当前位置: 首页 > 期刊 > 《循环学杂志》 > 2005年第8期 > 正文
编号:11176341
Exercise Testing in Asymptomatic Adults
http://www.100md.com 《循环学杂志》
     Abstract

    Along with coronary artery calcium scanning, ankle-brachial index measurement, and carotid artery ultrasound, exercise electrocardiography has been proposed as a screening tool for asymptomatic subjects thought to be at intermediate risk for developing clinical coronary disease. A wealth of data indicate that exercise testing can be used to assess and refine prognosis, particularly when emphasis is placed on nonelectrocardiographic measures such as exercise capacity, chronotropic response, heart rate recovery, and ventricular ectopy. Nevertheless, randomized trial data on the clinical value of screening exercise testing are absent; that is, it is not known whether a strategy of routine screening exercise testing in selected subjects reduces the risk for premature mortality or major cardiac morbidity. The writing group believes that a large-scale randomized trial of such a strategy should be performed.

    Key Words: AHA Scientific Statements ; exercise test ; imaging ; coronary disease ; heart rate

    Introduction

    Coronary artery disease is the leading cause of death in the developed world1 and may become the leading cause of death in the entire world2; however, many patients with prognostically significant coronary artery disease are asymptomatic.1 Consequently, there has been enormous interest during the past 10 to 15 years in developing screening techniques by which important but asymptomatic disease can be diagnosed at an early stage.3

    Screening for serious chronic diseases is a complex topic. Outside the realm of large randomized trials, it is arguably impossible to definitively determine whether screening has any real benefit.4 Although it makes intuitive sense to diagnose disease at a stage before it causes major clinical events, screening may actually be harmful.5 Thus, new screening techniques that have become available during the past 5 to 10 years have engendered a great deal of controversy, given the absence of randomized trial data demonstrating that the use of screening results in improved clinical outcomes.6,7 The purpose of this scientific statement is to consider, on the basis of existing evidence, what role—if any—exercise testing plays in risk stratification in asymptomatic subjects. We pay particular attention to the value of non–ST-segment measures, including functional capacity, chronotropic response, heart rate (HR) recovery, and ventricular ectopy.

    Appropriateness of Exercise Testing in Asymptomatic Subjects

    The exercise test historically has been considered a potential useful modality for coronary disease screening.3 It is simple to administer, inexpensive, and safe. Nonetheless, the relatively poor accuracy of exercise electrocardiography for diagnosing hemodynamically significant coronary disease, even in symptomatic subjects,8 has led to recommendations against the use of exercise testing as a screening tool, as is well documented by a recent report from the US Preventive Services Task Force.9 These recommendations have been largely based on an extensive body of literature documenting the limitations of the ST segment for diagnosing coronary disease in asymptomatic subjects. Indeed, when used as a purely diagnostic test, it must be realized that false-positive tests are common among asymptomatic adults, especially women, and may lead to unnecessary testing, overtreatment, and labeling.9 Still, reports on modifications to ST-segment interpretation,10 consideration of non–ST-segment measures,11 and evaluation of the exercise test as a prognostic11 rather than a diagnostic test suggest that the prognostic value of the screening exercise test may have been underestimated.

    Because no large-scale randomized trials have been performed to demonstrate a clinical benefit, recent American Heart Association/American College of Cardiology and US Preventive Services Task Force guidelines9 have discouraged the use of exercise testing as a screening modality for routine use (Class III; see Table 1).12–14 The guidelines acknowledge the possible value of exercise testing in people with diabetes who are contemplating an exercise program (Class IIa); in patients with multiple risk factors for whom risk-reduction therapy needs to be guided (Class IIb); and in men >45 years old and women >55 years old who plan to start vigorous exercise programs, are involved in high-risk occupations, and are at risk for coronary disease because of other diseases such as peripheral atherosclerosis and chronic renal failure (all Class IIb).12 The US Preventive Services Task Force found that screening exercise testing had no value in low-risk subjects and found insufficient evidence for or against testing in subjects at higher risk.9

