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Goldberg A, McGrath S, Marber M. How Close Are We to Patient-Side Troponin Testing? J Clin Med 2024; 13:7570. [PMID: 39768493 PMCID: PMC11727911 DOI: 10.3390/jcm13247570] [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: 11/25/2024] [Revised: 12/08/2024] [Accepted: 12/09/2024] [Indexed: 01/16/2025] Open
Abstract
Laboratory-based high-sensitivity cardiac troponin testing has been the pillar for emergency stratification of suspected acute coronary syndrome for well over a decade. Point-of-care troponin assays achieving the requisite analytical sensitivity have recently been developed and could accelerate such assessment. This review summarises the latest assays and describes their potential diverse clinical utility in the emergency department, community healthcare, pre-hospital, and other hospital settings. It outlines the current clinical data but also highlights the evidence gap, particularly the need for clinical trials using whole blood, that must be addressed for safe and successful implementation of point-of-care troponin analysis into daily practice. Additionally, how point-of-care troponin testing can be coupled with advances in biosensor technology, cardiovascular screening, and triage algorithms is discussed.
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Affiliation(s)
| | - Samuel McGrath
- BHF Centre of Research Excellence, The Rayne Institute, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Michael Marber
- BHF Centre of Research Excellence, The Rayne Institute, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
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2
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Mao Y, Chen Y, Wang A. Effect of chained one-stop emergency nursing combined with optimized triage path nursing on the rescue effect of chest pain patients in emergency department. Biotechnol Genet Eng Rev 2024; 40:1302-1313. [PMID: 36951456 DOI: 10.1080/02648725.2023.2193479] [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: 02/07/2023] [Accepted: 03/16/2023] [Indexed: 03/24/2023]
Abstract
This study aimed to investigate the effect of chained one-stop emergency nursing combined with optimized triage path nursing on emergency chest pain patients. Data of 142 patients with chest pain in emergency department of our hospital were retrospectively analyzed, and from March to May 2022,71 patients with optimized triage route nursing were treated as control group, from June to August 2022, 71 patients with chain one-stop emergency care combined with optimized triage route care were selected as the observation group. Data of completion time of the first electrocardiogram (ECG) completion, troponin result giving time, door to balloon (D to B) time, length of hospital stay and rescue time (disease condition initial assessment time, preliminary examination time, first medical contact time of balloon dilation, D to B dilation time) were collected. The complication rate, adverse event rate and nursing satisfaction were compared between the two groups. The completion time of the first ECG, troponin result giving time, D to B time, initial condition assessment time, hospital stay and rescue time in the observation group were shorter than those in the control group, (all P<0.05). The incidence of complications and adverse events in the observation group were lower than control group (both P<0.05). The scores of nursing satisfaction in the observation group were evidently higher than those in the control group, (P<0.05). Chained one-stop emergency nursing combined with optimized triage path nursing has a good effect on emergency chest pain patients. .
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Affiliation(s)
- Ying Mao
- Department of Emergency, Qingdao Chengyang District People's Hospital, Qingdao, Shandong, China
| | - Yujuan Chen
- Department of Emergency, Qingdao Chengyang District People's Hospital, Qingdao, Shandong, China
| | - Anyan Wang
- Department of Emergency, Qingdao Chengyang District People's Hospital, Qingdao, Shandong, China
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3
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Demandt JPA, Koks A, Sagel D, Haest R, Heijmen E, Thijssen E, El Farissi M, Eerdekens R, van der Harst P, van 't Veer M, Dekker L, Tonino P, Vlaar PJ. External validation of the preHEART score and comparison with current clinical risk scores for prehospital risk assessment in patients with suspected NSTE-ACS. Emerg Med J 2024; 41:610-616. [PMID: 39074964 DOI: 10.1136/emermed-2023-213866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 07/18/2024] [Indexed: 07/31/2024]
Abstract
BACKGROUND Emergency Medical Services (EMS) studies have shown that prehospital risk stratification and triage decisions in patients with suspected non-ST-elevation acute coronary syndrome (NSTE-ACS) can be improved using clinical risk scores with point-of-care (POC) troponin. In current EMS studies, three different clinical risk scores are used in patients suspected of NSTE-ACS: the prehospital History, ECG, Age, Risk and Troponin (preHEART) score, History, ECG, Age, Risk and Troponin (HEART) score and Troponin-only Manchester Acute Coronary Syndromes (T-MACS). The preHEART score lacks external validation and there exists no prospective comparative analysis of the different risk scores within the prehospital setting. The aim of this analysis is to externally validate the preHEART score and compare the diagnostic performance of the these three clinical risk scores and POC-troponin. METHODS Prespecified analysis from a prospective, multicentre, cohort study in patients with suspected NSTE-ACS who were transported to an ED between April 2021 and December 2022 in the Netherlands. Risk stratification is performed by EMS personnel using preHEART, HEART, T-MACS and POC-troponin. The primary end point was the hospital diagnosis of NSTE-ACS. The diagnostic performance was expressed as area under the receiver operating characteristic (AUROC), sensitivity, specificity, negative predictive value (NPV) and positive predictive value (PPV). RESULTS A total of 823 patients were included for external validation of the preHEART score, final hospital diagnosis of NSTE-ACS was made in 29% (n=235). The preHEART score classified 27% as low risk, with a sensitivity of 92.8% (95% CI 88.7 to 95.7) and NPV of 92.3% (95% CI 88.3 to 95.1). The preHEART classified 9% of the patients as high risk, with a specificity of 98.5% (95% CI 97.1 to 99.3) and PPV of 87.7% (95% CI 78.3 to 93.4). Data for comparing clinical risk scores and POC-troponin were available in 316 patients. No difference was found between the preHEART score and HEART score (AUROC 0.83 (95% CI 0.78 to 0.87) vs AUROC 0.80 (95% CI 0.74 to 0.85), p=0.19), and both were superior compared with T-MACS (AUROC 0.72 (95% CI 0.66 to 0.79), p≤0.001 and p=0.03, respectively) and POC-troponin measurement alone (AUROC 0.71 (95% CI 0.64 to 0.78), p<0.001 and p=0.01, respectively). CONCLUSION On external validation, the preHEART demonstrates good overall diagnostic performance as a prehospital risk stratification tool. Both the preHEART and HEART scores have better overall diagnostic performance compared with T-MACS and sole POC-troponin measurement. These data support the implementation of clinical risk scores in prehospital clinical pathways. TRIAL REGISTRATION NUMBER NCT05243485.
