Investigating dynamical information transfer in the brain following a TMS pulse: insights from structural architecture

被引:0
作者
Amico, Enrico [1 ,2 ]
Van Mierlo, Pieter [3 ]
Marinazzo, Daniele [2 ]
Laureys, Steven [4 ,5 ]
机构
[1] Univ Liege, Cyclotron Res Ctr, Coma Sci Grp, Liege, Belgium
[2] Univ Ghent, Dept Data Anal, Fac Psychol & Educ Sci, B-9000 Ghent, Belgium
[3] Univ Ghent, Dept Elect & Informat Syst, IBBT, Med Image & Signal Proc Grp, B-9000 Ghent, Belgium
[4] Univ Liege, Cyclotron Res Ctr, Coma Sci Grp, GIGA,Res Ctr, Liege, Belgium
[5] Univ Liege, Dept Neurol, Liege, Belgium
来源
2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2015年
关键词
FMRI DATA; CONNECTIVITY; DIFFUSION; MRI;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Transcranial magnetic stimulation (TMS) has been used for more than 20 years to investigate connectivity and plasticity in the human cortex. By combining TMS with high-density electroencephalography (hd-EEG), one can stimulate any cortical area and measure the effects produced by this perturbation in the rest of the cerebral cortex. The purpose of this paper is to investigate changes of information flow in the brain after TMS from a functional and structural perspective, using multimodal modeling of source reconstructed TMS/hd-EEG recordings and DTI tractography. We prove how brain dynamics induced by TMS is constrained and driven by its structure, at different spatial and temporal scales, especially when considering cross-frequency interactions. These results shed light on the function-structure organization of the brain network at the global level, and on the huge variety of information contained in it.
引用
收藏
页码:5396 / 5399
页数:4
相关论文
共 30 条
[1]   Adaptive AR modeling of nonstationary time series by means of Kalman filtering [J].
Arnold, M ;
Miltner, WHR ;
Witte, H ;
Bauer, R ;
Braun, C .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1998, 45 (05) :553-562
[2]   Tracking the time-varying cortical connectivity patterns by adaptive multivariate estimators [J].
Astolfi, L. ;
Cincotti, F. ;
Mattia, D. ;
Fallani, F. De Vico ;
Tocci, A. ;
Colosimo, A. ;
Salinari, S. ;
Marciani, M. G. ;
Hesse, W. ;
Witte, H. ;
Ursino, M. ;
Zavaglia, M. ;
Babiloni, F. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2008, 55 (03) :902-913
[3]   Estimation of the cortical functional connectivity with the multimodal integration of high-resolution EEG and fMRI data by directed transfer function [J].
Babiloni, F ;
Cincotti, F ;
Babiloni, C ;
Carducci, F ;
Mattia, D ;
Astolfi, L ;
Basilisco, A ;
Rossini, PM ;
Ding, L ;
Ni, Y ;
Cheng, J ;
Christine, K ;
Sweeney, J ;
He, B .
NEUROIMAGE, 2005, 24 (01) :118-131
[4]   Inferring microstructural features and the physiological state of tissues from diffusion-weighted images [J].
Basser, PJ .
NMR IN BIOMEDICINE, 1995, 8 (7-8) :333-344
[5]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198
[6]   Brain connectivity and postural control in young traumatic brain injury patients: A diffusion MRI based network analysis [J].
Caeyenberghs, K. ;
Leemans, A. ;
De Decker, C. ;
Heitger, M. ;
Drijkoningen, D. ;
Linden, C. Vander ;
Sunaert, S. ;
Swinnen, S. P. .
NEUROIMAGE-CLINICAL, 2012, 1 (01) :106-115
[7]   A Theoretically Based Index of Consciousness Independent of Sensory Processing and Behavior [J].
Casali, Adenauer G. ;
Gosseries, Olivia ;
Rosanova, Mario ;
Boly, Melanie ;
Sarasso, Simone ;
Casali, Karina R. ;
Casarotto, Silvia ;
Bruno, Marie-Aurelie ;
Laureys, Steven ;
Tononi, Giulio ;
Massimini, Marcello .
SCIENCE TRANSLATIONAL MEDICINE, 2013, 5 (198)
[8]   General indices to characterize the electrical response of the cerebral cortex to TMS [J].
Casali, Adenauer G. ;
Casarotto, Silvia ;
Rosanova, Mario ;
Mariotti, Maurizio ;
Massimini, Marcello .
NEUROIMAGE, 2010, 49 (02) :1459-1468
[9]  
Chu C., NEUROIMAGE
[10]   Subcortical substrates of TMS induced modulation of the cortico-cortical connectivity [J].
Groppa, Sergiu ;
Muthuraman, Muthuraman ;
Otto, Birte ;
Deuschl, Guenther ;
Siebner, Hartwig R. ;
Raethjen, Jan .
BRAIN STIMULATION, 2013, 6 (02) :138-146