Dynamical Landscape of Heart Rhythm in Discerning Erratic Rhythm in Elderly People

D. Makowiec, D. Wejer, Joanna Wdowczyk, Marta Żarczyńska-Buchowiecka, Z. Struzik
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Abstract

We hypothesize that increase with age of short-term measures of heart rhythm [a way in which accelerations and decelerations appear], especially dynamical pattern indices [Transition Rates (ST) or self-Transfer Entropy (sTE)], provide indicates for unhealthy autonomic activity or cardiac tissue remodeling in elderly people. Hence they can help in early recognition of arrhythmogenesis processes. Based on properties of heart rhythm of 190 healthy persons, grouped into their age decade, we have found that both ST and sTE are efficient separators for discerning elderly people with erratic rhythm. The values in minimum in ST = 2.4 and minimum in sTE = 0.27, obtained by square function approximation, have been used to divide subjects of 70s and 80s into two groups. For all entropic measures these groups are different (p < 0.001, in t-test or Man-Whitney in case normality test failed). The fragmentation metrics [based on statistics of signs of heart rate changes] PPP and PAS also distingushed these groups though at greater p- value, and PSS yielded that the groups are identical. The minima of these function did not give satisfactory division of elderly into groups. Concluding, frequent changes in heart rate acceleration sign and size are the best signature for anomalous levels of short-term heart rate variability in elderly people.
心律动态景观在识别老年人不规则心律中的作用
我们假设,随着年龄的增长,心律的短期测量(出现加速和减速的一种方式),特别是动态模式指数(转换率(ST)或自转移熵(sTE))的增加,为老年人不健康的自主神经活动或心脏组织重塑提供了指示。因此,它们可以帮助早期识别心律失常的发生过程。根据190名健康人按年龄分组的心律特征,我们发现ST和sTE都是识别心律不稳定老年人的有效分隔器。采用平方函数近似得到ST = 2.4的最小值和sTE = 0.27的最小值,将70岁和80岁的受试者分为两组。对于所有熵测量,这些组都是不同的(p < 0.001,在t检验或Man-Whitney检验中,如果正态性检验失败)。碎片化指标(基于心率变化迹象的统计数据)PPP和PAS也区分了这些组,尽管p值更大,而PSS表明两组是相同的。这些函数的最小值并没有给出令人满意的老年人群体划分。总之,心率加速标志和大小的频繁变化是老年人短期心率变异性异常水平的最佳标志。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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