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Inferring Cerebrovascular Changes from Latencies of Systemic and Intracranial Pulses: a Model-Based Latency Subtraction Algorithm

机译:从全身和颅内脉冲潜伏期推断脑血管变化:基于模型的潜伏期减法算法

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摘要

Changes in cerebral blood flow velocity (CBFV) pulse latency reflect pathophysiological changes of the cerebral vasculature based on the theory of pulse wave propagation. Timing CBFV pulse onset relative to ECG QRS is practical. However, it introduces confounding factors of extracranial origins for characterizing the cerebral vasculature. The present work introduces an approach of reducing confounding influences on CBFV latency. This correction approach is based on modeling the relationship between CBFV latency and systemic arterial blood pressure (ABP) pulse latency. It is tested using an existing data set of CBFV and ABP from 14 normal subjects undergoing pressure cuff tests under both normoxic and acute hypoxic states. The results show that the proposed CBFV latency correction approach produces a more accurate measure of cerebral vascular changes with an improved positive correlation between beat-to-beat CBFV and the CBFV latency time series, e.g., correlation coefficient raised from 0.643 to 0.836 for group-averaged cuff-deflation traces at normoxia. In conclusion, the present work suggests that subtraction of systemic ABP latency improves CBFV latency measurements, which in turn improves characterization of cerebral vascular changes.
机译:基于脉搏波传播的理论,脑血流速度(CBFV)脉冲潜伏期的变化反映了脑脉管系统的病理生理变化。相对于ECG QRS定时CBFV脉冲发作是可行的。但是,它引入了颅外起源的混杂因素来表征脑血管。本工作介绍了一种减少对CBFV延迟的混杂影响的方法。该校正方法基于对CBFV潜伏期与全身动脉血压(ABP)脉冲潜伏期之间关系的建模。使用现有的CBFV和ABP数据集对来自14名正常人的常态和急性低氧状态下进行压力袖带测试的数据进行了测试。结果表明,提出的CBFV潜伏期校正方法可产生更精确的脑血管变化测量值,同时逐搏CBFV和CBFV潜伏期时间序列之间具有正相关关系,例如,组间相关系数从0.643提高到0.836正常情况下平均袖带放气痕迹。总而言之,本研究表明减去系统性ABP潜伏期可改善CBFV潜伏期测量,进而改善脑血管变化的特征。

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