Cross-paradigm connectivity: reliability, stability, and utility.
Cross-paradigm connectivity
Functional connectome
Individual identifiability
Reliability
Stability
Journal
Brain imaging and behavior
ISSN: 1931-7565
Titre abrégé: Brain Imaging Behav
Pays: United States
ID NLM: 101300405
Informations de publication
Date de publication:
Apr 2021
Apr 2021
Historique:
pubmed:
4
5
2020
medline:
28
4
2021
entrez:
4
5
2020
Statut:
ppublish
Résumé
While functional neuroimaging studies typically focus on a particular paradigm to investigate network connectivity, the human brain appears to possess an intrinsic "trait" architecture that is independent of any given paradigm. We have previously proposed the use of "cross-paradigm connectivity (CPC)" to quantify shared connectivity patterns across multiple paradigms and have demonstrated the utility of such measures in clinical studies. Here, using generalizability theory and connectome fingerprinting, we examined the reliability, stability, and individual identifiability of CPC in a group of highly-sampled healthy traveling subjects who received fMRI scans with a battery of five paradigms across multiple sites and days. Compared with single-paradigm connectivity matrices, the CPC matrices showed higher reliability in connectivity diversity, lower reliability in connectivity strength, higher stability, and higher individual identification accuracy. All of these assessments increased as a function of number of paradigms included in the CPC analysis. In comparisons involving different paradigm combinations and different brain atlases, we observed significantly higher reliability, stability, and identifiability for CPC matrices constructed from task-only data (versus those from both task and rest data), and higher identifiability but lower stability for CPC matrices constructed from the Power atlas (versus those from the AAL atlas). Moreover, we showed that multi-paradigm CPC matrices likely reflect the brain's "trait" structure that cannot be fully achieved from single-paradigm data, even with multiple runs. The present results provide evidence for the feasibility and utility of CPC in the study of functional "trait" networks and offer some methodological implications for future CPC studies.
Identifiants
pubmed: 32361945
doi: 10.1007/s11682-020-00272-z
pii: 10.1007/s11682-020-00272-z
pmc: PMC8378905
mid: NIHMS1722913
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
614-629Subventions
Organisme : NIMH NIH HHS
ID : U01 MH082022
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001863
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH081988
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH066069
Pays : United States
Organisme : NIMH NIH HHS
ID : P50 MH066286
Pays : United States
Organisme : NICHD NIH HHS
ID : U54 HD079124
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH066134
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH82022
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH081902
Pays : United States
Organisme : NICHD NIH HHS
ID : P50 HD103573
Pays : United States
Organisme : Brain and Behavior Research Foundation
ID : 27068
Organisme : NIMH NIH HHS
ID : R01 MH076989
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH081857
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH081944
Pays : United States
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