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'''Editors-In-Chief:''' Richard L. Verrier, PhD, FACC, and Tuomo Nieminen, MD, PhD; '''Assistant Editors-in-Chief:''' Jose Roberto Pegler and Caio Tavares, Medical Students, University of São Paulo, Brazil, in research program at Beth Israel Deaconess Medical Center 
'''Editors-In-Chief:''' Richard L. Verrier, PhD, FACC, and Tuomo Nieminen, MD, PhD; '''Assistant Editors-in-Chief:''' Jose Roberto Pegler, M.D., and Caio Tavares, M.D.


==Overview==
==Overview==
T-wave alternans is a beat-to-beat alternation in the repolarization cycle of the heartbeat.  It can be observed in the electrocardiogram ([[ECG]]) as a difference in the amplitude and morphology of the [[ST-segment]] and/or the [[T wave]] among successive odd and even beats in an ABAB pattern (Figure).   
T-wave alternans is a beat-to-beat alternation in the repolarization cycle of the heartbeat.  It can be observed in the electrocardiogram ([[ECG]]) as a difference in the amplitude and morphology of the [[ST-segment]] and/or the [[T wave]] among successive odd and even beats in an ABAB pattern (Figure).   
   
   
[[image:T_wave_alternans.jpg]]


(Reprinted with permission from John Wiley & Sons, Inc., from Minkkinen et al, “Enhanced predictive power of quantitative TWA during routine exercise testing in the Finnish Cardiovascular Study,” published in J Cardiovasc Electrophysiol 2009; 20: 408-415.)(1)
[[
 
image:T_wave_alternans.jpg]]
 
(Reprinted with permission from John Wiley & Sons, Inc., from Minkkinen et al, “Enhanced predictive power of quantitative TWA during routine exercise testing in the Finnish Cardiovascular Study,” published in J Cardiovasc Electrophysiol 2009; 20: 408-415.)(1) This patient's peak TWA level was 124 microvolts, indicating severely abnormal risk.  He died 12 months later of cardiovascular causes.


Interest is focused on this phenomenon because of its promise in identifying individuals with elevated risk for lethal heart rhythm disturbances and [[sudden cardiac death]], the leading cause of death in the industrially developed world. The video of the ABAB pattern of TWA heralds the onset of ventricular fibrillation during myocardial ischemia.  The arrhythmia was successfully terminated by defibrillation countershock.   
Interest is focused on this phenomenon because of its promise in identifying individuals with elevated risk for lethal heart rhythm disturbances and [[sudden cardiac death]], the leading cause of death in the industrially developed world. The video of the ABAB pattern of TWA heralds the onset of ventricular fibrillation during myocardial ischemia.  The arrhythmia was successfully terminated by defibrillation countershock.   
Line 42: Line 45:
*[[Vasospastic angina]] <ref>Shimada H, Nishizaki M, Fujii H, et al. Ambulatory electrocardiogram-based T-wave alternans in patients with vasospastic angina during asymptomatic periods. Am J Cardiol 2012 110:1446-1451.</ref>  
*[[Vasospastic angina]] <ref>Shimada H, Nishizaki M, Fujii H, et al. Ambulatory electrocardiogram-based T-wave alternans in patients with vasospastic angina during asymptomatic periods. Am J Cardiol 2012 110:1446-1451.</ref>  


