The developing brain structural and functional connectome fingerprint.
brain networks
connectivity
diffusion MRI
functional MRI
neonate
preterm
tractography
Journal
Developmental cognitive neuroscience
ISSN: 1878-9307
Titre abrégé: Dev Cogn Neurosci
Pays: Netherlands
ID NLM: 101541838
Informations de publication
Date de publication:
06 2022
06 2022
Historique:
received:
29
03
2021
revised:
14
04
2022
accepted:
17
05
2022
pubmed:
7
6
2022
medline:
22
6
2022
entrez:
6
6
2022
Statut:
ppublish
Résumé
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.
Identifiants
pubmed: 35662682
pii: S1878-9293(22)00060-3
doi: 10.1016/j.dcn.2022.101117
pmc: PMC9344310
pii:
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
101117Subventions
Organisme : Wellcome Trust
ID : 203148/Z/16/Z
Pays : United Kingdom
Organisme : NIDCR NIH HHS
Pays : United States
Organisme : Medical Research Council
ID : MR/P008712/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/V036874/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/K006355/1
Pays : United Kingdom
Organisme : Wellcome Trust
ID : WT 203148/Z/16/Z
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/N026063/1
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 217316/Z/19/Z
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/T018119/1
Pays : United Kingdom
Informations de copyright
Copyright © 2022 The Authors. Published by Elsevier Ltd.. All rights reserved.
Références
J Comp Neurol. 1997 Oct 20;387(2):167-78
pubmed: 9336221
Neuron. 2016 Jan 20;89(2):248-68
pubmed: 26796689
Cereb Cortex. 2018 Jul 1;28(7):2507-2515
pubmed: 29901788
Neuron. 2013 Oct 2;80(1):51-63
pubmed: 24094102
Brain. 2021 Aug 17;144(7):2199-2213
pubmed: 33734321
IEEE Trans Med Imaging. 2010 Jun;29(6):1310-20
pubmed: 20378467
Nat Neurosci. 2017 Apr;20(4):513-515
pubmed: 28218917
PLoS One. 2011 Apr 14;6(4):e18746
pubmed: 21533194
Neuroimage. 2017 Jan 1;144(Pt A):58-73
pubmed: 27639350
Hum Brain Mapp. 2020 Jun 1;41(8):1985-2003
pubmed: 31930620
Cereb Cortex. 2018 Aug 1;28(8):2901-2907
pubmed: 29106509
Proc Natl Acad Sci U S A. 2010 Mar 9;107(10):4758-63
pubmed: 20176953
CNS Neurosci Ther. 2015 Feb;21(2):74-82
pubmed: 25312583
Neuroimage. 2002 Jan;15(1):273-89
pubmed: 11771995
Brain Res Rev. 2010 Sep;64(1):160-76
pubmed: 20381527
Cereb Cortex. 2017 Mar 1;27(3):1949-1963
pubmed: 26941380
Neuroimage. 2021 Jan 15;225:117437
pubmed: 33068713
Neuroimage. 2017 May 15;152:450-466
pubmed: 28284799
IEEE Trans Med Imaging. 2016 Aug;35(8):1824-36
pubmed: 26915118
Cereb Cortex. 2016 Jan;26(1):402-413
pubmed: 26491066
PLoS Comput Biol. 2005 Sep;1(4):e42
pubmed: 16201007
Neuroimage. 2003 Oct;20(2):870-88
pubmed: 14568458
Dev Med Child Neurol. 2012 Aug;54(8):724-9
pubmed: 22715952
Neuroimage. 2019 Oct 15;200:391-404
pubmed: 31226495
Neuroimage. 2014 Jan 1;84:169-80
pubmed: 23994454
Neuroimage. 2019 Nov 15;202:116137
pubmed: 31473352
Proc Natl Acad Sci U S A. 2020 Jan 7;117(1):771-778
pubmed: 31874926
Magn Reson Med. 2018 Mar;79(3):1365-1376
pubmed: 28626962
Neuroimage. 2018 May 1;171:415-436
pubmed: 29278773
Neuroimage. 2012 Sep;62(3):1924-38
pubmed: 22705374
Child Dev. 1987 Jun;58(3):539-59
pubmed: 3038480
Brain Struct Funct. 2015 Nov;220(6):3733-51
pubmed: 25244942
Trends Neurosci. 2006 Jul;29(7):414-418
pubmed: 16713634
Neuroimage. 2019 Feb 1;186:321-337
pubmed: 30391562
Sci Rep. 2019 Apr 5;9(1):5729
pubmed: 30952913
Neuroimage. 2015 May 1;111:123-35
pubmed: 25700954
Neuroimage. 2015 Oct 1;119:338-51
pubmed: 26163802
Magn Reson Imaging. 2001 Jan;19(1):1-5
pubmed: 11295339
Trends Neurosci. 2017 Aug;40(8):494-506
pubmed: 28684174
Neuroimage. 2019 Jan 15;185:836-850
pubmed: 29655938
Neuroimage. 2009 Oct 15;48(1):63-72
pubmed: 19573611
Neuroimage. 2017 Apr 1;149:379-392
pubmed: 28153637
PLoS Comput Biol. 2016 Nov 15;12(11):e1005203
pubmed: 27846212
Neuroimage. 2022 Aug 15;257:119319
pubmed: 35589001
Magn Reson Med. 2018 Mar;79(3):1276-1292
pubmed: 28557055
Nat Neurosci. 2015 Nov;18(11):1664-71
pubmed: 26457551
Neuron. 2013 Dec 4;80(5):1129-44
pubmed: 24314725
Trends Cogn Sci. 2020 Apr;24(4):302-315
pubmed: 32160567
Neuroimage. 2011 Feb 1;54(3):2033-44
pubmed: 20851191
Neuroimage. 2021 Feb 1;226:117609
pubmed: 33271268
Cereb Cortex. 2012 Feb;22(2):455-64
pubmed: 21670100
Magn Reson Med. 2017 Aug;78(2):794-804
pubmed: 27643791
Neuroimage. 2014 Aug 1;96:288-99
pubmed: 24680870
Neuroimage. 2010 Feb 1;49(3):2063-71
pubmed: 19854281
Neuroimage. 2014 Dec;103:411-426
pubmed: 25109526
Neuroimage. 2014 Apr 15;90:449-68
pubmed: 24389422
Neuroimage. 2021 Feb 1;226:117537
pubmed: 33186720
Nature. 2016 Aug 11;536(7615):171-178
pubmed: 27437579
Neuroimage. 2021 Nov 1;241:118408
pubmed: 34284108
Biol Psychiatry Cogn Neurosci Neuroimaging. 2018 Sep;3(9):754-766
pubmed: 29703679
IEEE Trans Med Imaging. 2014 Sep;33(9):1818-31
pubmed: 24816548
Neuroimage. 2020 Dec;223:117303
pubmed: 32866666
Neuropsychopharmacology. 2010 Jan;35(1):147-68
pubmed: 19794405
Neuroimage. 2019 Apr 1;189:676-687
pubmed: 30721751