Heart Rate Variability Analysis in Congestive Heart Failure: The Need for Standardized Assessment Protocols

. 2025 May ; 26 (5) : 36321. [epub] 20250526

Status PubMed-not-MEDLINE Jazyk angličtina Země Singapur Médium electronic-ecollection

Typ dokumentu časopisecké články, přehledy

Perzistentní odkaz   https://www.medvik.cz/link/pmid40475734
Odkazy

PubMed 40475734
PubMed Central PMC12135661
DOI 10.31083/rcm36321
PII: S1530-6550(25)01815-0
Knihovny.cz E-zdroje

Heart rate variability (HRV) analysis is a noninvasive tool that allows cardiac autonomic control to be assessed. Numerous studies have reported HRV measurements, related changes, and clinical implications for heart failure patients. This review evaluates HRV characteristics in congestive heart failure (CHF), focusing on different recording durations and the diagnostic and prognostic values using HRV measurements. The recording durations are classified as (a) ultra short-term (substantially shorter than 5 minutes), (b) short-term (5 minutes), and (c) long-term (nominal 24 hours). This review of HRV diagnostic and prognostic significance in CHF focuses on time- and frequency-domain HRV measures that have previously been extensively studied. Reported studies document that HRV is lowered in CHF patients, whereas HRV increases may indicate disease improvement, e.g., in CHF patients undergoing cardiac resynchronization therapy. Reduced HRV has consistently been found to be associated with all-cause mortality in CHF patients. However, different thresholds of long-term HRV indices have been proposed as mortality predictors; meanwhile, findings related to the prediction of other cardiac events, including sudden cardiac death, remain inconsistent. HRV is reduced in CHF patients, but the use of HRV as a risk factor remains controversial, with no established cut-off values. HRV does not provide a clinically useful prediction of sudden cardiac death or other cardiac events in CHF patients. Thus, we advocate standardization of investigative protocols based on the existing time- and frequency-domain HRV indices rather than further developing more complex methods. Short-term recordings are preferable for clinical application and measurement reproducibility; thus, future investigations should focus on the following key questions: 1. How to design standardized short HRV tests suitable for outpatient settings? 2. Which HRV indices should be preferred, and what are their optimal prognostic thresholds? 3. How to standardize HRV assessment conditions to minimize external influences?

Zobrazit více v PubMed

Lüscher TF. Heart failure: the cardiovascular epidemic of the 21st century. European Heart Journal . 2015;36:395–397. doi: 10.1093/eurheartj/ehv004. PubMed DOI

Ponikowski P, Anker SD, AlHabib KF, Cowie MR, Force TL, Hu S, et al. Heart failure: preventing disease and death worldwide. ESC Heart Failure . 2014;1:4–25. doi: 10.1002/ehf2.12005. PubMed DOI

Ponikowski P, Voors AA, Anker SD, Bueno H, Cleland JGF, Coats AJS, et al. 2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure. European Heart Journal . 2016;37:2129–2200. doi: 10.1093/eurheartj/ehw128. PubMed DOI

King M, Kingery J, Casey B. Diagnosis and evaluation of heart failure. American Family Physician . 2012;85:1161–1168. PubMed

Jong TL, Chang B, Kuo CD. Optimal timing in screening patients with congestive heart failure and healthy subjects during circadian observation. Annals of Biomedical Engineering . 2011;39:835–849. doi: 10.1007/s10439-010-0180-6. PubMed DOI

Arsenos P, Gatzoulis KA, Dilaveris P, Sideris S, Tousoulis D. T wave alternans extracted from 30-minute short resting Holter ECG recordings predicts mortality in heart failure. Journal of Electrocardiology . 2018;51:588–591. doi: 10.1016/j.jelectrocard.2018.03.012. PubMed DOI

Shaffer F, Ginsberg JP. An Overview of Heart Rate Variability Metrics and Norms. Frontiers in Public Health . 2017;5:258. doi: 10.3389/fpubh.2017.00258. PubMed DOI PMC

Nunan D, Sandercock GRH, Brodie DA. A quantitative systematic review of normal values for short-term heart rate variability in healthy adults. Pacing and Clinical Electrophysiology: PACE . 2010;33:1407–1417. doi: 10.1111/j.1540-8159.2010.02841.x. PubMed DOI

Borovac JA, D’Amario D, Bozic J, Glavas D. Sympathetic nervous system activation and heart failure: Current state of evidence and the pathophysiology in the light of novel biomarkers. World Journal of Cardiology . 2020;12:373–408. doi: 10.4330/wjc.v12.i8.373. PubMed DOI PMC

Nolan J, Flapan AD, Capewell S, MacDonald TM, Neilson JM, Ewing DJ. Decreased cardiac parasympathetic activity in chronic heart failure and its relation to left ventricular function. British Heart Journal . 1992;67:482–485. doi: 10.1136/hrt.67.6.482. PubMed DOI PMC

Barthel P, Bauer A, Müller A, Huster KM, Kanters JK, Paruchuri V, et al. Spontaneous baroreflex sensitivity: prospective validation trial of a novel technique in survivors of acute myocardial infarction. Heart Rhythm . 2012;9:1288–1294. doi: 10.1016/j.hrthm.2012.04.017. PubMed DOI

Li K, Rüdiger H, Ziemssen T. Spectral Analysis of Heart Rate Variability: Time Window Matters. Frontiers in Neurology . 2019;10:545. doi: 10.3389/fneur.2019.00545. PubMed DOI PMC

Ziemssen T, Reimann M, Gasch J, Rüdiger H. Trigonometric regressive spectral analysis: an innovative tool for evaluating the autonomic nervous system. Journal of Neural Transmission (Vienna, Austria: 1996) . 2013;120:S27–S33. doi: 10.1007/s00702-013-1054-5. PubMed DOI

Di Rienzo M, Parati G, Radaelli A, Castiglioni P. Baroreflex contribution to blood pressure and heart rate oscillations: time scales, time-variant characteristics and nonlinearities. Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences . 2009;367:1301–1318. doi: 10.1098/rsta.2008.0274. PubMed DOI PMC

Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Circulation . 1996;93:1043–1065. doi: 10.1161/01.CIR.93.5.1043. PubMed DOI

Sandercock GRH, Brodie DA. The role of heart rate variability in prognosis for different modes of death in chronic heart failure. Pacing and Clinical Electrophysiology: PACE . 2006;29:892–904. doi: 10.1111/j.1540-8159.2006.00457.x. PubMed DOI

Işler Y, Kuntalp M. Combining classical HRV indices with wavelet entropy measures improves to performance in diagnosing congestive heart failure. Computers in Biology and Medicine . 2007;37:1502–1510. doi: 10.1016/j.compbiomed.2007.01.012. PubMed DOI

Sassi R, Cerutti S, Lombardi F, Malik M, Huikuri HV, Peng CK, et al. Advances in heart rate variability signal analysis: joint position statement by the e-Cardiology ESC Working Group and the European Heart Rhythm Association co-endorsed by the Asia Pacific Heart Rhythm Society. Europace: European Pacing, Arrhythmias, and Cardiac Electrophysiology: Journal of the Working Groups on Cardiac Pacing, Arrhythmias, and Cardiac Cellular Electrophysiology of the European Society of Cardiology . 2015;17:1341–1353. doi: 10.1093/europace/euv015. PubMed DOI

Mejía-Mejía E, Budidha K, Abay TY, May JM, Kyriacou PA. Heart Rate Variability (HRV) and Pulse Rate Variability (PRV) for the Assessment of Autonomic Responses. Frontiers in Physiology . 2020;11:779. doi: 10.3389/fphys.2020.00779. PubMed DOI PMC

Ghuran AV, Malik M. Influence of smoking, alcohol, caffeine and recreational drugs on cardiac autonomic tests. In: Malik M, editor. Clinical Guide to Cardiac Autonomic Tests . Springer; Dordrecht: 1998. pp. 179–191. 1st edn. DOI

Eckberg DL. Sympathovagal balance: a critical appraisal. Circulation . 1997;96:3224–3232. doi: 10.1161/01.cir.96.9.3224. PubMed DOI

Parati G, Saul JP, Di Rienzo M, Mancia G. Spectral analysis of blood pressure and heart rate variability in evaluating cardiovascular regulation. A critical appraisal. Hypertension (Dallas, Tex.: 1979) . 1995;25:1276–1286. doi: 10.1161/01.hyp.25.6.1276. PubMed DOI

Barthel P, Bauer A, Müller A, Junk N, Huster KM, Ulm K, et al. Reflex and tonic autonomic markers for risk stratification in patients with type 2 diabetes surviving acute myocardial infarction. Diabetes Care . 2011;34:1833–1837. doi: 10.2337/dc11-0330. PubMed DOI PMC

Hansen CS, Vistisen D, Jørgensen ME, Witte DR, Brunner EJ, Tabák AG, et al. Adiponectin, biomarkers of inflammation and changes in cardiac autonomic function: Whitehall II study. Cardiovascular Diabetology . 2017;16:153. doi: 10.1186/s12933-017-0634-3. PubMed DOI PMC

Hansen CS, Færch K, Jørgensen ME, Malik M, Witte DR, Brunner EJ, et al. Heart Rate, Autonomic Function, and Future Changes in Glucose Metabolism in Individuals Without Diabetes: The Whitehall II Cohort Study. Diabetes Care . 2019;42:867–874. doi: 10.2337/dc18-1838. PubMed DOI PMC

Chandola T, Britton A, Brunner E, Hemingway H, Malik M, Kumari M, et al. Work stress and coronary heart disease: what are the mechanisms? European Heart Journal . 2008;29:640–648. doi: 10.1093/eurheartj/ehm584. PubMed DOI

Chatterjee A, Riegler MA, Ganesh K, Halvorsen P. Stress management with HRV following AI, semantic ontology, genetic algorithm and tree explainer. Scientific Reports . 2025;15:5755. doi: 10.1038/s41598-025-87510-w. PubMed DOI PMC

Kleiger RE, Stein PK, Bigger JT., Jr Heart rate variability: measurement and clinical utility. Annals of Noninvasive Electrocardiology: the Official Journal of the International Society for Holter and Noninvasive Electrocardiology, Inc. . 2005;10:88–101. doi: 10.1111/j.1542-474X.2005.10101.x. PubMed DOI PMC

Tsai CH, Ma HP, Lin YT, Hung CS, Huang SH, Chuang BL, et al. Usefulness of heart rhythm complexity in heart failure detection and diagnosis. Scientific Reports . 2020;10:14916. doi: 10.1038/s41598-020-71909-8. PubMed DOI PMC

Guzzetti S, Magatelli R, Borroni E, Mezzetti S. Heart rate variability in chronic heart failure. Autonomic Neuroscience: Basic & Clinical . 2001;90:102–105. doi: 10.1016/S1566-0702(01)00274-0. PubMed DOI

Notarius CF, Floras JS. Caffeine Enhances Heart Rate Variability in Middle-Aged Healthy, But Not Heart Failure Subjects. Journal of Caffeine Research . 2012;2:77–82. doi: 10.1089/jcr.2012.0010. PubMed DOI PMC

Fauchier L, Babuty D, Cosnay P, Autret ML, Fauchier JP. Heart rate variability in idiopathic dilated cardiomyopathy: characteristics and prognostic value. Journal of the American College of Cardiology . 1997;30:1009–1014. doi: 10.1016/s0735-1097(97)00265-9. PubMed DOI

Yi G, Goldman JH, Keeling PJ, Reardon M, McKenna WJ, Malik M. Heart rate variability in idiopathic dilated cardiomyopathy: relation to disease severity and prognosis. Heart (British Cardiac Society) . 1997;77:108–114. doi: 10.1136/hrt.77.2.108. PubMed DOI PMC

