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Circulation. 1996;94:2850-2855

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(Circulation. 1996;94:2850-2855.)
© 1996 American Heart Association, Inc.


Articles

Impact of Reduced Heart Rate Variability on Risk for Cardiac Events

The Framingham Heart Study

Hisako Tsuji, MD; Martin G. Larson, ScD; Ferdinand J. Venditti, Jr, MD; Emily S. Manders, BS; Jane C. Evans, MPH; Charles L. Feldman, ScD; Daniel Levy, MD

Kansai Medical University (H.T.), Osaka, Japan; Lahey Clinic Medical Center (F.J.V.), Burlington, Mass; Framingham Heart Study (H.T., M.G.L., E.S.M., J.C.E., D.L.), Framingham, Mass; National Heart, Lung, and Blood Institute (D.L.), Bethesda, Md; Brigham and Women's Hospital (C.L.F.), Boston, Mass; the Divisions of Cardiology and Clinical Epidemiology of Beth Israel Hospital (D.L.), Boston, Mass; and the Divisions of Epidemiology and Preventive Medicine of Boston University School of Medicine (D.L.), Boston, Mass.

Correspondence to Daniel Levy, MD, Framingham Heart Study, 5 Thurber St, Framingham, MA 01701.

Background Although heart rate variability (HRV) is altered in a variety of pathological conditions, the association of reduced HRV with risk for new cardiac events has not been studied in a large community-based population.

Methods and Results The first 2 hours of ambulatory ECG recordings obtained on subjects of the Framingham Heart Study who were free of clinically apparent coronary heart disease or congestive heart failure were reprocessed to assess HRV. Five frequency-domain measures and three time-domain measures were obtained. The associations between HRV measures and the incidence of new cardiac events (angina pectoris, myocardial infarction, coronary heart disease death, or congestive heart failure) were assessed with proportional hazards regression analyses. There were 2501 eligible subjects with a mean age of 53 years. During a mean follow-up of 3.5 years, cardiac events occurred in 58 subjects. After adjustment for age, sex, cigarette smoking, diabetes, left ventricular hypertrophy, and other relevant risk factors, all HRV measures except the ratio of low-frequency to high-frequency power were significantly associated with risk for a cardiac event (P=.0016 to .0496). A one–standard deviation decrement in the standard deviation of total normal RR intervals (natural log transformed) was associated with a hazard ratio of 1.47 for new cardiac events (95% confidence interval of 1.16 to 1.86).

Conclusions The estimation of HRV by ambulatory monitoring offers prognostic information beyond that provided by the evaluation of traditional cardiovascular disease risk factors.


Key Words: heart rate • electrocardiography • prognosis • epidemiology




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C. S. Fox, L. Sullivan, R. B. D'Agostino Sr, and P. W.F. Wilson
The Significant Effect of Diabetes Duration on Coronary Heart Disease Mortality: The Framingham Heart Study
Diabetes Care, March 1, 2004; 27(3): 704 - 708.
[Abstract] [Full Text] [PDF]


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Br. J. Sports. Med.Home page
R J Winsley, N Armstrong, K Bywater, and S G Fawkner
Reliability of heart rate variability measures at rest and during light exercise in children
Br. J. Sports Med., December 1, 2003; 37(6): 550 - 552.
[Abstract] [Full Text] [PDF]


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Eur Heart JHome page
R. Krittayaphong, G. Veerakul, K. Nademanee, and C. Kangkagate
Heart rate variability in patients with Brugada syndrome in Thailand
Eur. Heart J., October 1, 2003; 24(19): 1771 - 1778.
[Abstract] [Full Text] [PDF]


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J. Appl. Physiol.Home page
K.-i. Iwasaki, R. Zhang, J. H. Zuckerman, and B. D. Levine
Dose-response relationship of the cardiovascular adaptation to endurance training in healthy adults: how much training for what benefit?
J Appl Physiol, October 1, 2003; 95(4): 1575 - 1583.
[Abstract] [Full Text] [PDF]


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Am J EpidemiolHome page
N. Hakansson, P. Gustavsson, A. Sastre, and B. Floderus
Occupational Exposure to Extremely Low Frequency Magnetic Fields and Mortality from Cardiovascular Disease
Am. J. Epidemiol., September 15, 2003; 158(6): 534 - 542.
[Abstract] [Full Text] [PDF]


