of Medicine, Stanford University, Palo Alto, California, USA
| | - Andrew Y Ng
- Department of Computer Science, Stanford University, Palo Alto, California, USA
| | - James V Quinn
- Department of Emergency Medicine, Stanford University, Palo Alto, California, USA
| | - Pranav Rajpurkar
- Department of Biomedical Informatics, Harvard University, Boston, Massachusetts, USA
| | - David Kim
- Department of Emergency Medicine, Stanford University, Palo Alto, California, USA
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SHANG Z, LIU Y, YUAN YY, WANG XY, YU HY, GAO W. Early identification of STEMI patients with emergency chest pain using lipidomics combined with machine learning. J Geriatr Cardiol 2022; 19:685-695. [PMID: 36284682 PMCID: PMC9548052 DOI: 10.11909/j.issn.1671-5411.2022.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023] Open
Abstract
OBJECTIVES To analyze the differential expression of lipid spectrum between ST-segment elevated myocardial infarction (STEMI) and patients with emergency chest pain and excluded coronary artery disease (CAD), and establish the predictive model which could predict STEMI in the early stage. METHODS We conducted a single-center, nested case-control study using the emergency chest pain cohort of Peking University Third Hospital. Untargeted lipidomics were conducted while LASSO regression as well as XGBoost combined with greedy algorithm were used to select lipid molecules. RESULTS Fifty-two STEMI patients along with 52 controls were enrolled. A total of 1925 lipid molecules were detected. There were 93 lipid molecules in the positive ion mode which were differentially expressed between the STEMI and the control group, while in the negative ion mode, there were 73 differentially expressed lipid molecules. In the positive ion mode, the differentially expressed lipid subclasses were mainly diacylglycerol (DG), lysophophatidylcholine (LPC), acylcarnitine (CAR), lysophosphatidyl ethanolamine (LPE), and phosphatidylcholine (PC), while in the negative ion mode, significantly expressed lipid subclasses were mainly free fatty acid (FA), LPE, PC, phosphatidylethanolamine (PE), and phosphatidylinositol (PI). LASSO regression selected 22 lipids while XGBoost combined with greedy algorithm selected 10 lipids. PC (15: 0/18: 2), PI (19: 4), and LPI (20: 3) were the overlapping lipid molecules selected by the two feature screening methods. Logistic model established using the three lipids had excellent performance in discrimination and calibration both in the derivation set (AUC: 0.972) and an internal validation set (AUC: 0.967). In 19 STEMI patients with normal cardiac troponin, 18 patients were correctly diagnosed using lipid model. CONCLUSIONS The differentially expressed lipids were mainly DG, CAR, LPC, LPE, PC, PI, PE, and FA. Using lipid molecules selected by XGBoost combined with greedy algorithm and LASSO regression to establish model could accurately predict STEMI even in the more earlier stage.
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Affiliation(s)
- Zhi SHANG
- Department of Cardiology, Peking University Third Hospital, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Yang LIU
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking-Tsinghua Center for Life Sciences, Peking University Health Science Center, Beijing, China
| | - Yu-Yao YUAN
- Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences, Peking-Tsinghua Center for Life Sciences, Peking University Health Science Center, Beijing, China
| | - Xin-Yu WANG
- Department of Cardiology, Peking University Third Hospital, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Hai-Yi YU
- Department of Cardiology, Peking University Third Hospital, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Wei GAO
- Department of Cardiology, Peking University Third Hospital, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
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Alonso M, Neicheril RK, Shettigar S, Lavina A, Seijo de Armas Y, Carter A, Liang H, Alonso A, Piotrkowski JS. Efficacy of Coronary Computed Tomography Angiography Versus Nuclear Perfusion Stress in Preventing Downstream Imaging and Prolonged Inpatient Length of Stay in Low to Medium Risk Patients With Chest Pain. Cureus 2022; 14:e27326. [PMID: 36042990 PMCID: PMC9411707 DOI: 10.7759/cureus.27326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/27/2022] [Indexed: 11/05/2022] Open
Abstract
Background The first-line imaging for low to medium-risk patients presenting to the emergency department with stable chest pain is often a matter of debate. Chest pain is the second most common presentation to the emergency department. Non-invasive imaging has been useful in assisting in the diagnosis of coronary artery disease. Aim The aim of this study is to compare outcomes of Single Photon Emission Computed Tomography (SPECT) Nuclear Perfusion Stress and Coronary Computed Tomography Angiography (CCTA) performed in low to medium-risk patients and how they led to prolonged hospitalization and downstream testing. Materials and methods A total of 519 patients were selected for chart review using the following criteria: admitted for chest pain and older than 18 years of age. Those who presented with STEMI (ST-Elevation Myocardial Infarction) or non-(N)STEMI were excluded. Among these patients, four patients were excluded since their initial test was neither a CCTA nor SPECT Nuclear (NM) Perfusion Stress test. Another 30 patients were excluded based on HEART score (a clinical tool to stratify the risk of major adverse cardiac events) >7 and 111 patients with estimated glomerular filtration rate (eGFR) <60 were excluded. A total of 374 patients underwent analysis. Results Univariate data analysis of 374 patients demonstrated a higher percentage of patients with HEART scores 0-3 underwent CCTA (51.6% vs. 31.8% p=0.0250) when compared to patients with SPECT NM perfusion. Multivariable logistic regression revealed that the difference in length of stay between SPECT NM perfusion stress and CCTA was significant, patients with the CCTA test were less likely to have a length of stay ≥24 hours (odds ratio {OR}=0.41, p=0.0465) compared to patients with NM perfusion stress test. Conclusion This retrospective cohort study demonstrated that patients who underwent CCTA upon chest pain admission were more likely to have a decreased length of stay time to less than 24 hours.
