Literature DB >> 30441042

A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study.

S Ghiasi, A Grecol, M Nardelli, V Catrambonel, R Barbieri, E P Scilingo, G Valenza.   

Abstract

Sympathovagal balance, an autonomic index resulting from the sympathetic and parasympathetic influences on cardiovascular control, has been extensively used in the research practice. The current assessment is based on analyzing Heart Rate Variability (HRV) series in the frequency domain by regarding the ratio between the low and high frequency components (LF/HF). Nevertheless, LF and HF powers are known to be both influenced by vagal activity which strongly bias the accuracy of this method. To this extent, in this study we combine time-varying estimates from electrodermal activity (EDA) and HRV to propose a novel index of sympathovagal balance. Particularly, sympathetic activity is estimated from the EDA power calculated within the 0.045-0.25Hz bandwidth $(EDA_{Symp})$, whereas parasympathetic dynamics is measured instantaneously through a point-process modeling framework devised for heartbeat dynamics $(HF_{pp})$. We test our new index $SV = EDA_{Symp/HF_{pp}}$ on data gathered from 22 healthy subjects (7 females and 15 males) undergoing a 3 minutes gold standard protocol for sympathetic elicitation as the cold-pressor test (CPT). Results show that the activation of the proposed sympathovagal tone is consistent with CPT elicitation and is associated with a significantly higher statistical discriminant power than the standard LF/HF ratio, also revealing different dynamics between female and male subjects.

Mesh:

Year:  2018        PMID: 30441042     DOI: 10.1109/EMBC.2018.8512932

Source DB:  PubMed          Journal:  Annu Int Conf IEEE Eng Med Biol Soc        ISSN: 2375-7477


  5 in total

1.  Heart Rate Variability in Healthy Subjects During Monitored, Short-Term Stress Followed by 24-hour Cardiac Monitoring.

Authors:  Zifan Gu; Vanessa C Zarubin; Katherine R Mickley Steinmetz; Carolyn Martsberger
Journal:  Front Physiol       Date:  2022-06-13       Impact factor: 4.755

2.  Promises and trust in human-robot interaction.

Authors:  Lorenzo Cominelli; Francesco Feri; Roberto Garofalo; Caterina Giannetti; Miguel A Meléndez-Jiménez; Alberto Greco; Mimma Nardelli; Enzo Pasquale Scilingo; Oliver Kirchkamp
Journal:  Sci Rep       Date:  2021-05-06       Impact factor: 4.379

3.  Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity.

Authors:  Sandya Subramanian; Patrick L Purdon; Riccardo Barbieri; Emery N Brown
Journal:  PLoS Comput Biol       Date:  2021-07-07       Impact factor: 4.475

Review 4.  Innovations in Electrodermal Activity Data Collection and Signal Processing: A Systematic Review.

Authors:  Hugo F Posada-Quintero; Ki H Chon
Journal:  Sensors (Basel)       Date:  2020-01-15       Impact factor: 3.576

5.  Autonomic Nervous System and Recall Modeling in Audiovisual Emotion-Mediated Advertising Using Partial Least Squares-Path Modeling.

Authors:  Óscar Barquero-Pérez; Miguel Angel Cámara-Vázquez; Alba Vadillo-Valderrama; Rebeca Goya-Esteban
Journal:  Front Psychol       Date:  2020-10-30
  5 in total

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