Literature DB >> 30441378

Multiscale Decomposition of Cardiovascular and Cardiorespiratory Information Transfer under General Anesthesia.

Luca Faes, Vlasta Bari, Marco Ranucci, Alberto Porta.   

Abstract

The analysis of short-term cardiovascular and cardiorespiratory regulation during altered conscious states, such as those induced by anesthesia, requires to employ time series analysis methods able to deal with the multivariate and multiscale nature of the observed dynamics. To meet this requirement, the present study exploits the extension to multiscale analysis of recently proposed information decomposition methods which allow to quantify, from short realizations, the amounts of joint, unique, redundant and synergistic information transferred within multivariate time series. These methods were applied to the spontaneous variability of heart period (HP), systolic arterial pressure (SAP) and respiration (RESP) in patients undergoing coronary artery bypass graft monitored before and after the induction of general anesthesia. We found that, after anesthesia induction, information is processed within the cardiovascular network in a scale-dependent way: at short time scales, a shift from synergistic to redundant information transferred from SAP and RESP to HP occurs, which is associated with enhanced baroreflex-mediated respiratory effects on arterial pressure; at longer time scales, the increased information transfer from SAP to HP denotes an enhancement of the baroreflex coupling related to slow cardiovascular oscillations.

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Year:  2018        PMID: 30441378     DOI: 10.1109/EMBC.2018.8513191

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


  1 in total

1.  Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress.

Authors:  Jana Krohova; Luca Faes; Barbora Czippelova; Zuzana Turianikova; Nikoleta Mazgutova; Riccardo Pernice; Alessandro Busacca; Daniele Marinazzo; Sebastiano Stramaglia; Michal Javorka
Journal:  Entropy (Basel)       Date:  2019-05-24       Impact factor: 2.524

  1 in total

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