Porta Alberto, Fantinato Angela, Bari Vlasta, Cairo Beatrice, De Maria Beatrice, Bertoldo Enrico Giuseppe, Fiolo Valentina, Callus Edward, De Vincentiis Carlo, Volpe Marianna, Molfetta Raffaella, Ranucci Marco
Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:2569-2572. doi: 10.1109/EMBC44109.2020.9175321.
We assessed the effect of surgical aortic valve replacement (SAVR) on cardiovascular and cerebrovascular controls with particular attention to their complexity and presence of nonlinear behaviors via the analysis of spontaneous variability of heart period (HP), systolic and diastolic arterial pressure (SAP and DAP) and mean cerebral blood flow (MCBF). Variability series were acquired before (PRE) and after (POST) SAVR in 12 patients (age: 76±4.7 yrs, 7 males) at rest in supine position and during active standing. Complexity was assessed via a local nonlinear prediction approach exploiting the k-nearest neighbor strategy. The presence of nonlinear dynamics was checked by comparing the complexity marker computed over the original series with the distribution of values assessed over 100 surrogates preserving distribution and power spectral density of the original series but with random phases. We found that: i) HP variance was significantly reduced in POST; ii) the complexity of SAP and DAP variabilities increased in POST with a greater likelihood of observing nonlinear dynamics over SAP compared to PRE at supine rest; iii) the amplitude of MCBF fluctuations and its complexity in POST remained similar to PRE. SAVR induces important changes of the cardiac and vascular autonomic controls, while cerebrovascular regulation seems to be less affected.
我们通过分析心率间期(HP)、收缩压和舒张压(SAP和DAP)以及平均脑血流量(MCBF)的自发变异性,评估了外科主动脉瓣置换术(SAVR)对心血管和脑血管调控的影响,特别关注其复杂性和非线性行为的存在情况。在12例患者(年龄:76±4.7岁,7例男性)仰卧位休息和主动站立时,在SAVR术前(PRE)和术后(POST)采集变异性序列。通过利用k近邻策略的局部非线性预测方法评估复杂性。通过将原始序列上计算的复杂性标记与在保留原始序列分布和功率谱密度但具有随机相位的100个替代序列上评估的值的分布进行比较,来检查非线性动力学的存在情况。我们发现:i)术后HP方差显著降低;ii)术后SAP和DAP变异性的复杂性增加,与仰卧位休息时的术前相比,术后SAP出现非线性动力学的可能性更大;iii)术后MCBF波动幅度及其复杂性与术前相似。SAVR引起心脏和血管自主神经调控的重要变化,而脑血管调节似乎受影响较小。