Riganello Francesco, Vatrano Martina, Tonin Paolo, Cerasa Antonio, Cortese Maria Daniela
S. Anna Institute, Via Siris 11, 88900 Crotone, Italy.
Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98100 Messina, Italy.
Entropy (Basel). 2023 Jan 12;25(1):152. doi: 10.3390/e25010152.
the ability to suppress/regulate impulsive reactions has been identified as common factor underlying the performance in all executive function tasks. We analyzed the HRV signals (power of high (HF) and low (LF) frequency, Sample Entropy (SampEn), and Complexity Index (CI)) during the execution of cognitive tests to assess flexibility, inhibition abilities, and rule learning.
we enrolled thirty-six healthy subjects, recording five minutes of resting state and two tasks of increasing complexity based on 220 visual stimuli with 12 × 12 cm red and white squares on a black background.
at baseline, CI was negatively correlated with age, and LF was negatively correlated with SampEn. In Task 1, the CI and LF/HF were negatively correlated with errors. In Task 2, the reaction time positively correlated with the CI and the LF/HF ratio errors. Using a binary logistic regression model, age, CI, and LF/HF ratio classified performance groups with a sensitivity and specificity of 73 and 71%, respectively.
this study performed an important initial exploration in defining the complex relationship between CI, sympathovagal balance, and age in regulating impulsive reactions during cognitive tests. Our approach could be applied in assessing cognitive decline, providing additional information on the brain-heart interaction.
抑制/调节冲动反应的能力已被确定为所有执行功能任务表现的共同基础因素。我们在认知测试执行过程中分析了心率变异性(HRV)信号(高频(HF)和低频(LF)功率、样本熵(SampEn)和复杂度指数(CI)),以评估灵活性、抑制能力和规则学习。
我们招募了三十六名健康受试者,记录五分钟的静息状态以及基于220个视觉刺激的两个复杂度递增的任务,这些刺激是在黑色背景上的12×12厘米红白方块。
在基线时,CI与年龄呈负相关,LF与SampEn呈负相关。在任务1中,CI和LF/HF与错误呈负相关。在任务2中,反应时间与CI和LF/HF比值错误呈正相关。使用二元逻辑回归模型,年龄、CI和LF/HF比值对表现组进行分类,灵敏度和特异度分别为73%和71%。
本研究在定义CI、交感迷走神经平衡和年龄在认知测试中调节冲动反应的复杂关系方面进行了重要的初步探索。我们的方法可应用于评估认知衰退,提供关于脑心交互作用的额外信息。