Prediction of long-term prognosis in 12 169 men referred for cardiac rehabilitation
Abstract
Background — Predicting the risk of cardiac and all-cause death in patients with established coronary heart disease is important in counseling the individual and designing risk-stratified rehabilitation and secondary prevention programs. Cox proportional hazards and Kaplan-Meier survival curves were thus completed on initial assessment data obtained from patients referred to an outpatient cardiac rehabilitation center. Methods and Results — A single-center prospective observational design took peak cardiorespiratory exercise test data for 12 169 male rehabilitation candidates aged 55.0±9.6 years (7096 myocardial infarctions [MIs], 3077 coronary artery bypass grafts [CABGs], and 1996 documented cases of ischemic heart disease [IHD]). A follow-up of 4 to 29 years (median, 7.9) yielded 107 698 man-years of experience. Entry data were tested for associations with time to cardiac and all-cause death. We recorded 1336 cardiac deaths (953 MI, 225 CABG, and 158 IHD) and 2352 all-cause deaths. A powerful predictor of cardiac and all-cause mortality was measured peak oxygen intake (V̇ o 2peak ). For the overall sample, values of <15, 15 to 22, and >22 mL/kg per minute yielded respective multivariate adjusted hazard ratios of 1.00, 0.62, and 0.39 for cardiac and 1.00, 0.66, and 0.45 for all-cause deaths. For the separate diagnostic categories, apart from V̇ o 2peak , the only other significant predictors of cardiac death common to all 3 were smoking and digoxin, and for all-cause death, age, smoking, digoxin, and diabetes. Conclusions — Exercise capacity, as determined by direct measurement of V̇ o 2peak , exerts a major long-term influence on prognosis in men after MI, CABG, or IHD and can play a valuable role in risk stratification and counseling.
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Cardiorespiratory fitness is one of the strongest prognostic markers in persons with and without chronic disease, including cardiovascular disease.
“Numerous studies now suggest that CRF is one of the strongest prognostic markers in persons with and without chronic disease, including CVD [13] , [14] , [15] , [16] .”
From Physical activity, cardiorespiratory fitness, and cardiovascular health: A clinical practice statement of the American Society for Preventive Cardiology Part II: Physical activity, cardiorespiratory fitness, minimum and goal intensities for exercise training, prescriptive methods, and special patient populations (2022) · cites this paper as [14]
Observational studies have shown that even a 1 mL/kg/min increase in peak oxygen uptake has been associated with a substantial impact on survival and incidence of fatal and non-fatal coronary heart disease.
“Observational studies have shown that even a 1 mL/kg/min increase in peak oxygen uptake has been associated with a substantial impact on survival23 38 39 40 and incidence of fatal and non-fatal coronary heart disease.41”
From Effect of exercise training for five years on all cause mortality in older adults—the Generation 100 study: randomised controlled trial (2020) · cites this paper as [39]
In large populations of male and female cardiovascular patients, cardiovascular fitness (METs) has an inverse dose-response relationship with all-cause mortality, irrespective of beta-blocker use.
