Age-related differences in structural and resting-state functional brain network organization across the adult lifespan: A cross-sectional study

We investigated age-related trends in the topology and hierarchical organization of brain structural and functional networks using diffusion-weighted imaging and resting-state fMRI data from a large cohort of healthy aging adults. At the cross-modal level, we explored age-related patterns in the RC...

Full description

Saved in:
Bibliographic Details
Published in:Aging brain Vol. 5; p. 100105
Main Authors: Khalilian, Maedeh, Toba, Monica N., Roussel, Martine, Tasseel-Ponche, Sophie, Godefroy, Olivier, Aarabi, Ardalan
Format: Journal Article
Language:English
Published: Netherlands Elsevier Inc 01.01.2024
Elsevier
Subjects:
Aging
Brain functional connectivity
Brain structural connectivity
Cognitive science
Neuroscience
Rich-club organization
Structure–function coupling
Vulnerability analysis
Vulnerability analysis
Aging
Brain functional connectivity
Structure–function coupling
Brain structural connectivity
Rich-club organization
Vulnerability analysis Aging
ISSN:2589-9589, 2589-9589
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract We investigated age-related trends in the topology and hierarchical organization of brain structural and functional networks using diffusion-weighted imaging and resting-state fMRI data from a large cohort of healthy aging adults. At the cross-modal level, we explored age-related patterns in the RC involvement of different functional subsystems using a high-resolution functional parcellation. We further assessed age-related differences in the structure–function coupling as well as the network vulnerability to damage to rich club connectivity. Regardless of age, the structural and functional brain networks exhibited a rich club organization and small-world topology. In older individuals, we observed reduced integration and segregation within the frontal-occipital regions and the cerebellum along the brain's medial axis. Additionally, functional brain networks displayed decreased integration and increased segregation in the prefrontal, centrotemporal, and occipital regions, and the cerebellum. In older subjects, structural networks also exhibited decreased within-network and increased between-network RC connectivity. Furthermore, both within-network and between-network RC connectivity decreased in functional networks with age. An age-related decline in structure–function coupling was observed within sensory-motor, cognitive, and subcortical networks. The structural network exhibited greater vulnerability to damage to RC connectivity within the language-auditory, visual, and subcortical networks. Similarly, for functional networks, increased vulnerability was observed with damage to RC connectivity in the cerebellum, language-auditory, and sensory-motor networks. Overall, the network vulnerability decreased significantly in subjects older than 70 in both networks. Our findings underscore significant age-related differences in both brain functional and structural RC connectivity, with distinct patterns observed across the adult lifespan.
AbstractList We investigated age-related trends in the topology and hierarchical organization of brain structural and functional networks using diffusion-weighted imaging and resting-state fMRI data from a large cohort of healthy aging adults. At the cross-modal level, we explored age-related patterns in the RC involvement of different functional subsystems using a high-resolution functional parcellation. We further assessed age-related differences in the structure-function coupling as well as the network vulnerability to damage to rich club connectivity. Regardless of age, the structural and functional brain networks exhibited a rich club organization and small-world topology. In older individuals, we observed reduced integration and segregation within the frontal-occipital regions and the cerebellum along the brain's medial axis. Additionally, functional brain networks displayed decreased integration and increased segregation in the prefrontal, centrotemporal, and occipital regions, and the cerebellum. In older subjects, structural networks also exhibited decreased within-network and increased between-network RC connectivity. Furthermore, both within-network and between-network RC connectivity decreased in functional networks with age. An age-related decline in structure-function coupling was observed within sensory-motor, cognitive, and subcortical networks. The structural network exhibited greater vulnerability to damage to RC connectivity within the language-auditory, visual, and subcortical networks. Similarly, for functional networks, increased vulnerability was observed with damage to RC connectivity in the cerebellum, language-auditory, and sensory-motor networks. Overall, the network vulnerability decreased significantly in subjects older than 70 in both networks. Our findings underscore significant age-related differences in both brain functional and structural RC connectivity, with distinct patterns observed across the adult lifespan.We investigated age-related trends in the topology and hierarchical organization of brain structural and functional networks using diffusion-weighted imaging and resting-state fMRI data from a large cohort of healthy aging adults. At the cross-modal level, we explored age-related patterns in the RC involvement of different functional subsystems using a high-resolution functional parcellation. We further assessed age-related differences in the structure-function coupling as well as the network vulnerability to damage to rich club connectivity. Regardless of age, the structural and functional brain networks exhibited a rich club organization and small-world topology. In older individuals, we observed reduced integration and segregation within the frontal-occipital regions and the cerebellum along the brain's medial axis. Additionally, functional brain networks displayed decreased integration and increased segregation in the prefrontal, centrotemporal, and occipital regions, and the cerebellum. In older subjects, structural networks also exhibited decreased within-network and increased between-network RC connectivity. Furthermore, both within-network and between-network RC connectivity decreased in functional networks with age. An age-related decline in structure-function coupling was observed within sensory-motor, cognitive, and subcortical networks. The structural network exhibited greater vulnerability to damage to RC connectivity within the language-auditory, visual, and subcortical networks. Similarly, for functional networks, increased vulnerability was observed with damage to RC connectivity in the cerebellum, language-auditory, and sensory-motor networks. Overall, the network vulnerability decreased significantly in subjects older than 70 in both networks. Our findings underscore significant age-related differences in both brain functional and structural RC connectivity, with distinct patterns observed across the adult lifespan.
We investigated age-related trends in the topology and hierarchical organization of brain structural and functional networks using diffusion-weighted imaging and resting-state fMRI data from a large cohort of healthy aging adults. At the cross-modal level, we explored age-related patterns in the RC involvement of different functional subsystems using a high-resolution functional parcellation. We further assessed age-related differences in the structure–function coupling as well as the network vulnerability to damage to rich club connectivity. Regardless of age, the structural and functional brain networks exhibited a rich club organization and small-world topology. In older individuals, we observed reduced integration and segregation within the frontal-occipital regions and the cerebellum along the brain's medial axis. Additionally, functional brain networks displayed decreased integration and increased segregation in the prefrontal, centrotemporal, and occipital regions, and the cerebellum. In older subjects, structural networks also exhibited decreased within-network and increased between-network RC connectivity. Furthermore, both within-network and between-network RC connectivity decreased in functional networks with age. An age-related decline in structure–function coupling was observed within sensory-motor, cognitive, and subcortical networks. The structural network exhibited greater vulnerability to damage to RC connectivity within the language-auditory, visual, and subcortical networks. Similarly, for functional networks, increased vulnerability was observed with damage to RC connectivity in the cerebellum, language-auditory, and sensory-motor networks. Overall, the network vulnerability decreased significantly in subjects older than 70 in both networks. Our findings underscore significant age-related differences in both brain functional and structural RC connectivity, with distinct patterns observed across the adult lifespan.
We investigated age-related trends in the topology and hierarchical organization of brain structural and functional networks using diffusion-weighted imaging and resting-state fMRI data from a large cohort of healthy aging adults. At the cross-modal level, we explored age-related patterns in the RC involvement of different functional subsystems using a high-resolution functional parcellation. We further assessed age-related differences in the structure–function coupling as well as the network vulnerability to damage to rich club connectivity.Regardless of age, the structural and functional brain networks exhibited a rich club organization and small-world topology. In older individuals, we observed reduced integration and segregation within the frontal-occipital regions and the cerebellum along the brain's medial axis. Additionally, functional brain networks displayed decreased integration and increased segregation in the prefrontal, centrotemporal, and occipital regions, and the cerebellum. In older subjects, structural networks also exhibited decreased within-network and increased between-network RC connectivity. Furthermore, both within-network and between-network RC connectivity decreased in functional networks with age. An age-related decline in structure–function coupling was observed within sensory-motor, cognitive, and subcortical networks. The structural network exhibited greater vulnerability to damage to RC connectivity within the language-auditory, visual, and subcortical networks. Similarly, for functional networks, increased vulnerability was observed with damage to RC connectivity in the cerebellum, language-auditory, and sensory-motor networks. Overall, the network vulnerability decreased significantly in subjects older than 70 in both networks. Our findings underscore significant age-related differences in both brain functional and structural RC connectivity, with distinct patterns observed across the adult lifespan.
ArticleNumber 100105
Author Godefroy, Olivier
Tasseel-Ponche, Sophie
Aarabi, Ardalan
Roussel, Martine
Khalilian, Maedeh
Toba, Monica N.
Author_xml – sequence: 1
  givenname: Maedeh
  surname: Khalilian
  fullname: Khalilian, Maedeh
  organization: Laboratory of Functional Neuroscience and Pathologies (UR UPJV 4559), University Research Center (CURS), University of Picardy Jules Verne, Amiens, France
– sequence: 2
  givenname: Monica N.
  surname: Toba
  fullname: Toba, Monica N.
