Preoperative nonlinear behavior in heart rate variability predicts morbidity and mortality after coronary artery bypass graft surgery

Medical Science Monitor

Volumn 15, Issue 3, 2009, Pages

  De Godoy, Moacir Fernandes ^a,b   Takakura, Isabela Thomaz ^a,b,c   Correa, Paulo Rogerio ^a,b   De Nassau MacHado, Mauricio ^a,b   Miranda, Rafael Carlos ^a,b   Brandi, Antonio Carlos ^a,b  

^a FACULDADE DE MEDICINA DE SÃO JOSÉ DO RIO PRETO   (Brazil)

^b HOSPITAL DE BASE   (Brazil)

^c St Coronel Spinola de Castro   (Brazil)

Author keywords

Chaos theory; Coronary artery bypass; Heart rate; Morbidity; Mortality; Nonlinear dynamics

Indexed keywords

ADULT; ARTICLE; CHAOS THEORY; CONTROLLED STUDY; CORONARY ARTERY BYPASS GRAFT; FEMALE; HEART ARRHYTHMIA; HEART RATE VARIABILITY; HUMAN; INFECTION; KIDNEY FAILURE; MAJOR CLINICAL STUDY; MALE; MORBIDITY; MORTALITY; NEUROLOGICAL COMPLICATION; POSTOPERATIVE PERIOD; PREOPERATIVE PERIOD; HEART RATE; MIDDLE AGED; NONLINEAR SYSTEM; PHYSIOLOGY; PREDICTION AND FORECASTING; PREOPERATIVE CARE; RISK;

CORONARY ARTERY BYPASS; FEMALE; HEART RATE; HUMANS; MALE; MIDDLE AGED; NONLINEAR DYNAMICS; ODDS RATIO; POSTOPERATIVE PERIOD; PREDICTIVE VALUE OF TESTS; PREOPERATIVE CARE;

EID: 65349160880     PISSN: 12341010     EISSN: 16433750     Source Type: Journal    
DOI: None     Document Type: Article

References (40)

