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Fakhri Y, Melgaard J, Andersson HB, Schoos MM, Birnbaum Y, Graff C, Sejersten M, Kastrup J, Clemmensen P. Automatic electrocardiographic algorithm for assessing severity of ischemia in ST-segment elevation myocardial infarction. Int J Cardiol 2018; 268:18-22. [PMID: 30041784 DOI: 10.1016/j.ijcard.2018.04.057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 03/26/2018] [Accepted: 04/12/2018] [Indexed: 11/16/2022]
Abstract
BACKGROUND Terminal QRS distortion on the electrocardiogram (ECG) is a sign of severe ischemia in patients with STEMI and can be quantified by the Sclarovsky-Birnbaum Severity of Ischemia. Due to score complexity, it has not been applied in clinical practice. Automatic scoring of digitally recorded ECGs could facilitate clinical application. We aimed to develop an automatic algorithm for the severity of ischemia. METHODS Development set: 50 STEMI ECGs were manually (Manual-score) and automatically (Auto-score) scored by our designed algorithm. The agreement between Manual- and Auto-score was assessed by kappa statistics. Test set: ECGs from 199 STEMI patients were assigned a severity grade (severe or non-severe ischemia) by the Auto-score. Infarct size estimated by median peak Troponin T (TnT) and Creatinine Kinase Myocardial Band (CKMB) was tested between the groups. RESULTS The agreement between Manual- and Auto-score was 0.83 ((95% CI 0.55-1.00), p < 0.0001), sensitivity 75% and specificity 100%, PPV 100% and NPV 94.6%. In the test set 152 (76%) patients were male, mean age 61 ± 12 years. The Auto-score designated severe ischemia in 42 (21%) and non-severe ischemia in 157 (79%) patients. Patients with ECG signs of severe vs. non-severe ischemia had significantly higher levels of biomarkers of infarct size. In multiple linear regression, ECG sign of severe ischemia was an independent predictor for higher TnT and CKMB levels. CONCLUSION The automatic ECG algorithm for severity of ischemia in STEMI performs adequately for clinical use. Severe ischemia obtained by the Auto-score was associated with biomarker estimated larger infarct size.
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Affiliation(s)
- Yama Fakhri
- Department of Cardiology, The Heart Centre, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark; Department of Medicine, Nykøbing Falster Hospital, Nykøbing F, Denmark.
| | - Jacob Melgaard
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Hedvig Bille Andersson
- Department of Cardiology, The Heart Centre, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark; Department of Internal Medicine, Division of Cardiovascular Medicine, University of Michigan Medical Center, Ann Arbor, MI, USA
| | | | - Yochai Birnbaum
- Section of Cardiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX, USA
| | - Claus Graff
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Maria Sejersten
- Department of Cardiology, The Heart Centre, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Jens Kastrup
- Department of Cardiology, The Heart Centre, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Peter Clemmensen
- Department of Medicine, Nykøbing Falster Hospital, Nykøbing F, Denmark; Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark; Department of General and Interventional Cardiology, University Heart Center Hamburg, Eppendorf, Hamburg, Germany
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Swenne CA, Pahlm O, Atwater BD, Bacharova L. Galen Wagner, M.D., Ph.D. (1939–2016) as international mentor of young investigators in electrocardiology. J Electrocardiol 2017; 50:21-46. [DOI: 10.1016/j.jelectrocard.2016.11.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Dr. Galen Wagner (1939-2016) as an Academic Writer: An Overview of his Peer-reviewed Scientific Publications. J Electrocardiol 2017; 50:47-73. [DOI: 10.1016/j.jelectrocard.2016.11.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Yochai B, Nikus K, Birnbaum Y. About QRS prolongation, distortion and the acuteness score. J Electrocardiol 2016; 49:265-71. [PMID: 26972846 DOI: 10.1016/j.jelectrocard.2016.02.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2016] [Indexed: 01/25/2023]
Affiliation(s)
- Birnbaum Yochai
- The Section of Cardiology, the Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Kjell Nikus
- Cardiology Department, Heart Center, Tampere University Hospital and School of Medicine, University of Tampere, Finland
| | - Yochai Birnbaum
- The Section of Cardiology, the Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
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