6533b86efe1ef96bd12cb583

RESEARCH PRODUCT

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

Marco RanucciAlberto PortaLuca FaesVlasta Barip

subject

MaleInformation transferMultivariate statisticsRespiratory SystemBiomedical EngineeringBlood PressureHealth InformaticsAnesthesia GeneralBaroreflexCardiovascular System01 natural sciences010305 fluids & plasmasElectrocardiographyHeart Rate0103 physical sciencesRespirationHumansMedicine010306 general physicsAged1707Aged 80 and overbusiness.industryCardiorespiratory fitnessBaroreflexMiddle AgedMultiscale decompositionBlood pressuremedicine.anatomical_structureAnesthesiaSignal ProcessingSettore ING-INF/06 - Bioingegneria Elettronica E InformaticaFemalebusinessArtery

description

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.

10.1109/embc.2018.8513191http://hdl.handle.net/10447/352682