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Affiliation(s)
- Jesse P A Demandt
- Department of Cardiology, Catharina Hospital, Eindhoven, The Netherlands
| | - Arjan Koks
- GGD Brabant-Zuidoost, Eindhoven, The Netherlands
| | - Dennis Sagel
- Regional Ambulance Services, Groningen, The Netherlands
| | - Rutger Haest
- Department of Cardiology, St Anna Hospital, Geldrop, The Netherlands
| | - Eric Heijmen
- Department of Cardiology, Elkerliek Hospital, Helmond, The Netherlands
| | - Eric Thijssen
- Department of Cardiology, Maxima Medical Centre, Veldhoven, The Netherlands
| | - Mohamed El Farissi
- Department of Cardiology, Catharina Hospital, Eindhoven, The Netherlands
| | - Rob Eerdekens
- Department of Cardiology, Catharina Hospital, Eindhoven, The Netherlands
| | - Pim van der Harst
- Department of Cardiology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Marcel van 't Veer
- Department of Cardiology, Catharina Hospital, Eindhoven, The Netherlands
| | - Lukas Dekker
- Department of Cardiology, Catharina Hospital, Eindhoven, The Netherlands
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Pim Tonino
- Department of Cardiology, Catharina Hospital, Eindhoven, The Netherlands
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Pieter J Vlaar
- Department of Cardiology, Catharina Hospital, Eindhoven, The Netherlands
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4
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Aarts GWA, Camaro C, Adang EMM, Rodwell L, van Hout R, Brok G, Hoare A, de Pooter F, de Wit W, Cramer GE, van Kimmenade RRJ, Ouwendijk E, Rutten MH, Zegers E, van Geuns RJM, Gomes MER, Damman P, van Royen N. Pre-hospital rule-out of non-ST-segment elevation acute coronary syndrome by a single troponin: final one-year outcomes of the ARTICA randomised trial. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2024; 10:411-420. [PMID: 38236708 PMCID: PMC11307197 DOI: 10.1093/ehjqcco/qcae004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 01/02/2024] [Accepted: 01/15/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND AND AIMS The healthcare burden of acute chest pain is enormous. In the randomized ARTICA trial, we showed that pre-hospital identification of low-risk patients and rule-out of non-ST-segment elevation acute coronary syndrome (NSTE-ACS) with point-of-care (POC) troponin measurement reduces 30-day healthcare costs with low major adverse cardiac events (MACE) incidence. Here we present the final 1-year results of the ARTICA trial. METHODS Low-risk patients with suspected NSTE-ACS were randomized to pre-hospital rule-out with POC troponin measurement or emergency department (ED) transfer. Primary 1-year outcome was healthcare costs. Secondary outcomes were safety, quality of life (QoL), and cost-effectiveness. Safety was defined as a 1-year MACE consisting of ACS, unplanned revascularization, or all-cause death. QoL was measured with EuroQol-5D-5L questionnaires. Cost-effectiveness was defined as 1-year healthcare costs difference per QoL difference. RESULTS Follow-up was completed for all 863 patients. Healthcare costs were significantly lower in the pre-hospital strategy (€1932 ± €2784 vs. €2649 ± €2750), mean difference €717 [95% confidence interval (CI) €347 to €1087; P < 0.001]. In the total population, the 1-year MACE rate was comparable between groups [5.1% (22/434) in the pre-hospital strategy vs. 4.2% (18/429) in the ED strategy; P = 0.54]. In the ruled-out ACS population, 1-year MACE remained low [1.7% (7/419) vs. 1.4% (6/417)], risk difference 0.2% (95% CI -1.4% to 1.9%; P = 0.79). QoL showed no significant difference between strategies. CONCLUSIONS Pre-hospital rule-out of NSTE-ACS with POC troponin testing in low-risk patients is cost-effective, as expressed by a sustainable healthcare cost reduction and no significant effect on QoL. One-year MACE remained low for both strategies.
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Affiliation(s)
- Goaris W A Aarts
- Department of Cardiology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Cyril Camaro
- Department of Cardiology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Eddy M M Adang
- Department of Health Evidence, Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Laura Rodwell
- Department of Health Evidence, Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Roger van Hout
- Ambulance Service, Safety Region Gelderland-Zuid, Nijmegen, The Netherlands
| | - Gijs Brok
- Ambulance Service, Safety Region Gelderland-Zuid, Nijmegen, The Netherlands
| | - Anouk Hoare
- Ambulance Service, Witte Kruis, Houten, The Netherlands
| | - Frank de Pooter
- Ambulance Service, Witte Kruis, Safety Region Noord-en Oost-Gelderland, Elburg, The Netherlands
| | - Walter de Wit
- Ambulance Service, Witte Kruis, Safety Region Zeeland, Goes, The Netherlands
| | - Gilbert E Cramer
- Department of Cardiology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | | | - Eva Ouwendijk
- General Practitioner Centre Nijmegen and Boxmeer, Nijmegen, The Netherlands
| | - Martijn H Rutten
- General Practitioner Cooperative Noord-Limburg, Venlo, The Netherlands
| | - Erwin Zegers
- Department of Cardiology, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
| | | | - Marc E R Gomes
- Department of Cardiology, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
| | - Peter Damman
- Department of Cardiology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Niels van Royen
- Department of Cardiology, Radboud University Medical Centre, Nijmegen, The Netherlands
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Goldschmied A, Sigle M, Faller W, Heurich D, Gawaz M, Müller KAL. Preclinical identification of acute coronary syndrome without high sensitivity troponin assays using machine learning algorithms. Sci Rep 2024; 14:9796. [PMID: 38684774 PMCID: PMC11058266 DOI: 10.1038/s41598-024-60249-6] [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: 10/01/2023] [Accepted: 04/20/2024] [Indexed: 05/02/2024] Open
Abstract
Preclinical management of patients with acute chest pain and their identification as candidates for urgent coronary revascularization without the use of high sensitivity troponin essays remains a critical challenge in emergency medicine. We enrolled 2760 patients (average age 70 years, 58.6% male) with chest pain and suspected ACS, who were admitted to the Emergency Department of the University Hospital Tübingen, Germany, between August 2016 and October 2020. Using 26 features, eight Machine learning models (non-deep learning models) were trained with data from the preclinical rescue protocol and compared to the "TropOut" score (a modified version of the "preHEART" score which consists of history, ECG, age and cardiac risk but without troponin analysis) to predict major adverse cardiac event (MACE) and acute coronary artery occlusion (ACAO). In our study population MACE occurred in 823 (29.8%) patients and ACAO occurred in 480 patients (17.4%). Interestingly, we found that all machine learning models outperformed the "TropOut" score. The VC and the LR models showed the highest area under the receiver operating characteristic (AUROC) for predicting MACE (AUROC = 0.78) and the VC showed the highest AUROC for predicting ACAO (AUROC = 0.81). A SHapley Additive exPlanations (SHAP) analyses based on the XGB model showed that presence of ST-elevations in the electrocardiogram (ECG) were the most important features to predict both endpoints.
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Affiliation(s)
- Andreas Goldschmied
- Department of Cardiology and Angiology, University Hospital of the Eberhard Karls University Tuebingen, Otfried-Mueller-Str.10, 72076, Tübingen, Germany
| | - Manuel Sigle
- Department of Cardiology and Angiology, University Hospital of the Eberhard Karls University Tuebingen, Otfried-Mueller-Str.10, 72076, Tübingen, Germany
| | - Wenke Faller
- Department of Cardiology and Angiology, University Hospital of the Eberhard Karls University Tuebingen, Otfried-Mueller-Str.10, 72076, Tübingen, Germany
| | - Diana Heurich
- Department of Cardiology and Angiology, University Hospital of the Eberhard Karls University Tuebingen, Otfried-Mueller-Str.10, 72076, Tübingen, Germany
| | - Meinrad Gawaz
- Department of Cardiology and Angiology, University Hospital of the Eberhard Karls University Tuebingen, Otfried-Mueller-Str.10, 72076, Tübingen, Germany
| | - Karin Anne Lydia Müller
- Department of Cardiology and Angiology, University Hospital of the Eberhard Karls University Tuebingen, Otfried-Mueller-Str.10, 72076, Tübingen, Germany.