Francis GS, Benedict C, Johnstone DE, Kirlin PC, Nicklas J, Liang CS, et al. Comparison of neuroendocrine activation in patients with left ventricular dysfunction with and without congestive heart failure. A substudy of the Studies of Left Ventricular Dysfunction (SOLVD) Circulation . 1990;82:1724–1729. doi: 10.1161/01.cir.82.5.1724. PubMed DOI

Ferguson DW, Berg WJ, Roach PJ, Oren RM, Mark AL. Effects of heart failure on baroreflex control of sympathetic neural activity. The American Journal of Cardiology . 1992;69:523–531. doi: 10.1016/0002-9149(92)90998-e. PubMed DOI

Cygankiewicz I, Zareba W, de Luna AB. Prognostic value of Holter monitoring in congestive heart failure. Cardiology Journal . 2008;15:313–323. PubMed

La Rovere MT, Pinna GD, Maestri R, Mortara A, Capomolla S, Febo O, et al. Short-term heart rate variability strongly predicts sudden cardiac death in chronic heart failure patients. Circulation . 2003;107:565–570. doi: 10.1161/01.cir.0000047275.25795.17. PubMed DOI

Cygankiewicz I, Zareba W, Vazquez R, Vallverdu M, Gonzalez-Juanatey JR, Valdes M, et al. Heart rate turbulence predicts all-cause mortality and sudden death in congestive heart failure patients. Heart Rhythm . 2008;5:1095–1102. doi: 10.1016/j.hrthm.2008.04.017. PubMed DOI

Aronson D, Mittleman MA, Burger AJ. Measures of heart period variability as predictors of mortality in hospitalized patients with decompensated congestive heart failure. The American Journal of Cardiology . 2004;93:59–63. doi: 10.1016/j.amjcard.2003.09.013. PubMed DOI

Pecchia L, Melillo P, Bracale M. Remote health monitoring of heart failure with data mining via CART method on HRV features. IEEE Transactions on Bio-medical Engineering . 2011;58:800–804. doi: 10.1109/TBME.2010.2092776. PubMed DOI

Hartikainen JEK, Tahvanainen KUO, Kuusela TA. Short-term measurement of heart rate variability. In: Malik M, editor. Clinical Guide to Cardiac Autonomic Tests . Springer; Dordrecht: 1998. pp. 149–176. 1st edn. DOI

Lucreziotti S, Gavazzi A, Scelsi L, Inserra C, Klersy C, Campana C, et al. Five-minute recording of heart rate variability in severe chronic heart failure: correlates with right ventricular function and prognostic implications. American Heart Journal . 2000;139:1088–1095. doi: 10.1067/mhj.2000.106168. PubMed DOI

Schroeder EB, Whitsel EA, Evans GW, Prineas RJ, Chambless LE, Heiss G. Repeatability of heart rate variability measures. Journal of Electrocardiology . 2004;37:163–172. doi: 10.1016/j.jelectrocard.2004.04.004. PubMed DOI

Nussinovitch U, Elishkevitz KP, Katz K, Nussinovitch M, Segev S, Volovitz B, et al. Reliability of Ultra-Short ECG Indices for Heart Rate Variability. Annals of Noninvasive Electrocardiology: the Official Journal of the International Society for Holter and Noninvasive Electrocardiology, Inc . 2011;16:117–122. doi: 10.1111/j.1542-474X.2011.00417.x. PubMed DOI PMC

Giardino ND, Lehrer PM, Edelberg R. Comparison of finger plethysmograph to ECG in the measurement of heart rate variability. Psychophysiology . 2002;39:246–253. doi: 10.1017/S0048577202990049. PubMed DOI

Jeyhani V, Mahdiani S, Peltokangas M, Vehkaoja A. Comparison of HRV parameters derived from photoplethysmography and electrocardiography signals. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference . 2015;2015:5952–5955. doi: 10.1109/EMBC.2015.7319747. PubMed DOI

Malik M, Camm AJ. Heart rate variability. Clinical Cardiology . 1990;13:570–576. doi: 10.1002/clc.4960130811. PubMed DOI

Tegegne BS, Man T, van Roon AM, Riese H, Snieder H. Determinants of heart rate variability in the general population: The Lifelines Cohort Study. Heart Rhythm . 2018;15:1552–1558. doi: 10.1016/j.hrthm.2018.05.006. PubMed DOI

Malik M, Cripps T, Farrell T, Camm AJ. Prognostic value of heart rate variability after myocardial infarction. A comparison of different data-processing methods. Medical & Biological Engineering & Computing . 1989;27:603–611. doi: 10.1007/BF02441642. DOI

Malik M, Farrell T, Cripps T, Camm AJ. Heart rate variability in relation to prognosis after myocardial infarction: selection of optimal processing techniques. European Heart Journal . 1989;10:1060–1074. doi: 10.1093/oxfordjournals.eurheartj.a059428. PubMed DOI

Wijbenga JA, Balk AH, Meij SH, Simoons ML, Malik M. Heart rate variability index in congestive heart failure: relation to clinical variables and prognosis. European Heart Journal . 1998;19:1719–1724. doi: 10.1053/euhj.1998.1148. PubMed DOI

Malik M, Padmanabhan V, Olson WH. Automatic measurement of long-term heart rate variability by implanted single-chamber devices. Medical & Biological Engineering & Computing . 1999;37:585–594. doi: 10.1007/BF02513352. PubMed DOI

Malik M, Hnatkova K, Huikuri HV, Lombardi F, Schmidt G, Zabel M. Rebuttal from Marek Malik, Katerina Hnatkova, Heikki V. The Journal of Physiology . 2019;597:2603–2604. doi: 10.1113/JP277962. PubMed DOI PMC

Soejima K, Akaishi M, Meguro T, Oyamada K, Yoshikawa T, Mitamura H, et al. Age-adjusted heart rate variability as an index of the severity and prognosis of heart failure. Japanese Circulation Journal . 2000;64:32–38. doi: 10.1253/jcj.64.32. PubMed DOI

