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Published in: Journal of Nuclear Cardiology 6/2020

01-12-2020 | Original Article

High-frequency QRS analysis to supplement ST evaluation in exercise stress electrocardiography: Incremental diagnostic accuracy and net reclassification

Authors: Pelbreton C. Balfour Jr., MD, ScM, Jorge A. Gonzalez, MD, Peter W. Shaw, MD, Margarita P. Caminero, MD, Eric M. Holland, MD, Jack W. Melson, MD, Michael Sobczak, CNMT, Valerie Izarnotegui, MD, Denny D. Watson, PhD, George A. Beller, MD, Jamieson M. Bourque, MD, MHS

Published in: Journal of Nuclear Cardiology | Issue 6/2020

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Abstract

Background

Exercise stress electrocardiography (ECG) alone is underutilized in part due to poor diagnostic accuracy. High-frequency QRS analysis (HF-QRS) is a novel tool to supplement ST evaluation during stress ECG. We compared the diagnostic accuracy and net reclassification of HF-QRS analysis compared with ST evaluation for substantial myocardial ischemia by exercise SPECT myocardial perfusion imaging (MPI).

Methods and Results

Exercise SPECT MPI was performed in 257 consecutive eligible patients (mean age 59 ± 12, 67% male). An ischemic HF-QRS pattern was defined as a ≥ 1 µV absolute reduction and a ≥ 50% relative reduction of the root-mean-square of the 150-250 Hz band signal in ≥ 3 leads. Left ventricular ischemia of ≥ 10% on SPECT MPI was the diagnostic standard for substantial myocardial ischemia. HF-QRS analysis demonstrated incremental diagnostic value to ST evaluation plus clinical risk factors (AUC 0.804 vs 0.749, P < .0001). A HF-QRS + ST -analysis strategy identified 92.3% of subjects with substantial ischemia and no abnormality in 59.9% of the cohort. No cardiac events occurred in patients without substantial ischemia identified by HF-QRS analysis.