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6
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Demandt J, Koks A, Sagel D, van Hattem VAE, Haest RJ, Heijmen E, Thijssen H, Otterspoor LC, van Veghel D, Eerdekens R, El Farissi M, Teeuwen K, Wijnbergen I, van der Harst P, Pijls NHJ, van 't Veer M, Tonino PAL, Dekker LRC, Vlaar PJ. Prehospital risk assessment and direct transfer to a percutaneous coronary intervention centre in suspected acute coronary syndrome. Heart 2024; 110:408-415. [PMID: 38040452 DOI: 10.1136/heartjnl-2023-323346] [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: 08/17/2023] [Accepted: 10/16/2023] [Indexed: 12/03/2023] Open
Abstract
OBJECTIVE Prehospital risk stratification and triage are currently not performed in patients suspected of non-ST-segment elevation acute coronary syndrome (NSTE-ACS). This may lead to prolonged time to revascularisation, increased duration of hospital admission and higher healthcare costs. The preHEART score (prehospital history, ECG, age, risk factors and point-of-care troponin score) can be used by emergency medical services (EMS) personnel for prehospital risk stratification and triage decisions in patients with NSTE-ACS. The aim of the current study was to evaluate the effect of prehospital risk stratification and direct transfer to a percutaneous coronary intervention (PCI) centre, based on the preHEART score, on time to final invasive diagnostics or culprit revascularisation. METHODS Prospective, multicentre, two-cohort study in patients with suspected NSTE-ACS. The first cohort is observational (standard care), while the second (interventional) cohort includes patients who are stratified for direct transfer to either a PCI or a non-PCI centre based on their preHEART score. Risk stratification and triage are performed by EMS personnel. The primary endpoint of the study is time from first medical contact until final invasive diagnostics or revascularisation. Secondary endpoints are time from first medical contact until intracoronary angiography (ICA), duration of hospital admission, number of invasive diagnostics, number of inter-hospital transfers and major adverse cardiac events at 7 and 30 days. RESULTS A total of 1069 patients were included. In the interventional cohort (n=577), time between final invasive diagnostics or revascularisation (42 (17-101) hours vs 20 (5-44) hours, p<0.001) and length of hospital admission (3 (2-5) days vs 2 (1-4) days, p=0.007) were shorter than in the observational cohort (n=492). In patients with NSTE-ACS in need for ICA or revascularisation, healthcare costs were reduced in the interventional cohort (€5599 (2978-9625) vs €4899 (2278-5947), p=0.02). CONCLUSION Prehospital risk stratification and direct transfer to a PCI centre, based on the preHEART score, reduces time from first medical contact to final invasive diagnostics and revascularisation, reduces duration of hospital admission and decreases healthcare costs in patients with NSTE-ACS in need for ICA or revascularisation. TRIAL REGISTRATION NCT05243485.
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Affiliation(s)
- Jesse Demandt
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
| | - Arjan Koks
- GGD Brabant-Zuidoost, Eindhoven, Netherlands
| | - Dennis Sagel
- Cardioresearch, Faculty of Medical Sciences, University of Groningen, Groningen, Netherlands
| | | | - Rutger J Haest
- Cardiology, St. Anna Hospital, Geldrop, Netherlands
- Netherlands Heart Network, Helmond, Netherlands
| | - Eric Heijmen
- Netherlands Heart Network, Helmond, Netherlands
- Cardiology, Elkerliek Hospital, Helmond, Netherlands
| | - H Thijssen
- Netherlands Heart Network, Helmond, Netherlands
- Cardiology, Maxima Medical Centre, Veldhoven, Netherlands
| | - Luuk C Otterspoor
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
| | - Dennis van Veghel
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
- Netherlands Heart Network, Helmond, Netherlands
| | - Rob Eerdekens
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
| | | | - Koen Teeuwen
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
| | - Inge Wijnbergen
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
| | - Pim van der Harst
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
| | - Nico H J Pijls
- Faculty of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Marcel van 't Veer
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
- Cardioresearch, Faculty of Medical Sciences, University of Groningen, Groningen, Netherlands
| | - Pim A L Tonino
- Faculty of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Lukas R C Dekker
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
- Faculty of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Pieter J Vlaar
- Department of Cardiology, Catharina Hospital, Eindhoven, Netherlands
- Netherlands Heart Network, Helmond, Netherlands
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7
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Glaeser J, Lopez-Ayala P, Mueller C. Concern regarding missed non-ST-segment elevation myocardial infarctions when applying a single, pre-hospital cardiac troponin measurement. Eur Heart J 2024; 45:142-143. [PMID: 37787616 DOI: 10.1093/eurheartj/ehad642] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/04/2023] Open
Affiliation(s)
- Jonas Glaeser
- Department of Cardiology and Cardiovascular Research Institute Basel (CRIB), University Hospital of Basel, University of Basel, Petersgraben 4, Basel CH-4031, Switzerland
| | - Pedro Lopez-Ayala
- Department of Cardiology and Cardiovascular Research Institute Basel (CRIB), University Hospital of Basel, University of Basel, Petersgraben 4, Basel CH-4031, Switzerland
| | - Christian Mueller
- Department of Cardiology and Cardiovascular Research Institute Basel (CRIB), University Hospital of Basel, University of Basel, Petersgraben 4, Basel CH-4031, Switzerland
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8
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Swenne CA, Ter Haar CC. Context-independent identification of myocardial ischemia in the prehospital ECG of chest pain patients. J Electrocardiol 2024; 82:34-41. [PMID: 38006762 DOI: 10.1016/j.jelectrocard.2023.10.009] [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: 06/29/2023] [Revised: 10/14/2023] [Accepted: 10/23/2023] [Indexed: 11/27/2023]
Abstract
Non-traumatic chest pain is a frequent reason for an urgent ambulance visit of a patient by the emergency medical services (EMS). Chest pain (or chest pain-equivalent symptoms) can be innocent, but it can also signal an acute form of severe pathology that may require prompt intervention. One of these pathologies is cardiac ischemia, resulting from a disbalance between blood supply and demand. One cause of a diminished blood supply to the heart is acute coronary syndrome (ACS, i.e., cardiac ischemia caused by a reduced blood supply to myocardial tissue due to plaque instability and thrombus formation in a coronary artery). ACS is dangerous due to the unpredictable process that drives the supply problem and the high chance of fast hemodynamic deterioration (i.e., cardiogenic shock, ventricular fibrillation). This is why an ECG is made at first medical contact in most chest pain patients to include or exclude ischemia as the cause of their complaints. For speedy and adequate triaging and treatment, immediate assessment of this prehospital ECG is necessary, still during the ambulance ride. Human diagnostic efforts supported by automated interpretation algorithms seek to answer questions regarding the urgency level, the decision if and towards which healthcare facility the patient should be transported, and the indicated acute treatment and further diagnostics after arrival in the healthcare facility. In the case of an ACS, a catheter intervention room may be activated during the ambulance ride to facilitate the earliest possible in-hospital treatment. Prehospital ECG assessment and the subsequent triaging decisions are complex because chest pain is not uniquely associated with ACS. The differential diagnosis includes other cardiac, pulmonary, vascular, gastrointestinal, orthopedic, and psychological conditions. Some of these conditions may also involve ECG abnormalities. In practice, only a limited fraction (order of magnitude 10%) of the patients who are urgently transported to the hospital because of chest pain are ACS patients. Given the relatively low prevalence of ACS in this patient mix, the specificity of the diagnostic ECG algorithms should be relatively high to prevent overtreatment and overflow of intervention facilities. On the other hand, only a sufficiently high sensitivity warrants adequate therapy when needed. Here, we review how the prehospital ECG can contribute to identifying the presence of myocardial ischemia in chest pain patients. We discuss the various mechanisms of myocardial ischemia and infarction, the typical patient mix of chest pain patients, the shortcomings of the ST-elevation myocardial infarction (STEMI) and non-ST-elevation myocardial infarction (NSTEMI) ECG criteria to detect a completely occluded culprit artery, the OMI ECG criteria (including the STEMI-equivalent ECG patterns) in detecting completely occluded culprit arteries, and the promise of neural networks in recognizing ECG patterns that represent complete occlusions. We also discuss the relevance of detecting any ACS/ischemia, not necessarily caused by a total occlusion, in the prehospital ECG. In addition, we discuss how serial prehospital ECGs can contribute to ischemia diagnosis. Finally, we discuss the diagnostic contribution of a serial comparison of the prehospital ECG with a previously made nonischemic ECG of the patient.
