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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
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