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...
Autores principales: | , , , , , , , , , |
---|---|
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 |