“recent data confirm the existence of an inverse dose-response relationship between cardiovascular fitness (evaluated by treadmill stress testing and expressed in METs) and all-cause mortality in large populations of both male and female cardiovascular patients”
From European Guidelines on cardiovascular disease prevention in clinical practice (version 2012) (2012) · cites this paper as [334]
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Cites
Hanley, J. A., & McNeil, B. J. (1983) · Radiology · doi:10.1148/radiology.148.3.6878708 · Cited by 7,016 · see citing works
Exercise capacity and mortality among men referred for exercise testing
Myers, J., Prakash, M., Froelicher, V., Do, D., Partington, S., & Atwood, J. E. (2002) · New England Journal of Medicine · doi:10.1056/nejmoa011858 · Cited by 4,114 · see citing works
Physical Fitness and All-Cause Mortality: A Prospective Study of Healthy Men and Women
Blair, S. N. (1989) · JAMA · doi:10.1001/jama.1989.03430170057028 · Cited by 2,658 · see citing works
Blair, S. N. (1995) · JAMA · doi:10.1001/jama.273.14.1093 · Cited by 2,088 · see citing works
Fletcher, G. F., Balady, G. J., Amsterdam, E. A., Chaitman, B., Eckel, R., Fleg, J., Froelicher, V. F., Leon, A. S., Piña, I. L., Rodney, R., et al. (2001) · Circulation · doi:10.1161/hc3901.095960 · Cited by 1,923 · see citing works
MANCINI, D. M., Eisen, H. J., Kussmaul, W. G., Mull, R., Edmunds, L. H., & Wilson, J. R. (1991) · Circulation · doi:10.1161/01.cir.83.3.778 · Cited by 1,879 · see citing works
Guidelines for Exercise Testing and Prescription
Sharp, N. C. C. (1993) · British Journal of Sports Medicine · doi:10.1136/bjsm.27.2.138-a · Cited by 1,190 · see citing works
Cardiovascular Disease in Women
Mosca, L. J., Manson, J. E., Sutherland, S. E., Langer, R. D., Manolio, T. A., & Barrett-Connor, E. L. (1997) · Circulation · doi:10.1161/01.cir.96.7.2468 · Cited by 731 · see citing works
Selection and Treatment of Candidates for Heart Transplantation
Costanzo, M. R., Augustine, S., Bourge, R. C., Bristow, M. R., OʼConnell, J. B., Driscoll, D., & Rose, E. A. (1995) · Circulation · doi:10.1161/01.cir.92.12.3593 · Cited by 436 · see citing works
Weiner, D. A., Ryan, T. J., McCabe, C. H., CHAITMAN, B. R., Sheffield, L. T., Ferguson, J. C., Fisher, L. D., & Tristani, F. E. (1984) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(84)80254-5 · Cited by 385 · see citing works
Guidelines for Cardiac Rehabilitation and Secondary Prevention Programs
Lalonde, F. (2012) · The Journal of the American Osteopathic Association · doi:10.7556/jaoa.2012.112.11.753 · Cited by 349 · see citing works
Cardiorespiratory responses to exercise training after orthotopic cardiac transplantation.
Kavanagh, T., Yacoub, M. H., Mertens, D. J., Kennedy, J., Campbell, R. B., & Sawyer, P. (1988) · Circulation · doi:10.1161/01.cir.77.1.162 · Cited by 282 · see citing works
Self-citationTask force 3: Recipient guidelines/prioritization
Mudge, G. H., Goldstein, S., Addonizio, L. J., Caplan, A. L., MANCINI, D. M., Levine, T. B., Ritsch, M. E., & Stevenson, L. W. (1993) · Journal of the American College of Cardiology · doi:10.1016/0735-1097(93)90812-f · Cited by 279 · see citing works
The prognostic value of exercise capacity: A review of the literature
Morris, C. K., Ueshima, K., Kawaguchi, T., Hideg, A., & Froelicher, V. F. (1991) · American Heart Journal · doi:10.1016/0002-8703(91)90586-7 · Cited by 237 · see citing works
Accurate prediction of &OV0312;O2max in cycle ergometry
Storer, T. W., DAVIS, J. A., & Caiozzo, V. J. (1990) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199010000-00024 · Cited by 219 · see citing works
Chomsky, D. B., Lang, C. C., Rayos, G. H., Shyr, Y., Yeoh, T.-K., Pierson, R. N., Davis, S. F., & Wilson, J. R. (1996) · Circulation · doi:10.1161/01.cir.94.12.3176 · Cited by 202 · see citing works
Prognostic significance of peak exercise capacity in patients with coronary artery disease
Vanhees, L., Fagard, R., Thijs, L., Staessen, J. A., & Amery, A. A. (1994) · Journal of the American College of Cardiology · doi:10.1016/0735-1097(94)90420-0 · Cited by 202 · see citing works
Dorn, J. M., Naughton, J., Imamura, D., & Trevisan, M. (1999) · Circulation · doi:10.1161/01.cir.100.17.1764 · Cited by 188 · see citing works