Conclusions

In this prospective analysis, exercise stress ECG with HF-QRS analysis identified any and substantial ischemia with high diagnostic accuracy and may allow more than half of referred patients to safely avoid imaging.
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Literature
1.
go back to reference Ronan G, Wolk MJ, Bailey SR, Doherty JU, Douglas PS, Hendel RC, et al. ACCF/AHA/ASE/ASNC/HFSA/HRS/SCAI/SCCT/SCMR/STS 2013 Multimodality appropriate use criteria for the detection and risk assessment of stable ischemic heart disease: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, American Heart Association, American Society of Echocardiography, American Society of Nuclear Cardiology, Heart Failure Society of America, Heart Rhythm Society, Society for Cardiovascular Angiography and Interventions, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance, and Society of Thoracic Surgeons. J Nucl Cardiol 2014;21:192-220.CrossRef Ronan G, Wolk MJ, Bailey SR, Doherty JU, Douglas PS, Hendel RC, et al. ACCF/AHA/ASE/ASNC/HFSA/HRS/SCAI/SCCT/SCMR/STS 2013 Multimodality appropriate use criteria for the detection and risk assessment of stable ischemic heart disease: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, American Heart Association, American Society of Echocardiography, American Society of Nuclear Cardiology, Heart Failure Society of America, Heart Rhythm Society, Society for Cardiovascular Angiography and Interventions, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance, and Society of Thoracic Surgeons. J Nucl Cardiol 2014;21:192-220.CrossRef
2.
go back to reference Rozanski A, Gransar H, Hayes SW, Min J, Friedman JD, Thomson LE, et al. Temporal trends in the frequency of inducible myocardial ischemia during cardiac stress testing: 1991 to 2009. J Am Coll Cardiol 2013;61:1054-65.CrossRef Rozanski A, Gransar H, Hayes SW, Min J, Friedman JD, Thomson LE, et al. Temporal trends in the frequency of inducible myocardial ischemia during cardiac stress testing: 1991 to 2009. J Am Coll Cardiol 2013;61:1054-65.CrossRef
3.
go back to reference Jouni H, Askew JW, Crusan DJ, Miller TD, Gibbons RJ. Temporal Trends of single-photon emission computed tomography myocardial perfusion imaging in patients with coronary artery disease: A 22-year experience from a Tertiary Academic Medical Center. Circulation Cardiovasc Imaging 2017;10:e005628. Jouni H, Askew JW, Crusan DJ, Miller TD, Gibbons RJ. Temporal Trends of single-photon emission computed tomography myocardial perfusion imaging in patients with coronary artery disease: A 22-year experience from a Tertiary Academic Medical Center. Circulation Cardiovasc Imaging 2017;10:e005628.
4.
go back to reference Berrington de Gonzalez A, Kim KP, Smith-Bindman R, McAreavey D. Myocardial perfusion scans: projected population cancer risks from current levels of use in the United States. Circulation 2010;122:2403-10.CrossRef Berrington de Gonzalez A, Kim KP, Smith-Bindman R, McAreavey D. Myocardial perfusion scans: projected population cancer risks from current levels of use in the United States. Circulation 2010;122:2403-10.CrossRef
5.
go back to reference Douglas PS, Hoffmann U, Patel MR, Mark DB, Al-Khalidi HR, Cavanaugh B, et al. Outcomes of anatomical versus functional testing for coronary artery disease. N Engl J Med 2015;372:1291-300.CrossRef Douglas PS, Hoffmann U, Patel MR, Mark DB, Al-Khalidi HR, Cavanaugh B, et al. Outcomes of anatomical versus functional testing for coronary artery disease. N Engl J Med 2015;372:1291-300.CrossRef
6.
go back to reference Detrano R, Gianrossi R, Froelicher V. The diagnostic accuracy of the exercise electrocardiogram: A meta-analysis of 22 years of research. Prog Cardiovasc Dis 1989;32:173-206.CrossRef Detrano R, Gianrossi R, Froelicher V. The diagnostic accuracy of the exercise electrocardiogram: A meta-analysis of 22 years of research. Prog Cardiovasc Dis 1989;32:173-206.CrossRef
7.
