Title :
Differences in hemispherical thalamo-cortical causality analysis during resting-state fMRI
Author :
Anwar, Abdul Rauf ; Muthalib, Makii ; Perrey, Stephane ; Wolff, Stephan ; Deuschl, Guunther ; Heute, Ulrich ; Muthuraman, Muthuraman
Author_Institution :
Fac. of Electr. Eng., Digital Signal Process. & Syst. Theor., Univ. of Kiel, Kiel, Germany
Abstract :
Thalamus is a very important part of the human brain. It has been reported to act as a relay for the messaging taking place between the cortical and sub-cortical regions of the brain. In the present study, we analyze the functional network between both hemispheres of the brain with the focus on thalamus. We used conditional Granger causality (CGC) and time-resolved partial directed coherence (tPDC) to investigate the functional connectivity. Results of CGC analysis revealed the asymmetry between connection strengths of the bilateral thalamus. Upon testing the functional connectivity of the default-mode network (DMN) at low-frequency fluctuations (LFF) and comparing coherence vectors using Spearman´s rank correlation, we found that thalamus is a better source for the signals directed towards the contralateral regions of the brain, however, when thalamus acts as sink, it is a better sink for signals generated from ipsilateral regions of the brain.
Keywords :
biomedical MRI; brain; neurophysiology; CGC analysis; DMN; LFF; Spearman´s rank correlation; asymmetry; bilateral thalamus; brain contralateral regions; brain hemispheres; brain ipsilateral regions; coherence vectors; conditional Granger causality; connection strengths; default-mode network; functional connectivity; functional network; hemispherical thalamo-cortical causality analysis; human brain; low-frequency fluctuations; messaging relay; resting-state fMRI; sub-cortical regions; tPDC; time-resolved partial directed coherence; Brain modeling; Coherence; Correlation; Equations; Mathematical model; Time series analysis; Vectors;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943759