Departament d'Enginyeria de Sistemas, Automàtica i Informàtica Industrial, Universitat Politècnica de Catalunya, Barcelona, Spain.
Med Eng Phys. 2013 Aug;35(8):1070-8. doi: 10.1016/j.medengphy.2012.11.004. Epub 2012 Nov 30.
Autonomic nervous system (ANS) is governed by complex interactions arising from feedback loops of nonlinear systems that operate over a wide range of temporal and spatial scales, enabling the organism to adapt to stress, metabolic changes and diseases. This study is aimed to assess multifractal and nonlinear characteristics of the ANS during ischemic events provoked by a prolonged percutaneous coronary intervention (PCI) procedure. Eighty-seven patients from the STAFF III database were used. Patients were classified into 2 groups: (1) with prior myocardial infarction (MI) and (2) without MI (noMI). R-R signals during three 3-min stages of the procedures were analyzed using multifractal and surrogate data techniques. Multifractal indices increased significantly from the pre-inflation stage to the post-deflation stage. These variations were more marked for the noMI group. Multifractal changes significantly correlated with both the decreased parasympathetic and the increased sympathetic modulations accounted by classical linear indices. Multifractal measures resulted to be a more powerful indicator than linear HRV indices in quantifying the ischemia-induced changes. Right coronary artery (RCA) occlusions provoke greater multifractal reactions throughout the PCI procedure. Our findings suggest reduced complex multifractal and nonlinear reactions of ANS activity in patients with prior MI in comparison to the noMI group, possibly due to degradation in the complexity of control mechanism of heart rate generation.
自主神经系统(ANS)由非线性系统的反馈环产生的复杂相互作用控制,这些系统在广泛的时间和空间尺度上运行,使生物体能够适应应激、代谢变化和疾病。本研究旨在评估在经皮冠状动脉介入治疗(PCI)过程中长时间缺血事件期间 ANS 的多重分形和非线性特征。使用了来自 STAFF III 数据库的 87 名患者。患者分为 2 组:(1)有先前心肌梗死(MI)和(2)无 MI(无 MI)。使用多重分形和替代数据技术分析了手术三个 3 分钟阶段的 R-R 信号。多重分形指数从充气前阶段到充气后阶段显著增加。无 MI 组的变化更为明显。多重分形变化与经典线性指数所表示的降低的副交感神经和增加的交感神经调节显著相关。多重分形测量结果比线性 HRV 指数更能有效地量化缺血引起的变化。右冠状动脉(RCA)闭塞在整个 PCI 过程中引起更大的多重分形反应。我们的研究结果表明,与无 MI 组相比,先前有 MI 的患者的 ANS 活动的复杂多重分形和非线性反应减少,这可能是由于心率产生的控制机制的复杂性降低所致。