Assessing Complexity and Causality in Heart Period Variability through a Model-Free Data-Driven Multivariate Approach

2017 ◽  
pp. 117-140
Author(s):  
Alberto Porta ◽  
Luca Faes ◽  
Giandomenico Nollo ◽  
Anielle C. M. Takahashi ◽  
Aparecida M. Catai
1999 ◽  
Vol 13 (1) ◽  
pp. 18-26 ◽  
Author(s):  
Rudolf Stark ◽  
Alfons Hamm ◽  
Anne Schienle ◽  
Bertram Walter ◽  
Dieter Vaitl

Abstract The present study investigated the influence of contextual fear in comparison to relaxation on heart period variability (HPV), and analyzed differences in HPV between low and high anxious, nonclinical subjects. Fifty-three women participated in the study. Each subject underwent four experimental conditions (control, fear, relaxation, and a combined fear-relaxation condition), lasting 10 min each. Fear was provoked by an unpredictable aversive human scream. Relaxation should be induced with the aid of verbal instructions. To control for respiratory effects on HPV, breathing was paced at 0.2 Hz using an indirect light source. Besides physiological measures (HPV measures, ECG, respiration, forearm EMG, blood pressure), emotional states (pleasure, arousal, dominance, state anxiety) were assessed by subjects' self-reports. Since relaxation instructions did not have any effect neither on the subjective nor on the physiological variables, the present paper focuses on the comparison of the control and the fear condition. The scream reliably induced changes in both physiological and self-report measures. During the fear condition, subjects reported more arousal and state anxiety as well as less pleasure and dominance. Heart period decreased, while EMG and diastolic blood pressure showed a tendency to increase. HPV remained largely unaltered with the exception of the LF component, which slightly decreased under fear induction. Replicating previous findings, trait anxiety was negatively associated with HPV, but there were no treatment-specific differences between subjects with low and high trait anxiety.


1990 ◽  
Vol 3 (1) ◽  
pp. 47-54 ◽  
Author(s):  
John A. Messenheimer ◽  
Stephen R. Quint ◽  
Michael B. Tennison ◽  
Pattye Keaney

1992 ◽  
Vol 11 (1) ◽  
pp. 125-129 ◽  
Author(s):  
J. L. Fleiss ◽  
J. T. Bigger ◽  
L. M. Rolnitzky

2008 ◽  
Vol 295 (2) ◽  
pp. R550-R557 ◽  
Author(s):  
A. Porta ◽  
K. R. Casali ◽  
A. G. Casali ◽  
T. Gnecchi-Ruscone ◽  
E. Tobaldini ◽  
...  

We exploit time reversibility analysis, checking the invariance of statistical features of a series after time reversal, to detect temporal asymmetries of short-term heart period variability series. Reversibility indexes were extracted from 22 healthy fetuses between 16th to 40th wk of gestation and from 17 healthy humans (aged 21 to 54, median = 28) during graded head-up tilt with table inclination angles randomly selected inside the set {15, 30, 45, 60, 75, 90}. Irreversibility analysis showed that nonlinear dynamics observed in short-term heart period variability are mostly due to asymmetric patterns characterized by bradycardic runs shorter than tachycardic ones. These temporal asymmetries were 1) more likely over short temporal scales than over longer, dominant ones; 2) more frequent during the late period of pregnancy (from 25th to 40th week of gestation); 3) significantly present in healthy humans at rest in supine position; 4) more numerous during 75 and 90° head-up tilt. Results suggest that asymmetric patterns observable in short-term heart period variability might be the result of a fully developed autonomic regulation and that an important shift of the sympathovagal balance toward sympathetic predominance (and vagal withdrawal) can increase their presence.


1982 ◽  
Vol 19 (4) ◽  
pp. 426-432 ◽  
Author(s):  
Brandon G. Yongue ◽  
Philip M. McCabe ◽  
Stephen W. Porges ◽  
Margaret Rivera ◽  
Susan L. Kelley ◽  
...  

1996 ◽  
Vol 9 (1) ◽  
pp. 27-34 ◽  
Author(s):  
Bradley V. Vaughn ◽  
Stephen R. Quint ◽  
Michael B. Tennison ◽  
John A. Messenheimer

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