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Psychosom. Med.Home page
R. Virtanen, A. Jula, J. K. Salminen, L.-M. Voipio-Pulkki, H. Helenius, T. Kuusela, and J. Airaksinen
Anxiety and Hostility Are Associated With Reduced Baroreflex Sensitivity and Increased Beat-to-Beat Blood Pressure Variability
Psychosom Med, September 1, 2003; 65(5): 751 - 756.
[Abstract] [Full Text] [PDF]


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Am J EpidemiolHome page
K. L. Rennie, H. Hemingway, M. Kumari, E. Brunner, M. Malik, and M. Marmot
Effects of Moderate and Vigorous Physical Activity on Heart Rate Variability in a British Study of Civil Servants
Am. J. Epidemiol., July 15, 2003; 158(2): 135 - 143.
[Abstract] [Full Text] [PDF]


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CirculationHome page
M. R. Carnethon, S. H. Golden, A. R. Folsom, W. Haskell, and D. Liao
Prospective Investigation of Autonomic Nervous System Function and the Development of Type 2 Diabetes: The Atherosclerosis Risk In Communities Study, 1987-1998
Circulation, May 6, 2003; 107(17): 2190 - 2195.
[Abstract] [Full Text] [PDF]


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Eur Respir JHome page
R.B. Devlin, A.J. Ghio, H. Kehrl, G. Sanders, and W. Cascio
Elderly humans exposed to concentrated air pollution particles have decreased heart rate variability
Eur. Respir. J., May 1, 2003; 21(40_suppl): 76S - 80s.
[Abstract] [Full Text] [PDF]


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CirculationHome page
E. G. Lakatta and D. Levy
Arterial and Cardiac Aging: Major Shareholders in Cardiovascular Disease Enterprises: Part II: The Aging Heart in Health: Links to Heart Disease
Circulation, January 21, 2003; 107(2): 346 - 354.
[Full Text] [PDF]


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Psychosom. Med.Home page
A. R. Schwartz, W. Gerin, K. W. Davidson, T. G. Pickering, J. F. Brosschot, J. F. Thayer, N. Christenfeld, and W. Linden
Toward a Causal Model of Cardiovascular Responses to Stress and the Development of Cardiovascular Disease
Psychosom Med, January 1, 2003; 65(1): 22 - 35.
[Abstract] [Full Text] [PDF]


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DiabetesHome page
D. Liao, M. Carnethon, G. W. Evans, W. E. Cascio, and G. Heiss
Lower Heart Rate Variability Is Associated With the Development of Coronary Heart Disease in Individuals With Diabetes: The Atherosclerosis Risk in Communities (ARIC) Study
Diabetes, December 1, 2002; 51(12): 3524 - 3531.
[Abstract] [Full Text] [PDF]


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Am J EpidemiolHome page
J. Sahl, G. Mezei, R. Kavet, A. McMillan, A. Silvers, A. Sastre, and L. Kheifets
Occupational Magnetic Field Exposure and Cardiovascular Mortality in a Cohort of Electric Utility Workers
Am. J. Epidemiol., November 15, 2002; 156(10): 913 - 918.
[Abstract] [Full Text] [PDF]


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Am J EpidemiolHome page
C. Johansen, M. Feychting, M. Moller, P. Arnsbo, A. Ahlbom, and J. H. Olsen
Risk of Severe Cardiac Arrhythmia in Male Utility Workers: A Nationwide Danish Cohort Study
Am. J. Epidemiol., November 1, 2002; 156(9): 857 - 861.
[Abstract] [Full Text] [PDF]


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HeartHome page
J E Mietus, C-K Peng, I Henry, R L Goldsmith, and A L Goldberger
The pNNx files: re-examining a widely used heart rate variability measure
Heart, October 1, 2002; 88(4): 378 - 380.
[Abstract] [Full Text] [PDF]


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Journal of Renin-Angiotensin-Aldosterone SystemHome page
J. Davies and A. Struthers
Review: The potential benefits of aldosterone antagonism in Type 2 diabetes mellitus
Journal of Renin-Angiotensin-Aldosterone System, September 1, 2002; 3(3): 150 - 155.
[Abstract] [PDF]


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Am J EpidemiolHome page
M. R. Carnethon, D. Liao, G. W. Evans, W. E. Cascio, L. E. Chambless, W. D. Rosamond, and G. Heiss
Does the Cardiac Autonomic Response to Postural Change Predict Incident Coronary Heart Disease and Mortality? : The Atherosclerosis Risk in Communities Study
Am. J. Epidemiol., January 1, 2002; 155(1): 48 - 56.
[Abstract] [Full Text] [PDF]