1. Task Force of the European Society of Cardiology the North American Society of Pacing Electrophysiology. Heart Rate Variability Standards of Measurement Physiological Interpretation and Clinical Use. Circulation 1996; 1043-65
2. Task Force of the European Society of Cardiology the North American Society of Pacing Electrophysiology. Heart Rate Variability. Standards of Measurement, Physiological Interpretation, and Clinical Use. Circulation, 1996; 1043-65 2. Smith LL, Kukielka M, Billman GE: Heart rate recovery after exercise: a predictor of ventricular fibrillation susceptibility after myocardial in-faction. Am J Physiol Heart Circ Physiol, 2005; 288: H1763-69
3. Hohnloser SH, Kuck KH, Dorian P et al: Prophylactic Use of an Implantable Cardioverter-Defibrillator after Acute Myocardial Infarction. N Engl J Med, 2004; 351: 2481-2488
4. Kurths J, Voss A, Saparin P et al: Quantitative analysis of heart rate variability. Chaos, 1995; 5: 88-94
5. Tsuji H, Larson MG, Venditti Jr FJ et al: Impact of Reduced Heart Rate Variability on Risk for Cardiac Events. Circulation, 1996; 94: 2850-2855
6. Smietanowski M, Szelenberger W, Trzebski A: Nonlinear dynamics of the cardiovascular parameters in sleep and sleep apnea. In memory of Alberto Malliani (1935-2006) - a brave heart and beautiful mind. J Physiol Pharmacol, 2006; 57(Suppl.11): 55-68
7. Furuland H, Linde T, Englund A, Wikstrom B: Heart rate variability is decreased in chronic kidney disease but may improve with hemoglobin normalization. J Nephrol, 2008; 21: 45-52
8. Pontet J, Contreras P, Curbelo A et al: Heart Rate Variability as Early Marker of Multiple Organ Dysfunction Syndrome in Septic Patients. J Crit Care, 2003; 18(3): 156-163
9. Acharya UR, Kannathal N, Sing OW et al: Heart rate analysis in normal subjects of various age groups. Biomed Eng Online, 2004, 3: 24
10. Pikkujamsa SM, Makikallio TH, Sourander LB et al: Cardiac Interbeat Interval Dynamics From Childhood to Senescence: Comparison of Conventional and New Measures Based on Fractals and Chaos Theory. Circulation, 1999; 100: 393-399
11. Goldberger AL, Amaral LAN, Hausdorff JM et al: Fractal Dynamics in Physiology: Alterations with Disease and Aging. PNAS, 2002; 99: 2466-2472
12. Goldberger AL, Amaral LAN, Glass L et al: PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals. Circulation, 2000; 101: e215-20
13. Stein PK, Reddy A: Non-linear heart rate variability and risk stratification in Cardiovascular disease. Indian Pacing Electrophysiol J, 2005; 5(3): 210-220
14. ACC/AHA Guideline Update for Coronary Artery Bypass Graft Surgery, 2004. (Accessed August 16, 2006, at http://www.circ.ahaiournals.org)
15. Ruha A, Sallinen S et al: A real-time microprocessor QRS detector system with a 1-ms timing accuracy for the measurement of ambulatory HRV. Trans Biomedical & Engineering, 1997; 44: 159-167
16. Gamelin FX, Berthoin S, Bosquet L: Validity of Polar S810 Heart Rate Monitor to Measure R-R Intervals at Rest. Medicine & Science in Sports & Exercise, 2006; 38(5): 887-893
17. Vuksanovic V, Gal V: Nonlinear and chaos characteristics of heart period time series: Healthy aging and postural change. Autonomic Neuroscience: Basic and Clinical, 2005; 121: 94-100
18. Acharya RU, Lim CM, Joseph P: Heart rate variability analysis using correlation dimension and detrended fluctuation analysis. ITBM-RBM, 2002; 23: 333-339
19. Nikolopoulos S, Alexandridi A, Nikolakeas S, Manis G: Experimental analysis of heart rate variability of long-recording electrocardiograms in normal subjects and patients with coronary artery disease and normal left ventricular function. J Biomed Inform, 2003; 36: 202-217
20. Michalak K, Jaskowski P: Dimensional complexity of posturographic signals: II. Influence of window width on dimensional complexity estimation. Current Topics in Biophysics, 2003; 27(1-2): 27-36
21. Todder D, Bersudsky Y, Cohen H: Nonlinear analysis of RR interval in euthymic bipolar disorder. Autonomic Neuroscience: Basic and Clinical, 2005; 117: 127-131
22. Kikuchi A, Shimizu T, Hayashi A et al: Nonlinear analysis of heart rate variability in normal and growth-restricted fetuses. Early Hum Dev, 2006; 82(4): 217-226
23. Huikuri HV, Makikallio TH, Perkiomaki J: Measurement of heart rate variability by methods based on nonlinear dynamics. J Electrocardiol, 2003; 36(Suppl.): 95-99
24. Rezek IA, Roberts SA: Stochastic complexity measures for physiological signal analysis. IEEE T-BME, 1998; 45(9): 1186-1191
25. Kitlas A, Oczeretko E, Kowalewski M et al: Nonlinear dynamics methods in the analysis of the heart rate variability. Roczniki Akadem Medycznej w Bialymstoku, 2005; 50(Suppl.2): 46-47
26. Huikuri HV, Makikallio TH, Peng CK et al: 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
27. Makikallio TH, Seppanen T, Airaksinen KEJ et al: Dynamic analysis of heart rate may predict subsequent ventricular tachycardia after myocardial infarction. Am J Cardiol, 1997; 80: 779
28. Makikallio TH, Hober S, Kober L et al: Fractal analysis of heart rate dynamics as a predictor of mortality in patients with depressed left ventricular function after acute myocardial infarction. TRACE Investigators. TRAndolapril Cardiac Evaluation. Am J Cardiol, 1999; 83: 836
29. Shehab AMA, MacFadyen RJ, McLaren M et al: Sudden Unexpected Death in Heart Failure May Be Preceded by Short Term, Intraindividual Increases in Inflammation and in Autonomic Dysfunction: A Pilot Study. Heart, 2004; 90: 1263-1268 (Pubitemid 39433983)
30. La Rovere MT, Pinna GD, Maestri R et al: Short-Term Heart Rate Variability Strongly Predicts Sudden Cardiac Death in Chronic Heart Failure Patients. Circulation, 2003; 107: 565-570
31. Vikman S, Makikallio TH, Yli-Mayry S et al: Altered complexity and correlation properties of R-R interval dynamics before the spontaneous onset of paroxysmal atrial fibrillation. Circulation, 1999; 100: 2079
32. Hogue CW, Domitrovich Jr PP, Stein PK et al: RR interval dynamics before atrial fibrillation in patients after coronary artery bypass graft surgery. Circulation, 1998; 98: 429
33. Huikuri HV, Makikallio TH: Heart rate variability in ischemic heart disease. Auton Neurosci, 2001; 90: 95-101
34. De Sousa MR, Huikuri HV, Lombardi F et al: Abnormalities in fractal heart rate dynamics in Chagas disease. Ann Noninvasive Electrocardiol, 2006; 11(2): 145-153
35. Tulppo MP, Makikallio TH, Seppanen T et al: Effects of pharmacological adrenergic and vagal modulation on fractal heart rate dynamics. Clinical Physiology, 2001; 21(5): 515-523
36. Benedict CR, Johnstone DE, Weiner DH et al: Relation of neurohumoral activation to clinical variables and degree of ventricular dysfunction: A report from the Registry of Studies of Left Ventricular Dysfunction. SOLVD Investigators. J Am Coll Cardiol, 1994; 23(6): 1410-1420 (Pubitemid 24158011)
37. Tulppo MP, Makikallio TH, Seppanen T et al: Vagal modulation of heart rate during exercise: effects of age and physical fitness. Am J Physiol Heart Circ Physiol, 1998; 274: H424-29
38. Perkiomaki JS, Zareba W, Badilini F et al: Influence of atropine on fractal and complexity measures of heart rate variability. Ann Noninvasive Electrocardiol, 2002; 7(4): 326-331
39. Laitio T, Huikuri H, Kentala E et al: Correlation properties and complexity of perioperative RR-interval dynamics in coronary artery bypass surgery patients. Anesthesiology, 2000; 93(1): 69-80
40. Rao RKA, Yeragani VK Decreased chaos and increased nonlinearity of heart rate time series in patients with panic disorder. Autonomic Neuroscience: Basic and Clinical, 2001; 88Z: 99-100