  organization: Laboratory of Functional Neuroscience and Pathologies (UR UPJV 4559), University Research Center (CURS), University of Picardy Jules Verne, Amiens, France
– sequence: 3
  givenname: Martine
  surname: Roussel
  fullname: Roussel, Martine
  organization: Laboratory of Functional Neuroscience and Pathologies (UR UPJV 4559), University Research Center (CURS), University of Picardy Jules Verne, Amiens, France
– sequence: 4
  givenname: Sophie
  surname: Tasseel-Ponche
  fullname: Tasseel-Ponche, Sophie
  organization: Laboratory of Functional Neuroscience and Pathologies (UR UPJV 4559), University Research Center (CURS), University of Picardy Jules Verne, Amiens, France
– sequence: 5
  givenname: Olivier
  surname: Godefroy
  fullname: Godefroy, Olivier
  organization: Laboratory of Functional Neuroscience and Pathologies (UR UPJV 4559), University Research Center (CURS), University of Picardy Jules Verne, Amiens, France
– sequence: 6
  givenname: Ardalan
  orcidid: 0000-0001-5141-9248
  surname: Aarabi
  fullname: Aarabi, Ardalan
  email: ardalan.aarabi@u-picardie.fr
  organization: Laboratory of Functional Neuroscience and Pathologies (UR UPJV 4559), University Research Center (CURS), University of Picardy Jules Verne, Amiens, France
BackLink https://www.ncbi.nlm.nih.gov/pubmed/38273866$$D View this record in MEDLINE/PubMed
https://hal.science/hal-04436239$$DView record in HAL
BookMark eNp9Uk1v1DAUjFARLaV_gAPyEQ5ZbGfjxAipWlVAK63EBc7Wi_286yXrFNtZVH4FPxlnt63aHuqDbb03M_6YeV0c-cFjUbxldMYoEx83M99BnHHKq1ygjNYvihNet7KUeTp6sD8uzmLcUEp5zaqKsVfFcdXypmqFOCn-LVZYBuwhoSHGWYsBvcZInCcxhVGnMUBPwBsSMCbnV2VMGUzs6HVyg8_NLkBGe0x_hvCLDGEF3v2FqUlAhyFGktZIwIx9Ir2zGK_BfyILsu-VEe90YhrNzZvipYU-4tntelr8_Prlx8Vlufz-7episSx1XYtUAuUgbNc0otO0oVRqC20ja8SK1a0wrGk0dh2vQaAA0-aFG8nQdu28opZWp8XVQdcMsFHXwW0h3KgBnNoX8isUhOR0jwqs0MYy3jDo5pwaKQWlc9GhyJeQErPW-UHreuy2aDT6lD_tkejjjndrtRp2itGWymxdVvhwUFg_4V0ulmqq0fm8ErySO5ax729PC8PvMZuiti5q7HvwOIxRccklFXlM0HcPL3avfOd_BvADYO9FQHsPYVRNOVMbNeVMTTlTh5xlUvuEpF3a-50f5_rnqZ8PVMzW7hwGFbWbAmdcyDnIf--eo_8H43PwvQ
CitedBy_id crossref_primary_10_1016_j_nicl_2025_103747
crossref_primary_10_1186_s10194_025_02122_z
crossref_primary_10_1016_j_neuroimage_2025_121374
crossref_primary_10_1038_s41598_024_74282_y
crossref_primary_10_1016_j_heares_2025_109415
crossref_primary_10_1038_s41598_024_66049_2
crossref_primary_10_1111_ejn_16334
Cites_doi 10.1093/cercor/bht064
10.1093/cercor/bhy050
10.1016/j.neurobiolaging.2014.04.007
10.1523/JNEUROSCI.2308-09.2009
10.1038/s41467-019-12765-7
10.1016/j.neuroimage.2021.118070
10.1016/j.neurobiolaging.2015.04.015
10.1016/j.neuroimage.2015.10.030
10.1006/nimg.2002.1132
10.1089/brain.2015.0408
10.1016/j.bbadis.2011.08.003
10.1016/j.neuroimage.2009.06.074
10.1016/0378-8733(78)90021-7
10.1016/S1361-8415(01)00036-6
10.1002/hbm.24522
10.1146/annurev.neuro.31.060407.125606
10.1006/cbmr.1996.0014
10.1093/cercor/bhy218
10.1016/j.neuroimage.2011.08.044
10.1002/brb3.1652
10.1007/s00429-022-02584-w
10.1214/13-SS103
10.1371/journal.pone.0001049
10.1002/hbm.23200
10.1016/j.neurobiolaging.2020.09.010
10.1002/hbm.21333
10.3389/fncom.2016.00084
10.1016/j.nicl.2014.07.003
10.1088/1741-2552/ac16b3
10.1523/JNEUROSCI.1798-04.2004
10.1523/JNEUROSCI.3398-09.2009
10.1093/brain/aww194
10.1038/s41467-022-29770-y
10.1093/cercor/bhu012
10.1016/j.neuron.2015.05.035
10.3389/fnagi.2018.00235
10.1073/pnas.1903403116
10.1038/nphys209
10.1016/j.neuroimage.2018.05.064
10.1038/s41598-019-40666-8
10.1111/psyp.14159
10.1088/1741-2552/abfd46
10.1371/journal.pbio.3000284
10.1016/j.neurobiolaging.2016.05.020
10.1073/pnas.0903641106
10.1109/TSMC.1979.4310076
10.1038/s41467-017-02681-z
10.1371/journal.pone.0088297
10.1016/j.neuroimage.2018.02.066
10.1523/JNEUROSCI.3539-11.2011
10.1002/gps.1610
10.1007/s00381-002-0604-1
10.1186/s12883-014-0204-1
10.1371/journal.pone.0232296
10.3389/fnsys.2011.00002
10.1016/j.tics.2020.01.008
10.1089/brain.2012.0077
10.1073/pnas.1415122111
10.1073/pnas.0911855107
10.1016/j.neuroimage.2013.04.087
10.1038/nrn2575
10.1016/j.neurobiolaging.2010.06.022
10.1093/cercor/7.3.268
10.1523/JNEUROSCI.2964-08.2008
10.1016/j.neurobiolaging.2009.02.008
10.1007/s10072-008-1002-6
10.7554/eLife.26196
10.1371/journal.pone.0002001
10.1002/hbm.24905
10.1016/j.neurobiolaging.2016.02.020
10.1016/j.neuroimage.2016.06.058
10.1109/42.796284
10.1002/hbm.460030303
10.3389/fnins.2018.00318
10.1016/j.neubiorev.2013.01.017
10.1002/jnr.24795
10.1523/JNEUROSCI.2128-13.2013
10.1371/journal.pcbi.0010042
10.1038/mp.2011.81
10.1016/j.neuroimage.2019.116131
10.1038/nphys1746
10.1109/42.906424
10.1523/JNEUROSCI.5309-07.2008
10.1073/pnas.1912034117
10.1073/pnas.0811168106
10.1016/j.dcn.2013.11.004
10.1016/j.neuroimage.2017.01.077
10.1016/j.tics.2013.09.012
10.1371/journal.pbio.0060159
10.1016/j.neuroimage.2005.08.017
10.1016/j.neuron.2007.10.038
10.1038/nature03288
10.1109/TMI.2010.2045126
10.1016/j.neuroimage.2019.01.041
10.1002/hbm.22877
10.1016/j.neuroimage.2014.07.067
10.1016/j.neuroimage.2018.11.028
10.1002/hbm.25327
10.1016/j.neuroimage.2015.10.019
10.1016/j.neuroimage.2021.118449
10.1152/jn.00338.2011
10.1016/j.euroneuro.2010.03.008
10.1073/pnas.1203593109
10.1006/nimg.2001.0978
10.1016/j.neuroimage.2020.116756
ContentType Journal Article
Copyright 2023 The Author(s)
2023 The Author(s).
Distributed under a Creative Commons Attribution 4.0 International License
2023 The Author(s) 2023
Copyright_xml – notice: 2023 The Author(s)
– notice: 2023 The Author(s).
– notice: Distributed under a Creative Commons Attribution 4.0 International License
– notice: 2023 The Author(s) 2023
DBID 6I.
AAFTH
AAYXX
CITATION
NPM
7X8
1XC
5PM
DOA
DOI 10.1016/j.nbas.2023.100105
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
PubMed
MEDLINE - Academic
Hyper Article en Ligne (HAL)
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
PubMed
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic



PubMed
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: 7X8
  name: MEDLINE - Academic
  url: https://search.proquest.com/medline
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Anatomy & Physiology
EISSN 2589-9589
ExternalDocumentID oai_doaj_org_article_af6cdf1271ab420d9960046be602a99e
PMC10809105
oai:HAL:hal-04436239v1
38273866
10_1016_j_nbas_2023_100105
S2589958923000427
Genre Journal Article
GroupedDBID 0R~
0SF
53G
6I.
AAEDW
AAFTH
AAXUO
AITUG
AKRWK
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
EBS
FDB
GROUPED_DOAJ
M~E
OK1
ROL
RPM
AALRI
AAYWO
AAYXX
ACVFH
ADCNI
ADVLN
AEUPX
AFJKZ
AFPUW
AIGII
AKBMS
AKYEP
APXCP
CITATION
NPM
7X8
1XC
5PM
ID FETCH-LOGICAL-c556t-a02a6fb776bc07009cfa8795ee31586d177cebb25a6e6ad8a6e2d91efb8430f03
IEDL.DBID DOA
ISICitedReferencesCount 9
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001158139300001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 2589-9589
IngestDate Fri Oct 03 12:46:41 EDT 2025
Tue Sep 30 17:10:01 EDT 2025
Tue Oct 14 19:55:51 EDT 2025
Thu Jul 10 19:34:04 EDT 2025
Mon Jul 21 05:57:00 EDT 2025
Sat Nov 29 05:10:35 EST 2025
Tue Nov 18 22:34:39 EST 2025
Tue Jun 18 08:52:02 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Vulnerability analysis
Aging
Brain functional connectivity
Structure–function coupling
Brain structural connectivity
Rich-club organization
Vulnerability analysis Aging
Language English
License This is an open access article under the CC BY-NC-ND license.
2023 The Author(s).
Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0
This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c556t-a02a6fb776bc07009cfa8795ee31586d177cebb25a6e6ad8a6e2d91efb8430f03
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ORCID 0000-0001-5141-9248
0000-0002-4503-2271
0000-0001-6789-6620
0000-0003-4022-1732
OpenAccessLink https://doaj.org/article/af6cdf1271ab420d9960046be602a99e
PMID 38273866
PQID 2929066661
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_af6cdf1271ab420d9960046be602a99e
pubmedcentral_primary_oai_pubmedcentral_nih_gov_10809105
hal_primary_oai_HAL_hal_04436239v1
proquest_miscellaneous_2929066661
pubmed_primary_38273866
crossref_primary_10_1016_j_nbas_2023_100105
crossref_citationtrail_10_1016_j_nbas_2023_100105
elsevier_sciencedirect_doi_10_1016_j_nbas_2023_100105
PublicationCentury 2000
PublicationDate 2024-01-01
PublicationDateYYYYMMDD 2024-01-01
PublicationDate_xml – month: 01
  year: 2024
  text: 2024-01-01
  day: 01
PublicationDecade 2020
PublicationPlace Netherlands
PublicationPlace_xml – name: Netherlands
PublicationTitle Aging brain
PublicationTitleAlternate Aging Brain
PublicationYear 2024
Publisher Elsevier Inc
Elsevier
Publisher_xml – name: Elsevier Inc
– name: Elsevier
References Dall’Orso, Steinweg, Allievi, Edwards, Burdet, Arichi (b0155) 2018; 1991
Simpson, Bowman, Laurienti (b0435) 2013; 7
Book Series: Handbook of Clinical Neurology [WWW Document], n.d. URL
Coelho, Fernandes, Magalhães, Moreira, Marques, Soares (b0120) 2021; 99
Baum, Cui, Roalf, Ciric, Betzel, Larsen (b0060) 2020; 117
Honey, Sporns, Cammoun, Gigandet, Thiran, Meuli (b0280) 2009; 106
Friston, Ashburner, Frith, Poline, Heather, Frackowiak (b0205) 1995; 3
Maffei, Sarubbo, Jovicich (b0335) 2019; 9
Thomas Yeo, Krienen, Sepulcre, Sabuncu, Lashkari, Hollinshead (b0495) 2011; 106
Termenon, Achard, Jaillard, Delon-Martin (b0485) 2016; 10
Gong, Rosa-Neto, Carbonell, Chen, He, Evans (b0220) 2009; 29
Chan, Park, Savalia, Petersen, Wig (b0115) 2014; 111
Cox (b0145) 1996; 29
Preti, Van De Ville (b0380) 2019; 10
Herrero, Barcia, Navarro (b0255) 2002; 18
Fornito, Zalesky, Breakspear (b0190) 2013; 80
Bassett, Bullmore, Meyer-Lindenberg, Apud, Weinberger, Coppola (b0045) 2009; 106
Fouladivanda, Kazemi, Makki, Khalilian, Danyali, Gervain (b0195) 2021; 18
van den Heuvel, Sporns (b0520) 2013; 17
Otsu (b0365) 1979; 9
Grayson, Ray, Carpenter, Iyer, Dias, Stevens (b0230) 2014; 9
Geerligs, Renken, Saliasi, Maurits, Lorist (b0215) 2015; 1991
Van den Heuvel, Kahn, Goñi, Sporns (b0515) 2012; 109
(b0080) 2006
Meier, Tewarie, Hillebrand, Douw, van Dijk, Stufflebeam (b0345) 2016; 6
Biswal, Mennes, Zuo, Gohel, Kelly, Smith (b0085) 2010; 107
van den Heuvel, Mandl, Pol (b0265) 2008; 3
Khalilian, Kazemi, Fouladivanda, Makki, Helfroush, Aarabi (b0305) 2021; 11
Mišić, Betzel, Nematzadeh, Goñi, Griffa, Hagmann (b0355) 2015; 86
Bender, Völkle, Raz (b0065) 2016; 125
Collin, van den Heuvel (b0140) 2013; 19
Andrews-Hanna, Snyder, Vincent, Lustig, Head, Raichle (b0035) 2007; 56
Tomasi, Volkow (b0500) 2012; 17
van den Heuvel, Sporns (b0270) 2013; 33
Strick, Dum, Fiez (b0465) 2009; 32
Shaw, Kabani, Lerch, Eckstrand, Lenroot, Gogtay (b0430) 2008; 28
Pedersen, Geerligs, Andersson, Gorbach, Avelar-Pereira, Wåhlin (b0375) 2021; 242
Shah, Liu, Lv, Sun, Xiao, Liu (b0425) 2018; 12
Ahmadi, Kazemi, Kuc, Cybulska-Klosowicz, Helfroush, Aarabi (b0010) 2021; 18
Sporns, Honey, Kötter (b0450) 2007; 2
Andersson, Graham, Zsoldos, Sotiropoulos (b0020) 2016; 141
Monti, Gibberd, Roy, Nunes, Lorenz, Leech (b0360) 2020; 15
(accessed 8.30.21).