TWA magnitude is amplified in parallel with elevated risk of [[arrhythmias]] caused by increased heart rate, coronary artery occlusion and [[reperfusion]],(7-9) [[sympathetic nerve]] stimulation,(7) mental stress in patients with implantable cardioverter defibrillators ([[ICD]]s),(10) and [[proarrhythmic]] agents.(11)  Heart rate is not the sole determinant of TWA, as raising heart rate by fixed rate pacing does not induce the same levels of TWA as imposing [[adrenergic]] factors or myocardial [[ischemia]] to reach the same heart rate.(12)  [[Vagus nerve]] stimulation, pharmacologic blockade of [[beta-adrenergic receptor]]s,(13) [[sodium channel]]s,(14, 15) or the [[angiotensin II receptor]],(16) sympathetic denervation,(7) and spinal cord stimulation (17) decrease TWA levels and reduce risk of [[arrhythmia]].
TWA magnitude is amplified in parallel with elevated risk of [[arrhythmias]] caused by increased heart rate, coronary artery occlusion and [[reperfusion]],(7-9) [[sympathetic nerve]] stimulation,(7) mental stress in patients with implantable cardioverter defibrillators ([[ICD]]s),(10) and [[proarrhythmic]] agents.(11)  Heart rate is not the sole determinant of TWA, as raising heart rate by fixed rate pacing does not induce the same levels of TWA as imposing [[adrenergic]] factors or myocardial [[ischemia]] to reach the same heart rate.(12)  TWA can be used as a therapeutic target, as [[vagus nerve]] stimulation, pharmacologic blockade of [[beta-adrenergic receptor]]s,(13) [[sodium channel]]s,(14, 15) or the [[angiotensin II receptor]],(16) sympathetic denervation,(7) spinal cord stimulation, (17) and cardiac exercise rehabilitation <ref>Kentta T, Tulppo MP, Nearing BD, Karjalainen JJ, Hautala AJ, Kiviniemi AM, Huikuri HV, Verrier RL.  Effects of exercise rehabilitation on cardiac electrical instability assessed by T-wave alternans during ambulatory electrocardiogram monitoring in coronary artery disease patients without and with diabetes mellitus. Am J Cardiol 2014; 114:832-837.</ref> decrease TWA levels and reduce risk of [[arrhythmia]].


==Differentiating Electrical Alternans form other Disorders==
==Differentiating Electrical Alternans form other Disorders==
Line 48: Line 51:


==Microvolt TWA and Test Methods==
==Microvolt TWA and Test Methods==
In the 1980’s, Drs. Richard J. Cohen, Joseph M. Smith, David S. Rosenbaum, and colleagues at Massachusetts Institute of Technology and Massachusetts General Hospital (18, 19) and Drs. Richard L. Verrier and Bruce D. Nearing at Georgetown University School of Medicine and later at Beth Israel Deaconess Medical Center, Harvard Medical School,(7-9) applied signal processing techniques to detect visually indiscernible levels of TWA and established that at a microvolt level, TWA discloses risk for lethal cardiac arrhythmias and [[sudden cardiac death]].  TWA monitoring can provide valuable information to support overall decision-making to implant an ICD.(20) Recently, Verrier and Nieminen reviewed the body of evidence that indicates the potential value of TWA in guiding medical therapy and detecting risk for proarrhythmia.(11)   
In the 1980’s, Drs. Richard J. Cohen, Joseph M. Smith, David S. Rosenbaum, and colleagues at Massachusetts Institute of Technology and Massachusetts General Hospital (18, 19) and Drs. Richard L. Verrier and Bruce D. Nearing at Georgetown University School of Medicine and later at Beth Israel Deaconess Medical Center, Harvard Medical School,(7-9) applied signal processing techniques to detect visually indiscernible levels of TWA and established that at a microvolt level, TWA discloses risk for lethal cardiac arrhythmias and [[sudden cardiac death]].  TWA monitoring can provide valuable information to support overall decision-making to implant an ICD(20) and can also be used to guide medical therapy and detect risk for proarrhythmia.(11)   


