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

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.

[1]  Filippo Cavallo,et al.  Evaluation of an Integrated System of Wearable Physiological Sensors for Stress Monitoring in Working Environments by Using Biological Markers , 2018, IEEE Transactions on Biomedical Engineering.

[2]  Luca Citi,et al.  Force–Velocity Assessment of Caress-Like Stimuli Through the Electrodermal Activity Processing: Advantages of a Convex Optimization Approach , 2017, IEEE Transactions on Human-Machine Systems.

[3]  Hugo F. Posada-Quintero,et al.  Power Spectral Density Analysis of Electrodermal Activity for Sympathetic Function Assessment , 2016, Annals of Biomedical Engineering.

[4]  B. Friedman,et al.  Autonomic responses to lateralized cold pressor and facial cooling tasks. , 2015, Psychophysiology.

[5]  Wan-Hua Lin,et al.  Time-frequency analysis of heart rate variability during the cold pressor test using a time-varying autoregressive model , 2015, Physiological measurement.

[6]  Luca Citi,et al.  Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics , 2014, Scientific Reports.

[7]  Luca Citi,et al.  Point-Process Nonlinear Models With Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics , 2013, IEEE Transactions on Signal Processing.

[8]  L. Mulder,et al.  The utility of low frequency heart rate variability as an index of sympathetic cardiac tone: a review with emphasis on a reanalysis of previous studies. , 2013, Psychophysiology.

[9]  L. Mourot,et al.  Effects of the cold pressor test on cardiac autonomic control in normal subjects. , 2009, Physiological research.

[10]  Tracey L Weissgerber,et al.  Cold pressor test protocol to evaluate cardiac autonomic function. , 2006, Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme.

[11]  Jian Cui,et al.  Baroreflex modulation of muscle sympathetic nerve activity during cold pressor test in humans. , 2002, American journal of physiology. Heart and circulatory physiology.

[12]  H. Critchley Electrodermal responses: what happens in the brain. , 2002, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[13]  Catherine M. Stoney,et al.  Depressed Mood Is Related to High-Frequency Heart Rate Variability During Stressors , 2000, Psychosomatic medicine.

[14]  A. Malliani,et al.  Heart rate variability. Standards of measurement, physiological interpretation, and clinical use , 1996 .

[15]  J. Kampine,et al.  Clonidine reduces sympathetic activity but maintains baroreflex responses in normotensive humans. , 1992, Anesthesiology.

[16]  K. Matthews,et al.  Cardiovascular Reactivity to the Cold Pressor Test as a Predictor of Hypertension , 1989, Hypertension.