Sowell, Thompson, Leonard, Welcome, Kan, Toga (b0445) 2004; 24
van den Heuvel, Sporns (b0275) 2011; 31
Spreng, Stevens, Viviano, Schacter (b0460) 2016; 45
Colizza, Flammini, Serrano, Vespignani (b0130) 2006; 2
Salavaty, Ramialison, Currie (b0415) 2020; 1
Madden, Jain, Monge, Cook, Lee, Huang (b0330) 2020; 96
Zhang, Brady, Smith (b0570) 2001; 20
Hagmann, Cammoun, Gigandet, Meuli, Honey, Wedeen (b0240) 2008; 6
Betzel, Byrge, He, Goñi, Zuo, Sporns (b0070) 2014; 102
Taylor, Williams, Cusack, Auer, Shafto, Dixon (b0480) 2017; 144
Bullmore, Sporns (b0100) 2009; 10
Zimmermann, Ritter, Shen, Rothmeier, Schirner, McIntosh (b0585) 2016; 37
Bastiani, Andersson, Cordero-Grande, Murgasova, Hutter, Price (b0055) 2019; 185
Rueckert, Sonoda, Hayes, Hill, Leach, Hawkes (b0400) 1999; 18
Braun, Plichta, Esslinger, Sauer, Haddad, Grimm (b0095) 2012; 59
Cole, Smith, Beckmann (b0125) 2010; 4
Liem, Geerligs, Damoiseaux, Margulies (b0315) 2021
Wen, He, Dong, Chen, Yang, Guo (b0535) 2020; 10
Bassignana, Lacidogna, Bartolomeo, Colliot, De Vico Fallani (b0050) 2022; 227
Andersson, Sotiropoulos (b0025) 2016; 125
Raz, Gunning, Head, Dupuis, McQuain, Briggs (b0390) 1997; 1991
Zhao, Cao, Niu, Zuo, Evans, He (b0575) 2015; 36
Arcaro, Livingstone (b0040) 2017; 6
Hou, Liu, Gu, Chan, Li, Peng (b0285) 2019; 186
Allen, Erhardt, Damaraju, Gruner, Segall, Silva (b0015) 2011; 5
van den Heuvel, Hulshoff Pol (b0510) 2010; 20
Galluzzi, Beltramello, Filippi, Frisoni (b0210) 2008; 29
Slater, Melie-Garcia, Preisig, Kherif, Lutti, Draganski (b0440) 2019; 40
Yeh, Zaydan, Suski, Lacomis, Richardson, Maroon (b0560) 2019; 202
Ferreira, Busatto (b0180) 2013; 37
Stumme, Jockwitz, Hoffstaedter, Amunts, Caspers (b0470) 2020; 214
Kesler, Watson, Blayney (b0300) 2015; 36
Grady, Sarraf, Saverino, Campbell (b0225) 2016; 41
Hinault, Mijalkov, Pereira, Volpe, Bakke, Courtney (bib591) 2021; 236
Zonneveld, Pruim, Bos, Vrooman, Muetzel, Hofman (b0590) 2019; 189
Jenkinson, Smith (b0295) 2001; 5
Vij, Nomi, Dajani, Uddin (b0530) 2018; 173
Collin, Sporns, Mandl, Van Den Heuvel (b0135) 2014; 24
Filippi, Cividini, Basaia, Spinelli, Castelnovo, Leocadi (b0185) 2023; 1–9
Hermoye, Saint-Martin, Cosnard, Lee, Kim, Nassogne (b0250) 2006; 29
Betzel, Medaglia, Bassett (b0075) 2018; 9
Shafto, Tyler, Dixon, Taylor, Rowe, Cusack (b0420) 2014; 14
Damaraju, Allen, Belger, Ford, McEwen, Mathalon (b0160) 2014; 5
Yeh, Panesar, Barrios, Fernandes, Abhinav, Meola (b0550) 2019; 16
Salat, Lee, van der Kouwe, Greve, Fischl, Rosas (b0410) 2009; 48
Mioshi, Dawson, Mitchell, Arnold, Hodges (b0350) 2006; 21
Wu, Gao, Potter, Benoit, Shen, Schulz (b0545) 2021
Matthäus, Schmidt, Banerjee, Schulze, Demirakca, Diener (b0340) 2012; 2
Ridwan, Niaz, Wu, Qi, Zhang, Kontzialis (b0395) 2021; 42
Dum, Levinthal, Strick (b0175) 2009; 29
van den Heuvel, Mandl, Luigjes, Pol (b0260) 2008; 28
Kitsak, Gallos, Havlin, Liljeros, Muchnik, Stanley (b0310) 2010; 6
Cao, Wang, Dai, Cao, Jiang, Fan (b0110) 2014; 7
Guimerà, Nunes Amaral (b0235) 2005; 433
Calhoun VD, Adali T, Pearlson G, Pekar J. Group ICA of functional MRI data: separability, stationarity, and inference. In Proc. Int. Conf. on ICA and BSS San Diego, CA; 2001.
Deery, Di Paolo, Moran, Egan, Jamadar (b0170) 2023; 60
Sporns, Tononi, Kötter (b0455) 2005; 1
Zhu, Wen, He, Xia, Anstey, Sachdev (b0580) 2012; 33
Damoiseaux (b0165) 2017; 160
Suárez, Markello, Betzel, Misic (b0475) 2020; 24
Terribilli, Schaufelberger, Duran, Zanetti, Curiati, Menezes (b0490) 2011; 32
Freeman (b0200) 1978; 1
Zamani Esfahlani, Faskowitz, Slack, Mišić, Betzel (b0565) 2022; 13
Ramanoël, Hoyau, Kauffmann, Renard, Pichat, Boudiaf (b0385) 2018; 10
Aerts, Fias, Caeyenberghs, Marinazzo (b0005) 2016; 139
Jenkinson, Bannister, Brady, Smith (b0290) 2002; 17
Madden, Bennett, Burzynska, Potter, Chen, Song (b0325) 2012; 1822
Paquola, Wael, Wagstyl, Bethlehem, Hong, Seidlitz (b0370) 2019; 17
Tzourio-Mazoyer, Landeau, Papathanassiou, Crivello, Etard, Delcroix (b0505) 2002; 15
Luo, Sui, Abrol, Lin, Chen, Vergara (b0320) 2019; 41
Wu, Taki, Sato, Qi, Kawashima, Fukuda (b0540) 2013
Han, Savalia, Chan, Agres, Nair, Wig (b0245) 2018; 1991
Sala-Llonch, Junqué, Arenaza-Urquijo, Vidal-Piñeiro, Valls-Pedret, Palacios (b0405) 2014; 35
Yeh, Wedeen, Tseng (b0555) 2010; 29
Craddock, James, Holtzheimer, Hu, Mayberg (b0150) 2012; 33
Vázquez-Rodríguez, Suárez, Markello, Shafiei, Paquola, Hagmann (b0525) 2019; 116
Andersson (10.1016/j.nbas.2023.100105_b0025) 2016; 125
Geerligs (10.1016/j.nbas.2023.100105_b0215) 2015; 1991
Betzel (10.1016/j.nbas.2023.100105_b0070) 2014; 102
Ridwan (10.1016/j.nbas.2023.100105_b0395) 2021; 42
Sporns (10.1016/j.nbas.2023.100105_b0455) 2005; 1
Allen (10.1016/j.nbas.2023.100105_b0015) 2011; 5
Coelho (10.1016/j.nbas.2023.100105_b0120) 2021; 99
Braun (10.1016/j.nbas.2023.100105_b0095) 2012; 59
Bassett (10.1016/j.nbas.2023.100105_b0045) 2009; 106
Guimerà (10.1016/j.nbas.2023.100105_b0235) 2005; 433
Bassignana (10.1016/j.nbas.2023.100105_b0050) 2022; 227
Thomas Yeo (10.1016/j.nbas.2023.100105_b0495) 2011; 106
Kitsak (10.1016/j.nbas.2023.100105_b0310) 2010; 6
Madden (10.1016/j.nbas.2023.100105_b0325) 2012; 1822
Hagmann (10.1016/j.nbas.2023.100105_b0240) 2008; 6
Kesler (10.1016/j.nbas.2023.100105_b0300) 2015; 36
Deery (10.1016/j.nbas.2023.100105_b0170) 2023; 60
Taylor (10.1016/j.nbas.2023.100105_b0480) 2017; 144
Fornito (10.1016/j.nbas.2023.100105_b0190) 2013; 80
Betzel (10.1016/j.nbas.2023.100105_b0075) 2018; 9
Bender (10.1016/j.nbas.2023.100105_b0065) 2016; 125
Bullmore (10.1016/j.nbas.2023.100105_b0100) 2009; 10
Baum (10.1016/j.nbas.2023.100105_b0060) 2020; 117
Grayson (10.1016/j.nbas.2023.100105_b0230) 2014; 9
Shaw (10.1016/j.nbas.2023.100105_b0430) 2008; 28
Hinault (10.1016/j.nbas.2023.100105_bib591) 2021; 236
Vij (10.1016/j.nbas.2023.100105_b0530) 2018; 173
Tzourio-Mazoyer (10.1016/j.nbas.2023.100105_b0505) 2002; 15
Jenkinson (10.1016/j.nbas.2023.100105_b0290) 2002; 17
Chan (10.1016/j.nbas.2023.100105_b0115) 2014; 111
Van den Heuvel (10.1016/j.nbas.2023.100105_b0515) 2012; 109
Biswal (10.1016/j.nbas.2023.100105_b0085) 2010; 107
Collin (10.1016/j.nbas.2023.100105_b0140) 2013; 19
Cox (10.1016/j.nbas.2023.100105_b0145) 1996; 29
Meier (10.1016/j.nbas.2023.100105_b0345) 2016; 6
van den Heuvel (10.1016/j.nbas.2023.100105_b0260) 2008; 28
Honey (10.1016/j.nbas.2023.100105_b0280) 2009; 106
Dum (10.1016/j.nbas.2023.100105_b0175) 2009; 29
Shah (10.1016/j.nbas.2023.100105_b0425) 2018; 12
Andersson (10.1016/j.nbas.2023.100105_b0020) 2016; 141
Jenkinson (10.1016/j.nbas.2023.100105_b0295) 2001; 5
Yeh (10.1016/j.nbas.2023.100105_b0550) 2019; 16
Vázquez-Rodríguez (10.1016/j.nbas.2023.100105_b0525) 2019; 116
Otsu (10.1016/j.nbas.2023.100105_b0365) 1979; 9
Aerts (10.1016/j.nbas.2023.100105_b0005) 2016; 139
Colizza (10.1016/j.nbas.2023.100105_b0130) 2006; 2
Bastiani (10.1016/j.nbas.2023.100105_b0055) 2019; 185
Filippi (10.1016/j.nbas.2023.100105_b0185) 2023; 1–9
Raz (10.1016/j.nbas.2023.100105_b0390) 1997; 1991
10.1016/j.nbas.2023.100105_b0105
Stumme (10.1016/j.nbas.2023.100105_b0470) 2020; 214
(10.1016/j.nbas.2023.100105_b0080) 2006
Luo (10.1016/j.nbas.2023.100105_b0320) 2019; 41
Cole (10.1016/j.nbas.2023.100105_b0125) 2010; 4
Zonneveld (10.1016/j.nbas.2023.100105_b0590) 2019; 189
Suárez (10.1016/j.nbas.2023.100105_b0475) 2020; 24
Ahmadi (10.1016/j.nbas.2023.100105_b0010) 2021; 18
Fouladivanda (10.1016/j.nbas.2023.100105_b0195) 2021; 18
Rueckert (10.1016/j.nbas.2023.100105_b0400) 1999; 18
Damaraju (10.1016/j.nbas.2023.100105_b0160) 2014; 5
Wu (10.1016/j.nbas.2023.100105_b0545) 2021
Galluzzi (10.1016/j.nbas.2023.100105_b0210) 2008; 29
Sala-Llonch (10.1016/j.nbas.2023.100105_b0405) 2014; 35
Andrews-Hanna (10.1016/j.nbas.2023.100105_b0035) 2007; 56
Liem (10.1016/j.nbas.2023.100105_b0315) 2021
Termenon (10.1016/j.nbas.2023.100105_b0485) 2016; 10
Hermoye (10.1016/j.nbas.2023.100105_b0250) 2006; 29
Damoiseaux (10.1016/j.nbas.2023.100105_b0165) 2017; 160
Sporns (10.1016/j.nbas.2023.100105_b0450) 2007; 2
van den Heuvel (10.1016/j.nbas.2023.100105_b0520) 2013; 17
van den Heuvel (10.1016/j.nbas.2023.100105_b0265) 2008; 3
Sowell (10.1016/j.nbas.2023.100105_b0445) 2004; 24
Slater (10.1016/j.nbas.2023.100105_b0440) 2019; 40
Collin (10.1016/j.nbas.2023.100105_b0135) 2014; 24
Mioshi (10.1016/j.nbas.2023.100105_b0350) 2006; 21
Madden (10.1016/j.nbas.2023.100105_b0330) 2020; 96
Ramanoël (10.1016/j.nbas.2023.100105_b0385) 2018; 10
Zhu (10.1016/j.nbas.2023.100105_b0580) 2012; 33
Maffei (10.1016/j.nbas.2023.100105_b0335) 2019; 9
Wu (10.1016/j.nbas.2023.100105_b0540) 2013
Wen (10.1016/j.nbas.2023.100105_b0535) 2020; 10
van den Heuvel (10.1016/j.nbas.2023.100105_b0275) 2011; 31
Salat (10.1016/j.nbas.2023.100105_b0410) 2009; 48
Zimmermann (10.1016/j.nbas.2023.100105_b0585) 2016; 37
Grady (10.1016/j.nbas.2023.100105_b0225) 2016; 41
Herrero (10.1016/j.nbas.2023.100105_b0255) 2002; 18
Hou (10.1016/j.nbas.2023.100105_b0285) 2019; 186
Pedersen (10.1016/j.nbas.2023.100105_b0375) 2021; 242
Tomasi (10.1016/j.nbas.2023.100105_b0500) 2012; 17
Yeh (10.1016/j.nbas.2023.100105_b0555) 2010; 29
Freeman (10.1016/j.nbas.2023.100105_b0200) 1978; 1
Matthäus (10.1016/j.nbas.2023.100105_b0340) 2012; 2
Zamani Esfahlani (10.1016/j.nbas.2023.100105_b0565) 2022; 13
Ferreira (10.1016/j.nbas.2023.100105_b0180) 2013; 37
Friston (10.1016/j.nbas.2023.100105_b0205) 1995; 3
Preti (10.1016/j.nbas.2023.100105_b0380) 2019; 10
Salavaty (10.1016/j.nbas.2023.100105_b0415) 2020; 1
Zhang (10.1016/j.nbas.2023.100105_b0570) 2001; 20
Dall’Orso (10.1016/j.nbas.2023.100105_b0155) 2018; 1991
Zhao (10.1016/j.nbas.2023.100105_b0575) 2015; 36