go back to reference Ouellette M, Loffler AI, Beller GA, Workman VK, Holland E, Bourque JM. Clinical characteristics, sex differences, and outcomes in patients with normal or near-normal coronary arteries, non-obstructive or obstructive coronary artery disease. J Am Heart Assoc 2018;7(10):e007965.CrossRef Ouellette M, Loffler AI, Beller GA, Workman VK, Holland E, Bourque JM. Clinical characteristics, sex differences, and outcomes in patients with normal or near-normal coronary arteries, non-obstructive or obstructive coronary artery disease. J Am Heart Assoc 2018;7(10):e007965.CrossRef
8.
go back to reference Amit G, Granot Y, Abboud S. Quantifying QRS changes during myocardial ischemia: Insights from high frequency electrocardiography. J Electrocardiogr 2014;47:505-11.CrossRef Amit G, Granot Y, Abboud S. Quantifying QRS changes during myocardial ischemia: Insights from high frequency electrocardiography. J Electrocardiogr 2014;47:505-11.CrossRef
9.
go back to reference Abboud S, Cohen RJ, Selwyn A, Ganz P, Sadeh D, Friedman PL. Detection of transient myocardial ischemia by computer analysis of standard and signal-averaged high-frequency electrocardiograms in patients undergoing percutaneous transluminal coronary angioplasty. Circulation 1987;76:585-96.CrossRef Abboud S, Cohen RJ, Selwyn A, Ganz P, Sadeh D, Friedman PL. Detection of transient myocardial ischemia by computer analysis of standard and signal-averaged high-frequency electrocardiograms in patients undergoing percutaneous transluminal coronary angioplasty. Circulation 1987;76:585-96.CrossRef
10.
go back to reference Abboud S, Berenfeld O, Sadeh D. Simulation of high-resolution QRS complex using a ventricular model with a fractal conduction system. Effects of ischemia on high-frequency QRS potentials. Circ Res 1991;68:1751-60.CrossRef Abboud S, Berenfeld O, Sadeh D. Simulation of high-resolution QRS complex using a ventricular model with a fractal conduction system. Effects of ischemia on high-frequency QRS potentials. Circ Res 1991;68:1751-60.CrossRef
11.
go back to reference Conti A, Bianchi S, Grifoni C, Trausi F, Bigiarini S, Lazzeretti D, et al. High-frequency QRS analysis superior to conventional ST-segment analysis of women with chest pain. Am J Emerg Med 2016;34:437-42.CrossRef Conti A, Bianchi S, Grifoni C, Trausi F, Bigiarini S, Lazzeretti D, et al. High-frequency QRS analysis superior to conventional ST-segment analysis of women with chest pain. Am J Emerg Med 2016;34:437-42.CrossRef
12.
go back to reference Sharir T, Merzon K, Kruchin I, Bojko A, Toledo E, Asman A, et al. Use of electrocardiographic depolarization abnormalities for detection of stress-induced ischemia as defined by myocardial perfusion imaging. Am J Cardiol 2012;109:642-50.CrossRef Sharir T, Merzon K, Kruchin I, Bojko A, Toledo E, Asman A, et al. Use of electrocardiographic depolarization abnormalities for detection of stress-induced ischemia as defined by myocardial perfusion imaging. Am J Cardiol 2012;109:642-50.CrossRef
13.
go back to reference Gibbons RJ, Balady GJ, Beasley JW, Bricker JT, Duvernoy WF, Froelicher VF, et al. ACC/AHA Guidelines for Exercise Testing. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee on Exercise Testing). J Am Coll Cardiol 1997;30:260-311.CrossRef Gibbons RJ, Balady GJ, Beasley JW, Bricker JT, Duvernoy WF, Froelicher VF, et al. ACC/AHA Guidelines for Exercise Testing. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee on Exercise Testing). J Am Coll Cardiol 1997;30:260-311.CrossRef
14.
go back to reference Watson DD, Smith WH 2nd. The role of quantitation in clinical nuclear cardiology: the University of Virginia approach. J Nucl Cardiol 2007;14:466-82.CrossRef Watson DD, Smith WH 2nd. The role of quantitation in clinical nuclear cardiology: the University of Virginia approach. J Nucl Cardiol 2007;14:466-82.CrossRef
15.
go back to reference Bourque JM, Holland BH, Watson DD, Beller GA. Achieving an exercise workload of > or = 10 metabolic equivalents predicts a very low risk of inducible ischemia: does myocardial perfusion imaging have a role? J Am Coll Cardiol 2009;54:538-45.CrossRef Bourque JM, Holland BH, Watson DD, Beller GA. Achieving an exercise workload of > or = 10 metabolic equivalents predicts a very low risk of inducible ischemia: does myocardial perfusion imaging have a role? J Am Coll Cardiol 2009;54:538-45.CrossRef
16.
