Makowiec Danuta, Wejer Dorota, Kaczkowska Agnieszka, Żarczyńska-Buchowiecka Marta, Struzik Zbigniew R
Institute of Theoretical Physics and Astrophysics, University of Gdańsk , Gdańsk , Poland.
Faculty of Applied Physics and Mathematics, Gdańsk University of Technology , Gdańsk , Poland.
Front Physiol. 2015 Jul 14;6:201. doi: 10.3389/fphys.2015.00201. eCollection 2015.
Beat-to-beat changes in the heart period are transformed into a network of increments between subsequent RR-intervals, which enables graphical descriptions of short-term heart period variability. Three types of such descriptions are considered: (1) network graphs arising from a set of vertices and directed edges, (2) contour plots of adjacency matrices A, representing the networks and transition matrices T, resulting from A, and (3) vector plots of gradients of the matrices A and T. Two indices are considered which summarize properties of A and T: the approximate deceleration capacity and the entropy rate. The method, applied to time series of nocturnal RR-intervals recorded from healthy subjects of different ages, reveals important aspect of changes in the autonomic activity caused by biological aging. Independent of the subject's age, following accelerations, a pendulum-like dynamics appears. With decelerations, this dynamics develops in line with the subject's age. This aging transition can be graphically visualized by vectors connecting the maxima of the transition probabilities of T, which, metaphorically, resemble a chronometer or the hands of a clock.
心跳周期的逐搏变化被转化为后续RR间期之间的增量网络,这使得能够对短期心跳周期变异性进行图形描述。考虑了三种这样的描述类型:(1) 由一组顶点和有向边产生的网络图,(2) 表示网络的邻接矩阵A和由A得到的转移矩阵T的等高线图,以及(3) 矩阵A和T的梯度向量图。考虑了两个总结A和T属性的指标:近似减速能力和熵率。该方法应用于从不同年龄健康受试者记录的夜间RR间期时间序列,揭示了生物衰老引起的自主神经活动变化的重要方面。与受试者年龄无关,在加速之后,会出现类似钟摆的动力学。在减速时,这种动力学随受试者年龄而发展。这种衰老转变可以通过连接T的转移概率最大值的向量以图形方式可视化,这些向量在比喻意义上类似于一个精密计时器或时钟的指针。