Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Luppi, Andrea I., Craig, Michael M., Coppola, Peter, Peattie, Alexander R.D., Finoia, Paola, Williams, Guy B., Allanson, Judith, Pickard, John D., Menon, David K., Stamatakis, Emmanuel A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102619/
https://www.ncbi.nlm.nih.gov/pubmed/34215152
http://dx.doi.org/10.1016/j.nicl.2021.102682
_version_ 1783689141629747200
author Luppi, Andrea I.
Craig, Michael M.
Coppola, Peter
Peattie, Alexander R.D.
Finoia, Paola
Williams, Guy B.
Allanson, Judith
Pickard, John D.
Menon, David K.
Stamatakis, Emmanuel A.
author_facet Luppi, Andrea I.
Craig, Michael M.
Coppola, Peter
Peattie, Alexander R.D.
Finoia, Paola
Williams, Guy B.
Allanson, Judith
Pickard, John D.
Menon, David K.
Stamatakis, Emmanuel A.
author_sort Luppi, Andrea I.
collection PubMed
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.
format Online
Article
Text
id pubmed-8102619
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-81026192021-05-14 Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury Luppi, Andrea I. Craig, Michael M. Coppola, Peter Peattie, Alexander R.D. Finoia, Paola Williams, Guy B. Allanson, Judith Pickard, John D. Menon, David K. Stamatakis, Emmanuel A. Neuroimage Clin Regular Article 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. Elsevier 2021-04-21 /pmc/articles/PMC8102619/ /pubmed/34215152 http://dx.doi.org/10.1016/j.nicl.2021.102682 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Regular Article
Luppi, Andrea I.
Craig, Michael M.
Coppola, Peter
Peattie, Alexander R.D.
Finoia, Paola
Williams, Guy B.
Allanson, Judith
Pickard, John D.
Menon, David K.
Stamatakis, Emmanuel A.
Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury
title 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_short 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
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102619/
https://www.ncbi.nlm.nih.gov/pubmed/34215152
http://dx.doi.org/10.1016/j.nicl.2021.102682
work_keys_str_mv AT luppiandreai preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT craigmichaelm preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT coppolapeter preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT peattiealexanderrd preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT finoiapaola preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT williamsguyb preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT allansonjudith preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT pickardjohnd preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT menondavidk preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury
AT stamatakisemmanuela preservedfractalcharacterofstructuralbrainnetworksisassociatedwithcovertconsciousnessafterseverebraininjury