Schatzkin, A. G., Cupples, L. A., Heeren, T., Morelock, S., & Kannel, W. B. (1984) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a113960 · Cited by 178 · see citing works
Krone, R. J., Gillespie, J. A., Weld, F. M., et al. (1985) · Circulation · doi:10.1161/01.cir.71.1.80 · Cited by 175 · see citing works
American Association of Cardiovascular and Pulmonary Rehabilitation
Wilson, P. K. (1985) · Journal of Cardiopulmonary Rehabilitation · doi:10.1097/00008483-198507000-00001 · Cited by 160 · see citing works
Waters, D. D., Bosch, X., Bouchard, A., et al. (1985) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(85)80077-2 · Cited by 112 · see citing works
MYERS, J. N., & Gullestad, L. L. (1998) · PubMed · Cited by 87 · see citing works
Essentials of Cardiopulmonary Exercise Testing
MYERS, J. N. (1996) · Medical Entomology and Zoology · Cited by 77 · see citing works
Prognostic and predictive value of exertional hypotension in suspected coronary heart disease
Hammermeister, K. E., DeRouen, T. A., Dodge, H. T., et al. (1983) · The American Journal of Cardiology · doi:10.1016/0002-9149(83)90296-5 · Cited by 77 · see citing works
Target Heart Failure Populations for Newer Therapies
Stevenson, L. W., Couper, G., Natterson-Horowitz, B., Fonarow, G. C., Hamilton, M. A., Woo, M. A., & Creaser, J. W. (1995) · Circulation · doi:10.1161/01.cir.92.9.174 · Cited by 71 · see citing works
Factors related to sudden death in acute ischaemic heart disease. A community study in Helsinki.
Romo, M. (1972) · PubMed · Cited by 61 · see citing works
Prediction of atherosclerotic cardiovascular death in men using a prognostic score
Froelicher, V. F., Morrow, K. L., Brown, M. D., et al. (1994) · The American Journal of Cardiology · doi:10.1016/0002-9149(94)90203-8 · Cited by 45 · see citing works
The Toronto Cardiac Rehabilitation and Secondary Prevention Program: 1968 Into the New Millennium
Hamm, L. F., & Kavanagh, T. (2000) · Journal of Cardiopulmonary Rehabilitation · doi:10.1097/00008483-200001000-00003 · Cited by 37 · see citing works
Self-citationMadsen, E. B., & Gilpin, E. A. (1983) · International Journal of Cardiology · doi:10.1016/0167-5273(83)90210-3 · Cited by 24 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Statistics Canada. Life expectancy at birth. Health Rep. 1999;11:9 -25.
Cited by
Sorted by citations
European Guidelines on cardiovascular disease prevention in clinical practice (version 2012)
Authors/Task Force Members:, Perk, J., De Backer, G., Gohlke, H., Graham, I., Reiner, Ž., Verschuren, M., Albus, C., Benlian, P., Boysen, G., et al. (2012) · European Heart Journal · doi:10.1093/eurheartj/ehs092 · Cited by 8,490 · see citing works
Fletcher, G. F., Ades, P. A., Kligfield, P., Arena, R., Balady, G. J., Bittner, V. A., Coke, L. A., Fleg, J. L., Forman, D. E., Gerber, T. C., et al. (2013) · Circulation · doi:10.1161/cir.0b013e31829b5b44 · Cited by 2,235 · see citing works
Wisløff, U., Støylen, A., Loennechen, J. P., Bruvold, M., Rognmo, Ø., Haram, P. M., Tjønna, A. E., Helgerud, J., Slørdahl, S. A., Lee, S. J., et al. (2007) · Circulation · doi:10.1161/circulationaha.106.675041 · Cited by 1,996 · see citing works
Balady, G. J., Arena, R., Sietsema, K., Myers, J., Coke, L., Fletcher, G. F., Forman, D., Franklin, B., Guazzi, M., Gulati, M., et al. (2010) · Circulation · doi:10.1161/cir.0b013e3181e52e69 · Cited by 1,964 · see citing works
Smith, S. C., Benjamin, E. J., Bonow, R. O., Braun, L. T., Creager, M. A., Franklin, B. A., Gibbons, R. J., Grundy, S. M., Hiratzka, L. F., Jones, D. W., et al. (2011) · Circulation · doi:10.1161/cir.0b013e318235eb4d · Cited by 1,759 · see citing works
Role of Mitochondrial Dysfunction in Insulin Resistance
Kim, J.-A., Wei, Y., & Sowers, J. R. (2008) · Circulation Research · doi:10.1161/circresaha.107.165472 · Cited by 1,103 · see citing works
Gomez-Cabrera, M.-C., Domenech, E., Romagnoli, M., Arduini, A., Borras, C., Pallardo, F. V., Sastre, J., & Viña, J. (2008) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/87.1.142 · Cited by 844 · see citing works
Arena, R., Myers, J., Williams, M. A., Gulati, M., Kligfield, P., Balady, G. J., Collins, E., & Fletcher, G. (2007) · Circulation · doi:10.1161/circulationaha.106.184461 · Cited by 727 · see citing works
Cardiovascular risk factors emerge after artificial selection for low aerobic capacity.