    A recent article by Greenland et al in Circulation3 recommended that all subjects undergo global risk assessment based on office tools such as the Framingham Risk Score.15,16 Subjects who are deemed to be at low risk for a cardiac event (<0.6% per year) need not undergo any further evaluation, whereas those deemed to be at high risk for such events (>2% per year) deserve to undergo aggressive treatment. There may be a role for screening in patients who are at intermediate risk of events (0.6% to 2.0% per year). Greenland et al3 noted 4 tests that may be of value: exercise electrocardiography, carotid ultrasound, coronary artery calcium scanning, and ankle-brachial indexes.3

    Relation of Predictive Value to Test Performance Characteristics

    Recommendations against screening asymptomatic subjects by exercise testing are rooted in a well-established bayesian argument. Given the limited sensitivity and imperfect specificity of standard ST-segment depression criteria for the identification of coronary artery disease, the positive predictive value of the exercise test in populations with a low prevalence of disease must be low.12 Even if positive predictive value is improved by altering test criteria to improve specificity, sensitivity must be reduced, meaning that a number of people with significant disease will be missed.

    Limitations of ST-Segment Depression in Asymptomatic Subjects

    The diagnostic value of ST-segment depression in asymptomatic subjects is difficult to assess because few asymptomatic patients undergo coronary angiography. There are conflicting data with regard to its value for prognosis.8,17–20 This may be due to the inability of standard ST-segment changes to reflect the workload and degree of myocardial ischemia present.10,21–23 Another important issue that affects the predictive value of the exercise test is verification bias.8,24 Nearly all of the studies in the literature have been based on cohorts of patients in whom the decision to perform the "gold standard" test of coronary angiography was at least in part related to the result of the exercise ECG. Because physicians believe that the exercise ECG may be of value in identifying patients with and without coronary disease, populations of patients undergoing coronary angiography are heavily influenced by a selection bias. This selection bias, or more correctly "verification bias," results in an inflated sensitivity and deflated specificity.8,24 One large recent study of a clinical population in which patients underwent coronary angiography largely independent of the exercise ECG result showed that a poor sensitivity of <50% was associated with a relatively high specificity of >80%.8 Because one can assume that asymptomatic patients are even less likely to be referred to coronary angiography than are symptomatic patients unless marked ST-segment depression is noted (eg, at a very low workload in the absence of left ventricular hypertrophy), the problem with workup bias may be even worse.

    Another problem with ST-segment interpretation is the use of coronary angiography as the gold standard. Coronary angiography represents an incomplete look at disease within the coronary vessel wall,25 which does not enable clinicians to determine the physiological response of a diseased endothelium under conditions of stress.26 Thus, a noninvasive test that demonstrates stress-induced ischemia may well be associated with a coronary angiogram showing only mild disease.27 If stress leads to a paradoxical vasoconstriction, then ischemia may be present, despite a benign-appearing resting coronary angiogram.27 Thus, the apparent lack of correlation between a noninvasive exercise test finding and coronary angiogram findings may be caused more by the inadequacy of the coronary angiogram to best describe severity of atherosclerosis than by an inherent problem in the exercise test itself.

    Consideration of the Exercise Test as a Screening Tool

    Consideration of the exercise test as a screening tool in asymptomatic patients involves several issues for investigation and development. First, improvement in the sensitivity and specificity of electrocardiographic criteria for the identification of ischemia may improve the positive and negative predictive values of the test in populations with any prevalence of disease. Second, recognition of the predictive value of nonelectrocardiographic exercise test findings for coronary and noncoronary events suggests that these may be incorporated productively into combined exercise test scores. Third, risk as a predictive end point of the exercise test requires distinguishing between the identification of any disease and the identification of prognostically important disease.

    Nonelectrocardiographic Advances in Stress Testing Applied to Asymptomatic Subjects

    During the past 10 to 15 years, a number of discoveries have extended our understanding of exercise testing as a prognostic tool.11 The assessment of prognosis was previously difficult because of the need for assembling and electronically characterizing large cohorts and the need for long periods of follow-up. Several groups have successfully overcome this hurdle and have shown that measures other than those directly related to myocardial ischemia are strong predictors of mortality in cardiovascular risk (see Table 2 for descriptions and abnormal values).19,20,28–32 Furthermore, although exercise testing is traditionally thought of as an appropriate modality for evaluating patients with symptoms suggestive of coronary disease,12–14 clinical and population-based analyses have suggested that once risk factors and exercise test findings are accounted for, the presence or absence of symptoms is a relatively weak predictor of risk.33,34

