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用于产时胎儿心率变异性分析的分形分析和赫斯特参数:一种替代频段和低频/高频比值的通用方法

Fractal Analysis and Hurst Parameter for Intrapartum Fetal Heart Rate Variability Analysis: A Versatile Alternative to Frequency Bands and LF/HF Ratio.

作者信息

Doret Muriel, Spilka Jiří, Chudáček Václav, Gonçalves Paulo, Abry Patrice

机构信息

Department of Obstetrics and Gynaecology, Hospices Civils de Lyon, Hôpital Femme-Mère-Enfant, Bron, France.

Physics Department, CNRS, ENS Lyon, France; Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, Prague, Czech Republic.

出版信息

PLoS One. 2015 Aug 31;10(8):e0136661. doi: 10.1371/journal.pone.0136661. eCollection 2015.

Abstract

BACKGROUND

The fetal heart rate (FHR) is commonly monitored during labor to detect early fetal acidosis. FHR variability is traditionally investigated using Fourier transform, often with adult predefined frequency band powers and the corresponding LF/HF ratio. However, fetal conditions differ from adults and modify spectrum repartition along frequencies.

AIMS

This study questions the arbitrariness definition and relevance of the frequency band splitting procedure, and thus of the calculation of the underlying LF/HF ratio, as efficient tools for characterizing intrapartum FHR variability.

STUDY DESIGN

The last 30 minutes before delivery of the intrapartum FHR were analyzed.

SUBJECTS

Case-control study. A total of 45 singletons divided into two groups based on umbilical cord arterial pH: the Index group with pH ≤ 7.05 (n = 15) and Control group with pH > 7.05 (n = 30).

OUTCOME MEASURES

Frequency band-based LF/HF ratio and Hurst parameter.

RESULTS

This study shows that the intrapartum FHR is characterized by fractal temporal dynamics and promotes the Hurst parameter as a potential marker of fetal acidosis. This parameter preserves the intuition of a power frequency balance, while avoiding the frequency band splitting procedure and thus the arbitrary choice of a frequency separating bands. The study also shows that extending the frequency range covered by the adult-based bands to higher and lower frequencies permits the Hurst parameter to achieve better performance for identifying fetal acidosis.

CONCLUSIONS

The Hurst parameter provides a robust and versatile tool for quantifying FHR variability, yields better acidosis detection performance compared to the LF/HF ratio, and avoids arbitrariness in spectral band splitting and definitions.

摘要

背景

分娩期间通常会监测胎儿心率(FHR)以检测早期胎儿酸中毒。传统上,使用傅里叶变换研究FHR变异性,通常采用成人预定义的频段功率和相应的低频/高频比值。然而,胎儿状况与成人不同,会改变频谱沿频率的分布。

目的

本研究质疑频段划分程序的任意性定义及其相关性,进而质疑作为表征产时FHR变异性有效工具的潜在低频/高频比值计算的合理性。

研究设计

分析分娩前产时FHR的最后30分钟。

研究对象

病例对照研究。根据脐动脉pH值将45名单胎分为两组:pH值≤7.05的指标组(n = 15)和pH值> 7.05的对照组(n = 30)。

观察指标

基于频段的低频/高频比值和赫斯特参数。

结果

本研究表明,产时FHR具有分形时间动态特征,并表明赫斯特参数可作为胎儿酸中毒的潜在标志物。该参数保留了功率频率平衡的直观概念,同时避免了频段划分程序,从而避免了频段分隔频率的任意选择。研究还表明,将基于成人的频段覆盖的频率范围扩展到更高和更低频率,可使赫斯特参数在识别胎儿酸中毒方面表现更好。

结论

赫斯特参数为量化FHR变异性提供了一种强大且通用的工具,与低频/高频比值相比,其酸中毒检测性能更好,并且避免了频谱频段划分和定义中的任意性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f164/4556442/2ac3e47fc52b/pone.0136661.g001.jpg

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