Spatiotemporal Reconfiguration of Large-Scale Brain Functional Networks during Propofol-Induced Loss of Consciousness

被引:120
作者
Schroeter, Manuel S. [1 ,2 ,3 ]
Spoormaker, Victor I. [2 ]
Schorer, Anna [1 ]
Wohlschlaeger, Afra [4 ]
Czisch, Michael [2 ]
Kochs, Eberhard F. [3 ]
Zimmer, Claus [4 ]
Hemmer, Bernhard [1 ]
Schneider, Gerhard [3 ,5 ]
Jordan, Denis [3 ]
Ilg, Ruediger [1 ]
机构
[1] Tech Univ Munich, Klinikum Rechts Isar, Dept Neurol, D-81675 Munich, Germany
[2] Max Planck Inst Psychiat, D-80804 Munich, Germany
[3] Tech Univ Munich, Klinikum Rechts Isar, Dept Anesthesiol, D-81675 Munich, Germany
[4] Tech Univ Munich, Klinikum Rechts Isar, Dept Neuroradiol, D-81675 Munich, Germany
[5] Univ Witten Herdecke, HELIOS Clin Wuppertal, Dept Anesthesiol, D-42283 Wuppertal, Germany
关键词
DEFAULT-MODE NETWORK; CEREBRAL-BLOOD-FLOW; CORTICAL EFFECTIVE CONNECTIVITY; SMALL-WORLD; LOW-FREQUENCY; GENERAL-ANESTHESIA; ALTERED STATES; GLOBAL SIGNAL; FLUCTUATIONS; CORTEX;
D O I
10.1523/JNEUROSCI.6046-11.2012
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Applying graph theoretical analysis of spontaneous BOLD fluctuations in functional magnetic resonance imaging (fMRI), we investigated whole-brain functional connectivity of 11 healthy volunteers during wakefulness and propofol-induced loss of consciousness (PI-LOC). After extraction of regional fMRI time series from 110 cortical and subcortical regions, we applied a maximum overlap discrete wavelet transformation and investigated changes in the brain's intrinsic spatiotemporal organization. During PI-LOC, we observed a breakdown of subcortico-cortical and corticocortical connectivity. Decrease of connectivity was pronounced in thalamocortical connections, whereas no changes were found for connectivity within primary sensory cortices. Graph theoretical analyses revealed significant changes in the degree distribution and local organization metrics of brain functional networks during PI-LOC: compared with a random network, normalized clustering was significantly increased, as was small-worldness. Furthermore we observed a profound decline in long-range connections and a reduction in whole-brain spatiotemporal integration, supporting a topological reconfiguration during PI-LOC. Our findings shed light on the functional significance of intrinsic brain activity as measured by spontaneous BOLD signal fluctuations and help to understand propofol-induced loss of consciousness.
引用
收藏
页码:12832 / 12840
页数:9
相关论文
共 101 条
[71]   CONTROLLED SEDATION WITH ALPHAXALONE-ALPHADOLONE [J].
RAMSAY, MAE ;
SAVEGE, TM ;
SIMPSON, BRJ ;
GOODWIN, R .
BRITISH MEDICAL JOURNAL, 1974, 2 (5920) :656-659
[72]   Complex network measures of brain connectivity: Uses and interpretations [J].
Rubinov, Mikail ;
Sporns, Olaf .
NEUROIMAGE, 2010, 52 (03) :1059-1069
[73]   Weight-conserving characterization of complex functional brain networks [J].
Rubinov, Mikail ;
Sporns, Olaf .
NEUROIMAGE, 2011, 56 (04) :2068-2079
[74]   Development of the Brain's Default Mode Network from Wakefulness to Slow Wave Sleep [J].
Saemann, Philipp G. ;
Wehrle, Renate ;
Hoehn, David ;
Spoormaker, Victor I. ;
Peters, Henning ;
Tully, Carolin ;
Holsboer, Florian ;
Czisch, Michael .
CEREBRAL CORTEX, 2011, 21 (09) :2082-2093
[75]   Undirected graphs of frequency-dependent functional connectivity in whole brain networks [J].
Salvador, R ;
Suckling, J ;
Schwarzbauer, C ;
Bullmore, ET .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 360 (1457) :937-946
[76]   Neural basis of global resting-state fMRI activity [J].
Schoelvinck, Marieke L. ;
Maier, Alexander ;
Ye, Frank Q. ;
Duyn, Jeff H. ;
Leopold, David A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (22) :10238-10243
[77]   Brain functional integration decreases during propofol-induced loss of consciousness [J].
Schrouff, Jessica ;
Perlbarg, Vincent ;
Boly, Melanie ;
Marrelec, Guillaume ;
Boveroux, Pierre ;
Vanhaudenhuyse, Audrey ;
Bruno, Marie-Aurelie ;
Laureys, Steven ;
Phillips, Christophe ;
Pelegrini-Issac, Melanie ;
Maquet, Pierre ;
Benali, Habib .
NEUROIMAGE, 2011, 57 (01) :198-205
[78]   Negative edges and soft thresholding in complex network analysis of resting state functional connectivity data [J].
Schwarz, Adam J. ;
McGonigle, John .
NEUROIMAGE, 2011, 55 (03) :1132-1146
[79]   Dissociable intrinsic connectivity networks for salience processing and executive control [J].
Seeley, William W. ;
Menon, Vinod ;
Schatzberg, Alan F. ;
Keller, Jennifer ;
Glover, Gary H. ;
Kenna, Heather ;
Reiss, Allan L. ;
Greicius, Michael D. .
JOURNAL OF NEUROSCIENCE, 2007, 27 (09) :2349-2356
[80]   Low-frequency fluctuations in the cardiac rate as a source of variance in the resting-state fMRI BOLD signal [J].
Shmueli, Karin ;
van Gelderen, Peter ;
de Zwart, Jacco A. ;
Horovitz, Silvina G. ;
Fukunaga, Masaki ;
Jansma, J. Martijn ;
Duyn, Jeff H. .
NEUROIMAGE, 2007, 38 (02) :306-320