    Functional Capacity

    Perhaps the most important marker of risk yielded by the exercise test is the measure of functional capacity. Ideally, functional capacity would be measured via either direct measurement of oxygen consumption or work production as a function of oxygen consumption. In routine exercise testing, however, this is simply not practical. Despite the discrepancies between estimated exercise capacity and directly measured exercise capacity, estimations of exercise capacity have been shown to be reasonably accurate35 and predictive of risk.36

    Several population-based studies have looked at the ability of functional capacity to predict mortality and cardiovascular risk in asymptomatic subjects.28–31,37–39 Essentially without exception, all have shown that impaired functional capacity predicts increased risk over and above demographics and standard risk factors. In fact, in a large Cooper Institute study involving >20 000 men, it was noted that the apparent association between obesity and increased risk could be explained almost entirely by the association of obesity with impaired functional capacity.28 Recently, 2 large population-based studies (St James Heart Study and Lipid Research Clinics Prevalence Study) found that exercise capacity is a strong predictor of risk in women.30,31 Both population-based (Framingham Heart Study) and clinically based (Cleveland Clinic Preventive Medicine Program) studies of asymptomatic subjects have shown that exercise capacity predicts risk over and above the Framingham40 and European20 Risk Scores.

    HR and Rhythm

    Chronotropic Incompetence

    Chronotropic incompetence refers to the inability of HR to increase appropriately during exercise. There are a number of ways of assessing chronotropic incompetence, including simply noting the peak HR, noting what proportion of age-predicted maximal HR is achieved, and noting what proportion of HR reserve is used at peak exercise (see Table for details). All 3 of these measures have been shown to be of prognostic value,11,32 although a large recent report in a clinical population suggests that the proportion of HR reserve used at peak exercise is most strongly correlated with risk.41

    The increase in HR during exercise is a reflection of decreased parasympathetic tone and increased sympathetic tone. An important study of normal subjects and subjects with varying degrees of heart failure demonstrated that chronotropic incompetence in cardiac disease may be caused by decreased sympathetic sensitivity of the sinus node.42 As with functional capacity, population-based studies of asymptomatic subjects have demonstrated that people with an impaired chronotropic response have higher rates of death and higher rates of major cardiac events,32 even after accounting for the Framingham Risk Score.40

    HR Recovery

    HR recovery refers to the decline of HR after exercise. In normal asymptomatic subjects and in athletes, there is a rapid fall in HR during the first 30 seconds after exercise, followed by a shallower fall.43 This rapid decline in HR can be prevented by administration of atropine, which suggests that the decrease in HR early after exercise is a manifestation of vagal reactivation.43

    Because of the strong relationship between vagal tone and cardiac risk, investigators studying clinical populations suspected and confirmed that attenuated HR recovery, as a reflection of impaired vagal tone, would be predictive of an increased risk of death.37,38,44,45 Recently, HR recovery has been evaluated in several cohorts of asymptomatic subjects or subjects undergoing stress testing as part of a population-based epidemiological study; HR recovery was found to have prognostic value in these subjects as well,20,30,37,38,46 and this association persisted even after accounting for the Framingham and European Risk Scores.20 An important uncertainty, however, is whether ;-blockers affect the ability of HR recovery to predict risk. Studies that focused solely on asymptomatic subjects had few patients taking ;-blockers.20,37

    Ventricular Ectopy

    The occurrence of ventricular ectopy during and after exercise may also be a reflection of electrical instability and altered autonomic tone. A recent report on a population-based study of asymptomatic French civil servants has demonstrated that frequent ventricular ectopy during and after exercise was associated with an increased risk of death47,48; however, the prevalence of frequent ventricular ectopy was very low. In a study of a primarily clinical population, ventricular ectopy during recovery after exercise was a stronger predictor of risk than was ventricular ectopy during exercise49; whether this also applies to asymptomatic subjects is unclear. A major problem with the literature on ventricular ectopy during exercise testing is the failure to record the entire exercise test, as recording the entire test would allow for a fully objective count and description of ectopic beats.