Malik M, Camm AJ. Components of heart rate variability–what they really mean and what we really measure. The American Journal of Cardiology . 1993;72:821–822. doi: 10.1016/0002-9149(93)91070-x. PubMed DOI

Pomeranz B, Macaulay RJ, Caudill MA, Kutz I, Adam D, Gordon D, et al. Assessment of autonomic function in humans by heart rate spectral analysis. The American Journal of Physiology . 1985;248:H151–H153. doi: 10.1152/ajpheart.1985.248.1.H151. PubMed DOI

Billman GE, Huikuri HV, Sacha J, Trimmel K. An introduction to heart rate variability: methodological considerations and clinical applications. Frontiers in Physiology . 2015;6:55. doi: 10.3389/fphys.2015.00055. PubMed DOI PMC

Hopf HB, Skyschally A, Heusch G, Peters J. Low-frequency spectral power of heart rate variability is not a specific marker of cardiac sympathetic modulation. Anesthesiology . 1995;82:609–619. doi: 10.1097/00000542-199503000-00002. PubMed DOI

Notarius CF, Floras JS. Limitations of the use of spectral analysis of heart rate variability for the estimation of cardiac sympathetic activity in heart failure. Europace: European Pacing, Arrhythmias, and Cardiac Electrophysiology: Journal of the Working Groups on Cardiac Pacing, Arrhythmias, and Cardiac Cellular Electrophysiology of the European Society of Cardiology . 2001;3:29–38. doi: 10.1053/eupc.2000.0136. PubMed DOI

Dantas EM, Sant’Anna ML, Andreão RV, Gonçalves CP, Morra EA, Baldo MP, et al. Spectral analysis of heart rate variability with the autoregressive method: what model order to choose? Computers in Biology and Medicine . 2012;42:164–170. doi: 10.1016/j.compbiomed.2011.11.004. PubMed DOI

Xhyheri B, Manfrini O, Mazzolini M, Pizzi C, Bugiardini R. Heart rate variability today. Progress in Cardiovascular Diseases . 2012;55:321–331. doi: 10.1016/j.pcad.2012.09.001. PubMed DOI

Malik M, Hnatkova K, Huikuri HV, Lombardi F, Schmidt G, Zabel M. CrossTalk proposal: Heart rate variability is a valid measure of cardiac autonomic responsiveness. The Journal of Physiology . 2019;597:2595–2598. doi: 10.1113/JP277500. PubMed DOI PMC

Billman GE. The LF/HF ratio does not accurately measure cardiac sympatho-vagal balance. Frontiers in Physiology . 2013;4:26. doi: 10.3389/fphys.2013.00026. PubMed DOI PMC

Furlan R, Guzzetti S, Crivellaro W, Dassi S, Tinelli M, Baselli G, et al. Continuous 24-hour assessment of the neural regulation of systemic arterial pressure and RR variabilities in ambulant subjects. Circulation . 1990;81:537–547. doi: 10.1161/01.cir.81.2.537. PubMed DOI

Kuusela T. Methodological aspects of heart rate variability analysis. In: Kamath MV, editor. In heart rate variability (HRV) signal analysis . CRC Press; Boca Raton: 2012. pp. 9–42. 1st edn. DOI

Deka B, Deka D. Nonlinear analysis of heart rate variability signals in meditative state: a review and perspective. Biomedical Engineering Online . 2023;22:35. doi: 10.1186/s12938-023-01100-3. PubMed DOI PMC

Hnatkova K, Copie X, Staunton A, Malik M. Numeric processing of Lorenz plots of R-R intervals from long-term ECGs. Comparison with time-domain measures of heart rate variability for risk stratification after myocardial infarction. Journal of Electrocardiology . 1995;28 Suppl:74–80. doi: 10.1016/s0022-0736(95)80020-4. PubMed DOI

Huikuri HV, Mäkikallio TH, Perkiömäki J. Measurement of heart rate variability by methods based on nonlinear dynamics. Journal of Electrocardiology . 2003;36 Suppl:95–99. doi: 10.1016/j.jelectrocard.2003.09.021. PubMed DOI

Mahon NG, Hedman AE, Padula M, Gang Y, Savelieva I, Waktare JEP, et al. Fractal correlation properties of R-R interval dynamics in asymptomatic relatives of patients with dilated cardiomyopathy. European Journal of Heart Failure . 2002;4:151–158. doi: 10.1016/s1388-9842(01)00227-6. PubMed DOI

Hoshi RA, Pastre CM, Vanderlei LCM, Godoy MF. Poincaré plot indexes of heart rate variability: relationships with other nonlinear variables. Autonomic Neuroscience: Basic & Clinical . 2013;177:271–274. doi: 10.1016/j.autneu.2013.05.004. PubMed DOI

Porta A, Tobaldini E, Guzzetti S, Furlan R, Montano N, Gnecchi-Ruscone T. Assessment of cardiac autonomic modulation during graded head-up tilt by symbolic analysis of heart rate variability. American Journal of Physiology. Heart and Circulatory Physiology . 2007;293:H702–H708. doi: 10.1152/ajpheart.00006.2007. PubMed DOI

Koutelou M, Katsikis A, Flevari P, Theodorakis G, Livanis E, Georgiadis M, et al. Predictive value of cardiac autonomic indexes and MIBG washout in ICD recipients with mild to moderate heart failure. Annals of Nuclear Medicine . 2009;23:677–684. doi: 10.1007/s12149-009-0289-6. PubMed DOI

Shaffer F, Shearman S, Meehan ZM. The promise of ultra-short-term (UST) heart rate variability measurements. Biofeedback . 2016;44:229–233. doi: 10.5298/1081-5937-44.3.09. DOI

Scalvini S, Volterrani M, Zanelli E, Pagani M, Mazzuero G, Coats AJ, et al. Is heart rate variability a reliable method to assess autonomic modulation in left ventricular dysfunction and heart failure? Assessment of autonomic modulation with heart rate variability. International Journal of Cardiology . 1998;67:9–17. doi: 10.1016/s0167-5273(98)00252-6. PubMed DOI