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Mayo Clin Proc.Home page
B. M. Curtis and J. H. O'Keefe Jr
Autonomic Tone as a Cardiovascular Risk Factor: The Dangers of Chronic Fight or Flight
Mayo Clin. Proc., January 1, 2002; 77(1): 45 - 54.
[Abstract] [PDF]


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NEJMHome page
H. V. Huikuri, A. Castellanos, and R. J. Myerburg
Sudden Death Due to Cardiac Arrhythmias
N. Engl. J. Med., November 15, 2001; 345(20): 1473 - 1482.
[Full Text] [PDF]


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Occup. Environ. Med.Home page
L G P M van Amelsvoort, E G Schouten, A C Maan, C A Swenne, and F J Kok
Changes in frequency of premature complexes and heart rate variability related to shift work
Occup. Environ. Med., October 1, 2001; 58(10): 678 - 681.
[Abstract] [Full Text] [PDF]


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Diabetes CareHome page
H. M. Colhoun, D. P. Francis, M. B. Rubens, S. R. Underwood, and J. H. Fuller
The Association of Heart-Rate Variability With Cardiovascular Risk Factors and Coronary Artery Calcification: A study in type 1 diabetic patients and the general population
Diabetes Care, June 1, 2001; 24(6): 1108 - 1114.
[Abstract] [Full Text]


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Psychosom. Med.Home page
R. P. Sloan, E. Bagiella, P. A. Shapiro, J. P. Kuhl, D. Chernikhova, J. Berg, and M. M. Myers
Hostility, Gender, and Cardiac Autonomic Control
Psychosom Med, May 1, 2001; 63(3): 434 - 440.
[Abstract] [Full Text] [PDF]


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J Am Coll CardiolHome page
T. H. Makikallio, H. V. Huikuri, A. Makikallio, L. B. Sourander, R. D. Mitrani, A. Castellanos, and R. J. Myerburg
Prediction of sudden cardiac death by fractal analysis of heart rate variability in elderly subjects
J. Am. Coll. Cardiol., April 1, 2001; 37(5): 1395 - 1402.
[Abstract] [Full Text] [PDF]


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HypertensionHome page
O. Baltatu, B. J. Janssen, G. Bricca, R. Plehm, J. Monti, D. Ganten, and M. Bader
Alterations in Blood Pressure and Heart Rate Variability in Transgenic Rats With Low Brain Angiotensinogen
Hypertension, February 1, 2001; 37(2): 408 - 413.
[Abstract] [Full Text] [PDF]


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Eur Heart JHome page
M. Kornitzer
Predictive value of electrocardiographic markers for autonomic nervous system dysfunction in healthy populations: more studies needed
Eur. Heart J., January 2, 2001; 22(2): 109 - 112.
[PDF]


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J Gerontol A Biol Sci Med SciHome page
H. Tasaki, T. Serita, A. Irita, O. Hano, I. Iliev, C. Ueyama, K. Kitano, S. Seto, M. Hayano, and K. Yano
A 15-Year Longitudinal Follow-Up Study of Heart Rate and Heart Rate Variability in Healthy Elderly Persons
J Gerontol A Biol Sci Med Sci, December 1, 2000; 55(12): M744 - M749.
[Abstract] [Full Text] [PDF]


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J. Appl. Physiol.Home page
A. Loimaala, H. Huikuri, P. Oja, M. Pasanen, and I. Vuori
Controlled 5-mo aerobic training improves heart rate but not heart rate variability or baroreflex sensitivity
J Appl Physiol, November 1, 2000; 89(5): 1825 - 1829.
[Abstract] [Full Text] [PDF]


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HypertensionHome page
M. Kikuya, A. Hozawa, T. Ohokubo, I. Tsuji, M. Michimata, M. Matsubara, M. Ota, K. Nagai, T. Araki, H. Satoh, et al.
Prognostic Significance of Blood Pressure and Heart Rate Variabilities : The Ohasama Study
Hypertension, November 1, 2000; 36(5): 901 - 906.
[Abstract] [Full Text] [PDF]


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CirculationHome page
J. M. Dekker, R. S. Crow, A. R. Folsom, P. J. Hannan, D. Liao, C. A. Swenne, and E. G. Schouten
Low Heart Rate Variability in a 2-Minute Rhythm Strip Predicts Risk of Coronary Heart Disease and Mortality From Several Causes : The ARIC Study
Circulation, September 12, 2000; 102(11): 1239 - 1244.
[Abstract] [Full Text] [PDF]