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早产儿血压与脑活动之间相互作用的建模

Modelling interactions between blood pressure and brain activity in preterm neonates.

作者信息

Semenova Oksana, Lightbody Gordon, O'Toole John M, Boylan Geraldine, Dempsey Eugene, Temko Andriy

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3969-3972. doi: 10.1109/EMBC.2017.8037725.

Abstract

Hypotension or low blood pressure (BP) is a common problem in preterm neonates and has been associated with adverse short and long-term outcomes. Deciding when and whether to treat hypotension relies on an understanding of the relations between blood pressure and brain function. This study aims to investigate the interaction between BP and multichannel EEG in preterm infants less than 32 weeks gestational age. The mutual information is chosen to model interaction. This measure is independent of absolute values of BP and electroencephalography (EEG) power and quantifies the level of coupling between the short-term dynamics in both signals. It is shown that while adverse health conditions as measured by higher clinical risk indices for babies (CRIB II) are accompanied by consistently lower blood pressure (r=0.43), no significant correlation was observed between CRIB scores and EEG spectral power. More importantly, the chosen measure of interaction between dynamics of EEG and BP was found to be more closely related to CRIB scores (r=0.49, p-value=0.012), with higher CRIB score associated with lower levels of interaction.

摘要

低血压或血压(BP)低是早产儿常见的问题,并且与不良的短期和长期预后相关。决定何时以及是否治疗低血压依赖于对血压与脑功能之间关系的理解。本研究旨在调查胎龄小于32周的早产儿血压与多通道脑电图(EEG)之间的相互作用。选择互信息来模拟相互作用。该测量独立于血压和脑电图(EEG)功率的绝对值,并量化两个信号中短期动态之间的耦合水平。结果表明,虽然以较高的婴儿临床风险指数(CRIB II)衡量的不良健康状况伴随着持续较低的血压(r = 0.43),但在CRIB评分与EEG频谱功率之间未观察到显著相关性。更重要的是,发现所选择的EEG与BP动态之间相互作用的测量与CRIB评分更密切相关(r = 0.49;p值= 0.012),CRIB评分越高,相互作用水平越低。

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