Vrtovec B, Okrajsek R, Golicnik A, Ferjan M, Starc V, Schlegel TT, et al. Atorvastatin therapy may reduce the incidence of sudden cardiac death in patients with advanced chronic heart failure. Journal of Cardiac Failure . 2008;14:140–144. doi: 10.1016/j.cardfail.2007.10.013. PubMed DOI

Mikuz U, Poglajen G, Fister M, Starc V, Wu JC, Hsia H, et al. The presence of electromechanical mismatch in nonischemic dilated cardiomyopathy is associated with ventricular repolarization instability. Journal of Cardiac Failure . 2014;20:891–898. doi: 10.1016/j.cardfail.2014.10.002. PubMed DOI

Arora R, Krummerman A, Vijayaraman P, Rosengarten M, Suryadevara V, Lejemtel T, et al. Heart rate variability and diastolic heart failure. Pacing and Clinical Electrophysiology: PACE . 2004;27:299–303. doi: 10.1111/j.1540-8159.2004.00431.x. PubMed DOI

Guzzetti S, Mezzetti S, Magatelli R, Porta A, De Angelis G, Rovelli G, et al. Linear and non-linear 24 h heart rate variability in chronic heart failure. Autonomic Neuroscience: Basic & Clinical . 2000;86:114–119. doi: 10.1016/S1566-0702(00)00239-3. PubMed DOI

Murray DR. What is “heart rate variability” and is it blunted by tumor necrosis factor? Chest . 2003;123:664–667. doi: 10.1378/chest.123.3.664. PubMed DOI

Landolina M, Gasparini M, Lunati M, Santini M, Rordorf R, Vincenti A, et al. Heart rate variability monitored by the implanted device predicts response to CRT and long-term clinical outcome in patients with advanced heart failure. European Journal of Heart Failure . 2008;10:1073–1079. doi: 10.1016/j.ejheart.2008.08.011. PubMed DOI

Cheng C, Jiang J, Chen K, Hua W, Su Y, Xu W, et al. Device-evaluated autonomic nervous function for predicting ventricular arrhythmias and all-cause mortality in patients who underwent cardiac resynchronization therapy-defibrillator. Frontiers in Physiology . 2023;14:1090038. doi: 10.3389/fphys.2023.1090038. PubMed DOI PMC

Sanderson JE, Yeung LY, Yeung DT, Kay RL, Tomlinson B, Critchley JA, et al. Impact of changes in respiratory frequency and posture on power spectral analysis of heart rate and systolic blood pressure variability in normal subjects and patients with heart failure. Clinical Science (London, England: 1979) . 1996;91:35–43. doi: 10.1042/cs0910035. PubMed DOI

Guzzetti S, Cogliati C, Turiel M, Crema C, Lombardi F, Malliani A. Sympathetic predominance followed by functional denervation in the progression of chronic heart failure. European Heart Journal . 1995;16:1100–1107. doi: 10.1093/oxfordjournals.eurheartj.a061053. PubMed DOI

Bonaduce D, Petretta M, Marciano F, Vicario ML, Apicella C, Rao MA, et al. Independent and incremental prognostic value of heart rate variability in patients with chronic heart failure. American Heart Journal . 1999;138:273–284. doi: 10.1016/s0002-8703(99)70112-2. PubMed DOI

Malliani A, Pagani M, Lombardi F, Cerutti S. Cardiovascular neural regulation explored in the frequency domain. Circulation . 1991;84:482–492. doi: 10.1161/01.cir.84.2.482. PubMed DOI

Bigger JT, Jr, Fleiss JL, 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. doi: 10.1161/01.cir.85.1.164. PubMed DOI

Hadase M, Azuma A, Zen K, Asada S, Kawasaki T, Kamitani T, et al. Very low frequency power of heart rate variability is a powerful predictor of clinical prognosis in patients with congestive heart failure. Circulation Journal: Official Journal of the Japanese Circulation Society . 2004;68:343–347. doi: 10.1253/circj.68.343. PubMed DOI

Yamada T, Shimonagata T, Fukunami M, Kumagai K, Ogita H, Hirata A, et al. Comparison of the prognostic value of cardiac iodine-123 metaiodobenzylguanidine imaging and heart rate variability in patients with chronic heart failure: a prospective study. Journal of the American College of Cardiology . 2003;41:231–238. doi: 10.1016/s0735-1097(02)02700-6. PubMed DOI

Tateishi O, Shouda T, Honda Y, Sakai T, Mochizuki S, Machida K. Apnea-related heart rate variability and its clinical utility in congestive heart failure outpatients. Annals of Noninvasive Electrocardiology: the Official Journal of the International Society for Holter and Noninvasive Electrocardiology, Inc . 2002;7:127–132. doi: 10.1111/j.1542-474x.2002.tb00153.x. PubMed DOI PMC

McDonagh TA, Metra M, Adamo M, Gardner RS, Baumbach A, Böhm M, et al. 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure. European Heart Journal . 2021;42:3599–3726. doi: 10.1093/eurheartj/ehab368. PubMed DOI

Moore RKG, Groves DG, Barlow PE, Fox KAA, Shah A, Nolan J, et al. Heart rate turbulence and death due to cardiac decompensation in patients with chronic heart failure. European Journal of Heart Failure . 2006;8:585–590. doi: 10.1016/j.ejheart.2005.11.012. PubMed DOI

Galinier M, Pathak A, Fourcade J, Androdias C, Curnier D, Varnous S, et al. Depressed low frequency power of heart rate variability as an independent predictor of sudden death in chronic heart failure. European Heart Journal . 2000;21:475–482. doi: 10.1053/euhj.1999.1875. PubMed DOI

Folino AF, Tokajuk B, Porta A, Romano S, Cerutti S, Volta SD. Autonomic modulation and clinical outcome in patients with chronic heart failure. International Journal of Cardiology . 2005;100:247–251. doi: 10.1016/j.ijcard.2004.08.057. PubMed DOI

