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Study of Spectral Components of Ventricular Repolarization Variability by Multiple Correspondence Analysis

机译:多重对应分析的心室复极性变异的光谱分量研究

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In this study we propose a novel approach, based on multiple correspondences analysis (MCA), to identify the relationships between the spectral variables obtained from HRV signals and those from ventricular repolarization variability (VRV). Parameters were extracted from RR and RT time series from 47 ECG records from aerobic and anaerobic sportsmen and sedentary subject. These numerical variables were transformed in categorical variables using a 7 classes fuzzy coding and several MCA were carried out. Results show that: i) aerobic disciplines present more variability than anaerobic ones, ii) mean RT interval are longer in sportsmen than in control subjects, iii) only the low frequencies of the HRV and VRV series are correlated, evidencing the heart rate modulation on ventricular repolarization, iv) the high frequencies of the RT space seem to be inadequate markers for the characterization of the ANS modulation on ventricular repolarization.
机译:在本研究中,我们提出了一种基于多个关注分析(MCA)的新方法,以识别从HRV信号获得的光谱变量与来自心室复极化变异性(VRV)的频谱变量之间的关系。从有氧和厌氧运动员和久坐受试者的47个ECG记录中从RR和RT时间序列中提取参数。使用7个类模糊编码,在分类变量中转换这些数变量,并进行几种MCA。结果表明:i)有氧学科呈现比Anaerobic Iner的可变性更多,II)平均间隔比在运动员中比在控制主题中更长,III)只有HRV和VRV系列的低频都是相关的,证明心率调制室内复极化,IV)RT空间的高频似乎是不充分的标志物,用于表征心室复极化的ANS调节。

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