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

机译:正常和生长受限的胎儿心率变异性的非线性分析。

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BACKGROUND: Many studies on the physiology of the cardiovascular system reported that nonlinear chaotic dynamics may govern the generation of the heart rate signal. OBJECTIVE: To examine whether the heart rate dynamics of an intrauterine growth restricted (IUGR) fetus is different from a healthy normal fetus by nonlinear methods of time series analysis. DESIGN OF THE STUDY: One hundred nineteen fetal heart rate (FHR) recordings from healthy normal fetuses, and 69 recordings from IUGR fetuses were analyzed. Nonlinear analyses included attractor reconstruction, calculation of the largest Lyapunov exponents using the Wolf algorithm, and estimation of correlation dimension. The largest Lyapunov exponents from normal fetuses were checked by means of surrogate-data test. RESULTS: Abnormal FHR patterns of IUGR fetuses such as decreased variability and repetitive late decelerations presented a remarkably different structure in the reconstructed attractor. Surrogate data suggest that the FHR of healthy normal fetuses has unique nonlinear characteristics. The largest Lyapunov exponents were positive for all of 119 healthy normal fetuses, indicating that the FHR control system is sensitive to initial conditions. The values of IUGR fetuses were significantly lower than those of normal subjects. In normal fetuses, significant changes of correlation dimension according to gestational age were observed. In IUGR fetuses, however, such changes were not found. CONCLUSIONS: The heart rate dynamics of IUGR fetuses is less chaotic than that of normal fetuses. Decreased system complexity suggested by correlation dimension may limit the IUGR fetuses' ability to maintain cardiovascular integrity, and therefore, to adapt to the variety of internal and external cardiovascular stresses.
机译:背景:关于心血管系统生理的许多研究报告说,非线性混沌动力学可能会控制心率信号的产生。目的:通过时间序列非线性方法,研究宫内生长受限(IUGR)胎儿与健康正常胎儿的心率动态是否不同。研究的设计:分析了健康正常胎儿的119胎心率(FHR)记录,以及IUGR胎儿的69胎心率。非线性分析包括吸引子重构,使用Wolf算法计算最大Lyapunov指数以及​​估计相关维数。通过替代数据测试检查了正常胎儿中最大的李雅普诺夫指数。结果:IUGR胎儿的异常FHR模式,如变异性降低和重复的后期减速,在重建的吸引子中呈现出明显不同的结构。替代数据表明,健康正常胎儿的FHR具有独特的非线性特征。最大的李雅普诺夫指数对119名健康正常胎儿均呈阳性,表明FHR控制系统对初始条件敏感。 IUGR胎儿的值显着低于正常受试者。在正常胎儿中,观察到相关尺寸随胎龄的变化而显着变化。但是,在IUGR胎儿中,未发现此类变化。结论:IUGR胎儿的心率动力学比正常胎儿的混沌少。相关性维度提示降低的系统复杂性可能会限制IUGR胎儿维持心血管完整性的能力,从而适应各种内部和外部心血管压力。

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