Szabó BM, van Veldhuisen DJ, van der Veer N, Brouwer J, De Graeff PA, Crijns HJ. Prognostic value of heart rate variability in chronic congestive heart failure secondary to idiopathic or ischemic dilated cardiomyopathy. The American Journal of Cardiology . 1997;79:978–980. doi: 10.1016/s0002-9149(97)00026-x. PubMed DOI

Ponikowski P, Anker SD, Chua TP, Szelemej R, Piepoli M, Adamopoulos S, et al. Depressed heart rate variability as an independent predictor of death in chronic congestive heart failure secondary to ischemic or idiopathic dilated cardiomyopathy. The American Journal of Cardiology . 1997;79:1645–1650. doi: 10.1016/s0002-9149(97)00215-4. PubMed DOI

Cygankiewicz I, Zareba W, Vazquez R, Bayes-Genis A, Pascual D, Macaya C, et al. Risk stratification of mortality in patients with heart failure and left ventricular ejection fraction >35% The American Journal of Cardiology . 2009;103:1003–1010. doi: 10.1016/j.amjcard.2008.11.061. PubMed DOI

Sredniawa B, Cebula S, Kowalczyk J, Batchvarov VN, Musialik-Lydka A, Sliwinska A, et al. Heart rate turbulence for prediction of heart transplantation and mortality in chronic heart failure. Annals of Noninvasive Electrocardiology: the Official Journal of the International Society for Holter and Noninvasive Electrocardiology, Inc. . 2010;15:230–237. doi: 10.1111/j.1542-474X.2010.00369.x. PubMed DOI PMC

Nolan J, Batin PD, Andrews R, Lindsay SJ, Brooksby P, Mullen M, et al. 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. doi: 10.1161/01.cir.98.15.1510. PubMed DOI

Tamaki S, Yamada T, Okuyama Y, Morita T, Sanada S, Tsukamoto Y, et al. Cardiac iodine-123 metaiodobenzylguanidine imaging predicts sudden cardiac death independently of left ventricular ejection fraction in patients with chronic heart failure and left ventricular systolic dysfunction: results from a comparative study with signal-averaged electrocardiogram, heart rate variability, and QT dispersion. Journal of the American College of Cardiology . 2009;53:426–435. doi: 10.1016/j.jacc.2008.10.025. PubMed DOI

Smilde TDJ, van Veldhuisen DJ, van den Berg MP. Prognostic value of heart rate variability and ventricular arrhythmias during 13-year follow-up in patients with mild to moderate heart failure. Clinical Research in Cardiology: Official Journal of the German Cardiac Society . 2009;98:233–239. doi: 10.1007/s00392-009-0747-0. PubMed DOI

Fauchier L, Babuty D, Cosnay P, Fauchier JP. Prognostic value of heart rate variability for sudden death and major arrhythmic events in patients with idiopathic dilated cardiomyopathy. Journal of the American College of Cardiology . 1999;33:1203–1207. doi: 10.1016/S0735-1097(99)00021-2. PubMed DOI

Anastasiou-Nana MI, Terrovitis JV, Athanasoulis T, Karaloizos L, Geramoutsos A, Pappa L, et al. Prognostic value of iodine-123-metaiodobenzylguanidine myocardial uptake and heart rate variability in chronic congestive heart failure secondary to ischemic or idiopathic dilated cardiomyopathy. The American Journal of Cardiology . 2005;96:427–431. doi: 10.1016/j.amjcard.2005.03.093. PubMed DOI

Krüger C, Lahm T, Zugck C, Kell R, Schellberg D, Schweizer MWF, et al. Heart rate variability enhances the prognostic value of established parameters in patients with congestive heart failure. Zeitschrift Fur Kardiologie . 2002;91:1003–1012. doi: 10.1007/s00392-002-0868-1. PubMed DOI

Jiang W, Hathaway WR, McNulty S, Larsen RL, Hansley KL, Zhang Y, et al. Ability of heart rate variability to predict prognosis in patients with advanced congestive heart failure. The American Journal of Cardiology . 1997;80:808–811. doi: 10.1016/s0002-9149(97)00526-2. PubMed DOI

Kaufmann DK, Raczak G, Szwoch M, Wabich E, Świątczak M, Daniłowicz-Szymanowicz L. Baroreflex sensitivity but not microvolt T-wave alternans can predict major adverse cardiac events in ischemic heart failure. Cardiology Journal . 2022;29:1004–1012. doi: 10.5603/CJ.a2020.0129. PubMed DOI PMC

Hashimoto H, Nakanishi R, Mizumura S, Hashimoto Y, Okamura Y, Yamanaka K, et al. Prognostic values of 123I-MIBG myocardial scintigraphy and heart rate variability in patients with heart failure with preserved ejection fraction. Journal of Nuclear Cardiology: Official Publication of the American Society of Nuclear Cardiology . 2020;27:833–842. doi: 10.1007/s12350-018-01494-x. PubMed DOI

Fauchier L, Marie O, Casset-Senon D, Babuty D, Cosnay P, Fauchier JP. Ventricular dyssynchrony and risk markers of ventricular arrhythmias in nonischemic dilated cardiomyopathy: a study with phase analysis of angioscintigraphy. Pacing and Clinical Electrophysiology: PACE . 2003;26:352–356. doi: 10.1046/j.1460-9592.2003.00048.x. PubMed DOI

Shah SA, Kambur T, Chan C, Herrington DM, Liu K, Shah SJ. Relation of short-term heart rate variability to incident heart failure (from the Multi-Ethnic Study of Atherosclerosis) The American Journal of Cardiology . 2013;112:533–540. doi: 10.1016/j.amjcard.2013.04.018. PubMed DOI PMC

Stevenson WG, Epstein LM. Predicting sudden death risk for heart failure patients in the implantable cardioverter-defibrillator age. Circulation . 2003;107:514–516. doi: 10.1161/01.cir.0000053944.35059.fa. PubMed DOI