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Dawson LP, Smith K, Cullen L, Nehme Z, Lefkovits J, Taylor AJ, Stub D. Care Models for Acute Chest Pain That Improve Outcomes and Efficiency. J Am Coll Cardiol 2022; 79:2333-2348. [DOI: 10.1016/j.jacc.2022.03.380] [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: 02/11/2022] [Revised: 03/30/2022] [Accepted: 03/30/2022] [Indexed: 10/18/2022]
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Mehta P, McDonald S, Hirani R, Good D, Diercks D. Major adverse cardiac events after emergency department evaluation of chest pain patients with advanced testing: Systematic review and meta-analysis. Acad Emerg Med 2022; 29:748-764. [PMID: 34741781 DOI: 10.1111/acem.14407] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 10/15/2021] [Accepted: 10/26/2021] [Indexed: 12/18/2022]
Abstract
OBJECTIVES Our primary objective was to describe the risk of major adverse cardiac events (MACE) at 1, 6, and 12 months after a negative coronary computed tomography angiogram (cCTA), electrocardiogram (ECG) stress test, stress echocardiography, and myocardial perfusion scintigraphy (MPS) in low- to intermediate-risk patients. METHODS Initially, 952 articles were identified for screening, 81 met criteria for full-text review, and once risk of bias was assessed, 33 articles were included in this meta-analysis. We utilized a random-effects model to assess pooled MACE event proportion for patients undergoing evaluation of acute coronary syndrome (ACS) when risk stratified to a low- to intermediate-risk category after undergoing standard testing. Heterogeneity analysis was performed using Cochrane's Q-test and I2 statistic. RESULTS Twenty-one studies evaluated follow-up at 1 month with cCTA having a 0.09% (95% confidence interval [CI] = 0.03% to 0.26%) pooled MACE compared to 0.23% (95% CI = 0.01% to 5.8%) of the exercise stress testing (p = 1). MPS and cCTA had an overall event rate of 0.15% (95% CI = 0.06% to 0.41%) at 6 months (I2 = 0%). At 12 months, a subgroup analysis found a pooled cCTA MACE of 0.16% (95% CI = 0.04% to 0.65%) compared to 1.68% (95% CI = 0.01% to 2.6%) for stress echocardiography with low within-group heterogeneity (I2 = 0%). Subgroup analysis of cCTA with no disease versus nonobstructive disease (<50% stenosis) did not find statistical difference in the MACE at both 1 month (0.17% [95% CI = 0.04% to 0.67%] vs. 0.06% [95% CI = 0.01% to 0.34%]) and 12 months (0.44% [95% CI = 0.09% to 2.2% vs. 0.54% [95% CI = 0.19% to 1.5%]). CONCLUSIONS Patients presenting with chest pain who have a coronary CTA showing < 50% stenosis, negative ECG stress test, stress echocardiography, or stress myocardial perfusion scan in the past 12 months can be discharged without any further risk stratification if their ECG and troponin are reassuring given low MACE.
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Affiliation(s)
- Prayag Mehta
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Samuel McDonald
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA.,Clinical Informatics Center, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Raiz Hirani
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Daniel Good
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Deborah Diercks
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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Suh EH, Tichter AM, Ranard LS, Amaranto A, Chang BC, Huynh PA, Kratz A, Lee RJ, Rabbani LE, Sacco D, Einstein AJ. Impact of a rapid high‐sensitivity troponin pathway on patient flow in an urban emergency department. J Am Coll Emerg Physicians Open 2022; 3:e12739. [PMID: 35571147 PMCID: PMC9071237 DOI: 10.1002/emp2.12739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 04/16/2022] [Accepted: 04/19/2022] [Indexed: 11/08/2022] Open
Affiliation(s)
- Edward Hyun Suh
- Department of Emergency Medicine Columbia University Irving Medical Center New York City New York USA
| | | | - Lauren S. Ranard
- Division of Cardiology Columbia University Irving Medical Center New York City New York USA
| | - Andrew Amaranto
- Department of Emergency Medicine Hackensack School of Medicine Hackensack New Jersey USA
| | - Betty C. Chang
- Department of Emergency Medicine Columbia University Irving Medical Center New York City New York USA
| | - Phong Anh Huynh
- Department of Emergency Medicine Baylor College of Medicine Houston Texas USA
| | - Alexander Kratz
- Department of Pathology and Cell Biology Columbia University New York City New York USA
| | | | - LeRoy E. Rabbani
- Division of Cardiology Columbia University Irving Medical Center New York City New York USA
| | - Dana Sacco
- Department of Emergency Medicine Columbia University Irving Medical Center New York City New York USA
| | - Andrew J. Einstein
- Division of Cardiology Columbia University Irving Medical Center New York City New York USA
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