Functional resting state networks characterization through global network measurements for patients with disorders of consciousness

作者: Darwin E Martínez , Johann H Martínez , Jorge Rudas , Athena Demertzi , Lizette Heine

DOI: 10.1109/COLUMBIANCC.2015.7333436

关键词:

摘要: Disorders of consciousness (DOC) is a consequence severe brain injuries. DOC diagnosis quite challenging because it may require patient collaboration. Investigations activity in resting conditions propose that healthy organized into large-scale state networks (RSNs) sensory/cognitive relevance. The complete set RSN together with their corresponding interaction induce functional network connectivity (FNC). Recently, the pattern between pairs RSNs have been explored as biomarker loss consciousness. role this FNC remains poorly understood. In work, we to use analysis method explore complex properties induced by among RSNs. particular, aim characterize communication quality nodes, which suggested be linked altered states proposed approach was evaluated on population 27 controls and 49 subjects conditions. fMRI data obtained processed for each subject built at individual level. nodes quantified using global efficiency, average characteristic path, diameter, radius, strength clustering coefficient. Our results suggests information efficiency transfer level decrease severity condition. These highlight importance graph based features complexity, phenomena emergence. addition, our can potentially used development novel methods support patients

参考文章(53)
Olaf Sporns, Structure and function of complex brain networks. Dialogues in clinical neuroscience. ,vol. 15, pp. 247- 262 ,(2013)
Lizette Heine, Andrea Soddu, Francisco Gómez, Audrey Vanhaudenhuyse, Luaba Tshibanda, Marie Thonnard, Vanessa Charland-Verville, Murielle Kirsch, Steven Laureys, Athena Demertzi, Resting State Networks and Consciousness: Alterations of Multiple Resting State Network Connectivity in Physiological, Pharmacological, and Pathological Consciousness States Frontiers in Psychology. ,vol. 3, pp. 295- 295 ,(2012) , 10.3389/FPSYG.2012.00295
Xiaoping Xie, Zhitong Cao, Xuchu Weng, Spatiotemporal nonlinearity in resting-state fMRI of the human brain. NeuroImage. ,vol. 40, pp. 1672- 1685 ,(2008) , 10.1016/J.NEUROIMAGE.2008.01.007
Joseph T. Giacino, Joseph J. Fins, Steven Laureys, Nicholas D. Schiff, Disorders of consciousness after acquired brain injury: the state of the science Nature Reviews Neurology. ,vol. 10, pp. 99- 114 ,(2014) , 10.1038/NRNEUROL.2013.279
Michael D. Fox, Marcus E. Raichle, Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nature Reviews Neuroscience. ,vol. 8, pp. 700- 711 ,(2007) , 10.1038/NRN2201
Olaf Sporns, The non-random brain: efficiency, economy, and complex dynamics. Frontiers in Computational Neuroscience. ,vol. 5, pp. 5- 5 ,(2011) , 10.3389/FNCOM.2011.00005
Mikail Rubinov, Ed Bullmore, Fledgling pathoconnectomics of psychiatric disorders. Trends in Cognitive Sciences. ,vol. 17, pp. 641- 647 ,(2013) , 10.1016/J.TICS.2013.10.007
Ed Bullmore, Olaf Sporns, The economy of brain network organization Nature Reviews Neuroscience. ,vol. 13, pp. 336- 349 ,(2012) , 10.1038/NRN3214