DocumentCode
3208577
Title
Complexity of heart rate variability in type 2 diabetes - effect of hyperglycemia
Author
Tarvainen, Mika P. ; Cornforth, David J. ; Kuoppa, P. ; Lipponen, J.A. ; Jelinek, Herbert F.
Author_Institution
Dept. of Appl. Phys., Univ. of Eastern Finland, Kuopio, Finland
fYear
2013
fDate
3-7 July 2013
Firstpage
5558
Lastpage
5561
Abstract
Heart rate variability (HRV) is reduced in diabetes mellitus (DM) patients, suggesting dysfunction of cardiac autonomic regulation which has been associated with increased risk for pathological cardiac events. In this paper, we examined changes in HRV complexity in association to blood glucose level (BGL) and duration of diabetes. Resting HRV and BGL measurements of 32 healthy controls and 54 type 2 DM (T2DM) patients were analyzed. HRV complexity was assessed using Shannon entropy, sample entropy (SampEn), multiscale entropy (MSE), and multiscale Renyi entropy. HRV complexity increased with hyperglycemia indicated by increases in Shannon entropy and MSE and decreases in Renyi entropy for negative orders. Diabetes duration was strongly associated with Renyi entropy which increased for positive orders and decreased for negative orders as a function of disease duration. Shannon entropy, SampEn and MSE did not correlate with disease duration.
Keywords
blood; diseases; electrocardiography; entropy; sugar; Renyi entropy; Shannon entropy; blood glucose level; cardiac autonomic regulation dysfunction; diabetes mellitus patients; electrocardiography; heart rate variability complexity; hyperglycemia; multiscale Renyi entropy; multiscale entropy; pathological cardiac events; sample entropy; type 2 diabetes; Complexity theory; Diabetes; Educational institutions; Entropy; Heart rate variability; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6610809
Filename
6610809
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