van den Heuvel (10.1016/j.nbas.2023.100105_b0270) 2013; 33
10.1016/j.nbas.2023.100105_b0090
Strick (10.1016/j.nbas.2023.100105_b0465) 2009; 32
Craddock (10.1016/j.nbas.2023.100105_b0150) 2012; 33
Shafto (10.1016/j.nbas.2023.100105_b0420) 2014; 14
Han (10.1016/j.nbas.2023.100105_b0245) 2018; 1991
Khalilian (10.1016/j.nbas.2023.100105_b0305) 2021; 11
Terribilli (10.1016/j.nbas.2023.100105_b0490) 2011; 32
van den Heuvel (10.1016/j.nbas.2023.100105_b0510) 2010; 20
Yeh (10.1016/j.nbas.2023.100105_b0560) 2019; 202
Simpson (10.1016/j.nbas.2023.100105_b0435) 2013; 7
Gong (10.1016/j.nbas.2023.100105_b0220) 2009; 29
Arcaro (10.1016/j.nbas.2023.100105_b0040) 2017; 6
Monti (10.1016/j.nbas.2023.100105_b0360) 2020; 15
Cao (10.1016/j.nbas.2023.100105_b0110) 2014; 7
Paquola (10.1016/j.nbas.2023.100105_b0370) 2019; 17
Mišić (10.1016/j.nbas.2023.100105_b0355) 2015; 86
Spreng (10.1016/j.nbas.2023.100105_b0460) 2016; 45
References_xml – volume: 7
  start-page: 76
  year: 2014
  end-page: 93
  ident: b0110
  article-title: Topological organization of the human brain functional connectome across the lifespan
  publication-title: Dev Cogn Neurosci
– volume: 5
  start-page: 298
  year: 2014
  end-page: 308
  ident: b0160
  article-title: Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia
  publication-title: NeuroImage Clin
– volume: 125
  start-page: 74
  year: 2016
  end-page: 83
  ident: b0065
  article-title: Differential aging of cerebral white matter in middle-aged and older adults: a seven-year follow-up
  publication-title: Neuroimage
– volume: 15
  start-page: e0232296
  year: 2020
  ident: b0360
  article-title: Interpretable brain age prediction using linear latent variable models of functional connectivity
  publication-title: PLoS One
– volume: 99
  start-page: 1354
  year: 2021
  end-page: 1376
  ident: b0120
  article-title: Reorganization of brain structural networks in aging: a longitudinal study
  publication-title: J Neurosci Res
– volume: 17
  start-page: 549
  year: 2012
  end-page: 558
  ident: b0500
  article-title: Aging and functional brain networks
  publication-title: Mol Psychiatry
– volume: 106
  start-page: 11747
  year: 2009
  end-page: 11752
  ident: b0045
  article-title: Cognitive fitness of cost-efficient brain functional networks
  publication-title: Proc Natl Acad Sci
– volume: 144
  start-page: 262
  year: 2017
  end-page: 269
  ident: b0480
  article-title: The Cambridge Centre for Ageing and Neuroscience (Cam-CAN) data repository: structural and functional MRI, MEG, and cognitive data from a cross-sectional adult lifespan sample
  publication-title: NeuroImage Data Sharing Part II
– volume: 36
  start-page: 3777
  year: 2015
  end-page: 3792
  ident: b0575
  article-title: Age-related changes in the topological organization of the white matter structural connectome across the human lifespan
  publication-title: Hum Brain Mapp
– volume: 29
  start-page: 296
  year: 2008
  end-page: 300
  ident: b0210
  publication-title: Aging Neurol Sci
– volume: 17
  start-page: 825
  year: 2002
  end-page: 841
  ident: b0290
  article-title: Improved optimization for the robust and accurate linear registration and motion correction of brain images
  publication-title: Neuroimage
– volume: 1
  year: 2020
  ident: b0415
  article-title: Integrated value of influence: an integrative method for the identification of the most influential nodes within networks
  publication-title: Patterns N Y N
– volume: 33
  start-page: 14489
  year: 2013
  end-page: 14500
  ident: b0270
  article-title: An anatomical substrate for integration among functional networks in human cortex
  publication-title: J Neurosci
– volume: 21
  start-page: 1078
  year: 2006
  end-page: 1085
  ident: b0350
  article-title: The Addenbrooke’s Cognitive Examination Revised (ACE-R): a brief cognitive test battery for dementia screening
  publication-title: Int J Geriatr Psychiatry
– volume: 106
  start-page: 2035
  year: 2009
  end-page: 2040
  ident: b0280
  article-title: Predicting human resting-state functional connectivity from structural connectivity
  publication-title: Proc Natl Acad Sci
– volume: 6
  start-page: 888
  year: 2010
  end-page: 893
  ident: b0310
  article-title: Identification of influential spreaders in complex networks
  publication-title: Nat Phys
– volume: 6
  start-page: 298
  year: 2016
  end-page: 311
  ident: b0345
  article-title: A mapping between structural and functional brain networks
  publication-title: Brain Connect
– volume: 86
  start-page: 1518
  year: 2015
  end-page: 1529
  ident: b0355
  article-title: Cooperative and competitive spreading dynamics on the human connectome
  publication-title: Neuron
– volume: 80
  start-page: 426
  year: 2013
  end-page: 444
  ident: b0190
  article-title: Graph analysis of the human connectome: promise, progress, and pitfalls
  publication-title: Neuroimage
– start-page: 7
  year: 2013
  ident: b0540
  article-title: A longitudinal study of structural brain network changes with normal aging
  publication-title: Front Hum Neurosci
– volume: 10
  start-page: e01652
  year: 2020
  ident: b0535
  article-title: Alterations of local functional connectivity in lifespan: a resting-state fMRI study
  publication-title: Brain Behav
– volume: 111
  start-page: E4997
  year: 2014
  end-page: E5006
  ident: b0115
  article-title: Decreased segregation of brain systems across the healthy adult lifespan
  publication-title: Proc Natl Acad Sci
– volume: 9
  start-page: 62
  year: 1979
  end-page: 66
  ident: b0365
  article-title: A threshold selection method from gray-level histograms
  publication-title: IEEE Trans Syst Man Cybern
– volume: 1–9
  year: 2023
  ident: b0185
  article-title: Age-related vulnerability of the human brain connectome
  publication-title: Mol Psychiatry
– volume: 214
  year: 2020
  ident: b0470
  article-title: Functional network reorganization in older adults: graph-theoretical analyses of age, cognition and sex
  publication-title: Neuroimage
– volume: 139
  start-page: 3063
  year: 2016
  end-page: 3083
  ident: b0005
  article-title: Brain networks under attack: robustness properties and the impact of lesions
  publication-title: Brain J Neurol
– volume: 1
  start-page: e42
  year: 2005
  ident: b0455
  article-title: The human connectome: a structural description of the human brain
  publication-title: PLOS Comput Biol
– volume: 33
  start-page: 1914
  year: 2012
  end-page: 1928
  ident: b0150
  article-title: A whole brain fMRI atlas generated via spatially constrained spectral clustering
  publication-title: Hum Brain Mapp
– volume: 29
  start-page: 1626
  year: 2010
  end-page: 1635
  ident: b0555
  article-title: Generalized q-sampling imaging
  publication-title: IEEE Trans Med Imaging
– volume: 242
  year: 2021
  ident: b0375
  article-title: When functional blurring becomes deleterious: reduced system segregation is associated with less white matter integrity and cognitive decline in aging
  publication-title: Neuroimage
– volume: 16
  start-page: 52
  year: 2019
  end-page: 58
  ident: b0550
  article-title: Automatic removal of false connections in diffusion MRI tractography using topology-informed pruning (TIP)
  publication-title: Neurother J Am Soc Exp Neurother
– volume: 13
  start-page: 2053
  year: 2022
  ident: b0565
  article-title: Local structure-function relationships in human brain networks across the lifespan
  publication-title: Nat Commun
– volume: 32
  start-page: 354
  year: 2011
  end-page: 368
  ident: b0490
  article-title: Age-related gray matter volume changes in the brain during non-elderly adulthood
  publication-title: Neurobiol Aging
– volume: 236
  start-page: 118070
  year: 2021
  ident: bib591
  article-title: Age-related differences in network structure and dynamic synchrony of cognitive control
  publication-title: Neuroimage
– volume: 2
  start-page: 110
  year: 2006
  end-page: 115
  ident: b0130
  article-title: Detecting rich-club ordering in complex networks
  publication-title: Nat Phys
– volume: 18
  start-page: 386
  year: 2002
  end-page: 404
  ident: b0255
  article-title: Functional anatomy of thalamus and basal ganglia
  publication-title: Childs Nerv Syst
– volume: 37
  start-page: 2645
  year: 2016
  end-page: 2661
  ident: b0585
  article-title: Structural architecture supports functional organization in the human aging brain at a regionwise and network level
  publication-title: Hum Brain Mapp
– volume: 1991
  start-page: 2507
  year: 2018
  end-page: 2515
  ident: b0155
  article-title: Somatotopic mapping of the developing sensorimotor cortex in the preterm human brain
  publication-title: Cereb Cortex N Y N
– volume: 40
  start-page: 2252
  year: 2019
  end-page: 2268
  ident: b0440
  article-title: Evolution of white matter tract microstructure across the life span
  publication-title: Hum Brain Mapp
– volume: 5
  start-page: 143
  year: 2001
  end-page: 156
  ident: b0295
  article-title: A global optimisation method for robust affine registration of brain images
  publication-title: Med Image Anal
– volume: 11
  start-page: 970
  year: 2021
  ident: b0305
  article-title: Effect of Multishell diffusion MRI acquisition strategy and parcellation scale on rich-club organization of human brain structural networks
  publication-title: Diagn Basel Switz
– volume: 202
  year: 2019
  ident: b0560
  article-title: Differential tractography as a track-based biomarker for neuronal injury
  publication-title: Neuroimage
– reference: (accessed 8.30.21).