go back to reference Hachamovitch R, Hayes SW, Friedman JD, Cohen I, Berman DS. Comparison of the short-term survival benefit associated with revascularization compared with medical therapy in patients with no prior coronary artery disease undergoing stress myocardial perfusion single photon emission computed tomography. Circulation 2003;107:2900-7.CrossRef Hachamovitch R, Hayes SW, Friedman JD, Cohen I, Berman DS. Comparison of the short-term survival benefit associated with revascularization compared with medical therapy in patients with no prior coronary artery disease undergoing stress myocardial perfusion single photon emission computed tomography. Circulation 2003;107:2900-7.CrossRef
17.
go back to reference Pencina MJ, D’Agostino RB, Vasan RS. Statistical methods for assessment of added usefulness of new biomarkers. Clin Chem Lab Med 2010;48:1703-11.CrossRef Pencina MJ, D’Agostino RB, Vasan RS. Statistical methods for assessment of added usefulness of new biomarkers. Clin Chem Lab Med 2010;48:1703-11.CrossRef
18.
go back to reference Bourque JM, Beller GA. Value of exercise ECG for risk stratification in suspected or known CAD in the era of advanced imaging technologies. JACC Cardiovasc Imaging 2015;8:1309-21.CrossRef Bourque JM, Beller GA. Value of exercise ECG for risk stratification in suspected or known CAD in the era of advanced imaging technologies. JACC Cardiovasc Imaging 2015;8:1309-21.CrossRef
19.
go back to reference Gharacholou SM, Pellikka PA. Trends in noninvasive testing for coronary artery disease: less exercise, less information. Am J Med 2015;128:5-7.CrossRef Gharacholou SM, Pellikka PA. Trends in noninvasive testing for coronary artery disease: less exercise, less information. Am J Med 2015;128:5-7.CrossRef
20.
go back to reference Lucas FL, DeLorenzo MA, Siewers AE, Wennberg DE. Temporal trends in the utilization of diagnostic testing and treatments for cardiovascular disease in the United States, 1993-2001. Circulation 2006;113:374-9.CrossRef Lucas FL, DeLorenzo MA, Siewers AE, Wennberg DE. Temporal trends in the utilization of diagnostic testing and treatments for cardiovascular disease in the United States, 1993-2001. Circulation 2006;113:374-9.CrossRef
21.
go back to reference Argulian E, Po JRF, Uretsky S, Kommaraju KK, Patel S, Agarwal V, et al. Comparison of the current reasons for undergoing pharmacologic stress during echocardiographic and radionuclide stress testing. J Nucl Cardiol 2017;24:546-54.CrossRef Argulian E, Po JRF, Uretsky S, Kommaraju KK, Patel S, Agarwal V, et al. Comparison of the current reasons for undergoing pharmacologic stress during echocardiographic and radionuclide stress testing. J Nucl Cardiol 2017;24:546-54.CrossRef
22.
go back to reference Detrano R, Gianrossi R, Mulvihill D, Lehmann K, Dubach P, Colombo A, et al. Exercise-induced ST segment depression in the diagnosis of multivessel coronary disease: a meta analysis. J Am Coll Cardiol 1989;14:1501-8.CrossRef Detrano R, Gianrossi R, Mulvihill D, Lehmann K, Dubach P, Colombo A, et al. Exercise-induced ST segment depression in the diagnosis of multivessel coronary disease: a meta analysis. J Am Coll Cardiol 1989;14:1501-8.CrossRef
23.
go back to reference Gianrossi R, Detrano R, Mulvihill D, Lehmann K, Dubach P, Colombo A, et al. Exercise-induced ST depression in the diagnosis of coronary artery disease. A meta-analysis. Circulation 1989;80:87-98.CrossRef Gianrossi R, Detrano R, Mulvihill D, Lehmann K, Dubach P, Colombo A, et al. Exercise-induced ST depression in the diagnosis of coronary artery disease. A meta-analysis. Circulation 1989;80:87-98.CrossRef
24.
go back to reference Gibbons RJ, Balady GJ, Bricker JT, Chaitman BR, Fletcher GF, Froelicher VF, et al. ACC/AHA 2002 guideline update for exercise testing: summary article. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to Update the 1997 Exercise Testing Guidelines). J Am Coll Cardiol 2002;40:1531-40.CrossRef Gibbons RJ, Balady GJ, Bricker JT, Chaitman BR, Fletcher GF, Froelicher VF, et al. ACC/AHA 2002 guideline update for exercise testing: summary article. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to Update the 1997 Exercise Testing Guidelines). J Am Coll Cardiol 2002;40:1531-40.CrossRef
25.
