ArticlePloS one2021
Requirement to change of functional brain network across the lifespan.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Structural Balance of Resting-state Brain Network in Attention Deficit Hyperactivity Disorder.Basic and clinical neuroscience · 2025Article
- Empirical evidence for structural balance theory in functional brain networks.Frontiers in network physiology · 2025Article
- The brain selectively allocates energy to functional brain networks under cognitive control.Scientific reports · 2024Article
- Impact of negative links on the structural balance of brain functional network during emotion processing.Scientific reports · 2023Article
- Atypical Functional Network Properties and Associated Dimensions of Child Psychopathology During Rest and Task Performance.Biological psychiatry global open science · 2023Article
- Balance-energy of resting state network in obsessive-compulsive disorder.Scientific reports · 2023Article
- Pattern of frustration formation in the functional brain network.Network neuroscience (Cambridge, Mass.) · 2022Article
- Cognitive flexibility and brain network energy in healthy aging: An allostatic perspective from the SENECA model.Imaging neuroscience (Cambridge, Mass.)Article
Corrections and comments
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Authors and funding
5 authors.
Funding
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Abstract
Many studies have focused on neural changes and neuroplasticity, while the signaling demand for neural modification needs to be explored. In this study, we traced this issue in the organization of brain functional links where the conflictual arrangement of signed links makes a request to change. We introduced the number of frustrations (unsatisfied closed triadic interactions) as a measure for assessing "requirement to change" of functional brain network. We revealed that the requirement to change of the resting-state network has a u-shape functionality over the lifespan with a minimum in early adulthood, and it's correlated with the presence of negative links. Also, we discovered that brain negative subnetwork has a special topology with a log-normal degree distribution in all stages, however, its global measures are altered by adulthood. Our results highlight the study of collective behavior of functional negative links as the source of the brain's between-regions conflicts and we propose exploring the attribute of the requirement to change besides other neural change factors.
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Registered trials
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