Nonlinear analyses of heart rate variability in normal and growth-restricted fetuses

Early Human Development

Volumn 82, Issue 4, 2006, Pages 217-226

  Kikuchi, Akihiko ^a   Shimizu, Toshiyuki ^b   Hayashi, Akiko ^a   Horikoshi, Tsuguhiro ^a   Unno, Nobuya ^a   Kozuma, Shiro ^c   Taketani, Yuji ^c  

^a NAGANO CHILDREN'S HOSPITAL   (Japan)

^b Chaos and Complexity Research Department   (Japan)

^c UNIVERSITY OF TOKYO   (Japan)

Author keywords

Attractor reconstruction; Chaos; Correlation dimension; Fetal heart rate; Heart rate variability; Intrauterine growth restriction (IUGR); Largest Lyapunov exponent; Nonlinear analyses

Indexed keywords

ADULT; ALGORITHM; ARTICLE; CALCULATION; CONTROLLED STUDY; CORRELATION ANALYSIS; DATA ANALYSIS; FEMALE; FETUS; FETUS DEVELOPMENT; FETUS HEART RATE; GESTATIONAL AGE; HEART RATE VARIABILITY; HUMAN; INTRAUTERINE GROWTH RETARDATION; MAJOR CLINICAL STUDY; NONLINEAR SYSTEM; PATHOPHYSIOLOGY; PRENATAL DEVELOPMENT; SENSITIVITY ANALYSIS; STATISTICAL SIGNIFICANCE; TIME SERIES ANALYSIS;

FEMALE; FETAL GROWTH RETARDATION; FETUS; GESTATIONAL AGE; HEART RATE, FETAL; HUMANS; NONLINEAR DYNAMICS; PREGNANCY; RETROSPECTIVE STUDIES;

EID: 33646021282     PISSN: 03783782     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.earlhumdev.2005.08.004     Document Type: Article

References (43)