Two techniques for TWA analysis currently cleared by the United States Food and Drug Administration for risk stratification for arrhythmic death are the Spectral Method, which emanated from Dr. Cohen’s laboratory and is commercialized by [http://www.cambridgeheart.com/ Cambridge Heart, Inc.] and [http://www.cardiacscience.com/cardiology-products/cardiac-stress-testing/quinton-q-stress.php Cardiac Sciences, Inc.] and the Modified Moving Average method, which resulted from Drs. Verrier and Nearing’s collaboration and is commercialized by [http://www.gehealthcare.com/euen/cardiology/docs/T-Wave_Alternans.pdf GE Healthcare, Inc.] and in Europe by [http://getemed.glutrot.de/index.php?id=24&L=0&R=0 Getemed AG].   
Two techniques for TWA analysis currently cleared by the United States Food and Drug Administration for risk stratification for arrhythmic death are the Spectral Method, which emanated from Dr. Cohen’s laboratory and is commercialized by [http://www.cambridgeheart.com/ Cambridge Heart, Inc.] and [http://www.cardiacscience.com/cardiology-products/cardiac-stress-testing/quinton-q-stress.php Cardiac Sciences, Inc.] and the Modified Moving Average method, which resulted from Drs. Verrier and Nearing’s collaboration and is commercialized by [http://www.gehealthcare.com/euen/cardiology/docs/T-Wave_Alternans.pdf GE Healthcare, Inc.] and in Europe by [http://getemed.glutrot.de/index.php?id=24&L=0&R=0 Getemed AG].   
Line 59: Line 62:


====Prognostic Value of the Spectral Method====
====Prognostic Value of the Spectral Method====
While the usefulness of the test has been demonstrated in patients with [[congestive heart failure]], ischemic [[cardiomyopathy]], or previous [[myocardial infarction]], its utility in patients with nonischemic dilated cardiomyopathy, in the early post-myocardial infarction period, or in hereditary channelopathies remains unclear.(24)  
Over 8000 subjects have been enrolled in Spectral Method studies that predicted outcomes, including the ALPHA study <ref>Salerno-Uriarte JA, De Ferrari GM, Klersy C, Pedretti RF, Tritto M, Sallusti L, Libero L, Pettinati G, Molon G, Curnis A, Occhetta E, Morandi F, Ferrero P, Accardi F; ALPHA Study Group Investigators. Prognostic value of T-wave alternans in patients with heart failure due to nonischemic cardiomyopathy: results of the ALPHA Study. J Am Coll Cardiol. 2007 Nov 6;50(19):1896-904. Epub 2007 Oct 22.</ref> and the ABCD study <ref> Costantini O, Hohnloser SH, Kirk MM, et al. The ABCD (Alternans Before Cardioverter Defibrillator) trial: strategies using T-wave alternans to improve efficiency of sudden cardiac death prevention. J Am Coll Cardiol 2009;53:471–9 </ref>.  An additional 3145 (28% of total) subjects were enrolled in Spectral Method studies that did not predict outcomes, including the SCD-HeFT TWA substudy <ref>Gold MR, Ip JH, Costantini O, et al. Role of microvolt T-wave alternans in assessment of arrhythmia vulnerability among patients with heart failure and systolic dysfunction: Primary results from the T-wave Alternans Sudden Cardiac Death in Heart Failure Trial substudy. Circulation 2008;118:2022–8.</ref>, the MASTER study <ref>Chow T, Kereiakes DJ, Onufer J, et al. Does microvolt T-wave alternans testing predict ventricular tachyarrhythmias in patients with ischemic cardiomyopathy and prophylactic defibrillators? The MASTER (Microvolt T-wave Alternans Testing for Risk Stratification of Post-Myocardial Infarction Patients) trial. J Am Coll Cardiol 2008; 52:1607–15.</ref>, and the CARISMA study <ref>Huikuri HV, Raatikainen MJ, Moerch-Joergensen R, et al. Prediction of fatal or near-fatal cardiac arrhythmia events in patients with depressed left ventricular function after an acute myocardial infarction. Eur Heart J 2009;30:689–98.</ref>.   