    Conclusions and Need for Future Research

    Although current data suggest that in patients who have an estimated intermediate risk of developing disease there may be value in additional noninvasive screening tests, including exercise testing,3 we agree with the recent recommendations of the US Preventive Services Task Force9 that there is insufficient evidence at this time to recommend exercise testing as a routine screening modality in asymptomatic adults. Although nonelectrocardiographic measures, including functional capacity,28,29,31 chronotropic response,32 HR recovery,37 and ventricular ectopy,48 have been shown topredict adverse events in asymptomatic subjects, and although exercise testing measures have been shown to improve the prediction of coronary heart disease events over and above the Framingham Risk Score,40 there is no evidence that gaining this knowledge improves outcomes. It is not known whether some of the nonischemic measures, such as HR recovery and ventricular ectopy, are modifiable in a clinically meaningful way. It is not even known whether pursuing more intensive risk factor modification or obtaining imaging data in this clinical setting produces real clinical benefits for individual patients.

    Given the strong evidence linking exercise test findings with risk in asymptomatic subjects, we believe that the next major priority is the design and implementation of large-scale randomized trials to determine whether an exercise screening strategy leads to an improvement in outcomes. These trials would provide much-needed evidence about the cost-effectiveness of exercise testing as well as its clinical value in asymptomatic women, older adults, and members of minority groups. Because of the current data showing that exercise testing provides maximal prognostic information in people with preexisting risk markers,20,39 it might be reasonable to target trials accordingly. Trials also would provide a context for other research—for example, an examination of the genetic links between exercise capacity and cardiovascular risk. Recently reported animal model work has shown that rats with genetically bred poor exercise capacity have abnormalities of mitochondrial function that may contribute to atherosclerotic risk.50

    Although the prognostic capability of screening exercise testing is established, its clinical value for improving long-term outcome is not, as is well documented by the US Preventive Services Task Force.9 Discussion and policy about screening techniques like exercise testing should engender controversy, given the absence of randomized trials demonstrating improved clinical outcomes with their application.6,51

    Acknowledgments

    Writing Group Disclosures

    Reviewer Disclosures

    Footnotes

    The American Heart Association makes every effort to avoid any actual or potential conflicts of interest that may arise as a result of an outside relationship or a personal, professional, or business interest of a member of the writing panel. Specifically, all members of the writing group are required to complete and submit a Disclosure Questionnaire showing all such relationships that might be perceived as real or potential conflicts of interest.

    This statement was approved by the American Heart Association Science Advisory and Coordinating Committee on April 22, 2005. A single reprint is available by calling 800-242-8721 (US only) or writing the American Heart Association, Public Information, 7272 Greenville Ave, Dallas, TX 75231-4596. Ask for reprint No. 71-0326. To purchase additional reprints: up to 999 copies, call 800-611-6083 (US only) or fax 413-665-2671; 1000 or more copies, call 410-528-4121, fax 410-528-4264, or e-mail kgray@lww.com. To make photocopies for personal or educational use, call the Copyright Clearance Center, 978-750-8400.

    Expert peer review of AHA Scientific Statements is conducted at the AHA National Center. For more on AHA statements and guidelines development, visit http://www.americanheart.org/presenter.jhtml;identifier=3023366.

    References

    Pasternak RC, Abrams J, Greenland P, Smaha LA, Wilson PW, Houston-Miller N. 34th Bethesda Conference: task force #1—Identification of coronary heart disease risk: is there a detection gap; J Am Coll Cardiol. 2003; 41: 1863–1874.

    Murray CJ, Lopez AD. Alternative projections of mortality and disability by cause 1990–2020: Global Burden of Disease Study. Lancet. 1997; 349: 1498–1504.

    Greenland P, Smith SC Jr, Grundy SM. Improving coronary heart disease risk assessment in asymptomatic people: role of traditional risk factors and noninvasive cardiovascular tests. Circulation. 2001; 104: 1863–1867.

    Patz EF Jr, Goodman PC, Bepler G. Screening for lung cancer. N Engl J Med. 2000; 343: 1627–1633.

    Yamamoto K, Ohta S, Ito E, Hayashi Y, Asami T, Mabuchi O, Higashigawa M, Tanimura M. Marginal decrease in mortality and marked increase in incidence as a result of neuroblastoma screening at 6 months of age: cohort study in seven prefectures in Japan. J Clin Oncol. 2002; 20: 1209–1214.