Wisløff, U., Najjar, S. M., Ellingsen, Ø., Haram, P. M., Swoap, S., Al-Share, Q., Fernström, M., Rezaei, K., Lee, S. J., Koch, L. G., et al. (2005) · Science · doi:10.1126/science.1108177 · Cited by 657 · see citing works
Mezzani, A., Hamm, L. F., Jones, A. M., McBride, P. E., Moholdt, T., Stone, J. A., Urhausen, A., & Williams, M. A. (2013) · European Journal of Preventive Cardiology · doi:10.1177/2047487312460484 · Cited by 550 · see citing works
Self-citationRognmo, Ø., Moholdt, T., Bakken, H., Hole, T., Mølstad, P., Myhr, N. E., Grimsmo, J., & Wisløff, U. (2012) · Circulation · doi:10.1161/circulationaha.112.123117 · Cited by 511 · see citing works
Peak oxygen intake and cardiac mortality in women referred for cardiac rehabilitation
Kavanagh, T., Mertens, D. J., Hamm, L. F., Beyene, J., Kennedy, J., Corey, P., & Shephard, R. J. (2003) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2003.07.028 · Cited by 380 · see citing works
Self-citationEffect of Calorie Restriction with or without Exercise on Body Composition and Fat Distribution
Redman, L. M., Heilbronn, L. K., Martin, C. K., Alfonso, A., Smith, S. R., Ravussin, E., & for the Pennington CALERIE Team (2007) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2006-2184 · Cited by 293 · see citing works
Maddison, R., Pfaeffli, L., Whittaker, R., Stewart, R., Kerr, A., Jiang, Y., Kira, G., Leung, W., Dalleck, L., Carter, K., et al. (2015) · European Journal of Preventive Cardiology · doi:10.1177/2047487314535076 · Cited by 268 · see citing works
Cardiovascular fitness and mortality after contemporary cardiac rehabilitation
Martin, B.-J., Arena, R., Haykowsky, M., Hauer, T., Austford, L. D., Knudtson, M., Aggarwal, S., & Stone, J. A. (2013) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2013.02.013 · Cited by 231 · see citing works
Marzolini, S., Oh, P. I., & Brooks, D. (2012) · European Journal of Preventive Cardiology · doi:10.1177/1741826710393197 · Cited by 199 · see citing works
Beatty, A. L., Schiller, N. B., & Whooley, M. A. (2012) · Archives of Internal Medicine · doi:10.1001/archinternmed.2012.2198 · Cited by 174 · see citing works
Tjønna, A. E., Leinan, I. M., Bartnes, A. T., Jenssen, B. M., Gibala, M. J., Winett, R. A., & Wisløff, U. (2013) · PLoS ONE · doi:10.1371/journal.pone.0065382 · Cited by 167 · see citing works
Stensvold, D., Viken, H., Steinshamn, S. L., Dalen, H., Støylen, A., Loennechen, J. P., Reitlo, L. S., Zisko, N., Bækkerud, F. H., Tari, A. R., et al. (2020) · BMJ · doi:10.1136/bmj.m3485 · Cited by 154 · see citing works
Taylor, J. L., Holland, D. J., Keating, S. E., Leveritt, M. D., Gomersall, S. R., Rowlands, A. V., Bailey, T. G., & Coombes, J. S. (2020) · JAMA Cardiology · doi:10.1001/jamacardio.2020.3511 · Cited by 148 · see citing works
High intensity training in obesity: a Meta-analysis
Türk, Y., Theel, W., Kasteleyn, M. J., Franssen, F. M. E., Hiemstra, P. S., Rudolphus, A., Taube, C., & Braunstahl, G. J. (2017) · Obesity Science & Practice · doi:10.1002/osp4.109 · Cited by 142 · see citing works
Squires, R. W., Kaminsky, L. A., Porcari, J. P., Ruff, J. E., Savage, P. D., & Williams, M. A. (2018) · Journal of Cardiopulmonary Rehabilitation and Prevention · doi:10.1097/hcr.0000000000000337 · Cited by 125 · see citing works
