Abstract
Time and frequency domain analysis of heart rate variability (HRV) is a non invasive techniquecapable of providing information on autonomic modulation of the sinus node and of stratifying risk aftermyocardial infarction and in heart failure. One of the basic assumptions used to explain the negative predictivevalue of reduced HRV was the concept that overall HRV was largely dependent on vagal mechanisms and that areduction in HRV could reflect an increased sympathetic and a reduced vagal modulation of sinus node; i.e.,an autonomic imbalance favouring cardiac electrical instability. This initial interpretation was challenged byseveral findings indicating a greater complexity of the relationship between neural input and sinus noderesponsiveness as well as the possible interference with non neural mechanisms.
Nevertheless, the prognostic value of time and geometric parameters of HRV has been consistently confirmed.More complex is the interpretation of spectral parameters particularly when they are computed on 24-hourrecordings. Under controlled conditions, instead, the computation of low and high frequency components and oftheir ratio seems to provide information on sympatho-vagal balance in normal subjects as well as in most patientswith preserved left ventricular function, thus providing an unique tool to investigate neural control mechanisms.More recently, analysis on nonlinear dynamics of HRV has been utilized to describe the fractal-likecharacteristics of the variability signal and has been shown to identify patients at risk for sudden cardiacdeath.
In conclusion, in spite of an incomplete understanding of the physiological significance of HRV parameters,this non invasive methodology is of substantial utility to evaluate autonomic control mechanisms and to identifypatients with an increased cardiac mortality.
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Wolf MM, Varigos GA, Hunt D, Sloman JG. Sinus arrhythmia in acute myocardial infarction. Med J Aust 1978;2:52–53.
Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Heart Rate Variability. Standards of measurement, physiological interpretation, and clinical use. Circulation 1996;93:1043–1065.
Malik M, Camm AJ (eds). Heart Rate Variability. Armonk, NY: Futura Publishing Company, 1995.
Kleiger RE, Miller JP, Bigger JT, Moss AR. Multicenter post-infarction research group: Decreased heart rate variability and its association with increased mortality after acute myocardial infarction. Am J Cardiol 1987;59:256–262.
Bigger JT Jr, Kleiger RE, Fleiss JL, Rolnitzky LM, Steinman RC, Miller JP and the Multicenter Pot-Infarction Research Group. Components of heart rate variability measured during healing of acute myocardial infarction. Am J Cardiol 1988;61: 208–215.
Farrell TG, Bashir Y, Cripps T, Malik M, Poloniecki J, Bennett ED, Ward DE, Camm AJ. Risk stratifi-cation for arrhythmic events in post-infarction patients based on heart rate variability, ambulatory electrocardiographic varaibles and signal averaged electrocardiogram. J Am Coll Cardiol 1991;18: 687–697.
Fauchier L, Babutj D, Cosnay P, Autret ML, Fauchier JP. Heart rate variability in idiopathic dilated cardiomyopathy characteristics and prognostic value. J Am Coll Cardiol 1997;30:1009–1014.
Nolan J, Batin PD, Andrews R, Lindsay SJ, Brooksby P, Mullen M, Baig W, Flapan AD, Cowley A, Prescott RJ, Neilson JM, Fox KA. Prospective study of heart rate variability and mortality in chronic heart failure. Results of the United Kingdom heart failure evaluation and assessment of risk trial (UK-Heart). Circulation 1998;98: 1510–1516.
La Rovere MT, Bigger JT Jr, Marcus FI, Mortara A, Schwartz PJ. Baroreflex sensitivity and heart rate variability in prediction of total cardiac mortality after myocardial infarction. ATRAMI (Autonomic Tone and Reflexes After Myocardial Infarction) Investigators. Lancet 1998;351:478–484.
Lown B, Verrier RL. Neural activity and ventricular fibrillation. N Engl J Med 1976;294:1165–1176.
Schwartz PJ, La Rovere MT, Vanoli E. Autonomic nervous system and sudden cardiac death: Experimental basis and clinical observations for postmyocardial infarction risk stratification. Circulation1992;85:177–191.
Rocchetti M, Malfatto G, Lombardi F, Zaza A. Role of the input/output relation of sinoatrial myocites in cholinergic modulation of herat rate variability. J Cardiovasc Electrophysiol 2000;11:522–530.
Zaza A, Lombardi F. Autonomic indexes based on the analysis of heart rate variability: A view from the sinus node. Cardiovasc Res 2001;50:434–442.
Akselrod S, Gordon D, Ubel FA, Shannon DC, Barger AC, Cohen RJ. Power spectrum analysis of heart rate fluctuation: A quantitative probe of beat-to-beat cardiovascular control. Science1981;213:220–222.