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Affiliation(s)
- Cees A Swenne
- Cardiology Department, Leiden University Medical Center, Leiden, the Netherlands.
| | - C Cato Ter Haar
- Cardiology Department, Amsterdam University Medical Center, Amsterdam, the Netherlands
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9
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Aarts GWA, Camaro C, Rodwell L, Adang EMM, van Hout R, Brok G, Hoare A, de Pooter FPC, de Wit W, Cramer GE, van Kimmenade RRJ, Ouwendijk E, Rutten M, Zegers E, van Geuns RJM, Gomes MER, Damman P, van Royen N. Differences in risk and costs between prehospital identified low-risk men and women with chest pain. Open Heart 2023; 10:e002390. [PMID: 38011992 PMCID: PMC10685936 DOI: 10.1136/openhrt-2023-002390] [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: 06/16/2023] [Accepted: 10/26/2023] [Indexed: 11/29/2023] Open
Abstract
OBJECTIVE Prehospital rule-out of non-ST-segment elevation acute coronary syndrome (NSTE-ACS) in low-risk patient with a point-of-care troponin measurement reduces healthcare costs with similar safety to standard transfer to the hospital. Risk stratification is performed identical for men and women, despite important differences in clinical presentation, risk factors and age between men and women with NSTE-ACS. Our aim was to compare safety and healthcare costs between men and women in prehospital identified low-risk patients with suspected NSTE-ACS. METHODS In the Acute Rule-out of non-ST-segment elevation acute coronary syndrome in the (pre)hospital setting by HEART (History, ECG, Age, Risk factors and Troponin) score assessment and a single poInt of CAre troponin randomised trial, the HEAR (History, ECG, Age and Risk factors) score was assessed by ambulance paramedics in suspected NSTE-ACS patients. Low-risk patients (HEAR score ≤3) were included. In this substudy, men and women were compared. Primary endpoint was 30-day major adverse cardiac events (MACE), secondary endpoints were 30-day healthcare costs and the scores for the HEAR score components. RESULTS A total of 863 patients were included, of which 495 (57.4%) were women. Follow-up was completed in all patients. In the total population, MACE occurred in 6.8% of the men and 1.6% of the women (risk ratio (RR) 4.2 (95% CI 1.9 to 9.2, p<0.001)). In patients with ruled-out ACS (97% of the total population), MACE occurred in 1.4% of the men and in 0.2% of the women (RR 7.0 (95% CI 2.0 to 14.2, p<0.001). Mean healthcare costs were €504.55 (95% CI €242.22 to €766.87, p<0.001) higher in men, mainly related to MACE. CONCLUSIONS In a prehospital population of low-risk suspected NSTE-ACS patients, 30-day incidence of MACE and MACE-related healthcare costs were significantly higher in men than in women. TRIAL REGISTRATION NUMBER NCT05466591.
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Affiliation(s)
| | - Cyril Camaro
- Department of Cardiology, Radboudumc, Nijmegen, The Netherlands
| | - Laura Rodwell
- Department for Health Evidence, Radboudumc Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Eddy M M Adang
- Department for Health Evidence, Radboudumc Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Roger van Hout
- Ambulance Service, Safety Region Gelderland-Zuid, Nijmegen, The Netherlands
| | - Gijs Brok
- Ambulance Service, Safety Region Gelderland-Zuid, Nijmegen, The Netherlands
| | - Anouk Hoare
- Ambulance Service, Witte Kruis, Houten, The Netherlands
| | - Frank P C de Pooter
- Ambulance Service Noord- en Oost-Gelderland, Witte Kruis, Elburg, The Netherlands
| | - Walter de Wit
- Ambulance Service Zeeland, Witte Kruis, Goes, The Netherlands
| | | | | | - Eva Ouwendijk
- General Practitioner Centre Nijmegen and Boxmeer, Nijmegen, The Netherlands
| | - Martijn Rutten
- General Practitioner Cooperative Noord-Limburg, Venlo, The Netherlands
| | - Erwin Zegers
- Department of Cardiology, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
| | | | - Marc E R Gomes
- Department of Cardiology, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
| | - Peter Damman
- Department of Cardiology, Radboudumc, Nijmegen, The Netherlands
| | - Niels van Royen
- Department of Cardiology, Radboudumc, Nijmegen, The Netherlands
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10
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Tolsma RT, de Koning ER, Fokkert MJ, van der Waarden NW, van 't Hof AW, Backus BE. Management of patients suspected for non-ST elevation-acute coronary syndrome in the prehospital phase. Future Cardiol 2023; 19:639-647. [PMID: 37916603 DOI: 10.2217/fca-2023-0049] [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: 04/04/2023] [Accepted: 10/03/2023] [Indexed: 11/03/2023] Open
Abstract
The management of patients with suspected acute coronary syndrome, especially in prehospital settings, is challenging. This Special Report focuses on studies in emergency medical services concerning chest pain patients' triage and risk stratification. In addition, it emphasizes advancements in point-of-care cardiac troponin testing. These developments are compared with in-hospital guidelines, proposing an initial framework for a new acute care pathway. This pathway integrates a risk stratification tool with high-sensitivity cardiac troponin testing, aiming to deliver optimal care and collaboration within the acute care chain. It has the potential to contribute to a significant reduction in hospital referrals, reduce observation time and overcrowding at emergency departments and hospital admissions.
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Affiliation(s)
- Rudolf T Tolsma
- Emergency Medical Service, Ambulance IJsselland, Zwolle, 8013 PM, The Netherlands
| | - Enrico R de Koning
- Department of Cardiology, Leiden University Medical Center, Leiden, 2333 ZA, The Netherlands
| | - Marion J Fokkert
- Department of Clinical Chemistry, Isala, Zwolle, 8025 AB, The Netherlands
| | | | - Arnoud Wj van 't Hof
- Department of Cardiology, Maastricht University Medical Center, Maastricht, 6229 HX, The Netherlands
- Department of Cardiology, Zuyderland MC, Heerlen, 6419 PC, The Netherlands
| | - Barbra E Backus
- Emergency Department, Franciscus Gasthuis & Vlietland, Rotterdam, 3043 PM, The Netherlands
- Emergency Department, Elisabeth-Tweesteden hospital, Tilburg, 5000 LC, The Netherlands
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11
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Tolsma RT, Fokkert MJ, Ottervanger JP, van Dongen DN, Badings EA, der Sluis AV, Van't Hof AW, Slingerland RJ. Consequences of different cut-off values for high-sensitivity cardiac troponin for risk stratification of patients suspected for NSTE-ACS with a modified HEART score. Future Cardiol 2023; 19:497-504. [PMID: 37702223 DOI: 10.2217/fca-2023-0038] [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] [Indexed: 09/14/2023] Open
Abstract
Aim: This study aims to enhance prehospital risk assessment for suspected non-ST-elevation acute coronary syndrome (NSTE-ACS) patients using the HEART-score. By incorporating novel point-of-care high-sensitivity cardiac troponin devices, a modified HEART-score was developed and compared with the conventional approach. Patients & methods: Troponin points within the modified HEART-score are based on values below the limit of quantitation (LoQ), between the LoQ and 99th percentile and above the 99th percentile of the used device. A total HEART-score of three or lower is considered low-risk for major adverse cardiac events. Results & conclusion: The number of low-risk patients decreased based on the modified HEART-score. The sensitivity and negative predictive value increased which suggests increasing safety in ruling out patients with suspected NSTE-ACS.