===Modified Moving Average (MMA) Method===
===Modified Moving Average (MMA) Method===
This approach employs the noise-rejection principle of recursive averaging.(9)  It was designed to allow TWA measurement during routine [[exercise stress testing]] and [[Holter monitor|ambulatory ECG monitoring]], as it circumvents the requirement of heart-rate stabilization and uses standard precordial leads.  The algorithm continuously streams odd and even beats into separate bins and creates median complexes for each bin.  The complexes are then superimposed and the peak difference between the odd and even median complexes at any point from the J point to the end of the T wave is defined as the TWA value and is updated every 10 to 15 seconds.  The influence of new incoming beats is controlled through use of an adjustable update factor; the sensitive 1/8 update factor is recommended.  Artifacts due to respiration and motion are reduced by software.   
This approach employs the noise-rejection principle of recursive averaging.(9)  It was designed to allow TWA measurement during routine [[exercise stress testing]] and [[Holter monitor|ambulatory ECG monitoring]], as it circumvents the requirement of heart-rate stabilization and uses standard precordial leads.  The algorithm continuously streams odd and even beats into separate bins and creates median complexes for each bin.  The complexes are then superimposed and the peak difference between the odd and even median complexes at any point from the J point to the end of the T wave is defined as the TWA value and is updated every 10 to 15 seconds.  The influence of new incoming beats is controlled through use of an adjustable update factor; the sensitive 1/8 update factor is recommended.  Artifacts due to respiration and motion are reduced by software.   


The MMA method reports TWA values in microvolts and presents high-resolution templates of superimposed beats to display the alternation pattern and permit visual overreading to verify the automated TWA measurement.  Watch the video "TWA Analysis in Ambulatory ECG recording - Tutorial" to learn how to analyze TWA using the Modified Moving Average (MMA) Method. Click [[Media:Excel_Model_for_TWA_analysis.xls|here‎]] to obtain the excel file with the formulas mentioned in the video. For more details, see the following from [http://www.gehealthcare.com/euen/cardiology/docs/T-Wave_Alternans.pdf GE Healthcare, Inc.]
The MMA method reports TWA values in microvolts and presents high-resolution templates of superimposed beats to display the alternation pattern and permit visual overreading to verify the automated TWA measurement.  Watch the video "TWA Analysis in Ambulatory ECG recording - Tutorial" to learn how to analyze TWA using the Modified Moving Average (MMA) Method. Click [[
 
Media:Excel_Model_for_TWA_analysis.xls|here‎]]
 
to obtain the excel file with the formulas mentioned in the video. For more details, see the following from [http://www.gehealthcare.com/euen/cardiology/docs/T-Wave_Alternans.pdf GE Healthcare, Inc.]


{{#ev:youtube|-oC3GLoFXFo}}
{{#ev:youtube|-oC3GLoFXFo}}


The MMA method uses routine, symptom-limited exercise stress testing or ambulatory ECG monitoring and standard electrodes and requires that chronic medications be retained.  Both methods achieve 1-microvolt resolution.
====Interpreting Results of Modified Moving Average Method====
====Interpreting Results of Modified Moving Average Method====
Higher TWA values indicate greater risk along a continuum.  TWA ≥20µV indicates elevated risk and is particularly useful in combination with other noninvasive markers.(1, 25, 26)  TWA ≥46µV as a single cutpoint indicates significantly increased risk.(27-29)  Higher optimized values ≥65µV are associated with higher levels of risk, reported in terms of hazard ratios.(28, 30)   
Higher TWA values indicate greater risk along a continuum.  TWA ≥20µV indicates elevated risk and is particularly useful in combination with other noninvasive markers.(1, 25, 26)  TWA ≥47µV as a single cutpoint indicates significantly increased risk.(27-29)  Higher optimized values ≥60µV are associated with higher levels of risk, reported in terms of hazard ratios.(28, 30)   