    O’Rourke RA, Brundage BH, Froelicher VF, Greenland P, Grundy SM, Hachamovitch R, Pohost GM, Shaw LJ, Weintraub WS, Winters WL Jr, Forrester JS, Douglas PS, Faxon DP, Fisher JD, Gregoratos G, Hochman JS, Hutter AM Jr, Kaul S, Wolk MJ. American College of Cardiology/American Heart Association Expert Consensus document on electron-beam computed tomography for the diagnosis and prognosis of coronary artery disease. Circulation. 2000; 102: 126–140.

    Lee TH, Brennan TA. Direct-to-consumer marketing of high-technology screening tests. N Engl J Med. 2002; 346: 529–531.

    Froelicher VF, Lehmann KG, Thomas R, Goldman S, Morrison D, Edson R, Lavori P, Myers J, Dennis C, Shabetai R, Do D, Froning J. The electrocardiographic exercise test in a population with reduced workup bias: diagnostic performance, computerized interpretation, and multivariable prediction. Veterans Affairs Cooperative Study in Health Services #016 (QUEXTA) Study Group. Quantitative Exercise Testing and Angiography. Ann Intern Med. 1998; 128: 965–974.

    Fowler-Brown A, Pignone M, Pletcher M, Tice JA, Sutton SF, Lohr KN; U.S. Preventive Task Force. Exercise tolerance testing to screen for coronary heart disease: a systematic review for the technical support for the U.S. Preventive Services Task Force. Ann Intern Med. 2004; 140: W9–W24.

    Okin PM, Kligfield P. Heart rate adjustment of ST segment depression and performance of the exercise electrocardiogram: a critical evaluation. J Am Coll Cardiol. 1995; 25: 1726–1735.

    Lauer MS. Exercise electrocardiogram testing and prognosis: novel markers and predictive instruments. Cardiol Clin. 2001; 19: 401–414.

    Gibbons RJ, Balady GJ, Bricker JT, Chaitman BR, Fletcher GF, Froelicher VF, Mark DB, McCallister BD, Mooss AN, O’Reilly MG, Winters WL Jr, Antman EM, Alpert JS, Faxon DP, Fuster V, Gregoratos G, Hiratzka LF, Jacobs AK, Russell RO, Smith SC Jr; American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to Update the 1997 Exercise Testing Guidelines). 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). Circulation. 2002; 106: 1883–1892.

    Williams SV, Fihn SD, Gibbons RJ; American College of Cardiology; American Heart Association; American College of Physicians–American Society of Internal Medicine. Guidelines for the management of patients with chronic stable angina: diagnosis and risk stratification. Ann Intern Med. 2001; 135: 530–547.

    Gibbons RJ, Balady GJ, Beasley JW, Bricker JT, Duvernoy WF, Froelicher VF, Mark DB, Marwick TH, McCallister BD, Thompson PD Jr, Winters WL, Yanowitz FG, Ritchie JL, Cheitlin MD, Eagle KA, Gardner TJ, Garson A Jr, Lewis RP, O’Rourke RA, Ryan TJ. 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.

    Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults. Executive Summary of The Third Report of The National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, And Treatment of High Blood Cholesterol In Adults (Adult Treatment Panel III). JAMA. 2001; 285: 2486–2497.

    D’Agostino RB Sr, Grundy S, Sullivan LM, Wilson P. Validation of the Framingham coronary heart disease prediction scores: results of a multiple ethnic groups investigation. JAMA. 2001; 286: 180–187.

    Christian TF, Miller TD, Bailey KR, Gibbons RJ. Exercise tomographic thallium-201 imaging in patients with severe coronary artery disease and normal electrocardiograms. Ann Intern Med. 1994; 121: 825–832.

    Gianrossi R, Detrano R, Mulvihill D, Lehmann K, Dubach P, Colombo A, McArthur D, Froelicher V. Exercise-induced ST depression in the diagnosis of coronary artery disease: a meta-analysis. Circulation. 1989; 80: 87–98.

    Gibbons LW, Mitchell TL, Wei M, Blair SN, Cooper KH. Maximal exercise test as a predictor of risk for mortality from coronary heart disease in asymptomatic men. Am J Cardiol. 2000; 86: 53–58.