Franklin, B. A., Eijsvogels, T. M. H., Pandey, A., Quindry, J., & Toth, P. P. (2022) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2022.100425 · Cited by 121 · see citing works
Prince, S. A., Blanchard, C. M., Grace, S. L., & Reid, R. D. (2016) · European Journal of Preventive Cardiology · doi:10.1177/2047487315617101 · Cited by 83 · see citing works
Stensvold, D., Viken, H., Rognmo, Ø., Skogvoll, E., Steinshamn, S., Vatten, L. J., Coombes, J. S., Anderssen, S. A., Magnussen, J., Ingebrigtsen, J. E., et al. (2015) · BMJ Open · doi:10.1136/bmjopen-2014-007519 · Cited by 70 · see citing works
Nikseresht, M., Hafezi Ahmadi, M. R., & Hedayati, M. (2016) · Applied Physiology Nutrition and Metabolism · doi:10.1139/apnm-2015-0693 · Cited by 61 · see citing works
Armstrong, M. J., Sigal, R. J., Arena, R., Hauer, T. L., Austford, L. D., Aggarwal, S., Stone, J. A., & Martin, B.-J. (2015) · Diabetologia · doi:10.1007/s00125-015-3491-1 · Cited by 60 · see citing works
Cornelissen, V., Defoor, J., Stevens, A., Schepers, D., Hespel, P., Decramer, M., Mortelmans, L., Dobbels, F., Vanhaecke, J., Fagard, R., et al. (2010) · Clinical Rehabilitation · doi:10.1177/0269215510367995 · Cited by 51 · see citing works
Patients with Diabetes in Cardiac Rehabilitation: Attendance and Exercise Capacity
ARMSTRONG, M. J., MARTIN, B.-J., ARENA, R., HAUER, T. L., AUSTFORD, L. D., STONE, J. A., AGGARWAL, S., & SIGAL, R. J. (2014) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000189 · Cited by 41 · see citing works
The Sustainability of Exercise Capacity Changes in Home Versus Center-Based Cardiac Rehabilitation
Ramadi, A., Haennel, R. G., Stone, J. A., Arena, R., Threlfall, T. G., Hitt, E., Aggarwal, S. G., Haykowsky, M., & Martin, B.-J. (2015) · Journal of Cardiopulmonary Rehabilitation and Prevention · doi:10.1097/hcr.0000000000000084 · Cited by 26 · see citing works
- Authors
- Kavanagh, T., Mertens, D. J., Hamm, L. F., Beyene, J., Kennedy, J., Corey, P., & Shephard, R. J.
- Affiliations
- University of Toronto (CA)
- Venue
- Circulation
- Published
- 2002-08-06
- Volume
- 106
- Issue
- 6
- Pages
- 666-671
- ISSN
- 0009-7322 (ISSN-L)
- 1524-4539
- OpenAlex
- W2171806229
- Cited by
- 648
- References
- 30
- Citations by year
- 2026: 15 · 2025: 18 · 2024: 31 · 2023: 28 · 2022: 30 · 2021: 26 · 2020: 27 · 2019: 24 · 2018: 22 · 2017: 46 · 2016: 39 · 2015: 32 · 2014: 25 · 2013: 39 · 2012: 45
- FWCI
- 9.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Circulation (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac Health and Mental Health
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Keywords
- cardiac rehabilitation, long-term prognosis, mortality prediction, exercise capacity, coronary artery disease, myocardial infarction, coronary artery bypass grafting, ischemic heart disease, risk stratification, smoking, digoxin, diabetes mellitus, men
- MeSH terms
- Coronary Artery Bypass, Coronary Disease, Exercise Test, Follow-Up Studies, Humans, Male, Middle Aged, Myocardial Infarction, Prognosis, Prospective Studies, Survival Rate, Proportional Hazards Models, Myocardial Ischemia
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