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Affiliation(s)
- Rudolf T Tolsma
- Emergency Medical Service, Ambulance IJsselland, 8013 PM, Zwolle, The Netherlands
| | - Marion J Fokkert
- Department of Innovation & Science, Isala, 8025 AB, Zwolle, The Netherlands
- Department of Clinical Chemistry, Isala, 8025 AB, Zwolle, The Netherlands
| | | | | | - Erik A Badings
- Department of Cardiology, Deventer Hospital, 7416 SE, Deventer, The Netherlands
| | - Aize van der Sluis
- Department of Cardiology, Deventer Hospital, 7416 SE, Deventer, The Netherlands
| | - Arnoud Wj Van't Hof
- Department of Cardiology, MUMC, 6229 HX, Maastricht, The Netherlands
- Department of Cardiology, Zuyderland MC, 6419 PC, Heerlen, The Netherlands
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12
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van Steenbergen GJ, Demandt JPA, Schulz DN, Tonino PA, Dekker L, Vermeer‐Gerritzen I, Wijnbergen IF, Thijssen EJM, Theunissen LJHJ, Heijmen EPCM, Haest RJP, Vlaar P, van Veghel D. Direct admission versus interhospital transfer for revascularisation in non-ST-segment elevation myocardial infarction. Clin Cardiol 2023; 46:997-1006. [PMID: 37345218 PMCID: PMC10436781 DOI: 10.1002/clc.24060] [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: 02/03/2023] [Revised: 05/17/2023] [Accepted: 05/23/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND The differences in outcomes and process parameters for NSTEMI patients who are directly admitted to an intervention centre and patients who are first admitted to a general centre are largely unknown. HYPOTHESIS There are differences in process indicators, but not for clinical outcomes, for NSTEMI who are directly admitted to an intervention centre and patients who are first admitted to a general centre. METHODS We aim to compare process indicators, costs and clinical outcomes of non-ST-segment elevation myocardial infarction (NSTEMI) patients stratified by center of first presentation and revascularisation strategy. Hospital claim data from patients admitted with a NSTEMI between 2017 and 2019 were used for this study. Included patients were stratified by center of admission (intervention vs. general center) and subdivided by revascularisation strategy (PCI, CABG, or no revascularisation [noRevasc]). The primary outcome was length of hospital stay. Secondary outcomes included: duration between admission and diagnostic angiography and revascularisation, number of intracoronary procedures, clinical outcomes at 30 days (MACE: all-cause mortality, recurrent myocardial infarction and cardiac readmission) and total costs (accumulation of costs for hospital claims and interhospital ambulance rides). RESULTS A total of 9641 NSTEMI events (9167 unique patients) were analyzed of which 5399 patients (56%) were admitted at an intervention center and 4242 patients to a general center. Duration of hospitalization was significantly shorter at direct presentation at an intervention centre for all study groups (5 days [2-11] vs. 7 days [4-12], p < 0.001). For PCI, direct presentation at an intervention center yielded shorter time to diagnostic angiography (1 day [0-2] vs. 1 day [1-2], p < 0.01) and revascularisation (1 day [0-3] vs. 4 days [1-7], p < 0.001) and less intracoronary procedures per patient (2 [1-2] vs. 2 [2-2], p < 0.001). For CABG, time to revascularisation was shorter (8 days [5-12] vs. 10 days [7-14], p < 0.001). Total costs were significantly lower in case of direct presentation in an intervention center for all treatment groups €10.211 (8750-18.192) versus €13.741 (11.588-19.381), p < 0.001) while MACE was similar 11.8% versus 12.4%, p = 0.344). CONCLUSION NSTEMI patients who were directly presented to an intervention center account for shorter duration of hospitalization, less time to revascularisation, less interhospital transfers, less intracoronary procedures and lower costs compared to patients who present at a general center.
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Affiliation(s)
| | | | | | - Pim A. Tonino
- Catharina Heart CentreCatharina HospitalEindhovenThe Netherlands
| | - Lukas Dekker
- Catharina Heart CentreCatharina HospitalEindhovenThe Netherlands
- Netherlands Heart Network (NHN)South‐East BrabantThe Netherlands
| | | | | | - Eric J. M. Thijssen
- Netherlands Heart Network (NHN)South‐East BrabantThe Netherlands
- Maxima Medical CenterVeldhovenThe Netherlands
| | - Luc J. H. J. Theunissen
- Netherlands Heart Network (NHN)South‐East BrabantThe Netherlands
- Maxima Medical CenterVeldhovenThe Netherlands
| | - Eric P. C. M. Heijmen
- Netherlands Heart Network (NHN)South‐East BrabantThe Netherlands
- Elkerliek HospitalHelmondThe Netherlands
| | - Rutger J. P. Haest
- Netherlands Heart Network (NHN)South‐East BrabantThe Netherlands
- St. Anna HospitalGeldropThe Netherlands
| | - Pieter‐Jan Vlaar
- Catharina Heart CentreCatharina HospitalEindhovenThe Netherlands
- Netherlands Heart Network (NHN)South‐East BrabantThe Netherlands
| | - Dennis van Veghel
- Catharina Heart CentreCatharina HospitalEindhovenThe Netherlands
- Netherlands Heart Network (NHN)South‐East BrabantThe Netherlands
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13
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Dawson LP, Nehme E, Nehme Z, Zomer E, Bloom J, Cox S, Anderson D, Stephenson M, Ball J, Zhou J, Lefkovits J, Taylor AJ, Horrigan M, Chew DP, Kaye D, Cullen L, Mihalopoulos C, Smith K, Stub D. Chest Pain Management Using Prehospital Point-of-Care Troponin and Paramedic Risk Assessment. JAMA Intern Med 2023; 183:203-211. [PMID: 36715993 PMCID: PMC9887542 DOI: 10.1001/jamainternmed.2022.6409] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 11/28/2022] [Indexed: 01/31/2023]
Abstract
Importance Prehospital point-of-care troponin testing and paramedic risk stratification might improve the efficiency of chest pain care pathways compared with existing processes with equivalent health outcomes, but the association with health care costs is unclear. Objective To analyze whether prehospital point-of-care troponin testing and paramedic risk stratification could result in cost savings compared with existing chest pain care pathways. Design, Setting, and Participants In this economic evaluation of adults with acute chest pain without ST-segment elevation, cost-minimization analysis was used to assess linked ambulance, emergency, and hospital attendance in the state of Victoria, Australia, between January 1, 2015, and June 30, 2019. Interventions Paramedic risk stratification and point-of-care troponin testing. Main Outcomes and Measures The outcome was estimated mean annualized statewide costs for acute chest pain. Between May 17 and June 25, 2022, decision tree models were developed to estimate costs under 3 pathways: (1) existing care, (2) paramedic risk stratification and point-of-care troponin testing without prehospital discharge, or (3) prehospital discharge and referral to a virtual emergency department (ED) for low-risk patients. Probabilities for the prehospital pathways were derived from a review of the literature. Multivariable probabilistic sensitivity analysis with 50 000 Monte Carlo iterations was used to estimate mean costs and cost differences among pathways. Results A total of 188 551 patients attended by ambulance for chest pain (mean [SD] age, 61.9 [18.3] years; 50.5% female; 49.5% male; Indigenous Australian, 2.0%) were included in the model. Estimated annualized infrastructure and staffing costs for the point-of-care troponin pathways, assuming a 5-year device life span, was $2.27 million for the pathway without prehospital discharge and $4.60 million for the pathway with prehospital discharge (incorporating virtual ED costs). In the decision tree model, total annual cost using prehospital point-of-care troponin and paramedic risk stratification was lower compared with existing care both without prehospital discharge (cost savings, $6.45 million; 95% uncertainty interval [UI], $0.59-$16.52 million; lower in 94.1% of iterations) and with prehospital discharge (cost savings, $42.84 million; 95% UI, $19.35-$72.26 million; lower in 100% of iterations). Conclusions and Relevance Prehospital point-of-care troponin and paramedic risk stratification for patients with acute chest pain could result in substantial cost savings. These findings should be considered by policy makers in decisions surrounding the potential utility of prehospital chest pain risk stratification and point-of-care troponin models provided that safety is confirmed in prospective studies.