– volume: 48
  start-page: 21
  year: 2009
  end-page: 28
  ident: b0410
  article-title: Age-associated alterations in cortical gray and white matter signal intensity and gray to white matter contrast
  publication-title: Neuroimage
– volume: 189
  start-page: 432
  year: 2019
  end-page: 444
  ident: b0590
  article-title: Patterns of functional connectivity in an aging population: the Rotterdam Study
  publication-title: Neuroimage
– volume: 24
  start-page: 302
  year: 2020
  end-page: 315
  ident: b0475
  article-title: Linking structure and function in macroscale brain networks
  publication-title: Trends Cogn Sci
– volume: 433
  start-page: 895
  year: 2005
  end-page: 900
  ident: b0235
  article-title: Functional cartography of complex metabolic networks
  publication-title: Nature
– volume: 106
  start-page: 1125
  year: 2011
  end-page: 1165
  ident: b0495
  article-title: The organization of the human cerebral cortex estimated by intrinsic functional connectivity
  publication-title: J Neurophysiol
– start-page: 37
  year: 2021
  end-page: 51
  ident: b0315
  article-title: Chapter 3 – Functional connectivity in aging
  publication-title: Handbook of the Psychology of Aging (Ninth Edition), Handbooks of Aging
– volume: 173
  start-page: 498
  year: 2018
  end-page: 508
  ident: b0530
  article-title: Evolution of spatial and temporal features of functional brain networks across the lifespan
  publication-title: Neuroimage
– volume: 29
  start-page: 14223
  year: 2009
  end-page: 14235
  ident: b0175
  article-title: The spinothalamic system targets motor and sensory areas in the cerebral cortex of monkeys
  publication-title: J Neurosci Off J Soc Neurosci
– volume: 45
  start-page: 149
  year: 2016
  end-page: 160
  ident: b0460
  article-title: Attenuated anticorrelation between the default and dorsal attention networks with aging: Evidence from task and rest
  publication-title: Neurobiol Aging
– volume: 1
  start-page: 215
  year: 1978
  end-page: 239
  ident: b0200
  article-title: Centrality in social networks conceptual clarification
  publication-title: Soc Netw
– volume: 41
  start-page: 1725
  year: 2019
  end-page: 1737
  ident: b0320
  article-title: Age-related structural and functional variations in 5,967 individuals across the adult lifespan
  publication-title: Hum Brain Mapp
– volume: 9
  start-page: e88297
  year: 2014
  ident: b0230
  article-title: Structural and functional rich club organization of the brain in children and adults
  publication-title: PLoS One
– volume: 2
  start-page: e1049
  year: 2007
  ident: b0450
  article-title: Identification and classification of hubs in brain networks
  publication-title: PLoS One
– volume: 18
  year: 2021
  ident: b0010
  article-title: Resting state dynamic functional connectivity in children with attention deficit/hyperactivity disorder
  publication-title: J Neural Eng
– volume: 24
  start-page: 8223
  year: 2004
  end-page: 8231
  ident: b0445
  article-title: Longitudinal mapping of cortical thickness and brain growth in normal children
  publication-title: J Neurosci Off J Soc Neurosci
– volume: 59
  start-page: 1404
  year: 2012
  end-page: 1412
  ident: b0095
  article-title: Test-retest reliability of resting-state connectivity network characteristics using fMRI and graph theoretical measures
  publication-title: Neuroimage
– volume: 56
  start-page: 924
  year: 2007
  end-page: 935
  ident: b0035
  article-title: Disruption of large-scale brain systems in advanced aging
  publication-title: Neuron
– volume: 109
  start-page: 11372
  year: 2012
  end-page: 11377
  ident: b0515
  article-title: High-cost, high-capacity backbone for global brain communication
  publication-title: Proc Natl Acad Sci U S A
– volume: 3
  start-page: e2001
  year: 2008
  ident: b0265
  article-title: Normalized cut group clustering of resting-state fMRI data
  publication-title: PLoS One
– volume: 10
  start-page: 186
  year: 2009
  end-page: 198
  ident: b0100
  article-title: Complex brain networks: graph theoretical analysis of structural and functional systems
  publication-title: Nat Rev Neurosci
– volume: 12
  year: 2018
  ident: b0425
  article-title: Age related changes in topological properties of brain functional network and structural connectivity
  publication-title: Front Neurosci
– volume: 6
  start-page: e159
  year: 2008
  ident: b0240
  article-title: Mapping the structural core of human cerebral cortex
  publication-title: PLOS Biol
– volume: 117
  start-page: 771
  year: 2020
  end-page: 778
  ident: b0060
  article-title: Development of structure–function coupling in human brain networks during youth
  publication-title: Proc Natl Acad Sci
– volume: 6
  start-page: e26196
  year: 2017
  ident: b0040
  article-title: A hierarchical, retinotopic proto-organization of the primate visual system at birth
  publication-title: Elife
– volume: 102
  start-page: 345
  year: 2014
  end-page: 357
  ident: b0070
  article-title: Changes in structural and functional connectivity among resting-state networks across the human lifespan
  publication-title: Neuroimage
– volume: 1991
  start-page: 268
  year: 1997
  end-page: 282
  ident: b0390
  article-title: Selective aging of the human cerebral cortex observed in vivo: differential vulnerability of the prefrontal gray matter
  publication-title: Cereb Cortex N Y N
– volume: 7
  start-page: 1
  year: 2013
  end-page: 36
  ident: b0435
  article-title: Analyzing complex functional brain networks: fusing statistics and network science to understand the brain
  publication-title: Stat Surv
– volume: 186
  start-page: 455
  year: 2019
  end-page: 463
  ident: b0285
  article-title: Estimation of brain functional connectivity from hypercapnia BOLD MRI data: validation in a lifespan cohort of 170 subjects
  publication-title: Neuroimage
– volume: 227
  start-page: 3001
  year: 2022
  end-page: 3015
  ident: b0050
  article-title: The impact of aging on human brain network target controllability
  publication-title: Brain Struct Funct
– volume: 2
  start-page: 113
  year: 2012
  end-page: 124
  ident: b0340
  article-title: Effects of age on the structure of functional connectivity networks during episodic and working memory demand
  publication-title: Brain Connect
– volume: 185
  start-page: 750
  year: 2019
  end-page: 763
  ident: b0055
  article-title: Automated processing pipeline for neonatal diffusion MRI in the developing Human Connectome Project
  publication-title: Neuroimage
– start-page: 13
  year: 2021
  ident: b0545
  article-title: Interactions between aging and Alzheimer’s disease on structural brain networks
  publication-title: Front Aging Neurosci
– volume: 9
  start-page: 346
  year: 2018
  ident: b0075
  article-title: Diversity of meso-scale architecture in human and non-human connectomes
  publication-title: Nat Commun
– volume: 141
  start-page: 556
  year: 2016
  end-page: 572
  ident: b0020
  article-title: Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images
  publication-title: Neuroimage
– volume: 24
  start-page: 2258
  year: 2014
  end-page: 2267
  ident: b0135
  article-title: Structural and functional aspects relating to cost and benefit of rich club organization in the human cerebral cortex
  publication-title: Cereb Cortex
– volume: 29
  start-page: 162
  year: 1996
  end-page: 173
  ident: b0145
  article-title: AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
  publication-title: Comput Biomed Res
– volume: 20
  start-page: 45
  year: 2001
  end-page: 57
  ident: b0570
  article-title: Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
  publication-title: IEEE Trans Med Imaging
– volume: 15
  start-page: 273
  year: 2002
  end-page: 289
  ident: b0505
  article-title: Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
  publication-title: Neuroimage
– volume: 18
  year: 2021
  ident: b0195
  article-title: Multi-scale structural rich-club organization of the brain in full-term newborns: a combined DWI and fMRI study
  publication-title: J Neural Eng
– volume: 20
  start-page: 519
  year: 2010
  end-page: 534
  ident: b0510
  article-title: Exploring the brain network: a review on resting-state fMRI functional connectivity
  publication-title: Eur Neuropsychopharmacol J Eur Coll Neuropsychopharmacol
– volume: 60
  start-page: e14159
  year: 2023
  ident: b0170
  article-title: The older adult brain is less modular, more integrated, and less efficient at rest: a systematic review of large-scale resting-state functional brain networks in aging
  publication-title: Psychophysiology
– volume: 1991
  start-page: 1987
  year: 2015
  end-page: 1999
  ident: b0215
  article-title: A brain-wide study of age-related changes in functional connectivity
  publication-title: Cereb Cortex N Y N
– volume: 14
  start-page: 204
  year: 2014
  ident: b0420
  article-title: The Cambridge Centre for Ageing and Neuroscience (Cam-CAN) study protocol: a cross-sectional, lifespan, multidisciplinary examination of healthy cognitive ageing
  publication-title: BMC Neurol
– reference: Calhoun VD, Adali T, Pearlson G, Pekar J. Group ICA of functional MRI data: separability, stationarity, and inference. In Proc. Int. Conf. on ICA and BSS San Diego, CA; 2001.
