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
Link To Document