1. Cunningham F.G., Gant N.F., Leveno K.J., Gilstrap III L.C., Hauth J.C., and Wenstrom K.D. Williams obstetrics. 21st ed. (2001), McGraw-Hill, New York 331-360
2. Parer J.T. Fetal heart rate. In: Creasy R.K., and Resnik R. (Eds). Maternal-fetal medicine. 4th ed. (1999), W.B. Saunders Company, Philadelphia 270-299
3. Rooth G., Huch A., and Huch R. Guidelines for the use of fetal monitoring. Int J Gynaecol Obstet 25 (1987) 159-167
4. Cabaniss M.L. Fetal monitoring interpretation (1993), Lippincott-Raven, Philadelphia 425-443
5. Manning F.A. Fetal medicine: principles and practice (1995), Appleton & Lange, Connecticut 13-111
6. Parer J.T. Fetal heart rate variability. In: Nathanielsz P.W., and Parer J.T. (Eds). Research in perinatal medicine vol. 1 (1984), Perinatology Press, Ithaca, NY 171-177
7. Yeh S.Y., Forsythe A., and Hon E.H. Quantification of fetal heart beat-to-beat interval differences. Obstet Gynecol 41 (1973) 355-363
8. Laros R.K., Wong W.S., and Heilbron D.C. A comparison of methods for quantitating fetal heart rate variability. Am J Obstet Gynecol 128 (1977) 381-390
9. Papadimitriou S., and Bezerianos A. Nonlinear analysis of the performance and reliability of wavelet singularity detection based denoising for Doppler ultrasound fetal heart rate signals. Int J Med Inform 53 (1999) 43-60
10. Shaw R. The dripping faucet as a model chaotic system (1984), Aerial Press, Santa Cruz, California
11. Glass L., and Mackey M.C. From clocks to chaos. The rhythms of life (1988), Princeton University Press, Princeton, New Jersey
12. Coffey D.S. Self-organization, complexity and chaos. The new biology for medicine. Nat Med 4 (1998) 882-885
13. Babloyantz A., and Destexhe A. Is the normal heart a periodic oscillator?. Biol Cybern 58 (1988) 203-211
14. Goldberger A.L. Is the normal heartbeat chaotic or homeostatic?. News Physiol Sci 6 (1991) 87-91
15. Goldberger A.L., and West B.J. Chaos and fractals in human physiology. Sci Am 262 (1990) 43-49
16. Assali N.S., Brinkman C.R., Woods J.R., Dandavino A., and Nuwayhid B. Development of neurohumoral control of fetal, neonatal, and adult cardiovascular functions. Am J Obstet Gynecol 129 (1977) 748-759
17. Galbraith R.S., Karchmar E.J., Piercy W.N., and Low J.A. The clinical prediction of intrauterine growth retardation. Am J Obstet Gynecol 133 (1979) 281-286
18. Usher R.H. Clinical and therapeutic aspects of fetal malnutrition. Pediatr Clin North Am 17 (1970) 169-188
19. Becker D.J., Visser G.H.A., Mulder E.J.H., and Poelmann -Weesjes G. Heart rate variation and movement incidence in growth-retarded fetuses: the significance of antenatal late heart rate deceleration. Am J Obstet Gynecol 157 (1987) 126-133
20. Snijders R.J.M., Ribbert L.S.M., Visser G.H.A., and Mulder E.J.H. Numerical analysis of heart rate variation in intrauterine growth-retarded fetuses. A longitudinal study. Am J Obstet Gynecol 166 (1992) 22-27
21. Visser G.H.A., Sadovsky G., and Nicolaides K.H. Antepartum heart rate patterns in small-for-gestational-age third-trimester fetuses. Correlation with blood gas values obtained at cordocentesis. Am J Obstet Gynecol 162 (1990) 698-703
22. Gragon R., Bocking A.D., Richardson B.S., and McLean P. A flat fetal heart rate tracing with normal fetal heart rate variability. Am J Obstet Gynecol 171 (1994) 1379-1381
23. Samueloff A., Langer O., Berkus M., Field N., Xenakis E., and Ridgway L. Is fetal heart rate variability a good predictor of fetal outcome?. Acta Obstet Gynecol Scand 73 (1994) 39-44
24. Denton T.A., Diamond G.A., Helfant R.H., Khan S., and Karaguezian H. Fascinating rhythm: a primer on chaos theory and its application to cardiology. Am Heart J 120 (1990) 1419-1440
25. Odendall H. Fetal heart rate patterns in patients with intrauterine growth retardation. Obstet Gynecol 48 (1976) 187-190
26. Keegan K.A., and Paul R.H. Antepartum fetal heart rate testing: IV. The nonstress test as a primary approach. Am J Obstet Gynecol 136 (1980) 75-80
27. Ogawa Y., Iwamura T., Kuriya N., Nishida H., Takeuchi H., Takada M., et al. Birth size standards by gestational age for Japanese neonates. Acta Neonat Jpn 34 (1998) 624-632
28. Wolf A., Swift J.B., Swinney H.L., and Vastano J.A. Determining Lyapunov exponents from a time series. Physica D 16 (1985) 285-317
29. Jensen R.V. Classical chaos. Am Sci 75 (1987) 168-681
30. Grassberger P., and Procaccia I. Measuring the strangeness of strange attractors. Physica D 9 (1983) 189-208
31. Theiler J., Eubank S., Longtin A., Galdrikian B., and Farmer J.D. Testing for nonlinearity in time series: the method of surrogate data. Physica D 58 (1992) 77-94
32. Ikeguchi T., and Aihara K. On dimension estimates with surrogate data sets. Tech Rep Inst. Electron Inf Commun Eng 95 (1996) 47-54
33. Lipsitz L.A., and Goldberger A.L. Loss of 'complexity' and aging. Potential applications of fractals and chaos theory to senescence. JAMA 267 (1992) 1806-1809
34. Goldberger A.L. Nonlinear dynamics for clinicians: chaos theory, fractal, and complexity in bedside. Lancet 347 (1996) 1312-1314
35. Elbert T., Ray W.J., Kowalik Z.J., Skinner J.E., Graf K.E., and Nirbaumer N. Chaos and physiology: deterministic chaos in excitable cell assemblies. Physiol Rev 74 (1994) 1-47
36. Barnard G.A. Discussion on the spectral analysis of point process [by MS Bartlett]. J R Stat Soc B 25 (1963) 294
37. Hope A.C.A. A simplified Monte Carlo significance test procedure. J R Stat Soc B 30 (1968) 582-598
38. Theiler J., and Prichard D. Constrained-realization Monte-Carlo method for hypothesis testing. Physica D 94 (1996) 221-235
39. Van Leeuwen P., Geue D., Lange S., Hatzmann W., and Grönemeyer D. Changes in the frequency power spectrum of fetal heart rate in the course of pregnancy. Prenat Diagn 23 (2003) 909-916
40. Allan W.C., and Sobel D.B. The sans of time. JAMA 268 (1992) 984
41. Dawes G.C., Visser G.H.A., Goodman J.D.S., and Redman C.W.G. Numerical analysis of the human fetal heart rate: the quality of ultrasound records. Am J Obstet Gynecol 141 (1981) 43-52
42. Koyanagi T., Yoshizato T., and Nakano H. Quantification of fetal heart rate variation using a probability distribution matrix. In: Rogers M.S., and Chang A.M.Z. (Eds). Baillière's clinical obstetrics and gynaecology. Analysis of complex data in obstetrics (1994), Baillière Tindall, London 549-565
43. Casdagli M. Chaos and deterministic versus stochastic nonlinear modeling. J R Stat Soc B 54 (1991) 303-328