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Joint symbolic dynamics analysis of heart rate and systolic blood pressure interactions in dilated cardiomyopathy

机译:扩张心肌病的心率和收缩压相互作用的联合象征动力学分析

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The dilated cardiomyopathy (DCM) induces important changes in the autonomic control. Measures of heart rate (HR) variability and systolic blood pressure (SP) variability are sensitive to those changes. The interactions between HR and SP are rather complex and strongly non-linear. We introduced the joint symbolic dynamics (JSD) as a new short-term high resolution non-linear analysis method to investigate the complex interactions between HR and SP. Continuous non-invasive 30 minutes blood pressure recordings (Portapres) of 25 patients with DCM and 27 healthy controls (CON) were analyzed. HR and SP were extracted from the blood pressure time series on a beat-to-beat basis. Using the concept of JSD, HR and SP dynamics were transformed into a bivariate symbol vector. Subsequently, this symbol vector was transformed into a word series (words consisting of three successive symbols) and the probability of occurrence of each word type was calculated and compared between both groups. We found significant differences (partly p<0.01) in six word types between DCM and CON. JSD provides an efficient non-linear presentation of HR and SP interactions that offer rather simple physiological interpretations and seems to be particularly suitable for risk in patients with dilated cardiomyopathy.
机译:扩张的心肌病(DCM)引起自主控制的重要变化。心率(HR)可变性和收缩压(SP)可变性对这些变化敏感。 HR和SP之间的相互作用相当复杂,强烈地非线性。我们介绍了联合符号动态(JSD)作为一种新的短期高分辨率非线性分析方法,用于研究人力资源和SP之间的复杂相互作用。分析了连续的无侵入式30分钟血压记录(Portapres)的25例DCM和27例健康对照(CON)。 HR和SP从血压时间序列中提取,以拍摄节拍为基础。使用JSD的概念,HR和SP动态被转换为一体的符号向量。随后,将该符号向量转换为单词系列(由三个连续符号组成的单词),并且计算每个单词类型的发生概率并在两个组之间进行比较。我们在DCM和CON之间发现了六种单词类型中的显着差异(部分p <0.01)。 JSD提供了高效的非线性呈现HR和SP相互作用,提供了相当简单的生理解释,似乎特别适用于扩张心肌病的患者的风险。

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