ArticleScientific reports2021
Topological impact of negative links on the stability of resting-state brain network.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed, 49 citations in OpenAlex.
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- Evaluating global measures of network centralization: Axiomatic and numerical assessments.PloS one · 2026Article
- Predicting the Conversion From Mild Cognitive Impairment to Alzheimer's Disease Using Graph Frequency Bands and Functional Connectivity-based Features.Basic and clinical neuroscience · 2025Article
- Brain Myelin Covariance Networks: Gradients, Cognition, and Higher-Order Landscape.Behavioral sciences (Basel, Switzerland) · 2025Article
- Differential impacts of social isolation and enriched environment on multi-sensory brain-wide functionality and network segregation.Nature communications · 2025Article
- 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
- Identification of brain-like complex information architectures in embryonic tissue ofCommunicative & integrative biology · 2025Article
- The brain selectively allocates energy to functional brain networks under cognitive control.Scientific reports · 2024Article
- Common and unique brain aging patterns between females and males quantified by large-scale deep learning.Human brain mapping · 2024Article
- Statistical Brain Network Analysis.Annual review of statistics and its application · 2024Article
- Peripheral inflammatory subgroup differences in anterior Default Mode network and multiplex functional network topology are associated with cognition in psychosis.Brain, behavior, and immunity · 2023Article
- Impact of negative links on the structural balance of brain functional network during emotion processing.Scientific reports · 2023Article
- Gene co-expression network construction and analysis for identification of genetic biomarkers associated with glioblastoma multiforme using topological findings.Journal of the Egyptian National Cancer Institute · 2023Article
- Balance-energy of resting state network in obsessive-compulsive disorder.Scientific reports · 2023Article
- Omnipresence of the sensorimotor-association axis topography in the human connectome.NeuroImage · 2023Article
- Sex differences in multilayer functional network topology over the course of aging in 37543 UK Biobank participants.Network neuroscience (Cambridge, Mass.) · 2023Article
- A regression framework for brain network distance metrics.Network neuroscience (Cambridge, Mass.) · 2022Article
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Authors and funding
5 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Stability is a physical attribute that stands opposite the change. However, it is still unclear how the arrangement of links called topology affects network stability. In this study, we tackled this issue in the resting-state brain network using structural balance. Structural balance theory employs the quality of triadic associations between signed links to determine the network stability. In this study, we showed that negative links of the resting-state network make hubs to reduce balance-energy and push the network into a more stable state compared to null-networks with trivial topologies. In this regard, we created a global measure entitled 'tendency to make hub' to assess the hubness of the network. Besides, we revealed nodal degrees of negative links have an exponential distribution that confirms the existence of negative hubs. Our findings indicate that the arrangement of negative links plays an important role in the balance (stability) of the resting-state brain network.
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