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Affiliation(s)
- Luke P. Dawson
- Department of Cardiology, The Alfred Hospital, Melbourne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Department of Cardiology, The Royal Melbourne Hospital, Victoria, Australia
| | - Emily Nehme
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Ambulance Victoria, Melbourne, Australia
| | - Ziad Nehme
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Ambulance Victoria, Melbourne, Australia
- Department of Paramedicine, Monash University, Melbourne, Victoria, Australia
| | - Ella Zomer
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Jason Bloom
- Department of Cardiology, The Alfred Hospital, Melbourne, Victoria, Australia
- The Baker Institute, Melbourne, Victoria, Australia
| | - Shelley Cox
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Ambulance Victoria, Melbourne, Australia
| | - David Anderson
- Ambulance Victoria, Melbourne, Australia
- Department of Paramedicine, Monash University, Melbourne, Victoria, Australia
- Department of Intensive Care Medicine, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Michael Stephenson
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Ambulance Victoria, Melbourne, Australia
- Department of Paramedicine, Monash University, Melbourne, Victoria, Australia
| | - Jocasta Ball
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Jennifer Zhou
- Department of Cardiology, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Jeffrey Lefkovits
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Department of Cardiology, The Royal Melbourne Hospital, Victoria, Australia
| | - Andrew J. Taylor
- Department of Cardiology, The Alfred Hospital, Melbourne, Victoria, Australia
- Department of Medicine, Monash University, Melbourne, Victoria, Australia
| | - Mark Horrigan
- Department of Cardiology, Austin Health, Heidelberg, Victoria, Australia
- Safer Care Victoria, Melbourne, Australia
| | - Derek P. Chew
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia
| | - David Kaye
- Department of Cardiology, The Alfred Hospital, Melbourne, Victoria, Australia
- The Baker Institute, Melbourne, Victoria, Australia
| | - Louise Cullen
- Emergency and Trauma Centre, Royal Brisbane and Women’s Hospital, Queensland, Australia
| | - Cathrine Mihalopoulos
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Karen Smith
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Ambulance Victoria, Melbourne, Australia
- Department of Paramedicine, Monash University, Melbourne, Victoria, Australia
| | - Dion Stub
- Department of Cardiology, The Alfred Hospital, Melbourne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- The Baker Institute, Melbourne, Victoria, Australia
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14
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Camaro C, Aarts GWA, Adang EMM, van Hout R, Brok G, Hoare A, Rodwell L, de Pooter F, de Wit W, Cramer GE, van Kimmenade RRJ, Damman P, Ouwendijk E, Rutten M, Zegers E, van Geuns RJM, Gomes MER, van Royen N. Rule-out of non-ST-segment elevation acute coronary syndrome by a single, pre-hospital troponin measurement: a randomized trial. Eur Heart J 2023; 44:1705-1714. [PMID: 36755110 PMCID: PMC10182886 DOI: 10.1093/eurheartj/ehad056] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 12/28/2022] [Accepted: 01/25/2023] [Indexed: 02/10/2023] Open
Abstract
AIMS Patients with suspected non-ST-segment elevation acute coronary syndrome (NSTE-ACS) are routinely transferred to the emergency department (ED). A clinical risk score with point-of-care (POC) troponin measurement might enable ambulance paramedics to identify low-risk patients in whom ED evaluation is unnecessary. The aim was to assess safety and healthcare costs of a pre-hospital rule-out strategy using a POC troponin measurement in low-risk suspected NSTE-ACS patients. METHODS AND RESULTS This investigator-initiated, randomized clinical trial was conducted in five ambulance regions in the Netherlands. Suspected NSTE-ACS patients with HEAR (History, ECG, Age, Risk factors) score ≤3 were randomized to pre-hospital rule-out with POC troponin measurement or direct transfer to the ED. The sample size calculation was based on the primary outcome of 30-day healthcare costs. Secondary outcome was safety, defined as 30-day major adverse cardiac events (MACE), consisting of ACS, unplanned revascularization or all-cause death. : A total of 863 participants were randomized. Healthcare costs were significantly lower in the pre-hospital strategy (€1349 ± €2051 vs. €1960 ± €1808) with a mean difference of €611 [95% confidence interval (CI): 353-869; P < 0.001]. In the total population, MACE were comparable between groups [3.9% (17/434) in pre-hospital strategy vs. 3.7% (16/429) in ED strategy; P = 0.89]. In the ruled-out ACS population, MACE were very low [0.5% (2/419) vs. 1.0% (4/417)], with a risk difference of -0.5% (95% CI -1.6%-0.7%; P = 0.41) in favour of the pre-hospital strategy. CONCLUSION Pre-hospital rule-out of ACS with a POC troponin measurement in low-risk patients significantly reduces healthcare costs while incidence of MACE was low in both strategies. TRIAL REGISTRATION Clinicaltrials.gov identifier NCT05466591 and International Clinical Trials Registry Platform id NTR 7346.
