Fractal and nonlinear changes in the long-term baseline fluctuations of fetal heart rate

被引:9
作者
Echeverria, J. C. [1 ]
Alvarez-Ramirez, J. [1 ]
Pena, M. A. [1 ]
Rodriguez, E. [1 ]
Gaitan, M. J. [2 ]
Gonzalez-Camarena, R. [2 ]
机构
[1] Univ Autonoma Metropolitana Izt, Basic Sci & Engn Div, San Rafael Atlixco 186, Mexico City 09340, DF, Mexico
[2] Univ Autonoma Metropolitana Izt, Biol & Hlth Sci Div, Mexico City 09340, DF, Mexico
关键词
Antenatal monitoring; Scaling exponent; Pregnancy; Autonomic mechanisms; 1/F NOISE; COMPUTERIZED ANALYSIS; RATE-VARIABILITY; MAGNITUDE;
D O I
10.1016/j.medengphy.2011.08.006
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The interpretation of heart rate patterns obtained by fetal monitoring relies on the definition of a baseline, which is considered as the running average heart rate in the absence of external stimuli during periods of fetal rest. We present a study along gestation of the baseline's fluctuations, in relation to fractal and nonlinear properties, to assess these fluctuations according with time-varying attracting levels introduced by maturing regulatory mechanisms. A low-risk pregnancy was studied weekly from the 17th to 38th week of gestation during long-term recording sessions at night (>6 h). Fetal averaged pulse rate samples and corresponding baseline series were obtained from raw abdominal ECG ambulatory data. The fractal properties of these series were evaluated by applying detrended fluctuation analysis. The baseline series were also explored to evaluate nonlinear properties and time ordering by applying the scaling magnitude and sign analyses. Our main findings are that the baseline shows fractal and even nonlinear anticorrelated fluctuations. This condition was specially the case before mid-gestation, as revealed by alpha values near to unit, yet becoming significantly more complex after 30 weeks of gestation as indicated by alpha((mag)) values >0.5. The structured (i.e. not random) fluctuations and particular nonlinear changes that we found thus suggest that the baseline provides on itself information concerning the functional integration of cardiac regulatory mechanisms. (C) 2011 IPEM. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:466 / 471
页数:6
相关论文
共 48 条
[1]   Magnitude and sign scaling in power-law correlated time series [J].
Ashkenazy, Y ;
Havlin, S ;
Ivanov, PC ;
Peng, CK ;
Schulte-Frohlinde, V ;
Stanley, HE .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 323 :19-41
[2]   Magnitude and sign correlations in heartbeat fluctuations [J].
Ashkenazy, Y ;
Ivanov, PC ;
Havlin, S ;
Peng, CK ;
Goldberger, AL ;
Stanley, HE .
PHYSICAL REVIEW LETTERS, 2001, 86 (09) :1900-1903
[3]   Can the reproducibility of fetal heart rate baseline estimation be improved? [J].
Ayres-de-Campos, D ;
Bernardes, J ;
Marsal, K ;
Nickelsen, C ;
Makarainen, L ;
Banfield, P ;
Xavier, P ;
Campos, I .
EUROPEAN JOURNAL OF OBSTETRICS & GYNECOLOGY AND REPRODUCTIVE BIOLOGY, 2004, 112 (01) :49-54
[4]   A more objective fetal heart rate baseline estimation [J].
Bernardes, J ;
CostaPereira, A ;
vanGeijn, H ;
PereiraLeite, L .
BRITISH JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 1996, 103 (07) :714-715
[5]   The persistent challenge of foetal heart rate monitoring [J].
Bernardes, Joao ;
Ayres-de-Campos, Diogo .
CURRENT OPINION IN OBSTETRICS & GYNECOLOGY, 2010, 22 (02) :104-109
[6]   The community of the self [J].
Buchman, TG .
NATURE, 2002, 420 (6912) :246-251
[7]  
Cahill AG, 2009, OBSTET GYNECOL, V114, P124, DOI [10.1097/AOG.0b013e3181a99def, 10.1097/AOG.0b013e3181aef106]
[8]   Effect of nonstationarities on detrended fluctuation analysis [J].
Chen, Z ;
Ivanov, PC ;
Hu, K ;
Stanley, HE .
PHYSICAL REVIEW E, 2002, 65 (04) :15
[9]   Effect of nonlinear filters on detrended fluctuation analysis [J].
Chen, Z ;
Hu, K ;
Carpena, P ;
Bernaola-Galvan, P ;
Stanley, HE ;
Ivanov, PC .
PHYSICAL REVIEW E, 2005, 71 (01)
[10]   DETERMINISTIC 1/F NOISE IN NONCONSERVATIVE MODELS OF SELF-ORGANIZED CRITICALITY [J].
CHRISTENSEN, K ;
OLAMI, Z ;
BAK, P .
PHYSICAL REVIEW LETTERS, 1992, 68 (16) :2417-2420