Soylu MO, Altun I, Basaran O, Uzun Y, Dogan V, Ergun G, et al. Impact of QRS morphology on heart rate turbulence and heart rate variability after cardiac resynchronization therapy in patients with heart failure. European Review for Medical and Pharmacological Sciences . 2016;20:317–322. PubMed

Fantoni C, Raffa S, Regoli F, Giraldi F, La Rovere MT, Prentice J, et al. Cardiac resynchronization therapy improves heart rate profile and heart rate variability of patients with moderate to severe heart failure. Journal of the American College of Cardiology . 2005;46:1875–1882. doi: 10.1016/j.jacc.2005.06.081. PubMed DOI

Marijon E, Boveda S, Chevalier P, Bulava A, Winter JB, Lambiez M, et al. Monitoring of heart rate variability in heart failure patients with cardiac resynchronisation therapy: interest of continuous and didactic algorithm. International Journal of Cardiology . 2010;144:166–169. doi: 10.1016/j.ijcard.2008.12.192. PubMed DOI

Gilliam FR, 3rd, Singh JP, Mullin CM, McGuire M, Chase KJ. Prognostic value of heart rate variability footprint and standard deviation of average 5-minute intrinsic R-R intervals for mortality in cardiac resynchronization therapy patients. Journal of Electrocardiology . 2007;40:336–342. doi: 10.1016/j.jelectrocard.2006.11.012. PubMed DOI

Maisel WH, Stevenson LW. Atrial fibrillation in heart failure: epidemiology, pathophysiology, and rationale for therapy. The American Journal of Cardiology . 2003;91:2D–8D. doi: 10.1016/s0002-9149(02)03373-8. PubMed DOI

Myers G, Workman M, Birkett C, Ferguson D, Kienzle M. Problems in measuring heart rate variability of patients with congestive heart failure. Journal of Electrocardiology . 1992;25 Suppl:214–219. doi: 10.1016/0022-0736(92)90105-9. PubMed DOI

Schmidt G, Malik M, Barthel P, Schneider R, Ulm K, Rolnitzky L, et al. Heart-rate turbulence after ventricular premature beats as a predictor of mortality after acute myocardial infarction. Lancet (London, England) . 1999;353:1390–1396. doi: 10.1016/S0140-6736(98)08428-1. PubMed DOI

Bauer A, Malik M, Schmidt G, Barthel P, Bonnemeier H, Cygankiewicz I, et al. Heart rate turbulence: standards of measurement, physiological interpretation, and clinical use: International Society for Holter and Noninvasive Electrophysiology Consensus. Journal of the American College of Cardiology . 2008;52:1353–1365. doi: 10.1016/j.jacc.2008.07.041. PubMed DOI

Forte G, Favieri F, Casagrande M. Heart Rate Variability and Cognitive Function: A Systematic Review. Frontiers in Neuroscience . 2019;13:710. doi: 10.3389/fnins.2019.00710. PubMed DOI PMC

Nunan D, Sandercock GRH, George RS, Jakovljevic DG, Donovan G, Bougard R, et al. Cardiovascular autonomic control in patients undergoing left ventricular assist device (LVAD) support and pharmacologic therapy. International Journal of Cardiology . 2013;168:4145–4149. doi: 10.1016/j.ijcard.2013.07.075. PubMed DOI

Murad K, Brubaker PH, Fitzgerald DM, Morgan TM, Goff DC, Jr, Soliman EZ, et al. Exercise training improves heart rate variability in older patients with heart failure: a randomized, controlled, single-blinded trial. Congestive Heart Failure (Greenwich, Conn.) . 2012;18:192–197. doi: 10.1111/j.1751-7133.2011.00282.x. PubMed DOI PMC

Ponikowski P, Piepoli M, Chua TP, Banasiak W, Francis D, Anker SD, et al. The impact of cachexia on cardiorespiratory reflex control in chronic heart failure. European Heart Journal . 1999;20:1667–1675. doi: 10.1053/euhj.1999.1525. PubMed DOI

Rydlewska A, Maj J, Katkowski B, Biel B, Ponikowska B, Banasiak W, et al. Circulating testosterone and estradiol, autonomic balance and baroreflex sensitivity in middle-aged and elderly men with heart failure. The Aging Male: the Official Journal of the International Society for the Study of the Aging Male . 2013;16:58–66. doi: 10.3109/13685538.2013.768979. PubMed DOI

Walker AM, Patel PA, Rajwani A, Groves D, Denby C, Kearney L, et al. Diabetes mellitus is associated with adverse structural and functional cardiac remodelling in chronic heart failure with reduced ejection fraction. Diabetes & Vascular Disease Research . 2016;13:331–340. doi: 10.1177/1479164116653342. PubMed DOI

Boveda S, Galinier M, Pathak A, Fourcade J, Dongay B, Benchendikh D, et al. Prognostic value of heart rate variability in time domain analysis in congestive heart failure. Journal of Interventional Cardiac Electrophysiology: an International Journal of Arrhythmias and Pacing . 2001;5:181–187. doi: 10.1023/a:1011485609838. PubMed DOI

Ryan TJ, Anderson JL, Antman EM, Braniff BA, Brooks NH, Califf RM, et al. ACC/AHA guidelines for the management of patients with acute myocardial infarction: executive summary. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee on Management of Acute Myocardial Infarction) Circulation . 1996;94:2341–2350. doi: 10.1161/01.cir.94.9.2341. PubMed DOI

Antman EM, Anbe DT, Armstrong PW, Bates ER, Green LA, Hand M, et al. ACC/AHA guidelines for the management of patients with ST-elevation myocardial infarction-executive summary: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Writing Committee to Revise the 1999 Guidelines for the Management of Patients With Acute Myocardial Infarction) Circulation . 2004;110:588–636. doi: 10.1161/01.CIR.0000134791.68010.FA. PubMed DOI