====Prognostic Value of Modified Moving Average Method====
====Prognostic Value of Modified Moving Average Method====
Predictive accuracy of the MMA method for arrhythmic death and cardiovascular mortality has been demonstrated in a population referred for a clinically indicated exercise test (1, 26, 28, 31, 32) and in patients with coronary artery disease,(25, 33) recent or old myocardial infarction,(27, 34) congestive heart failure,(29) and ischemic and nonischemic cardiomyopathy.(30)  The largest investigation of MMA-based TWA is the Finnish Cardiovascular Study (FINCAVAS), which enrolled generally low-risk patients who were referred for routine, symptom-limited exercise testing.(1, 26, 28, 31, 32) The MMA technique is also compatible with ambulatory ECG monitoring,(27, 29, 30, 34) atrial pacing, ECG monitoring of immediate post-exercise recovery,(25, 26, 32, 33) and by implantable devices including ICDs. 
Over 5000 patients have been enrolled in MMA studies, with >3500 in the FINCAVAS exercise-based series <ref>Nieminen T, Lehtimäki T, Viik J, Lehtinen R, Nikus K, Kööbi T, Niemelä K, Turjanmaa V, Kaiser W, Huhtala H, Verrier RL, Huikuri H, Kähönen M.  T-wave alternans predicts mortality in a population undergoing a clinically indicated exercise test.  Eur Heart J. 2007 Oct;28(19):2332-7. Epub 2007 Jul 25</ref>.  The remaining 1500 patients were studied during ambulatory ECG monitoring.  All MMA-based TWA studies have predicted outcomes. Specifically, the predictive accuracy of the MMA method for arrhythmic death and cardiovascular mortality has been demonstrated in a population referred for a clinically indicated exercise test (1, 26, 28, 31, 32) and in patients with coronary artery disease,(25, 33) recent or old myocardial infarction,(27, 34) congestive heart failure,(29) and ischemic and nonischemic cardiomyopathy.(30)  The largest investigation of MMA-based TWA is the Finnish Cardiovascular Study (FINCAVAS), which enrolled generally low-risk patients who were referred for routine, symptom-limited exercise testing.(1, 26, 28, 31, 32)  


==Comparison of Spectral and Modified Moving Average Methods==
==Comparison of Spectral and Modified Moving Average Methods==

Revision as of 05:32, 15 March 2015

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Editors-In-Chief: Richard L. Verrier, PhD, FACC, and Tuomo Nieminen, MD, PhD; Assistant Editors-in-Chief: Jose Roberto Pegler, M.D., and Caio Tavares, M.D.

Overview

T-wave alternans is a beat-to-beat alternation in the repolarization cycle of the heartbeat. It can be observed in the electrocardiogram (ECG) as a difference in the amplitude and morphology of the ST-segment and/or the T wave among successive odd and even beats in an ABAB pattern (Figure).


[[

image:T_wave_alternans.jpg]]

(Reprinted with permission from John Wiley & Sons, Inc., from Minkkinen et al, “Enhanced predictive power of quantitative TWA during routine exercise testing in the Finnish Cardiovascular Study,” published in J Cardiovasc Electrophysiol 2009; 20: 408-415.)(1) This patient's peak TWA level was 124 microvolts, indicating severely abnormal risk. He died 12 months later of cardiovascular causes.

Interest is focused on this phenomenon because of its promise in identifying individuals with elevated risk for lethal heart rhythm disturbances and sudden cardiac death, the leading cause of death in the industrially developed world. The video of the ABAB pattern of TWA heralds the onset of ventricular fibrillation during myocardial ischemia. The arrhythmia was successfully terminated by defibrillation countershock.

{{#ev:youtube|ZSJB3sB5Oi0}}

History of T Wave Alternans

Hering, in 1908, was the first to observe and describe visible macroscopic TWA and its association with increased susceptibility to ventricular tachyarrhythmias.(2) The advent of digital signal processing techniques allowed identification and measurement of nonvisible levels of TWA.

Causes

TWA magnitude is amplified in parallel with elevated risk of arrhythmias caused by increased heart rate, coronary artery occlusion and reperfusion,(7-9) sympathetic nerve stimulation,(7) mental stress in patients with implantable cardioverter defibrillators (ICDs),(10) and proarrhythmic agents.(11) Heart rate is not the sole determinant of TWA, as raising heart rate by fixed rate pacing does not induce the same levels of TWA as imposing adrenergic factors or myocardial ischemia to reach the same heart rate.(12) TWA can be used as a therapeutic target, as vagus nerve stimulation, pharmacologic blockade of beta-adrenergic receptors,(13) sodium channels,(14, 15) or the angiotensin II receptor,(16) sympathetic denervation,(7) spinal cord stimulation, (17) and cardiac exercise rehabilitation [15] decrease TWA levels and reduce risk of arrhythmia.

