DocumentCode :
3562303
Title :
Investigation of baroreflex autonomic control by spectral coherence of fMRI independent components and neck suction stimulation signal
Author :
Mancini, Matteo ; Mattei, Eugenio ; Censi, Federica ; Basile, Barbara ; Bozzali, Marco ; Calcagnini, Giovanni
Author_Institution :
Dept. of Eng., Univ. degli Studi di Roma Tre, Rome, Italy
fYear :
2014
Firstpage :
1005
Lastpage :
1008
Abstract :
Functional Magnetic Resonance Imaging (fMRI) has proved to be a powerful technique for the analysis of the central autonomic control on the cardiovascular system. The carotid stimulation represents a viable non-invasive tool to investigate the brain areas involved in the central autonomic control. In this paper a resting-state fMRI protocol has been carried out on normal subjects, during bilateral carotid stimulation by neck suction using a custom MRI-compliant device. Two suction levels (60 mmHg and 10 mmHg) were applied in two consecutive sessions, using rectangular pulses with a duration of 8 s spaced by 4 s. To detect the brain region involved in processing the carotid baroreceptor efferent signals, a combined approach of independent component analysis (ICA) and spectral coherence (SC) has been used: ICs have been estimated from fMRI data using the GIFT toolbox, the SC between each IC and the neck stimulation signal has been computed, and finally we have identified the stimulusrelated ICs on the basis of the spectral coherence at the frequency of interest. SC greater than 0.5 were observed in all but one subjects, during the neck suction at 60 mmHg. The SC significantly dropped during the stimulation at IO mmHg. Frequency analysis of the neck suction stimulation signal in conjunction with ICA of fMRI can identifY the brain structures involved in the central processing and integration of afferent signals from the carotid baroreceptors in healthy human subjects.
Keywords :
biological organs; biomedical MRI; cardiovascular system; independent component analysis; medical signal processing; neurophysiology; physiological models; GIFT toolbox; baroreflex autonomic control investigation; bilateral carotid stimulation; brain region; cardiovascular system; carotid baroreceptor efferent signals; carotid baroreceptors; custom MRI-compliant device; functional magnetic resonance imaging; independent component analysis; neck suction stimulation signal; rectangular pulses; resting-state fMRI protocol; spectral coherence; Abstracts; Baroreflex; Coherence; Neck; Neuroimaging; Resonant frequency;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology Conference (CinC), 2014
ISSN :
2325-8861
Print_ISBN :
978-1-4799-4346-3
Type :
conf
Filename :
7043215
Link To Document :
بازگشت