Gomolka Ryszard S, Kampusch Stefan, Kaniusas Eugenijus, Thürk Florian, Széles Jozsef C, Klonowski Wlodzimierz
Nalecz Institute of Biocybernetics and Biomedical Engineering, Polish Academy of Sciences, Warsaw, Poland.
Institute of Electrodynamics, Microwave and Circuit Engineering, TU Wien, Vienna, Austria.
Front Physiol. 2018 Aug 21;9:1162. doi: 10.3389/fphys.2018.01162. eCollection 2018.
Analysis of heart rate variability (HRV) can be applied to assess the autonomic nervous system (ANS) sympathetic and parasympathetic activity. Since living systems are non-linear, evaluation of ANS activity is difficult by means of linear methods. We propose to apply the Higuchi fractal dimension (HFD) method for assessment of ANS activity. HFD measures complexity of the HRV signal. We analyzed 45 RR time series of 84 min duration each from nine healthy and five diabetic subjects with clinically confirmed long-term diabetes mellitus type II and with diabetic foot ulcer lasting more than 6 weeks. Based on HRV time series complexity analysis we have shown that HFD: (1) discriminates healthy subjects from patients with diabetes mellitus type II; (2) assesses the impact of percutaneous auricular vagus nerve stimulation (pVNS) on ANS activity in normal and diabetic conditions. Thus, HFD may be used during pVNS treatment, to provide stimulation feedback for on-line regulation of therapy in a fast and robust way.
心率变异性(HRV)分析可用于评估自主神经系统(ANS)的交感神经和副交感神经活动。由于生物系统是非线性的,因此采用线性方法难以评估ANS活动。我们建议应用 Higuchi 分形维数(HFD)方法来评估 ANS 活动。HFD 可测量 HRV 信号的复杂性。我们分析了来自 9 名健康受试者和 5 名糖尿病受试者的 45 个 RR 时间序列,每个序列持续 84 分钟,这些糖尿病受试者均经临床确诊为 II 型长期糖尿病且患有持续超过 6 周的糖尿病足溃疡。基于 HRV 时间序列复杂性分析,我们发现 HFD:(1)能够区分健康受试者和 II 型糖尿病患者;(2)可评估经皮耳迷走神经刺激(pVNS)在正常和糖尿病状态下对 ANS 活动的影响。因此,在 pVNS 治疗期间可使用 HFD,以快速且可靠的方式为治疗的在线调节提供刺激反馈。