Differentiating Electrical Alternans form other Disorders

The electrical form of alternans should be differentiated from the mechanical form alternans in which case there is alternation of the strength of the pulse as is observed in pulsus alternans. Electrical and mechanical alternans may coexist.

Microvolt TWA and Test Methods

In the 1980’s, Drs. Richard J. Cohen, Joseph M. Smith, David S. Rosenbaum, and colleagues at Massachusetts Institute of Technology and Massachusetts General Hospital (18, 19) and Drs. Richard L. Verrier and Bruce D. Nearing at Georgetown University School of Medicine and later at Beth Israel Deaconess Medical Center, Harvard Medical School,(7-9) applied signal processing techniques to detect visually indiscernible levels of TWA and established that at a microvolt level, TWA discloses risk for lethal cardiac arrhythmias and sudden cardiac death. TWA monitoring can provide valuable information to support overall decision-making to implant an ICD(20) and can also be used to guide medical therapy and detect risk for proarrhythmia.(11)

Two techniques for TWA analysis currently cleared by the United States Food and Drug Administration for risk stratification for arrhythmic death are the Spectral Method, which emanated from Dr. Cohen’s laboratory and is commercialized by Cambridge Heart, Inc. and Cardiac Sciences, Inc. and the Modified Moving Average method, which resulted from Drs. Verrier and Nearing’s collaboration and is commercialized by GE Healthcare, Inc. and in Europe by Getemed AG.

Spectral Method (SM)

The Fast Fourier Transform is employed to analyze 128 consecutive beats from the J-point to the end of the T wave and produces a power spectrum at 0.5 cycle/beat (on every other beat), which is defined as the alternans power. Since the Spectral Method requires a graded heart-rate increase to a target heart rate, it is usually performed during bicycle ergometry or treadmill exercise. Specialized electrodes are required for noise reduction.

Interpreting Results of Spectral Method

If the TWA level calculated by the Spectral Method exceeds 1.9µV, then the test is considered positive.(21) These patients should be referred to a cardiac electrophysiologist for further evaluation. Results below 1.9µV are interpreted as negative. Several prospective studies have demonstrated that a negative TWA test result with the Spectral Method confirms a low level of risk for an arrhythmic episode, since the test displays a negative predictive value ≥97%,(20, 22) indicating that a negative test correctly identifies ≥97% of patients with diminished risk of developing a lethal cardiac arrhythmia or sudden cardiac death during the next year to two years. Test results may be indeterminate for technical reasons (noise from muscle, respiration, or movement artifact) or because of patient factors (inability to reach a target heart rate of 105-110 beats/min, excessive ectopy, or nonsustained TWA). Indeterminate test results due to patient factors indicate a level of the risk that is equivalent to or greater than a positive test result,(23) and these patients should be immediately retested.

Prognostic Value of the Spectral Method

Over 8000 subjects have been enrolled in Spectral Method studies that predicted outcomes, including the ALPHA study [16] and the ABCD study [17]. An additional 3145 (28% of total) subjects were enrolled in Spectral Method studies that did not predict outcomes, including the SCD-HeFT TWA substudy [18], the MASTER study [19], and the CARISMA study [20].

Modified Moving Average (MMA) Method

This approach employs the noise-rejection principle of recursive averaging.(9) It was designed to allow TWA measurement during routine exercise stress testing and ambulatory ECG monitoring, as it circumvents the requirement of heart-rate stabilization and uses standard precordial leads. The algorithm continuously streams odd and even beats into separate bins and creates median complexes for each bin. The complexes are then superimposed and the peak difference between the odd and even median complexes at any point from the J point to the end of the T wave is defined as the TWA value and is updated every 10 to 15 seconds. The influence of new incoming beats is controlled through use of an adjustable update factor; the sensitive 1/8 update factor is recommended. Artifacts due to respiration and motion are reduced by software.

