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早产儿平均血压与脑电图的耦合与疾病严重程度评分降低有关。

Coupling between mean blood pressure and EEG in preterm neonates is associated with reduced illness severity scores.

机构信息

Department of Electrical and Electronic Engineering, University College Cork, Cork, Ireland.

Irish Center for Fetal and Neonatal Translational Research, University College Cork, Cork, Ireland.

出版信息

PLoS One. 2018 Jun 22;13(6):e0199587. doi: 10.1371/journal.pone.0199587. eCollection 2018.

Abstract

Hypotension or low blood pressure (BP) is a common problem in preterm neonates and has been associated with adverse short and long-term neurological outcomes. Deciding when and whether to treat hypotension relies on an understanding of the relationship between BP and brain functioning. This study aims to investigate the interaction (coupling) between BP and continuous multichannel unedited EEG recordings in preterm infants less than 32 weeks of gestational age. The EEG was represented by spectral power in four frequency sub-bands: 0.3-3 Hz, 3-8 Hz, 8-15 Hz and 15-30 Hz. BP was represented as mean arterial pressure (MAP). The level of coupling between the two physiological systems was estimated using linear and nonlinear methods such as correlation, coherence and mutual information. Causality of interaction was measured using transfer entropy. The illness severity was represented by the clinical risk index for babies (CRIB II score) and contrasted to the computed level of interaction. It is shown here that correlation and coherence, which are linear measures of the coupling between EEG and MAP, do not correlate with CRIB values, whereas adjusted mutual information, a nonlinear measure, is associated with CRIB scores (r = -0.57, p = 0.003). Mutual information is independent of the absolute values of MAP and EEG powers and quantifies the level of coupling between the short-term dynamics in both signals. The analysis indicated that the dominant causality is from changes in EEG producing changes in MAP. Transfer entropy (EEG to MAP) is associated with the CRIB score (0.3-3 Hz: r = 0.428, p = 0.033, 3-8 Hz: r = 0.44, p = 0.028, 8-15 Hz: r = 0.416, p = 0.038) and indicates that a higher level of directed coupling from brain activity to blood pressure is associated with increased illness in preterm infants. This is the first study to present the nonlinear measure of interaction between brain activity and blood pressure and to demonstrate its relation to the initial illness severity in the preterm infant. The obtained results allow us to hypothesise that the normal wellbeing of a preterm neonate can be characterised by a nonlinear coupling between brain activity and MAP, whereas the presence of weak coupling with distinctive directionality of information flow is associated with an increased mortality rate in preterms.

摘要

低血压或低血压(BP)是早产儿的常见问题,与短期和长期不良神经结局有关。决定何时以及是否治疗低血压依赖于对血压与大脑功能之间关系的理解。本研究旨在研究胎龄小于 32 周的早产儿中 BP 与连续多通道未经编辑的 EEG 记录之间的相互作用(耦合)。EEG 由四个频带的谱功率表示:0.3-3 Hz、3-8 Hz、8-15 Hz 和 15-30 Hz。BP 表示为平均动脉压(MAP)。使用线性和非线性方法(如相关性、相干性和互信息)估计两个生理系统之间的耦合水平。使用转移熵测量相互作用的因果关系。疾病严重程度由婴儿临床风险指数(CRIB II 评分)表示,并与计算出的相互作用水平进行对比。结果表明,EEG 和 MAP 之间耦合的线性测量(即相关性和相干性)与 CRIB 值不相关,而调整后的互信息(非线性测量)与 CRIB 评分相关(r = -0.57,p = 0.003)。互信息独立于 MAP 和 EEG 功率的绝对值,并量化了两个信号的短期动力学之间的耦合水平。分析表明,主导因果关系是 EEG 变化引起 MAP 变化。转移熵(EEG 到 MAP)与 CRIB 评分相关(0.3-3 Hz:r = 0.428,p = 0.033,3-8 Hz:r = 0.44,p = 0.028,8-15 Hz:r = 0.416,p = 0.038),表明脑活动与血压之间的定向耦合水平较高与早产儿的疾病加重有关。这是第一项研究表明脑活动与血压之间相互作用的非线性测量及其与早产儿初始疾病严重程度的关系。研究结果使我们假设,早产儿的正常健康状况可以通过大脑活动与 MAP 之间的非线性耦合来描述,而存在具有独特信息流方向性的弱耦合与早产儿的死亡率增加有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ead9/6014641/1ae29951420c/pone.0199587.g001.jpg

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