Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury
Self-similarity is ubiquitous throughout natural phenomena, including the human brain. Recent evidence indicates that fractal dimension of functional brain networks, a measure of self-similarity, is diminished in patients diagnosed with disorders of consciousness arising from severe brain injury. He...
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Format: | Article |
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Elsevier
2021-01-01
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Series: | NeuroImage: Clinical |
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Online Access: | http://www.sciencedirect.com/science/article/pii/S2213158221001261 |
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doaj-34729b6972334df585af950578059163 |
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record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Andrea I. Luppi Michael M. Craig Peter Coppola Alexander R.D. Peattie Paola Finoia Guy B. Williams Judith Allanson John D. Pickard David K. Menon Emmanuel A. Stamatakis |
spellingShingle |
Andrea I. Luppi Michael M. Craig Peter Coppola Alexander R.D. Peattie Paola Finoia Guy B. Williams Judith Allanson John D. Pickard David K. Menon Emmanuel A. Stamatakis Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury NeuroImage: Clinical Disorders of consciousness Brain injury Diffusion MRI Fractal Brain network Cognitive-motor dissociation |
author_facet |
Andrea I. Luppi Michael M. Craig Peter Coppola Alexander R.D. Peattie Paola Finoia Guy B. Williams Judith Allanson John D. Pickard David K. Menon Emmanuel A. Stamatakis |
author_sort |
Andrea I. Luppi |
title |
Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury |
title_short |
Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury |
title_full |
Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury |
title_fullStr |
Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury |
title_full_unstemmed |
Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury |
title_sort |
preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury |
publisher |
Elsevier |
series |
NeuroImage: Clinical |
issn |
2213-1582 |
publishDate |
2021-01-01 |
description |
Self-similarity is ubiquitous throughout natural phenomena, including the human brain. Recent evidence indicates that fractal dimension of functional brain networks, a measure of self-similarity, is diminished in patients diagnosed with disorders of consciousness arising from severe brain injury. Here, we set out to investigate whether loss of self-similarity is observed in the structural connectome of patients with disorders of consciousness. Using diffusion MRI tractography from N = 11 patients in a minimally conscious state (MCS), N = 10 patients diagnosed with unresponsive wakefulness syndrome (UWS), and N = 20 healthy controls, we show that fractal dimension of structural brain networks is diminished in DOC patients. Remarkably, we also show that fractal dimension of structural brain networks is preserved in patients who exhibit evidence of covert consciousness by performing mental imagery tasks during functional MRI scanning. These results demonstrate that differences in fractal dimension of structural brain networks are quantitatively associated with chronic loss of consciousness induced by severe brain injury, highlighting the close connection between structural organisation of the human brain and its ability to support cognitive function. |
topic |
Disorders of consciousness Brain injury Diffusion MRI Fractal Brain network Cognitive-motor dissociation |
url |
http://www.sciencedirect.com/science/article/pii/S2213158221001261 |
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doaj-34729b6972334df585af9505780591632021-06-13T04:38:13ZengElsevierNeuroImage: Clinical2213-15822021-01-0130102682Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injuryAndrea I. Luppi0Michael M. Craig1Peter Coppola2Alexander R.D. Peattie3Paola Finoia4Guy B. Williams5Judith Allanson6John D. Pickard7David K. Menon8Emmanuel A. Stamatakis9Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Corresponding author at: Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom.Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United KingdomDivision of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United KingdomDivision of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United KingdomDivision of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Division of Neurosurgery, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United KingdomDepartment of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Wolfson Brain Imaging Centre, University of Cambridge, Cambridge Biomedical Campus (Box 65), Cambridge CB2 0QQ, United KingdomDepartment of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Department of Neurosciences, Cambridge University Hospitals NHS Foundation, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United KingdomDepartment of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Division of Neurosurgery, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Wolfson Brain Imaging Centre, University of Cambridge, Cambridge Biomedical Campus (Box 65), Cambridge CB2 0QQ, United KingdomDivision of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Wolfson Brain Imaging Centre, University of Cambridge, Cambridge Biomedical Campus (Box 65), Cambridge CB2 0QQ, United KingdomDivision of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United Kingdom; Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, United KingdomSelf-similarity is ubiquitous throughout natural phenomena, including the human brain. Recent evidence indicates that fractal dimension of functional brain networks, a measure of self-similarity, is diminished in patients diagnosed with disorders of consciousness arising from severe brain injury. Here, we set out to investigate whether loss of self-similarity is observed in the structural connectome of patients with disorders of consciousness. Using diffusion MRI tractography from N = 11 patients in a minimally conscious state (MCS), N = 10 patients diagnosed with unresponsive wakefulness syndrome (UWS), and N = 20 healthy controls, we show that fractal dimension of structural brain networks is diminished in DOC patients. Remarkably, we also show that fractal dimension of structural brain networks is preserved in patients who exhibit evidence of covert consciousness by performing mental imagery tasks during functional MRI scanning. These results demonstrate that differences in fractal dimension of structural brain networks are quantitatively associated with chronic loss of consciousness induced by severe brain injury, highlighting the close connection between structural organisation of the human brain and its ability to support cognitive function.http://www.sciencedirect.com/science/article/pii/S2213158221001261Disorders of consciousnessBrain injuryDiffusion MRIFractalBrain networkCognitive-motor dissociation |