Pagani M, Lombardi F, Guzzetti S, Rimoldi O. Furlan R, Pizzinelli P, Sandrone G, Malfatto G, Dell'Orto S, Piccaluga E, Turiel M, Baselli G, Cerutti S, Malliani A. Power spectral analysys of heart rate and arterial pressure variabilities as a marker of sympathovagal interaction in man and consciuos dog. Cir Res 1986;59:178–193.
Malliani A, Pagani M, Lombardi F, Cerutti S. Cardiovascular nerual regulation explored in the frequency domain. Circulation 1991;84:482–492.
Lombardi F, Sandrone G, Pernpruner S, Sala R, Garimoldi M, Cerutti S, Baselli G, Pagani M, Malliani A. Heart rate variability as an index of sympathovagal interaction after acute myocardial infarction. Am J Cardiol 1987;60:1239–1245.
Lombardi F, Malliani A, Pagani M, Cerutti S. Heart rate variability and its sympatho-vagal modulation. Cardiovasc Res 1996;32:208–216.
Lombardi F, Mortara A. Heart rate variability and heart failure. Heart 1998;80:213–214.
Bigger JT, Fleiss J, Steinman RC, Rolnitzky LM, Kleiger RE, Rottman JN. Frequency domain measures of heart period variability and mortality after myocardial infarction. Circulation 1992;85: 164–171.
Parati G, Di Rienzo M, Bertinieri G Pomidossi G, Casadei R, Groppelli A, Pedotti A, Zanchetti A, Mancia G. Evaluation of the baroreceptor heart rate reflex by 24 hours intra-arterial blood pressure monitoring in humans. Hypertension 1988;12:214–222.
Lombardi F, Parati G. Cardiovascular and respiratory changes during sleep in normal and hypertensive subjects. Cardiovasc Res 2000;45:200-211.
Lombardi F, Colombo A, Porta A, Baselli G, Cerutti S, Fiorentini C. Assessment of the coupling between RTapex and RR interval as an index of temporal dispersion of ventricular repolarisation. PACE1998;21:2396–2400.
Goldberger AL. Non-linear dynamics for clinicians: Chaos theory, fractals, and complexity at the bedside. The Lancet 1996;347:1312–1314.
Saul JP, Albrecht P, Berger RD, Cohen RJ. Analysis of long-term heart rate variability: Methods, 1/f scaling and implications. In: Computers in Cardiology. Silver Spring. Md: IEEE Computer Society Press; 1987:419–422.
Lombardi F. Chaos theory, heart rate variability and arrhythmic mortality. Circulation 2000;101: 8–10.
Peng CK, Havlin S, Stanley HE, Goldberger AL. Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos 1995;5:82–87.
Bigger JT, Steinman RC, Rolnitzky L, Fleiss JL, Albrectht P, Cohen RJ. Power law behavior of RR-interval variability in healthy middle aged persons, patients with recent acute myocardial infarction, and patients with heart transplants. Circulation 1996;21:2142–2151.
Lombardi F, Sandrone G, Mortara A, Torzillo D, La Rovere MT, Signorini MG, Cerutti S, Malliani A. Linear and nonlinear dynamics of heart rate variability after acute myocardial infarction with normal and reduced left ventricular ejection fraction. Am J Cardiol 1996;77:1283–1288.
Lombardi F, Makikallio TH, Myerburg RJ, Huikuri HV. Sudden cardiac death: Role of heart rate variability to identify patients at risk. Cardiovasc Res2001;50:210–217.
Huikuri HV, Makikallio TH, Peng CK, Golberger AL, Hintze U, Moller M for the Diamond Study Group. Fractal correlation properties of R-R interval dynamics and mortality in patients with depressed left ventricular function after an acute myocardial infarction. Circulation 2000;101:47–53.
Lombardi F, Porta A, Marzegalli M, Favale S, Santini M, Vincenti A, De Rosa A. Heart rate variability patterns before ventricular tachycardia onset in patients with implantable cardioverter defibrillator. Am J Cardiol 2000;86:959–963.
Makikallio TH, Koistinen J, Jordaens L, Tulppo MP, Wood N, Glosarsky B, Peng CK, Goldberger AL, Huikuri HV. Heart rate dynamics before spontaneous onset of ventricular fibrillation in patients with healed myocardial infarcts. Am J Cardiol1999;83:880–884.
Lombardi F, Gnecchi Ruscone T, Malliani A. Premature ventricular contractions and reflex sympathetic activation in cats. Cardiovasc Res1989;23:205–212.
Schmidt G, Malik M, Barthel P. Heart rate turbolence after ventricular premature beats as a predictor of mortality after acute myocardial infarction. Lancet 1999;353:1390–1396.
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Lombardi, F. Clinical Implications of Present Physiological Understanding of HRV Components. Card Electrophysiol Rev 6, 245–249 (2002). https://doi.org/10.1023/A:1016329008921
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DOI: https://doi.org/10.1023/A:1016329008921