Cargando…
The developing brain structural and functional connectome fingerprint
In the mature brain, structural and functional ‘fingerprints’ of brain connectivity can be used to identify the uniqueness of an individual. However, whether the characteristics that make a given brain distinguishable from others already exist at birth remains unknown. Here, we used neuroimaging dat...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344310/ https://www.ncbi.nlm.nih.gov/pubmed/35662682 http://dx.doi.org/10.1016/j.dcn.2022.101117 |
_version_ | 1784761193911549952 |
---|---|
author | Ciarrusta, Judit Christiaens, Daan Fitzgibbon, Sean P. Dimitrova, Ralica Hutter, Jana Hughes, Emer Duff, Eugene Price, Anthony N. Cordero-Grande, Lucilio Tournier, J.-Donald Rueckert, Daniel Hajnal, Joseph V. Arichi, Tomoki McAlonan, Grainne Edwards, A. David Batalle, Dafnis |
author_facet | Ciarrusta, Judit Christiaens, Daan Fitzgibbon, Sean P. Dimitrova, Ralica Hutter, Jana Hughes, Emer Duff, Eugene Price, Anthony N. Cordero-Grande, Lucilio Tournier, J.-Donald Rueckert, Daniel Hajnal, Joseph V. Arichi, Tomoki McAlonan, Grainne Edwards, A. David Batalle, Dafnis |
author_sort | Ciarrusta, Judit |
collection | PubMed |
description | In the mature brain, structural and functional ‘fingerprints’ of brain connectivity can be used to identify the uniqueness of an individual. However, whether the characteristics that make a given brain distinguishable from others already exist at birth remains unknown. Here, we used neuroimaging data from the developing Human Connectome Project (dHCP) of preterm born neonates who were scanned twice during the perinatal period to assess the developing brain fingerprint. We found that 62% of the participants could be identified based on the congruence of the later structural connectome to the initial connectivity matrix derived from the earlier timepoint. In contrast, similarity between functional connectomes of the same subject at different time points was low. Only 10% of the participants showed greater self-similarity in comparison to self-to-other-similarity for the functional connectome. These results suggest that structural connectivity is more stable in early life and can represent a potential connectome fingerprint of the individual: a relatively stable structural connectome appears to support a changing functional connectome at a time when neonates must rapidly acquire new skills to adapt to their new environment. |
format | Online Article Text |
id | pubmed-9344310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-93443102022-08-03 The developing brain structural and functional connectome fingerprint Ciarrusta, Judit Christiaens, Daan Fitzgibbon, Sean P. Dimitrova, Ralica Hutter, Jana Hughes, Emer Duff, Eugene Price, Anthony N. Cordero-Grande, Lucilio Tournier, J.-Donald Rueckert, Daniel Hajnal, Joseph V. Arichi, Tomoki McAlonan, Grainne Edwards, A. David Batalle, Dafnis Dev Cogn Neurosci Original Research In the mature brain, structural and functional ‘fingerprints’ of brain connectivity can be used to identify the uniqueness of an individual. However, whether the characteristics that make a given brain distinguishable from others already exist at birth remains unknown. Here, we used neuroimaging data from the developing Human Connectome Project (dHCP) of preterm born neonates who were scanned twice during the perinatal period to assess the developing brain fingerprint. We found that 62% of the participants could be identified based on the congruence of the later structural connectome to the initial connectivity matrix derived from the earlier timepoint. In contrast, similarity between functional connectomes of the same subject at different time points was low. Only 10% of the participants showed greater self-similarity in comparison to self-to-other-similarity for the functional connectome. These results suggest that structural connectivity is more stable in early life and can represent a potential connectome fingerprint of the individual: a relatively stable structural connectome appears to support a changing functional connectome at a time when neonates must rapidly acquire new skills to adapt to their new environment. Elsevier 2022-05-20 /pmc/articles/PMC9344310/ /pubmed/35662682 http://dx.doi.org/10.1016/j.dcn.2022.101117 Text en © 2022 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 | Original Research Ciarrusta, Judit Christiaens, Daan Fitzgibbon, Sean P. Dimitrova, Ralica Hutter, Jana Hughes, Emer Duff, Eugene Price, Anthony N. Cordero-Grande, Lucilio Tournier, J.-Donald Rueckert, Daniel Hajnal, Joseph V. Arichi, Tomoki McAlonan, Grainne Edwards, A. David Batalle, Dafnis The developing brain structural and functional connectome fingerprint |
title | The developing brain structural and functional connectome fingerprint |
title_full | The developing brain structural and functional connectome fingerprint |
title_fullStr | The developing brain structural and functional connectome fingerprint |
title_full_unstemmed | The developing brain structural and functional connectome fingerprint |
title_short | The developing brain structural and functional connectome fingerprint |
title_sort | developing brain structural and functional connectome fingerprint |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344310/ https://www.ncbi.nlm.nih.gov/pubmed/35662682 http://dx.doi.org/10.1016/j.dcn.2022.101117 |
work_keys_str_mv | AT ciarrustajudit thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT christiaensdaan thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT fitzgibbonseanp thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT dimitrovaralica thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT hutterjana thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT hughesemer thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT duffeugene thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT priceanthonyn thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT corderograndelucilio thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT tournierjdonald thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT rueckertdaniel thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT hajnaljosephv thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT arichitomoki thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT mcalonangrainne thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT edwardsadavid thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT batalledafnis thedevelopingbrainstructuralandfunctionalconnectomefingerprint AT ciarrustajudit developingbrainstructuralandfunctionalconnectomefingerprint AT christiaensdaan developingbrainstructuralandfunctionalconnectomefingerprint AT fitzgibbonseanp developingbrainstructuralandfunctionalconnectomefingerprint AT dimitrovaralica developingbrainstructuralandfunctionalconnectomefingerprint AT hutterjana developingbrainstructuralandfunctionalconnectomefingerprint AT hughesemer developingbrainstructuralandfunctionalconnectomefingerprint AT duffeugene developingbrainstructuralandfunctionalconnectomefingerprint AT priceanthonyn developingbrainstructuralandfunctionalconnectomefingerprint AT corderograndelucilio developingbrainstructuralandfunctionalconnectomefingerprint AT tournierjdonald developingbrainstructuralandfunctionalconnectomefingerprint AT rueckertdaniel developingbrainstructuralandfunctionalconnectomefingerprint AT hajnaljosephv developingbrainstructuralandfunctionalconnectomefingerprint AT arichitomoki developingbrainstructuralandfunctionalconnectomefingerprint AT mcalonangrainne developingbrainstructuralandfunctionalconnectomefingerprint AT edwardsadavid developingbrainstructuralandfunctionalconnectomefingerprint AT batalledafnis developingbrainstructuralandfunctionalconnectomefingerprint |