    Aktas MK, Ozduran V, Pothier CE, Lang R, Lauer MS. Global risk scores and exercise testing for predicting all-cause mortality in a preventive medicine program. JAMA. 2004; 292: 1462–1468.

    Okin PM, Prineas RJ, Grandits G, Rautaharju PM, Cohen JD, Crow RS, Kligfield P. Heart rate adjustment of exercise-induced ST-segment depression identifies men who benefit from a risk factor reduction program. Circulation. 1997; 96: 2899–2904.

    Okin PM, Kligfield P. Solid-angle theory and heart rate adjustment of ST-segment depression for the identification and quantification of coronary artery disease. Am Heart J. 1994; 127: 658–667.

    Okin PM, Bergman G, Kligfield P. Measurement variables for optimal performance of the ST integral. J Am Coll Cardiol. 1993; 22: 168–174.

    Miller TD, Hodge DO, Christian TF, Milavetz JJ, Bailey KR, Gibbons RJ. Effects of adjustment for referral bias on the sensitivity and specificity of single photon emission computed tomography for the diagnosis of coronary artery disease. Am J Med. 2002; 112: 290–297.

    Topol EJ, Nissen SE. Our preoccupation with coronary luminology: the dissociation between clinical and angiographic findings in ischemic heart disease. Circulation. 1995; 92: 2333–2342.

    Monnink SH, Tio RA, Veeger NJ, Amoroso G, van Boven AJ, van Gilst WH. Exercise-induced ischemia after successful percutaneous coronary intervention is related to distal coronary endothelial dysfunction. J Investig Med. 2003; 51: 221–226.

    Schindler TH, Nitzsche E, Magosaki N, Brink I, Mix M, Olschewski M, Solzbach U, Just H. Regional myocardial perfusion defects during exercise, as assessed by three dimensional integration of morphology and function, in relation to abnormal endothelium dependent vasoreactivity of the coronary microcirculation. Heart. 2003; 89: 517–526.

    Wei M, Kampert JB, Barlow CE, Nichaman MZ, Gibbons LW, Paffenbarger RS Jr, Blair SN. Relationship between low cardiorespiratory fitness and mortality in normal-weight, overweight, and obese men. JAMA. 1999; 282: 1547–1553.

    Ekelund LG, Haskell WL, Johnson JL, Whaley FS, Criqui MH, Sheps DS. Physical fitness as a predictor of cardiovascular mortality in asymptomatic North American men: the Lipid Research Clinics Mortality Follow-up Study. N Engl J Med. 1988; 319: 1379–1384.

    Mora S, Redberg RF, Cui Y, Whiteman MK, Flaws JA, Sharrett AR, Blumenthal RS. Ability of exercise testing to predict cardiovascular and all-cause death in asymptomatic women: a 20-year follow-up of the lipid research clinics prevalence study. JAMA. 2003; 290: 1600–1607.

    Gulati M, Pandey DK, Arnsdorf MF, Lauderdale DS, Thisted RA, Wicklund RH, Al-Hani AJ, Black HR. Exercise capacity and the risk of death in women: the St James Women Take Heart Project. Circulation. 2003; 108: 1554–1559.

    Lauer MS, Okin PM, Larson MG, Evans JC, Levy D. Impaired heart rate response to graded exercise: prognostic implications of chronotropic incompetence in the Framingham Heart Study. Circulation. 1996; 93: 1520–1526.

    Goraya TY, Jacobsen SJ, Pellikka PA, Miller TD, Khan A, Weston SA, Gersh BJ, Roger VL. Prognostic value of treadmill exercise testing in elderly persons. Ann Intern Med. 2000; 132: 862–870.

    Christopher Jones R, Pothier CE, Blackstone EH, Lauer MS. Prognostic importance of presenting symptoms in patients undergoing exercise testing for evaluation of known or suspected coronary disease. Am J Med. 2004; 117: 380–389.

    Foster C, Crowe AJ, Daines E, Dumit M, Green MA, Lettau S, Thompson NN, Weymier J. Predicting functional capacity during treadmill testing independent of exercise protocol. Med Sci Sports Exerc. 1996; 28: 752–756.