Kocaman SA, Taçoy G, Ozdemir M, Açıkgöz SK, Cengel A. The preserved autonomic functions may provide the asymptomatic clinical status in heart failure despite advanced left ventricular systolic dysfunction. Anadolu Kardiyoloji Dergisi: AKD = the Anatolian Journal of Cardiology . 2010;10:519–525. doi: 10.5152/akd.2010.159. PubMed DOI

Garet M, Degache F, Pichot V, Duverney D, Costes F, DA Costa A, et al. Relationship between daily physical activity and ANS activity in patients with CHF. Medicine and Science in Sports and Exercise . 2005;37:1257–1263. doi: 10.1249/01.mss.0000174881.68546.ec. PubMed DOI

Kienzle MG, Ferguson DW, Birkett CL, Myers GA, Berg WJ, Mariano DJ. Clinical, hemodynamic and sympathetic neural correlates of heart rate variability in congestive heart failure. The American Journal of Cardiology . 1992;69:761–767. doi: 10.1016/0002-9149(92)90502-p. PubMed DOI

Lombardi F, Huikuri H, Schmidt G, Malik M, e-Rhythm Study Group of EHRA The decline of rate and mortality of acute myocardial infarction. Almost there, still a long way to go. European Journal of Preventive Cardiology . 2018;25:1028–1030. doi: 10.1177/2047487318780497. PubMed DOI

Lombardi F, Huikuri H, Schmidt G, Malik M, e-Rhythm Study Group of European Heart Rhythm Association Short-term heart rate variability: Easy to measure, difficult to interpret. Heart Rhythm . 2018;15:1559–1560. doi: 10.1016/j.hrthm.2018.05.023. PubMed DOI

Huikuri HV, Zabel M, Lombardi F, Malik M, e-Health, Digital Rhythm Study Group of the European Heart Rhythm Association Measurement of cardiovascular autonomic function: Where to go from here? International Journal of Cardiology . 2017;249:73–74. doi: 10.1016/j.ijcard.2017.08.076. PubMed DOI

Armoundas AA, Narayan SM, Arnett DK, Spector-Bagdady K, Bennett DA, Celi LA, et al. Use of Artificial Intelligence in Improving Outcomes in Heart Disease: A Scientific Statement From the American Heart Association. Circulation . 2024;149:e1028–e1050. doi: 10.1161/CIR.0000000000001201. PubMed DOI PMC

Holmstrom L, Chugh H, Nakamura K, Bhanji Z, Seifer M, Uy-Evanado A, et al. An ECG-based artificial intelligence model for assessment of sudden cardiac death risk. Communications Medicine . 2024;4:17. doi: 10.1038/s43856-024-00451-9. PubMed DOI PMC

Sau A, Ribeiro AH, McGurk KA, Pastika L, Bajaj N, Gurnani M, et al. Prognostic Significance and Associations of Neural Network-Derived Electrocardiographic Features. Circulation. Cardiovascular Quality and Outcomes . 2024;17:e010602. doi: 10.1161/CIRCOUTCOMES.123.010602. PubMed DOI PMC

Malik M. The value of invisible electrocardiography. Heart Rhythm . 2024;21:1100–1101. doi: 10.1016/j.hrthm.2024.03.027. PubMed DOI

Hnatkova K, Andršová I, Novotný T, Britton A, Shipley M, Vandenberk B, et al. QRS micro-fragmentation as a mortality predictor. European Heart Journal . 2022;43:4177–4191. doi: 10.1093/eurheartj/ehac085. PubMed DOI PMC

Kadhiresan K, Carlson G. The role of implantable sensors for management of heart failure. Studies in Health Technology and Informatics . 2004;108:219–227. PubMed

Adamson PB, Smith AL, Abraham WT, Kleckner KJ, Stadler RW, Shih A, et al. Continuous autonomic assessment in patients with symptomatic heart failure: prognostic value of heart rate variability measured by an implanted cardiac resynchronization device. Circulation . 2004;110:2389–2394. doi: 10.1161/01.CIR.0000139841.42454.78. PubMed DOI

Scholte NTB, van Ravensberg AE, Shakoor A, Boersma E, Ronner E, de Boer RA, et al. A scoping review on advancements in noninvasive wearable technology for heart failure management. NPJ Digital Medicine . 2024;7:279. doi: 10.1038/s41746-024-01268-5. PubMed DOI PMC

Guzik P, Malik M. ECG by mobile technologies. Journal of Electrocardiology . 2016;49:894–901. doi: 10.1016/j.jelectrocard.2016.07.030. PubMed DOI

Cao R, Azimi I, Sarhaddi F, Niela-Vilen H, Axelin A, Liljeberg P, et al. Accuracy Assessment of Oura Ring Nocturnal Heart Rate and Heart Rate Variability in Comparison With Electrocardiography in Time and Frequency Domains: Comprehensive Analysis. Journal of Medical Internet Research . 2022;24:e27487. doi: 10.2196/27487. PubMed DOI PMC

Helánová K, Šišáková M, Hnatkova K, Novotný T, Andršová I, Malik M. Development of autonomic heart rate modulations during childhood and adolescence. Pflugers Archiv: European Journal of Physiology . 2024;476:1187–1207. doi: 10.1007/s00424-024-02979-0. PubMed DOI PMC

Šišáková M, Helánová K, Hnatkova K, Andršová I, Novotný T, Malik M. Intra-Individual Relationship between Heart Rate Variability and the Underlying Heart Rate in Children and Adolescents. Journal of Clinical Medicine . 2024;13:2897. doi: 10.3390/jcm13102897. PubMed DOI PMC

Šišáková M, Helánová K, Hnatkova K, Andršová I, Novotný T, Malik M. Speed of heart rate changes during postural provocations in children and adolescents. Scientific Reports . 2024;14:11938. doi: 10.1038/s41598-024-62000-7. PubMed DOI PMC

Najít záznam

Citační ukazatele

Nahrávání dat ...

Možnosti archivace

Nahrávání dat ...