Literature DB >> 30862533

Topological disintegration of resting state functional connectomes in coma.

Brigitta Malagurski1, Patrice Péran2, Benjamine Sarton3, Hélène Vinour3, Edouard Naboulsi3, Béatrice Riu3, Fanny Bounes4, Thierry Seguin4, Jean Albert Lotterie2, Olivier Fourcade4, Vincent Minville4, Fabrice Ferré3, Sophie Achard5, Stein Silva6.   

Abstract

Graph theory has been playing an increasingly important role in understanding the organizational properties of brain networks, subsequently providing new tools for the search of neural correlates of consciousness, particularly in the context of patients recovering from severe brain injury. However, this approach is not without challenges, as it usually relies on arbitrarily fixing a threshold in order to retain the strongest connections proportionally equal across subjects. This method increases the comparability between individuals or groups but it risks the inclusion of false positive and therefore spurious connections, especially in the context of brain disorders. Resting state data acquired in 25 coma patients and 22 healthy subjects was compared. We obtained a representative fixed density of significant connections by first applying a p-value-based threshold on healthy subjects' networks and then choosing a threshold at which all individuals exhibited meaningful connections. The obtained threshold (i.e. 10%) was used to construct graphs in the patient group. The findings showed that coma patients have lower number of significant connections with approximately 50% of them not fulfilling the criteria of the fixed density threshold. The remaining patients with relatively preserved global functional connectivity had sufficient significant connections between regions, but showed signs of major whole-brain network reorganization. These results warrant careful consideration in the construction of functional connectomes in patients with disorders of consciousness and set the scene for future studies investigating potential clinical implications of such an approach.
Copyright © 2019 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Coma; Complex networks; Consciousness; Graph theory; Resting state

Mesh:

Year:  2019        PMID: 30862533     DOI: 10.1016/j.neuroimage.2019.03.012

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  6 in total

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Authors:  Huijin Huang; Zikang Niu; Gang Liu; Mengdi Jiang; Qingxia Jia; Xiaoli Li; Yingying Su
Journal:  Neurocrit Care       Date:  2020-07-23       Impact factor: 3.210

2.  Assessing residual motor function in patients with disorders of consciousness by brain network properties of task-state EEG.

Authors:  Lipeng Zhang; Rui Zhang; Yongkun Guo; Dexiao Zhao; Shizheng Li; Mingming Chen; Li Shi; Dezhong Yao; Jinfeng Gao; Xinjun Wang; Yuxia Hu
Journal:  Cogn Neurodyn       Date:  2021-11-05       Impact factor: 3.473

3.  Reconfiguration of large-scale functional connectivity in patients with disorders of consciousness.

Authors:  Darwin E Martínez; Jorge Rudas; Athena Demertzi; Vanessa Charland-Verville; Andrea Soddu; Steven Laureys; Francisco Gómez
Journal:  Brain Behav       Date:  2019-11-26       Impact factor: 2.708

4.  Anterior precuneus related to the recovery of consciousness.

Authors:  Hang Wu; Zengxin Qi; Xuehai Wu; Jun Zhang; Changwei Wu; Zirui Huang; Di Zang; Stuart Fogel; Sean Tanabe; Anthony G Hudetz; Georg Northoff; Ying Mao; Pengmin Qin
Journal:  Neuroimage Clin       Date:  2022-01-30       Impact factor: 4.881

5.  Multimodal MRI-Based Whole-Brain Assessment in Patients In Anoxoischemic Coma by Using 3D Convolutional Neural Networks.

Authors:  Giulia Maria Mattia; Benjamine Sarton; Edouard Villain; Helene Vinour; Fabrice Ferre; William Buffieres; Marie-Veronique Le Lann; Xavier Franceries; Patrice Peran; Stein Silva
Journal:  Neurocrit Care       Date:  2022-07-25       Impact factor: 3.532

6.  Functional and Structural Integrity of Frontoparietal Connectivity in Traumatic and Anoxic Coma.

Authors:  Patrice Peran; Briguitta Malagurski; Federico Nemmi; Benjamine Sarton; Hélène Vinour; Fabrice Ferre; Fanny Bounes; David Rousset; Segolène Mrozeck; Thierry Seguin; Béatrice Riu; Vincent Minville; Thomas Geeraerts; Jean Albert Lotterie; Xavier Deboissezon; Jean François Albucher; Olivier Fourcade; Jean Marc Olivot; Lionel Naccache; Stein Silva
Journal:  Crit Care Med       Date:  2020-08       Impact factor: 9.296

  6 in total

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