The MMA method reports TWA values in microvolts and presents high-resolution templates of superimposed beats to display the alternation pattern and permit visual overreading to verify the automated TWA measurement. Watch the video "TWA Analysis in Ambulatory ECG recording - Tutorial" to learn how to analyze TWA using the Modified Moving Average (MMA) Method. Click [[

Media:Excel_Model_for_TWA_analysis.xls|here‎]]

to obtain the excel file with the formulas mentioned in the video. For more details, see the following from GE Healthcare, Inc.

{{#ev:youtube|-oC3GLoFXFo}}


The MMA method uses routine, symptom-limited exercise stress testing or ambulatory ECG monitoring and standard electrodes and requires that chronic medications be retained. Both methods achieve 1-microvolt resolution.

Interpreting Results of Modified Moving Average Method

Higher TWA values indicate greater risk along a continuum. TWA ≥20µV indicates elevated risk and is particularly useful in combination with other noninvasive markers.(1, 25, 26) TWA ≥47µV as a single cutpoint indicates significantly increased risk.(27-29) Higher optimized values ≥60µV are associated with higher levels of risk, reported in terms of hazard ratios.(28, 30)

Prognostic Value of Modified Moving Average Method

Over 5000 patients have been enrolled in MMA studies, with >3500 in the FINCAVAS exercise-based series [21]. The remaining 1500 patients were studied during ambulatory ECG monitoring. All MMA-based TWA studies have predicted outcomes. Specifically, the predictive accuracy of the MMA method for arrhythmic death and cardiovascular mortality has been demonstrated in a population referred for a clinically indicated exercise test (1, 26, 28, 31, 32) and in patients with coronary artery disease,(25, 33) recent or old myocardial infarction,(27, 34) congestive heart failure,(29) and ischemic and nonischemic cardiomyopathy.(30) The largest investigation of MMA-based TWA is the Finnish Cardiovascular Study (FINCAVAS), which enrolled generally low-risk patients who were referred for routine, symptom-limited exercise testing.(1, 26, 28, 31, 32)

Comparison of Spectral and Modified Moving Average Methods

TWA values reported by MMA are typically 4- to 10-fold higher than Spectral Method test results. This difference is mainly attributable to the fact that the Spectral Method reports the average TWA level across the entire JT segment for 128 beats, whereas the MMA method reports the peak TWA value for each 15 seconds at any point within the JT interval.

Spectral and MMA analyses have been found in prospective investigations to exhibit similar hazard ratios for predicting sudden cardiac death and cardiovascular mortality when tested in the same population of post-MI patients with better-preserved left ventricular ejection fraction,(25) in matched populations,(30, 35) or in overall hazard ratios.(22, 24) A high negative predictive accuracy of ≥97% is found with both methods.

Clinical Significance

One proposed application of TWA testing has been to identify patients who would not benefit from implantation of an ICD,which rescues patients from a lethal arrhythmia. The current guidelines for ICD implantation state that the main parameter to be analyzed is left ventricular ejection fraction, a measure that does not reveal direct information about the electrical substrate of the heart. Interventional trials have not demonstrated that TWA test results are sufficiently accurate for denying ICD implantation to an otherwise suitable candidate patient,(36-38) as TWA did not predict appropriate ICD discharge in the MASTER trial (37) or in the TWA substudy of SCD-HeFT trial.(38) However, it is well-recognized that ICD discharge may not be an appropriate surrogate endpoint for sudden cardiac death.

A second proposed application of TWA testing is in guiding medical therapy, since many agents that have been shown to reduce incidence of arrhythmias, sudden cardiac death, or cardiovascular mortality also diminish TWA magnitude clinically.(11) These include agents that block beta-adrenergic receptors (13, 39, 40) and angiotensin II receptors.(16, 41) Proarrhythmic effects of cardiovascular and noncardiovascular agents are also indicated by TWA.(11) Thus, drug-induced changes in TWA magnitude may provide an indication of therapeutic efficacy on an individual patient basis.