– volume: 160
  start-page: 32
  year: 2017
  end-page: 40
  ident: b0165
  article-title: Effects of aging on functional and structural brain connectivity
  publication-title: Neuroimage
– volume: 9
  start-page: 4046
  year: 2019
  ident: b0335
  article-title: Diffusion-based tractography atlas of the human acoustic radiation
  publication-title: Sci Rep
– volume: 1822
  start-page: 386
  year: 2012
  end-page: 400
  ident: b0325
  article-title: Diffusion tensor imaging of cerebral white matter integrity in cognitive aging
  publication-title: Biochim Biophys Acta
– volume: 17
  start-page: e3000284
  year: 2019
  ident: b0370
  article-title: Microstructural and functional gradients are increasingly dissociated in transmodal cortices
  publication-title: PLOS Biol
– volume: 31
  start-page: 15775
  year: 2011
  end-page: 15786
  ident: b0275
  article-title: Rich-club organization of the human connectome
  publication-title: J Neurosci
– volume: 10
  start-page: 4747
  year: 2019
  ident: b0380
  article-title: Decoupling of brain function from structure reveals regional behavioral specialization in humans
  publication-title: Nat Commun
– volume: 96
  start-page: 205
  year: 2020
  end-page: 222
  ident: b0330
  article-title: Influence of structural and functional brain connectivity on age-related differences in fluid cognition
  publication-title: Neurobiol Aging
– volume: 36
  start-page: 2429
  year: 2015
  end-page: 2442
  ident: b0300
  article-title: Brain network alterations and vulnerability to simulated neurodegeneration in breast cancer
  publication-title: Neurobiol Aging
– volume: 18
  start-page: 712
  year: 1999
  end-page: 721
  ident: b0400
  article-title: Nonrigid registration using free-form deformations: application to breast MR images
  publication-title: IEEE Trans Med Imaging
– volume: 1991
  start-page: 4403
  year: 2018
  end-page: 4423
  ident: b0245
  article-title: Functional parcellation of the cerebral cortex across the human adult lifespan
  publication-title: Cereb Cortex N Y N
– volume: 5
  start-page: 2
  year: 2011
  ident: b0015
  article-title: A baseline for the multivariate comparison of resting-state networks
  publication-title: Front Syst Neurosci
– volume: 107
  start-page: 4734
  year: 2010
  end-page: 4739
  ident: b0085
  article-title: Toward discovery science of human brain function
  publication-title: Proc Natl Acad Sci USA
– volume: 29
  start-page: 15684
  year: 2009
  end-page: 15693
  ident: b0220
  article-title: Age- and gender-related differences in the cortical anatomical network
  publication-title: J Neurosci
– reference: Book Series: Handbook of Clinical Neurology [WWW Document], n.d. URL:
– volume: 28
  start-page: 3586
  year: 2008
  end-page: 3594
  ident: b0430
  article-title: Neurodevelopmental trajectories of the human cerebral cortex
  publication-title: J Neurosci
– volume: 28
  start-page: 10844
  year: 2008
  end-page: 10851
  ident: b0260
  article-title: Microstructural organization of the cingulum tract and the level of default mode functional connectivity
  publication-title: J Neurosci
– volume: 41
  start-page: 159
  year: 2016
  end-page: 172
  ident: b0225
  article-title: Age differences in the functional interactions among the default, frontoparietal control, and dorsal attention networks
  publication-title: Neurobiol Aging
– volume: 35
  start-page: 2193
  year: 2014
  end-page: 2202
  ident: b0405
  article-title: Changes in whole-brain functional networks and memory performance in aging
  publication-title: Neurobiol Aging
– volume: 10
  start-page: 84
  year: 2016
  ident: b0485
  article-title: The “Hub Disruption Index”, a reliable index sensitive to the brain networks reorganization. A study of the contralesional hemisphere in stroke
  publication-title: Front Comput Neurosci
– volume: 33
  start-page: 899
  year: 2012
  end-page: 913
  ident: b0580
  article-title: Changing topological patterns in normal aging using large-scale structural networks
  publication-title: Neurobiol Aging
– volume: 10
  year: 2018
  ident: b0385
  article-title: Gray matter volume and cognitive performance during normal aging. A voxel-based morphometry study
  publication-title: Front Aging Neurosci
– volume: 116
  start-page: 21219
  year: 2019
  end-page: 21227
  ident: b0525
  article-title: Gradients of structure–function tethering across neocortex
  publication-title: Proc Natl Acad Sci
– volume: 125
  start-page: 1063
  year: 2016
  end-page: 1078
  ident: b0025
  article-title: An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging
  publication-title: Neuroimage
– volume: 29
  start-page: 493
  year: 2006
  end-page: 504
  ident: b0250
  article-title: Pediatric diffusion tensor imaging: normal database and observation of the white matter maturation in early childhood
  publication-title: Neuroimage
– volume: 17
  start-page: 683
  year: 2013
  end-page: 696
  ident: b0520
  article-title: Network hubs in the human brain
  publication-title: Trends Cogn Sci
– volume: 37
  start-page: 384
  year: 2013
  end-page: 400
  ident: b0180
  article-title: Resting-state functional connectivity in normal brain aging
  publication-title: Neurosci Biobehav Rev
– volume: 32
  start-page: 413
  year: 2009
  end-page: 434
  ident: b0465
  article-title: Cerebellum and nonmotor function
  publication-title: Annu Rev Neurosci
– volume: 4
  start-page: 8
  year: 2010
  ident: b0125
  article-title: Advances and pitfalls in the analysis and interpretation of resting-state FMRI data
  publication-title: Front Syst Neurosci
– volume: 19
  start-page: 616
  year: 2013
  end-page: 628
  ident: b0140
  article-title: The ontogeny of the human connectome: development and dynamic changes of brain connectivity across the life span
  publication-title: Neurosci Rev J Bringing Neurobiol Neurol Psychiatry
– volume: 3
  start-page: 165
  year: 1995
  end-page: 189
  ident: b0205
  article-title: Spatial registration and normalization of images
  publication-title: Hum Brain Mapp
– year: 2006
  ident: b0080
  publication-title: Lifespan Cognition: Mechanisms of Change
– volume: 42
  start-page: 1758
  year: 2021
  end-page: 1776
  ident: b0395
  article-title: Development and evaluation of a high performance T1-weighted brain template for use in studies on older adults
  publication-title: Hum Brain Mapp
– volume: 24
  start-page: 2258
  year: 2014
  ident: 10.1016/j.nbas.2023.100105_b0135
  article-title: Structural and functional aspects relating to cost and benefit of rich club organization in the human cerebral cortex
  publication-title: Cereb Cortex
  doi: 10.1093/cercor/bht064
– volume: 1991
  start-page: 2507
  issue: 28
  year: 2018
  ident: 10.1016/j.nbas.2023.100105_b0155
  article-title: Somatotopic mapping of the developing sensorimotor cortex in the preterm human brain
  publication-title: Cereb Cortex N Y N
  doi: 10.1093/cercor/bhy050
– volume: 35
  start-page: 2193
  year: 2014
  ident: 10.1016/j.nbas.2023.100105_b0405
  article-title: Changes in whole-brain functional networks and memory performance in aging
  publication-title: Neurobiol Aging
  doi: 10.1016/j.neurobiolaging.2014.04.007
– start-page: 13
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_b0545
  article-title: Interactions between aging and Alzheimer’s disease on structural brain networks
  publication-title: Front Aging Neurosci
– volume: 29
  start-page: 15684
  year: 2009
  ident: 10.1016/j.nbas.2023.100105_b0220
  article-title: Age- and gender-related differences in the cortical anatomical network
  publication-title: J Neurosci
  doi: 10.1523/JNEUROSCI.2308-09.2009
– volume: 10
  start-page: 4747
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0380
  article-title: Decoupling of brain function from structure reveals regional behavioral specialization in humans
  publication-title: Nat Commun
  doi: 10.1038/s41467-019-12765-7
– volume: 236
  start-page: 118070
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_bib591
  article-title: Age-related differences in network structure and dynamic synchrony of cognitive control
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2021.118070
– volume: 36
  start-page: 2429
  year: 2015
  ident: 10.1016/j.nbas.2023.100105_b0300
  article-title: Brain network alterations and vulnerability to simulated neurodegeneration in breast cancer
  publication-title: Neurobiol Aging
  doi: 10.1016/j.neurobiolaging.2015.04.015
– volume: 125
  start-page: 74
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0065
  article-title: Differential aging of cerebral white matter in middle-aged and older adults: a seven-year follow-up
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2015.10.030
– volume: 17
  start-page: 825
  year: 2002
  ident: 10.1016/j.nbas.2023.100105_b0290
  article-title: Improved optimization for the robust and accurate linear registration and motion correction of brain images
  publication-title: Neuroimage
  doi: 10.1006/nimg.2002.1132
– volume: 6
  start-page: 298
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0345
  article-title: A mapping between structural and functional brain networks
  publication-title: Brain Connect
  doi: 10.1089/brain.2015.0408
– volume: 1822
  start-page: 386
  year: 2012
  ident: 10.1016/j.nbas.2023.100105_b0325
  article-title: Diffusion tensor imaging of cerebral white matter integrity in cognitive aging
  publication-title: Biochim Biophys Acta
  doi: 10.1016/j.bbadis.2011.08.003
– volume: 48
  start-page: 21
  year: 2009
  ident: 10.1016/j.nbas.2023.100105_b0410
  article-title: Age-associated alterations in cortical gray and white matter signal intensity and gray to white matter contrast
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2009.06.074
– volume: 1
  start-page: 215
  year: 1978
  ident: 10.1016/j.nbas.2023.100105_b0200
  article-title: Centrality in social networks conceptual clarification
  publication-title: Soc Netw
  doi: 10.1016/0378-8733(78)90021-7
– volume: 5
  start-page: 143
  year: 2001
  ident: 10.1016/j.nbas.2023.100105_b0295
  article-title: A global optimisation method for robust affine registration of brain images
  publication-title: Med Image Anal
  doi: 10.1016/S1361-8415(01)00036-6
– volume: 40
  start-page: 2252
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0440
  article-title: Evolution of white matter tract microstructure across the life span
  publication-title: Hum Brain Mapp
  doi: 10.1002/hbm.24522
– volume: 32
  start-page: 413
  year: 2009
  ident: 10.1016/j.nbas.2023.100105_b0465
  article-title: Cerebellum and nonmotor function
  publication-title: Annu Rev Neurosci
  doi: 10.1146/annurev.neuro.31.060407.125606
– volume: 29
  start-page: 162
  year: 1996
  ident: 10.1016/j.nbas.2023.100105_b0145
  article-title: AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
  publication-title: Comput Biomed Res
  doi: 10.1006/cbmr.1996.0014
– volume: 1991
  start-page: 4403
  issue: 28
  year: 2018
  ident: 10.1016/j.nbas.2023.100105_b0245
  article-title: Functional parcellation of the cerebral cortex across the human adult lifespan
  publication-title: Cereb Cortex N Y N
  doi: 10.1093/cercor/bhy218
– start-page: 7
  year: 2013
  ident: 10.1016/j.nbas.2023.100105_b0540
  article-title: A longitudinal study of structural brain network changes with normal aging
  publication-title: Front Hum Neurosci
– volume: 59
  start-page: 1404
  year: 2012
  ident: 10.1016/j.nbas.2023.100105_b0095
  article-title: Test-retest reliability of resting-state connectivity network characteristics using fMRI and graph theoretical measures
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2011.08.044
– volume: 10
  start-page: e01652
  year: 2020
  ident: 10.1016/j.nbas.2023.100105_b0535
  article-title: Alterations of local functional connectivity in lifespan: a resting-state fMRI study
  publication-title: Brain Behav
  doi: 10.1002/brb3.1652
– volume: 227
  start-page: 3001
  year: 2022
  ident: 10.1016/j.nbas.2023.100105_b0050
  article-title: The impact of aging on human brain network target controllability
  publication-title: Brain Struct Funct
  doi: 10.1007/s00429-022-02584-w
– year: 2006
  ident: 10.1016/j.nbas.2023.100105_b0080
– volume: 7
  start-page: 1
  year: 2013
  ident: 10.1016/j.nbas.2023.100105_b0435
  article-title: Analyzing complex functional brain networks: fusing statistics and network science to understand the brain
  publication-title: Stat Surv
  doi: 10.1214/13-SS103
– volume: 2
  start-page: e1049
  year: 2007
  ident: 10.1016/j.nbas.2023.100105_b0450
  article-title: Identification and classification of hubs in brain networks
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0001049
– volume: 1–9
  year: 2023
  ident: 10.1016/j.nbas.2023.100105_b0185
