Age-related alterations in the fractal scaling of cardiac interbeat interval dynamics

去趋势波动分析 心跳 数学 重新缩放范围 缩放比例 统计 噪音(视频) 心脏病学 医学 计算机科学 几何学 计算机安全 人工智能 图像(数学)
作者
Nikhil Iyengar,Chung‐Kang Peng,Raymond J. Morin,Ary L. Goldberger,Lewis A. Lipsitz
出处
期刊:American Journal of Physiology-regulatory Integrative and Comparative Physiology [American Physiological Society]
卷期号:271 (4): R1078-R1084 被引量:676
标识
DOI:10.1152/ajpregu.1996.271.4.r1078
摘要

We postulated that aging is associated with disruption in the fractallike long-range correlations that characterize healthy sinus rhythm cardiac interval dynamics. Ten young (21-34 yr) and 10 elderly (68-81 yr) rigorously screened healthy subjects underwent 120 min of continuous supine resting electrocardiographic recording. We analyzed the interbeat interval time series using standard time and frequency domain statistics and using a fractal measure, detrended fluctuation analysis, to quantify long-range correlation properties. In healthy young subjects, interbeat intervals demonstrated fractal scaling, with scaling exponents (alpha) from the fluctuation analysis close to a value of 1.0. In the group of healthy elderly subjects, the interbeat interval time series had two scaling regions. Over the short range, interbeat interval fluctuations resembled a random walk process (Brownian noise, alpha = 1.5), whereas over the longer range they resembled white noise (alpha = 0.5). Short (alpha s)- and long-range (alpha 1) scaling exponents were significantly different in the elderly subjects compared with young (alpha s = 1.12 +/- 0.19 vs. 0.90 +/- 0.14, respectively, P = 0.009; alpha 1 = 0.75 +/- 0.17 vs. 0.99 +/- 0.10, respectively, P = 0.002). The crossover behavior from one scaling region to another could be modeled as a first-order autoregressive process, which closely fit the data from four elderly subjects. This implies that a single characteristic time scale may be dominating heartbeat control in these subjects. The age-related loss of fractal organization in heartbeat dynamics may reflect the degradation of integrated physiological regulatory systems and may impair an individual's ability to adapt to stress.
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