    Snader CE, Marwick TH, Pashkow FJ, Harvey SA, Thomas JD, Lauer MS. Importance of estimated functional capacity as a predictor of all-cause mortality among patients referred for exercise thallium single-photon emission computed tomography: report of 3,400 patients from a single center. J Am Coll Cardiol. 1997; 30: 641–648.

    Cole CR, Foody JM, Blackstone EH, Lauer MS. Heart rate recovery after submaximal exercise testing as a predictor of mortality in a cardiovascularly healthy cohort. Ann Intern Med. 2000; 132: 552–555.

    Nishime EO, Cole CR, Blackstone EH, Pashkow FJ, Lauer MS. Heart rate recovery and treadmill exercise score as predictors of mortality in patients referred for exercise ECG. JAMA. 2000; 284: 1392–1398.

    Erikssen G, Bodegard J, Bjornholt JV, Liestol K, Thelle DS, Erikssen J. Exercise testing of healthy men in a new perspective: from diagnosis to prognosis. Eur Heart J. 2004; 25: 978–986.

    Balady GJ, Larson MG, Vasan RS, Leip EP, O’Donnell CJ, Levy D. Usefulness of exercise testing in the prediction of coronary disease risk among asymptomatic persons as a function of the Framingham risk score. Circulation. 2004; 110: 1920–1925.

    Azarbal B, Hayes SW, Lewin HC, Hachamovitch R, Cohen I, Berman DS. The incremental prognostic value of percentage of heart rate reserve achieved over myocardial perfusion SPECT in the prediction of cardiac death and all-cause mortality: superiority over 85% of age-predicted maximum heart rate. J Am Coll Cardiol. 2004; 44: 423–430.

    Colucci WS, Ribeiro JP, Rocco MB, Quigg RJ, Creager MA, Marsh JD, Gauthier DF, Hartley LH. Impaired chronotropic response to exercise in patients with congestive heart failure: role of postsynaptic beta-adrenergic desensitization. Circulation. 1989; 80: 314–323.

    Imai K, Sato H, Hori M, Kusuoka H, Ozaki H, Yokoyama H, Takeda H, Inoue M, Kamada T. Vagally mediated heart rate recovery after exercise is accelerated in athletes but blunted in patients with chronic heart failure. J Am Coll Cardiol. 1994; 24: 1529–1535.

    Shetler K, Marcus R, Froelicher VF, Vora S, Kalisetti D, Prakash M, Do D, Myers J. Heart rate recovery: validation and methodologic issues. J Am Coll Cardiol. 2001; 38: 1980–1987.

    Cole CR, Blackstone EH, Pashkow FJ, Snader CE, Lauer MS. Heart-rate recovery immediately after exercise as a predictor of mortality. N Engl J Med. 1999; 341: 1351–1357.

    Morshedi-Meibodi A, Larson MG, Levy D, O’Donnell CJ, Vasan RS. Heart rate recovery after treadmill exercise testing and risk of cardiovascular disease events (The Framingham Heart Study). Am J Cardiol. 2002; 90: 848–852.

    Jouven XP, Empana JP, Ducimetiere P. Ventricular ectopy after exercise as a predictor of death. N Engl J Med. 2003; 348: 2357–2359.

    Jouven X, Zureik M, Desnos M, Courbon D, Ducimetiere P. Long-term outcome in asymptomatic men with exercise-induced premature ventricular depolarizations. N Engl J Med. 2000; 343: 826–833.

    Frolkis JP, Pothier CE, Blackstone EH, Lauer MS. Frequent ventricular ectopy after exercise as a predictor of death. N Engl J Med. 2003; 348: 781–790.

    Wisloff U, Najjar SM, Ellingsen O, Haram PM, Swoap S, Al-Share Q, Fernstrom M, Rezaei K, Lee SJ, Koch LG, Britton SL. Cardiovascular risk factors emerge after artificial selection for low aerobic capacity. Science. 2005; 307: 418–420.

    Fletcher GF, Balady GJ, Amsterdam EA, Chaitman B, Eckel R, Fleg J, Froelicher VF, Leon AS, Pina IL, Rodney R, Simons-Morton DA, Williams MA, Bazzarre T. Exercise standards for testing and training: a statement for healthcare professionals from the American Heart Association. Circulation. 2001; 104: 1694–1740.(Michael Lauer, MD, Chair;)