  article-title: Age-related vulnerability of the human brain connectome
  publication-title: Mol Psychiatry
– volume: 37
  start-page: 2645
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0585
  article-title: Structural architecture supports functional organization in the human aging brain at a regionwise and network level
  publication-title: Hum Brain Mapp
  doi: 10.1002/hbm.23200
– volume: 96
  start-page: 205
  year: 2020
  ident: 10.1016/j.nbas.2023.100105_b0330
  article-title: Influence of structural and functional brain connectivity on age-related differences in fluid cognition
  publication-title: Neurobiol Aging
  doi: 10.1016/j.neurobiolaging.2020.09.010
– volume: 33
  start-page: 1914
  year: 2012
  ident: 10.1016/j.nbas.2023.100105_b0150
  article-title: A whole brain fMRI atlas generated via spatially constrained spectral clustering
  publication-title: Hum Brain Mapp
  doi: 10.1002/hbm.21333
– volume: 10
  start-page: 84
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0485
  article-title: The “Hub Disruption Index”, a reliable index sensitive to the brain networks reorganization. A study of the contralesional hemisphere in stroke
  publication-title: Front Comput Neurosci
  doi: 10.3389/fncom.2016.00084
– volume: 5
  start-page: 298
  year: 2014
  ident: 10.1016/j.nbas.2023.100105_b0160
  article-title: Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia
  publication-title: NeuroImage Clin
  doi: 10.1016/j.nicl.2014.07.003
– start-page: 37
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_b0315
  article-title: Chapter 3 – Functional connectivity in aging
– volume: 18
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_b0010
  article-title: Resting state dynamic functional connectivity in children with attention deficit/hyperactivity disorder
  publication-title: J Neural Eng
  doi: 10.1088/1741-2552/ac16b3
– volume: 24
  start-page: 8223
  year: 2004
  ident: 10.1016/j.nbas.2023.100105_b0445
  article-title: Longitudinal mapping of cortical thickness and brain growth in normal children
  publication-title: J Neurosci Off J Soc Neurosci
  doi: 10.1523/JNEUROSCI.1798-04.2004
– ident: 10.1016/j.nbas.2023.100105_b0090
– volume: 29
  start-page: 14223
  year: 2009
  ident: 10.1016/j.nbas.2023.100105_b0175
  article-title: The spinothalamic system targets motor and sensory areas in the cerebral cortex of monkeys
  publication-title: J Neurosci Off J Soc Neurosci
  doi: 10.1523/JNEUROSCI.3398-09.2009
– volume: 139
  start-page: 3063
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0005
  article-title: Brain networks under attack: robustness properties and the impact of lesions
  publication-title: Brain J Neurol
  doi: 10.1093/brain/aww194
– volume: 13
  start-page: 2053
  year: 2022
  ident: 10.1016/j.nbas.2023.100105_b0565
  article-title: Local structure-function relationships in human brain networks across the lifespan
  publication-title: Nat Commun
  doi: 10.1038/s41467-022-29770-y
– volume: 1991
  start-page: 1987
  issue: 25
  year: 2015
  ident: 10.1016/j.nbas.2023.100105_b0215
  article-title: A brain-wide study of age-related changes in functional connectivity
  publication-title: Cereb Cortex N Y N
  doi: 10.1093/cercor/bhu012
– volume: 86
  start-page: 1518
  year: 2015
  ident: 10.1016/j.nbas.2023.100105_b0355
  article-title: Cooperative and competitive spreading dynamics on the human connectome
  publication-title: Neuron
  doi: 10.1016/j.neuron.2015.05.035
– volume: 10
  year: 2018
  ident: 10.1016/j.nbas.2023.100105_b0385
  article-title: Gray matter volume and cognitive performance during normal aging. A voxel-based morphometry study
  publication-title: Front Aging Neurosci
  doi: 10.3389/fnagi.2018.00235
– volume: 116
  start-page: 21219
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0525
  article-title: Gradients of structure–function tethering across neocortex
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.1903403116
– volume: 2
  start-page: 110
  year: 2006
  ident: 10.1016/j.nbas.2023.100105_b0130
  article-title: Detecting rich-club ordering in complex networks
  publication-title: Nat Phys
  doi: 10.1038/nphys209
– volume: 185
  start-page: 750
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0055
  article-title: Automated processing pipeline for neonatal diffusion MRI in the developing Human Connectome Project
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2018.05.064
– volume: 9
  start-page: 4046
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0335
  article-title: Diffusion-based tractography atlas of the human acoustic radiation
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-40666-8
– volume: 60
  start-page: e14159
  year: 2023
  ident: 10.1016/j.nbas.2023.100105_b0170
  article-title: The older adult brain is less modular, more integrated, and less efficient at rest: a systematic review of large-scale resting-state functional brain networks in aging
  publication-title: Psychophysiology
  doi: 10.1111/psyp.14159
– volume: 18
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_b0195
  article-title: Multi-scale structural rich-club organization of the brain in full-term newborns: a combined DWI and fMRI study
  publication-title: J Neural Eng
  doi: 10.1088/1741-2552/abfd46
– volume: 17
  start-page: e3000284
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0370
  article-title: Microstructural and functional gradients are increasingly dissociated in transmodal cortices
  publication-title: PLOS Biol
  doi: 10.1371/journal.pbio.3000284
– volume: 45
  start-page: 149
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0460
  article-title: Attenuated anticorrelation between the default and dorsal attention networks with aging: Evidence from task and rest
  publication-title: Neurobiol Aging
  doi: 10.1016/j.neurobiolaging.2016.05.020
– volume: 106
  start-page: 11747
  year: 2009
  ident: 10.1016/j.nbas.2023.100105_b0045
  article-title: Cognitive fitness of cost-efficient brain functional networks
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.0903641106
– volume: 9
  start-page: 62
  year: 1979
  ident: 10.1016/j.nbas.2023.100105_b0365
  article-title: A threshold selection method from gray-level histograms
  publication-title: IEEE Trans Syst Man Cybern
  doi: 10.1109/TSMC.1979.4310076
– volume: 9
  start-page: 346
  year: 2018
  ident: 10.1016/j.nbas.2023.100105_b0075
  article-title: Diversity of meso-scale architecture in human and non-human connectomes
  publication-title: Nat Commun
  doi: 10.1038/s41467-017-02681-z
– volume: 9
  start-page: e88297
  year: 2014
  ident: 10.1016/j.nbas.2023.100105_b0230
  article-title: Structural and functional rich club organization of the brain in children and adults
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0088297
– volume: 173
  start-page: 498
  year: 2018
  ident: 10.1016/j.nbas.2023.100105_b0530
  article-title: Evolution of spatial and temporal features of functional brain networks across the lifespan
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2018.02.066
– volume: 31
  start-page: 15775
  year: 2011
  ident: 10.1016/j.nbas.2023.100105_b0275
  article-title: Rich-club organization of the human connectome
  publication-title: J Neurosci
  doi: 10.1523/JNEUROSCI.3539-11.2011
– volume: 21
  start-page: 1078
  year: 2006
  ident: 10.1016/j.nbas.2023.100105_b0350
  article-title: The Addenbrooke’s Cognitive Examination Revised (ACE-R): a brief cognitive test battery for dementia screening
  publication-title: Int J Geriatr Psychiatry
  doi: 10.1002/gps.1610
– volume: 18
  start-page: 386
  year: 2002
  ident: 10.1016/j.nbas.2023.100105_b0255
  article-title: Functional anatomy of thalamus and basal ganglia
  publication-title: Childs Nerv Syst
  doi: 10.1007/s00381-002-0604-1
– volume: 14
  start-page: 204
  year: 2014
  ident: 10.1016/j.nbas.2023.100105_b0420
  article-title: The Cambridge Centre for Ageing and Neuroscience (Cam-CAN) study protocol: a cross-sectional, lifespan, multidisciplinary examination of healthy cognitive ageing
  publication-title: BMC Neurol
  doi: 10.1186/s12883-014-0204-1
– volume: 15
  start-page: e0232296
  year: 2020
  ident: 10.1016/j.nbas.2023.100105_b0360
  article-title: Interpretable brain age prediction using linear latent variable models of functional connectivity
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0232296
– volume: 5
  start-page: 2
  year: 2011
  ident: 10.1016/j.nbas.2023.100105_b0015
  article-title: A baseline for the multivariate comparison of resting-state networks
  publication-title: Front Syst Neurosci
  doi: 10.3389/fnsys.2011.00002
– volume: 24
  start-page: 302
  year: 2020
  ident: 10.1016/j.nbas.2023.100105_b0475
  article-title: Linking structure and function in macroscale brain networks
  publication-title: Trends Cogn Sci
  doi: 10.1016/j.tics.2020.01.008
– volume: 2
  start-page: 113
  year: 2012
  ident: 10.1016/j.nbas.2023.100105_b0340
  article-title: Effects of age on the structure of functional connectivity networks during episodic and working memory demand
  publication-title: Brain Connect
  doi: 10.1089/brain.2012.0077
– volume: 16
  start-page: 52
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0550
  article-title: Automatic removal of false connections in diffusion MRI tractography using topology-informed pruning (TIP)
  publication-title: Neurother J Am Soc Exp Neurother
– volume: 111
  start-page: E4997
  year: 2014
  ident: 10.1016/j.nbas.2023.100105_b0115
  article-title: Decreased segregation of brain systems across the healthy adult lifespan
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.1415122111
– volume: 144
  start-page: 262
  year: 2017
  ident: 10.1016/j.nbas.2023.100105_b0480
  article-title: The Cambridge Centre for Ageing and Neuroscience (Cam-CAN) data repository: structural and functional MRI, MEG, and cognitive data from a cross-sectional adult lifespan sample
  publication-title: NeuroImage Data Sharing Part II
– volume: 107
  start-page: 4734
  year: 2010
  ident: 10.1016/j.nbas.2023.100105_b0085
  article-title: Toward discovery science of human brain function
  publication-title: Proc Natl Acad Sci USA
  doi: 10.1073/pnas.0911855107
– volume: 80
  start-page: 426
  year: 2013
  ident: 10.1016/j.nbas.2023.100105_b0190
  article-title: Graph analysis of the human connectome: promise, progress, and pitfalls
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2013.04.087
– volume: 10
  start-page: 186
  year: 2009
  ident: 10.1016/j.nbas.2023.100105_b0100
  article-title: Complex brain networks: graph theoretical analysis of structural and functional systems
  publication-title: Nat Rev Neurosci
  doi: 10.1038/nrn2575
– volume: 33
  start-page: 899
  year: 2012
  ident: 10.1016/j.nbas.2023.100105_b0580
  article-title: Changing topological patterns in normal aging using large-scale structural networks
  publication-title: Neurobiol Aging
  doi: 10.1016/j.neurobiolaging.2010.06.022
– volume: 1991
  start-page: 268
  issue: 7
  year: 1997
  ident: 10.1016/j.nbas.2023.100105_b0390
  article-title: Selective aging of the human cerebral cortex observed in vivo: differential vulnerability of the prefrontal gray matter
  publication-title: Cereb Cortex N Y N
  doi: 10.1093/cercor/7.3.268
– volume: 28
  start-page: 10844
  year: 2008
  ident: 10.1016/j.nbas.2023.100105_b0260
  article-title: Microstructural organization of the cingulum tract and the level of default mode functional connectivity
  publication-title: J Neurosci
  doi: 10.1523/JNEUROSCI.2964-08.2008
– volume: 32
  start-page: 354
  year: 2011
  ident: 10.1016/j.nbas.2023.100105_b0490
  article-title: Age-related gray matter volume changes in the brain during non-elderly adulthood
  publication-title: Neurobiol Aging
  doi: 10.1016/j.neurobiolaging.2009.02.008
– volume: 29
  start-page: 296
  issue: Suppl 3
  year: 2008
  ident: 10.1016/j.nbas.2023.100105_b0210
  publication-title: Aging Neurol Sci
  doi: 10.1007/s10072-008-1002-6
– volume: 6
  start-page: e26196
  year: 2017
  ident: 10.1016/j.nbas.2023.100105_b0040
  article-title: A hierarchical, retinotopic proto-organization of the primate visual system at birth
  publication-title: Elife
  doi: 10.7554/eLife.26196
– volume: 3
  start-page: e2001
  year: 2008
  ident: 10.1016/j.nbas.2023.100105_b0265
  article-title: Normalized cut group clustering of resting-state fMRI data
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0002001
– volume: 41
  start-page: 1725
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0320
  article-title: Age-related structural and functional variations in 5,967 individuals across the adult lifespan
  publication-title: Hum Brain Mapp
  doi: 10.1002/hbm.24905
– volume: 41
  start-page: 159
