DocumentCode :
139347
Title :
The effects of long chain polyunsaturated fatty acids on local activation properties in dogs vulnerable to atrial fibrillation
Author :
Abdulmajeed, R. ; Ramadeen, A. ; Masse, S. ; Foomany, F.H. ; Balasundaram, K. ; Hu, Xiaonan ; Nanthakumar, K. ; Dorian, P. ; Umapathy, K.
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
1067
Lastpage :
1070
Abstract :
Marine derived long chain polyunsaturated fatty acids (PUFAs) were found to have benefits in reducing inducibility and maintenance of atrial fibrillation (AF) in a dog model. This study was conducted to evaluate the effect of PUFAs on local atrial electrical conduction properties acquired via a multi-electrode plaque sutured to the posterior wall of the left atrium of the heart in these dogs. Eleven dogs underwent simultaneous atrioventricular pacing (SAVP) for 2 weeks, and were organized into 2 groups: 5 dogs received no PUFAs (SAVP-PLACEBO), 6 dogs received Eicosapentaenoic or Docosahexaenoic acid derived from fish oils (SAVP-PUFA), where PUFAs were given for 21 days, starting 1 week prior to pacing and during the 2 week pacing period. Three features were extracted, which were the average conduction velocity, average intra atrial conduction time, and total activation time. The PUFA group had a faster average conduction velocity (0.82±0.19 m/s) than the PLACEBO group (0.47±0.21 m/s, P=0.02). Using the average conduction velocity feature, classification was performed with a linear classifier and leave-one-out method. In the SAVP-PLACEBO group, 60% of the dogs were correctly classified, and 66% of the dogs were correctly classified in SAVP-PUFA group, leading to an overall classification accuracy of 63.5%.
Keywords :
bioelectric potentials; biomedical electrodes; diseases; electrical conductivity; feature extraction; medical image processing; organic compounds; SAVP-PLACEBO group; atrial fibrillation; average conduction velocity feature extraction; docosahexaenoic acid; dog model; eicosapentaenoic acid; fish oils; heart left atrium; leave-one-out method; linear classifier method; local activation properties; local atrial electrical conduction properties; marine derived long chain polyunsaturated fatty acids; multielectrode plaque; posterior wall; simultaneous atrioventricular pacing; time 1 week; time 2 week; time 21 day; Arrays; Dogs; Electrodes; Feature extraction; Heart; Image color analysis; Software;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6943778
Filename :
6943778
Link To Document :
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