• DocumentCode
    3684836
  • Title

    General anesthesia reduces the information exchange between heart and circulation

  • Author

    Alberto Porta;Vlasta Bari;Andrea Marchi;Beatrice De Maria;Valeria Pistuddi;Marco Ranucci

  • Author_Institution
    Department of Biomedical Sciences for Health, University of Milan, Italy
  • fYear
    2015
  • Firstpage
    4029
  • Lastpage
    4032
  • Abstract
    The study demonstrates the ability of an information-theoretic measure, such as the transfer entropy (TE), in detecting the depression of the cardiac baroreflex control and circulatory-cardio mechanical feedforward link during propofol-induced general anesthesia. TE was computed from spontaneous variability of heart period (HP) and systolic arterial pressure (SAP) in patients undergoing coronary artery bypass graft (CABG). TE from SAP to HP and from HP to SAP were evaluated by accounting for the confounding effect of respiration (R) affecting both HP and SAP (i.e. TESAP→HP|R and TEHP→SAP|R respectively). Both TESAP→HP|R and TEHP→SAP|R decreased during general anesthesia, thus suggesting that the strength of the causal relation diminished over both arms of the closed loop HP-SAP control. The squared coherence function between HP and SAP confirmed the decreased HP-SAP coupling during general anesthesia, even though it could not distinguish directionality.
  • Keywords
    "Anesthesia","Baroreflex","Couplings","Heart","Entropy","Sensitivity","Feedforward neural networks"
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Electronic_ISBN
    1558-4615
  • Type

    conf

  • DOI
    10.1109/EMBC.2015.7319278
  • Filename
    7319278