Frontiers of TWA testing include improvement in prediction based on quantification of TWA magnitude, risk stratification among patients with preserved ejection fraction, the patient group with the highest number of sudden cardiac deaths, and combined use with other noninvasive risk markers to optimize identification of patients whose risk for lethal arrhythmias and sudden cardiac death is elevated. The potential combination parameters include heart rate turbulence,(25, 42) heart rate recovery,(26, 43) or exercise capacity.(32, 44)

Reimbursement for T-Wave Alternans Testing

The 2006 decision summary from the U.S. Center for Medicare and Medicaid Services regarding reimbursement for T-wave alternans testing (CAG-00293N) states: “CMS has determined that there is sufficient evidence to conclude that Microvolt T-wave Alternans (MTWA) diagnostic testing is reasonable and necessary for the evaluation of patients at risk of sudden cardiac death, only when the spectral analytic method is used, and CMS is issuing the following national coverage determination (NCD) for this indication. Microvolt T-wave Alternans (MTWA) diagnostic testing is covered for the evaluation of patients at risk of sudden cardiac death, only when the spectral analytic method is used.” Potential reimbursement for the Modified Moving Average method will be under consideration shortly.


References

1. Minkkinen M, Kähönen M, Viik J, Nikus K, Lehtimäki T, Lehtinen R, Kööbi T, Turjanmaa V, Kaiser W, Verrier RL, Nieminen T. Enhanced predictive power of quantitative TWA during routine exercise testing in the Finnish Cardiovascular Study. J Cardiovasc Electrophysiol 2009; 20: 408-415.

2. Hering HE. Das Wesen des Herzalternans. Muenchener Med Wochenschr 1908; 4:1417-1421.

3. Verrier RL, Kumar K, Nearing BD. Basis for sudden cardiac death prediction by T-wave alternans from an integrative physiology perspective. Heart Rhythm 2009; 6:416-422.

4. Cutler MJ, Rosenbaum DS. Explaining the clinical manifestations of T wave alternans in patients at risk for sudden cardiac death. Heart Rhythm 2009 Mar; 6 (Suppl 3):S22-S28.

5. Weiss JN, Karma A, Shiferaw Y, Chen PS, Garfinkel A, Qu Z. From pulsus to pulseless: The saga of cardiac alternans. Circ Res 2006 May 26; 98:1244-1253.

6. Bayer JD, Narayan SM, Lalani GG, Trayanova NA. Rate-dependent action potential alternans in human heart failure implicates abnormal intracellular calcium handling. Heart Rhythm 2010 Aug; 7(8):1093-1101.

7. Nearing BD, Huang AH, Verrier RL. Dynamic tracking of cardiac vulnerability by complex demodulation of the T-wave. Science 1991; 252:437-440.

8. Nearing BD, Oesterle SN, Verrier RL. Quantification of ischaemia-induced vulnerability by precordial T-wave alternans analysis in dog and human. Cardiovasc Res 1994; 28:1440-49.

9. Nearing BD, Verrier RL. Modified moving average method for T-wave alternans analysis with high accuracy to predict ventricular fibrillation. J Appl Physiol 2002; 92:541-49.

10. Kop WJ, Krantz DS, Nearing BD, Gottdiener JS, Quigley JF, O’Callahan M, Delnegro AA, Friehling TD, Karasik P, Suchday S, Levine J, Verrier RL. Effects of acute mental and exercise stress on T-wave alternans in patients with implantable cardioverter defibrillators and controls. Circulation 2004; 109:1864-69.

11. Verrier RL, Nieminen T. T-wave alternans as a therapeutic marker for antiarrhythmic agents. J Cardiovasc Pharmacol 2010; 55(6):544-554.

12. Kovach JA, Nearing BD, Verrier RL. An angerlike behavioral state potentiates myocardial ischemia-induced T-wave alternans in canines. J Am Coll Cardiol 2001; 37:1719-725.

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External Links

  • GE Healthcare Manufacturer of Marquette MMA T-wave Alternans Stress Test and Holter Systems

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