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Affiliation(s)
- Cyril Camaro
- Department of Cardiology, Radboud University Medical Centre, P.O. Box 9101, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, Gelderland, The Netherlands
| | - Goaris W A Aarts
- Department of Cardiology, Radboud University Medical Centre, P.O. Box 9101, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, Gelderland, The Netherlands
| | - Eddy M M Adang
- Department of Health Evidence, Radboud Institute for Health Sciences, Geert Grooteplein 21, 6525 EZ Nijmegen, Gelderland, The Netherlands
| | - Roger van Hout
- Ambulance Service, Safety region Gelderland-Zuid, Professor Bellefroidstraat 11, 6525 AG Nijmegen, Gelderland, The Netherlands
| | - Gijs Brok
- Ambulance Service, Safety region Gelderland-Zuid, Professor Bellefroidstraat 11, 6525 AG Nijmegen, Gelderland, The Netherlands
| | - Anouk Hoare
- Ambulance Service, Witte Kruis, Ringveste 7A, 3992 DD Houten, Utrecht, The Netherlands
| | - Laura Rodwell
- Department of Health Evidence, Radboud Institute for Health Sciences, Geert Grooteplein 21, 6525 EZ Nijmegen, Gelderland, The Netherlands
| | - Frank de Pooter
- Ambulance Service, Witte Kruis, Ringveste 7A, 3992 DD Houten, Utrecht, The Netherlands
| | - Walter de Wit
- Ambulance Service, Witte Kruis, Ringveste 7A, 3992 DD Houten, Utrecht, The Netherlands
| | - Gilbert E Cramer
- Department of Cardiology, Radboud University Medical Centre, P.O. Box 9101, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, Gelderland, The Netherlands
| | - Roland R J van Kimmenade
- Department of Cardiology, Radboud University Medical Centre, P.O. Box 9101, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, Gelderland, The Netherlands
| | - Peter Damman
- Department of Cardiology, Radboud University Medical Centre, P.O. Box 9101, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, Gelderland, The Netherlands
| | - Eva Ouwendijk
- General Practitioner Centre Nijmegen and Boxmeer, Weg door Jonkerbos 108, 6532 SZ Nijmegen, Gelderland, The Netherlands
| | - Martijn Rutten
- Scientific Centre for Quality of Healthcare (IQ Healthcare), Radboud University Medical Centre, Kapittelweg 54, 6525 EP Nijmegen, Gelderland, The Netherlands
| | - Erwin Zegers
- Department of Cardiology, Canisius Wilhelmina Hospital, Weg door Jonkerbos 100, 6532 SZ Nijmegen, Gelderland, The Netherlands
| | - Robert-Jan M van Geuns
- Department of Cardiology, Radboud University Medical Centre, P.O. Box 9101, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, Gelderland, The Netherlands
| | - Marc E R Gomes
- Department of Cardiology, Canisius Wilhelmina Hospital, Weg door Jonkerbos 100, 6532 SZ Nijmegen, Gelderland, The Netherlands
| | - Niels van Royen
- Department of Cardiology, Radboud University Medical Centre, P.O. Box 9101, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, Gelderland, The Netherlands
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15
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Development of a machine-learning algorithm to predict in-hospital cardiac arrest for emergency department patients using a nationwide database. Sci Rep 2022; 12:21797. [PMID: 36526686 PMCID: PMC9758227 DOI: 10.1038/s41598-022-26167-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022] Open
Abstract
In this retrospective observational study, we aimed to develop a machine-learning model using data obtained at the prehospital stage to predict in-hospital cardiac arrest in the emergency department (ED) of patients transferred via emergency medical services. The dataset was constructed by attaching the prehospital information from the National Fire Agency and hospital factors to data from the National Emergency Department Information System. Machine-learning models were developed using patient variables, with and without hospital factors. We validated model performance and used the SHapley Additive exPlanation model interpretation. In-hospital cardiac arrest occurred in 5431 of the 1,350,693 patients (0.4%). The extreme gradient boosting model showed the best performance with area under receiver operating curve of 0.9267 when incorporating the hospital factor. Oxygen supply, age, oxygen saturation, systolic blood pressure, the number of ED beds, ED occupancy, and pulse rate were the most influential variables, in that order. ED occupancy and in-hospital cardiac arrest occurrence were positively correlated, and the impact of ED occupancy appeared greater in small hospitals. The machine-learning predictive model using the integrated information acquired in the prehospital stage effectively predicted in-hospital cardiac arrest in the ED and can contribute to the efficient operation of emergency medical systems.
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16
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Demandt JPA, Koks A, Haest R, Heijmen E, Thijssen E, Otterspoor LC, van Veghel D, El Farissi M, Eerdekens R, Vervaat F, Pijls NHJ, Veer MVT, Tonino PAL, Dekker LRC, Vlaar PJ. Prehospital triage of patients with suspected non-ST-segment elevation acute coronary syndrome: Rationale and design of the TRIAGE-ACS study. Contemp Clin Trials 2022; 119:106854. [PMID: 35863696 DOI: 10.1016/j.cct.2022.106854] [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: 03/25/2022] [Revised: 07/01/2022] [Accepted: 07/12/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Patients with suspected non-ST-segment elevation acute coronary syndrome (NSTE-ACS) are currently transported and admitted to the nearest emergency department (ED) for risk stratification, diagnostic workup and treatment. Although such patients with NSTE-ACS can benefit from direct transfer to a PCI center for early invasive treatment, no reliable prehospital triage tools are available. Recently, the PreHEART score has been validated in the PreHEART study for prehospital triage of patients with suspected NSTE-ACS. METHODS The primary objective of the TRIAGE-ACS study, a prospective cohort study, is to determine whether prehospital triage using the PreHEART score can significantly reduce time from first medical contact to final diagnostics and revascularization in patients in need of coronary revascularization. The first cohort (control cohort; n = 500) is observatory and is used as a reference group for the second cohort. In the second cohort (interventional cohort; n = 500) patients are stratified in the ambulance for direct transfer to either a PCI or a non-PCI center, based on the PreHEART score. These two cohorts will be compared with each other. In total, 1000 patients will be included. Follow-up for endpoints will be performed by reviewing the medical record after 30 days, 1 year, and 2 years. CONCLUSION The TRIAGE-ACS study is the first prospective study to investigate the impact of prehospital triage using the PreHEART score on time to final invasive diagnostics and treatment in patients with NSTE-ACS in need of revascularization by transferring high risk patients directly to a PCI center and patients at a low risk of having an NSTE-ACS to a non-PCI center. Such triage strategy could potentially result in optimization of regional care for all ACS patients.
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Affiliation(s)
- Jesse P A Demandt
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands.