go back to reference Beller GA. How should we interpret the decrease in annual volume of stress imaging tests for evaluation of suspected or known coronary artery disease with fewer high-risk test results? Circulation Cardiovasc Imaging 2017;10:e006702.CrossRef Beller GA. How should we interpret the decrease in annual volume of stress imaging tests for evaluation of suspected or known coronary artery disease with fewer high-risk test results? Circulation Cardiovasc Imaging 2017;10:e006702.CrossRef
26.
go back to reference Brenner H, Gefeller O. Variation of sensitivity, specificity, likelihood ratios and predictive values with disease prevalence. Stat Med 1997;16:981-91.CrossRef Brenner H, Gefeller O. Variation of sensitivity, specificity, likelihood ratios and predictive values with disease prevalence. Stat Med 1997;16:981-91.CrossRef
27.
go back to reference Goldberger AL, Bhargava V, Froelicher V, Covell J. Effect of myocardial infarction on high-frequency QRS potentials. Circulation 1981;64:34-42.CrossRef Goldberger AL, Bhargava V, Froelicher V, Covell J. Effect of myocardial infarction on high-frequency QRS potentials. Circulation 1981;64:34-42.CrossRef
28.
go back to reference Lipton JA, Warren SG, Broce M, Abboud S, Beker A, Sornmo L, et al. High-frequency QRS electrocardiogram analysis during exercise stress testing for detecting ischemia. Int J Cardiol 2008;124:198-203.CrossRef Lipton JA, Warren SG, Broce M, Abboud S, Beker A, Sornmo L, et al. High-frequency QRS electrocardiogram analysis during exercise stress testing for detecting ischemia. Int J Cardiol 2008;124:198-203.CrossRef
29.
go back to reference Toledo E, Lipton JA, Warren SG, Abboud S, Broce M, Lilly DR, et al. Detection of stress-induced myocardial ischemia from the depolarization phase of the cardiac cycle—a preliminary study. J Electrocardiogr 2009;42:240-7.CrossRef Toledo E, Lipton JA, Warren SG, Abboud S, Broce M, Lilly DR, et al. Detection of stress-induced myocardial ischemia from the depolarization phase of the cardiac cycle—a preliminary study. J Electrocardiogr 2009;42:240-7.CrossRef
30.
go back to reference Ringborn M, Pettersson J, Persson E, Warren SG, Platonov P, Pahlm O, et al. Comparison of high-frequency QRS components and ST-segment elevation to detect and quantify acute myocardial ischemia.J. Electrocardiography 2010;43:113-20.CrossRef Ringborn M, Pettersson J, Persson E, Warren SG, Platonov P, Pahlm O, et al. Comparison of high-frequency QRS components and ST-segment elevation to detect and quantify acute myocardial ischemia.J. Electrocardiography 2010;43:113-20.CrossRef
31.
go back to reference Rosenmann D, Mogilevski Y, Amit G, Davrath LR, Tzivoni D. High-frequency QRS analysis improves the specificity of exercise ECG testing in women referred for angiography. J Electrocardiogr 2013;46:19-26.CrossRef Rosenmann D, Mogilevski Y, Amit G, Davrath LR, Tzivoni D. High-frequency QRS analysis improves the specificity of exercise ECG testing in women referred for angiography. J Electrocardiogr 2013;46:19-26.CrossRef
32.
go back to reference Berman DS, Kang X, Slomka PJ, Gerlach J, de Yang L, Hayes SW, et al. Underestimation of extent of ischemia by gated SPECT myocardial perfusion imaging in patients with left main coronary artery disease. J Nucl Cardiol 2007;14:521-8.CrossRef Berman DS, Kang X, Slomka PJ, Gerlach J, de Yang L, Hayes SW, et al. Underestimation of extent of ischemia by gated SPECT myocardial perfusion imaging in patients with left main coronary artery disease. J Nucl Cardiol 2007;14:521-8.CrossRef
Metadata
Title
High-frequency QRS analysis to supplement ST evaluation in exercise stress electrocardiography: Incremental diagnostic accuracy and net reclassification
Authors
Pelbreton C. Balfour Jr., MD, ScM
Jorge A. Gonzalez, MD
Peter W. Shaw, MD
Margarita P. Caminero, MD
Eric M. Holland, MD
Jack W. Melson, MD
Michael Sobczak, CNMT
Valerie Izarnotegui, MD
Denny D. Watson, PhD
George A. Beller, MD
Jamieson M. Bourque, MD, MHS
Publication date
01-12-2020
Publisher
Springer International Publishing
Published in
Journal of Nuclear Cardiology / Issue 6/2020
Print ISSN: 1071-3581
Electronic ISSN: 1532-6551
DOI
https://doi.org/10.1007/s12350-018-01530-w

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