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0225
  article-title: Age differences in the functional interactions among the default, frontoparietal control, and dorsal attention networks
  publication-title: Neurobiol Aging
  doi: 10.1016/j.neurobiolaging.2016.02.020
– volume: 141
  start-page: 556
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0020
  article-title: Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2016.06.058
– ident: 10.1016/j.nbas.2023.100105_b0105
– volume: 18
  start-page: 712
  year: 1999
  ident: 10.1016/j.nbas.2023.100105_b0400
  article-title: Nonrigid registration using free-form deformations: application to breast MR images
  publication-title: IEEE Trans Med Imaging
  doi: 10.1109/42.796284
– volume: 3
  start-page: 165
  year: 1995
  ident: 10.1016/j.nbas.2023.100105_b0205
  article-title: Spatial registration and normalization of images
  publication-title: Hum Brain Mapp
  doi: 10.1002/hbm.460030303
– volume: 12
  year: 2018
  ident: 10.1016/j.nbas.2023.100105_b0425
  article-title: Age related changes in topological properties of brain functional network and structural connectivity
  publication-title: Front Neurosci
  doi: 10.3389/fnins.2018.00318
– volume: 37
  start-page: 384
  year: 2013
  ident: 10.1016/j.nbas.2023.100105_b0180
  article-title: Resting-state functional connectivity in normal brain aging
  publication-title: Neurosci Biobehav Rev
  doi: 10.1016/j.neubiorev.2013.01.017
– volume: 99
  start-page: 1354
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_b0120
  article-title: Reorganization of brain structural networks in aging: a longitudinal study
  publication-title: J Neurosci Res
  doi: 10.1002/jnr.24795
– volume: 33
  start-page: 14489
  year: 2013
  ident: 10.1016/j.nbas.2023.100105_b0270
  article-title: An anatomical substrate for integration among functional networks in human cortex
  publication-title: J Neurosci
  doi: 10.1523/JNEUROSCI.2128-13.2013
– volume: 1
  start-page: e42
  year: 2005
  ident: 10.1016/j.nbas.2023.100105_b0455
  article-title: The human connectome: a structural description of the human brain
  publication-title: PLOS Comput Biol
  doi: 10.1371/journal.pcbi.0010042
– volume: 17
  start-page: 549
  issue: 471
  year: 2012
  ident: 10.1016/j.nbas.2023.100105_b0500
  article-title: Aging and functional brain networks
  publication-title: Mol Psychiatry
  doi: 10.1038/mp.2011.81
– volume: 202
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0560
  article-title: Differential tractography as a track-based biomarker for neuronal injury
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2019.116131
– volume: 6
  start-page: 888
  year: 2010
  ident: 10.1016/j.nbas.2023.100105_b0310
  article-title: Identification of influential spreaders in complex networks
  publication-title: Nat Phys
  doi: 10.1038/nphys1746
– volume: 20
  start-page: 45
  year: 2001
  ident: 10.1016/j.nbas.2023.100105_b0570
  article-title: Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
  publication-title: IEEE Trans Med Imaging
  doi: 10.1109/42.906424
– volume: 28
  start-page: 3586
  year: 2008
  ident: 10.1016/j.nbas.2023.100105_b0430
  article-title: Neurodevelopmental trajectories of the human cerebral cortex
  publication-title: J Neurosci
  doi: 10.1523/JNEUROSCI.5309-07.2008
– volume: 117
  start-page: 771
  year: 2020
  ident: 10.1016/j.nbas.2023.100105_b0060
  article-title: Development of structure–function coupling in human brain networks during youth
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.1912034117
– volume: 106
  start-page: 2035
  year: 2009
  ident: 10.1016/j.nbas.2023.100105_b0280
  article-title: Predicting human resting-state functional connectivity from structural connectivity
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.0811168106
– volume: 7
  start-page: 76
  year: 2014
  ident: 10.1016/j.nbas.2023.100105_b0110
  article-title: Topological organization of the human brain functional connectome across the lifespan
  publication-title: Dev Cogn Neurosci
  doi: 10.1016/j.dcn.2013.11.004
– volume: 160
  start-page: 32
  year: 2017
  ident: 10.1016/j.nbas.2023.100105_b0165
  article-title: Effects of aging on functional and structural brain connectivity
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2017.01.077
– volume: 17
  start-page: 683
  year: 2013
  ident: 10.1016/j.nbas.2023.100105_b0520
  article-title: Network hubs in the human brain
  publication-title: Trends Cogn Sci
  doi: 10.1016/j.tics.2013.09.012
– volume: 6
  start-page: e159
  year: 2008
  ident: 10.1016/j.nbas.2023.100105_b0240
  article-title: Mapping the structural core of human cerebral cortex
  publication-title: PLOS Biol
  doi: 10.1371/journal.pbio.0060159
– volume: 29
  start-page: 493
  year: 2006
  ident: 10.1016/j.nbas.2023.100105_b0250
  article-title: Pediatric diffusion tensor imaging: normal database and observation of the white matter maturation in early childhood
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2005.08.017
– volume: 56
  start-page: 924
  year: 2007
  ident: 10.1016/j.nbas.2023.100105_b0035
  article-title: Disruption of large-scale brain systems in advanced aging
  publication-title: Neuron
  doi: 10.1016/j.neuron.2007.10.038
– volume: 433
  start-page: 895
  year: 2005
  ident: 10.1016/j.nbas.2023.100105_b0235
  article-title: Functional cartography of complex metabolic networks
  publication-title: Nature
  doi: 10.1038/nature03288
– volume: 29
  start-page: 1626
  year: 2010
  ident: 10.1016/j.nbas.2023.100105_b0555
  article-title: Generalized q-sampling imaging
  publication-title: IEEE Trans Med Imaging
  doi: 10.1109/TMI.2010.2045126
– volume: 189
  start-page: 432
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0590
  article-title: Patterns of functional connectivity in an aging population: the Rotterdam Study
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2019.01.041
– volume: 36
  start-page: 3777
  year: 2015
  ident: 10.1016/j.nbas.2023.100105_b0575
  article-title: Age-related changes in the topological organization of the white matter structural connectome across the human lifespan
  publication-title: Hum Brain Mapp
  doi: 10.1002/hbm.22877
– volume: 102
  start-page: 345
  issue: Pt 2
  year: 2014
  ident: 10.1016/j.nbas.2023.100105_b0070
  article-title: Changes in structural and functional connectivity among resting-state networks across the human lifespan
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2014.07.067
– volume: 186
  start-page: 455
  year: 2019
  ident: 10.1016/j.nbas.2023.100105_b0285
  article-title: Estimation of brain functional connectivity from hypercapnia BOLD MRI data: validation in a lifespan cohort of 170 subjects
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2018.11.028
– volume: 42
  start-page: 1758
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_b0395
  article-title: Development and evaluation of a high performance T1-weighted brain template for use in studies on older adults
  publication-title: Hum Brain Mapp
  doi: 10.1002/hbm.25327
– volume: 19
  start-page: 616
  year: 2013
  ident: 10.1016/j.nbas.2023.100105_b0140
  article-title: The ontogeny of the human connectome: development and dynamic changes of brain connectivity across the life span
  publication-title: Neurosci Rev J Bringing Neurobiol Neurol Psychiatry
– volume: 125
  start-page: 1063
  year: 2016
  ident: 10.1016/j.nbas.2023.100105_b0025
  article-title: An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2015.10.019
– volume: 242
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_b0375
  article-title: When functional blurring becomes deleterious: reduced system segregation is associated with less white matter integrity and cognitive decline in aging
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2021.118449
– volume: 106
  start-page: 1125
  year: 2011
  ident: 10.1016/j.nbas.2023.100105_b0495
  article-title: The organization of the human cerebral cortex estimated by intrinsic functional connectivity
  publication-title: J Neurophysiol
  doi: 10.1152/jn.00338.2011
– volume: 1
  year: 2020
  ident: 10.1016/j.nbas.2023.100105_b0415
  article-title: Integrated value of influence: an integrative method for the identification of the most influential nodes within networks
  publication-title: Patterns N Y N
– volume: 20
  start-page: 519
  year: 2010
  ident: 10.1016/j.nbas.2023.100105_b0510
  article-title: Exploring the brain network: a review on resting-state fMRI functional connectivity
  publication-title: Eur Neuropsychopharmacol J Eur Coll Neuropsychopharmacol
  doi: 10.1016/j.euroneuro.2010.03.008
– volume: 109
  start-page: 11372
  year: 2012
  ident: 10.1016/j.nbas.2023.100105_b0515
  article-title: High-cost, high-capacity backbone for global brain communication
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.1203593109
– volume: 4
  start-page: 8
  year: 2010
  ident: 10.1016/j.nbas.2023.100105_b0125
  article-title: Advances and pitfalls in the analysis and interpretation of resting-state FMRI data
  publication-title: Front Syst Neurosci
– volume: 15
  start-page: 273
  year: 2002
  ident: 10.1016/j.nbas.2023.100105_b0505
  article-title: Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
  publication-title: Neuroimage
  doi: 10.1006/nimg.2001.0978
– volume: 214
  year: 2020
  ident: 10.1016/j.nbas.2023.100105_b0470
  article-title: Functional network reorganization in older adults: graph-theoretical analyses of age, cognition and sex
  publication-title: Neuroimage
  doi: 10.1016/j.neuroimage.2020.116756
– volume: 11
  start-page: 970
  year: 2021
  ident: 10.1016/j.nbas.2023.100105_b0305
  article-title: Effect of Multishell diffusion MRI acquisition strategy and parcellation scale on rich-club organization of human brain structural networks
  publication-title: Diagn Basel Switz
SSID ssj0002513311
Score 2.3015053
Snippet We investigated age-related trends in the topology and hierarchical organization of brain structural and functional networks using diffusion-weighted imaging...
SourceID doaj
pubmedcentral
hal
proquest
pubmed
crossref
elsevier
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 100105
SubjectTerms Aging
Brain functional connectivity
Brain structural connectivity
Cognitive science
Neuroscience
Rich-club organization
Structure–function coupling
Vulnerability analysis
Title Age-related differences in structural and resting-state functional brain network organization across the adult lifespan: A cross-sectional study
URI https://dx.doi.org/10.1016/j.nbas.2023.100105
https://www.ncbi.nlm.nih.gov/pubmed/38273866
https://www.proquest.com/docview/2929066661
https://hal.science/hal-04436239
https://pubmed.ncbi.nlm.nih.gov/PMC10809105
https://doaj.org/article/af6cdf1271ab420d9960046be602a99e
Volume 5
WOSCitedRecordID wos001158139300001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 2589-9589
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002513311
  issn: 2589-9589
  databaseCode: DOA
  dateStart: 20210101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 2589-9589
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002513311
  issn: 2589-9589
  databaseCode: M~E
  dateStart: 20210101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwELZoxYELAsojPCqDEBdkyNMPbgG16gEqDiDtzXKcCQ0qXkRLJS78Bn4yM3ayyoJULuxhV0q8djIz8Yydme9j7CmqPB_qGoQDqETt-0FoU2oBpsl916MLqnwkm1DHx3q1Mu8XVF-UE5bggZPgXrpBYgdFqQrX1WXeE5oIruk6kHnpjAGafTHqWSymaA4uibakKKYqmZTQFdAvvCC28Ig7RHx1C08UAfu3HNLOCWVG_h12_pk9uXBHhzfY9SmO5G26_pvsCoRbbK8NuIb-8oM_4zGzM26Z77Ff7ScQsWgFej4zouD8wMfAE34sYW9wF3pOTB3ozESsM-Lk9NJeIe-ISoKHlDTO14sKTu7i_XGMJHlE8-Cn4wA4UYVXvOXxnDiDuZ8IZ3ubfTw8-PDmSExMDMI3jTwXDmUth04p2XmcI3LjB0cs5ajfotGyL5Ty0HVl4yRI12v8KXtTwNDpGm0hr-6w3bAOcI9xL3tVx9fIgMGDyZ2spde5q5RX0oHJWDFrxfoJppzYMk7tnI_22ZImLWnSJk1m7PnmP18TSMelrV-TsjctCWA7HkDZ2cns7L_MLmPNbCp2ilVSDIJdjZcO_gTtamvso_atpWMoE4wmKnNRZOzxbHYWn3Z6heMCrL9jT4bg-fGDbe4mM9z0VWkqs5IyY3rLQLcG2z4TxpOIKE6Jphg3Nvf_h2gesGt4w3Xap3rIdtGO4RG76i_Ox7Nv-2xHrfR-fFrx-93Pg9_O9kdX
linkProvider Directory of Open Access Journals
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Age-related+differences+in+structural+and+resting-state+functional+brain+network+organization+across+the+adult+lifespan%3A+A+cross-sectional+study&rft.jtitle=Aging+brain&rft.au=Khalilian%2C+Maedeh&rft.au=Toba%2C+Monica+N&rft.au=Roussel%2C+Martine&rft.au=Tasseel-Ponche%2C+Sophie&rft.date=2024-01-01&rft.eissn=2589-9589&rft.volume=5&rft.spage=100105&rft_id=info:doi/10.1016%2Fj.nbas.2023.100105&rft_id=info%3Apmid%2F38273866&rft.externalDocID=38273866
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2589-9589&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2589-9589&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2589-9589&client=summon