| | - Arjan Koks
- GGD Regional Ambulance Services, Eindhoven, the Netherlands
| | - Rutger Haest
- Department of Cardiology, St. Anna hospital, Geldrop, the Netherlands; Netherlands Heart Network (NHN), the Netherlands
| | - Eric Heijmen
- Department of Cardiology, Elkerliek Hospital, Helmond, the Netherlands; Netherlands Heart Network (NHN), the Netherlands
| | - Eric Thijssen
- Department of Cardiology, Maxima Medical Center, Veldhoven, the Netherlands; Netherlands Heart Network (NHN), the Netherlands
| | - Luuk C Otterspoor
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands
| | - Dennis van Veghel
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands; Netherlands Heart Network (NHN), the Netherlands
| | - Mohamed El Farissi
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands
| | - Rob Eerdekens
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands
| | - Fabienne Vervaat
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands
| | - Nico H J Pijls
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands
| | - Marcel V T Veer
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands
| | - Pim A L Tonino
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands
| | - Lukas R C Dekker
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands; Netherlands Heart Network (NHN), the Netherlands
| | - Pieter J Vlaar
- Department of Cardiology, Catharina Hospital, Eindhoven, the Netherlands
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17
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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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Demandt JPA, Zelis JM, Koks A, Smits GHJM, van der Harst P, Tonino PAL, Dekker LRC, van Het Veer M, Vlaar PJ. Prehospital risk assessment in patients suspected of non-ST-segment elevation acute coronary syndrome: a systematic review and meta-analysis. BMJ Open 2022; 12:e057305. [PMID: 35383078 PMCID: PMC8984055 DOI: 10.1136/bmjopen-2021-057305] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 03/15/2022] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To review, inventory and compare available diagnostic tools and investigate which tool has the best performance for prehospital risk assessment in patients suspected of non-ST-segment elevation acute coronary syndrome (NSTE-ACS). METHODS Systematic review and meta-analysis. Medline and Embase were searched up till 1 April 2021. Prospective studies with patients, suspected of NSTE-ACS, presenting in the primary care setting or by emergency medical services (EMS) were included. The most important exclusion criteria were studies including only patients with ST-elevation myocardial infarction and studies before 1995, the pretroponin era. The primary end point was the final hospital discharge diagnosis of NSTE-ACS or major adverse cardiac events (MACE) within 6 weeks. Risk of bias was evaluated by the Quality Assessment of Diagnostic Accuracy Studies Criteria. MAIN OUTCOME AND MEASURES Sensitivity, specificity and likelihood ratio of findings for risk stratification in patients suspected of NSTE-ACS. RESULTS In total, 15 prospective studies were included; these studies reflected in total 26 083 patients. No specific variables related to symptoms, physical examination or risk factors were useful in risk stratification for NSTE-ACS diagnosis. The most useful electrocardiographic finding was ST-segment depression (LR+3.85 (95% CI 2.58 to 5.76)). Point-of-care troponin was found to be a strong predictor for NSTE-ACS in primary care (LR+14.16 (95% CI 4.28 to 46.90) and EMS setting (LR+6.16 (95% CI 5.02 to 7.57)). Combined risk scores were the best for risk assessment in an NSTE-ACS. From the combined risk scores that can be used immediately in a prehospital setting, the PreHEART score, a validated combined risk score for prehospital use, derived from the HEART score (History, ECG, Age, Risk factors, Troponin), was most useful for risk stratification in patients with NSTE-ACS (LR+8.19 (95% CI 5.47 to 12.26)) and for identifying patients without ACS (LR-0.05 (95% CI 0.02 to 0.15)). DISCUSSION Important study limitations were verification bias and heterogeneity between studies. In the prehospital setting, several diagnostic tools have been reported which could improve risk stratification, triage and early treatment in patients suspected for NSTE-ACS. On-site assessment of troponin and combined risk scores derived from the HEART score are strong predictors. These results support further studies to investigate the impact of these new tools on logistics and clinical outcome. FUNDING This study is funded by ZonMw, the Dutch Organisation for Health Research and Development. TRIAL REGISTRATION NUMBER This meta-analysis was published for registration in PROSPERO prior to starting (CRD York, CRD42021254122).
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Affiliation(s)
- Jesse P A Demandt
- Department of Cardiology, Catharina Hospital, Eindhoven, Noord-Brabant, The Netherlands
| | - Jo M Zelis
- Department of Cardiology, Catharina Hospital, Eindhoven, Noord-Brabant, The Netherlands
| | - Arjan Koks
- EMS, GGD Brabant-Zuidoost, Eindhoven, Noord-Brabant, The Netherlands
| | | | | | - Pim A L Tonino
- Department of Cardiology, Catharina Hospital, Eindhoven, Noord-Brabant, The Netherlands
| | - Lukas R C Dekker
- Department of Cardiology, Catharina Hospital, Eindhoven, Noord-Brabant, The Netherlands
| | - Marcel van Het Veer
- Department of Cardiology, Catharina Hospital, Eindhoven, Noord-Brabant, The Netherlands
| | - Pieter-Jan Vlaar
- Department of Cardiology, Catharina Hospital, Eindhoven, Noord-Brabant, The Netherlands
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Hodgins P, McMinn M, Shah A, Reed MJ, Mercer S, Guthrie B. Unscheduled care pathways in patients with myocardial infarction in Scotland. Heart 2022; 108:1129-1136. [DOI: 10.1136/heartjnl-2021-320614] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/03/2022] [Indexed: 11/04/2022] Open
Abstract
ObjectiveTreatment of acute myocardial infarction (MI) requires rapid transfer of people with chest pain to hospital, however, unscheduled care pathways vary in their directness (the minimal number of contacts to hospital admission). The aim was to examine unscheduled care pathways and the associations with mortality in people admitted with MI.MethodsRetrospective population study of all people admitted to Scottish hospitals with a diagnosis of MI between 1 January 2015 and 31 December 2017. Linked data for all National Health Service Scotland unscheduled care services (NHS24 telephone triage service, primary care out of hours, ambulance, emergency department (ED)) was used to define continuous unscheduled care pathways (pathways), which were categorised by initial contact, and whether they were ‘direct’ (had minimum number of contacts between first contact and admission). Analysis estimated ORs and 95% CIs in adjusted models in which all covariates were included.Results26 325 people admitted with MI (63.1% men, 61.6% aged 65+ years), of whom 5.6% died from coronary heart disease within 28 days. For 47.0%, the first unscheduled care contact was ambulance, 23.3% attended ED directly and 18.7% called telephone triage. 92.1% of pathways were direct. Pathways starting with telephone triage were more likely to be indirect compared with other initial contacts (adjusted OR (aOR) 1.97, 95% CI 1.61 to 2.40). Compared to direct pathways, indirect pathways starting with telephone triage were associated with higher mortality (aOR 1.97, 95% CI 1.61 to 2.40) as were indirect pathways starting with another service (aOR 1.55, 95% CI 1.19 to 2.01), but not direct pathways starting with telephone triage (aOR 0.87, 95% CI 0.74 to 1.02).ConclusionUnscheduled care pathways leading to admission with MI in Scotland are usually direct, but those starting with telephone triage were more commonly indirect. Those indirect pathways were associated with higher mortality.
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Role of HEART score in prediction of coronary artery disease and major adverse cardiac events in patients presenting with chest pain. SRP ARK CELOK LEK 2022. [DOI: 10.2298/sarh220213038s] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Introduction. Chest pain (CP) diagnostics accuracy remains
debatable for both general practitioners (GP) or emergency department (ED)
physicians for patients in HEART score (HS) low- and intermediate-risk
groups which prompted us to review our electronic database for all patients
admitted via our center?s ED during 2014 to 2020 for CP and suspect acute
coronary syndrome. Methods. Patients were divided in function of low- or
intermediate-risk HS and assessed during a three month follow up for
angiogram results, MACE, lab results and echo parameters. Results. Of 585
patients included, low-risk HS group (21,4%, 36% were women) had significant
coronary disease on angiogram in 68%, while for intermediate-risk HS group
(78.6%, with 32.6% women) it was for 18.4% of patients (p < 0,0005). Area
under the ROC curve of HS in detecting patients with ischemic heart disease
as a cause of CP was 0.771 (95% CI:0.772-0.820) with best cut-off point HS
was calculated at 3.5. Sensitivity and specificity were 89.2% and 57.6%
respectively. Adjusting for sex, lab results and HS, AUROC curve of this
model was 0.828 (95% CI:0.786-0.869; p < 0,0005) with cut-off of 77.95.
Sensitivity and specificity were 84,9% and 68% respectively. In the
three-month follow-up post-discharge, there was a significant difference in
MACE between groups (low-vs. intermediate-risk HS was 3.4 vs. 16.7% p <
0.05). Conclusion. HS for our CP patients admitted via our ED by GP and ED
physicians? referral, provides a quick and reliable prediction of ischemic
heart disease and MACE.
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