ArticleeLife2024
Macro-scale patterns in functional connectivity associated with ongoing thought patterns and dispositional traits.
Article in eLife, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Relative Accuracy of Different Methods for Measuring Mind Wandering Subtypes: A Systematic Review.Brain and behavior · 2025Pooled it
- Different functional connectivity gradients reflect aging and Alzheimer's disease.Nature neuroscience · 2026Article
- Relationship Between Affective Valence of Mind Wandering and Mood: The Role of Resting-State Functional Connectivity.Scandinavian journal of psychology · 2026Article
- Ongoing thoughts at rest reflect functional brain organization and behaviour.Nature human behaviour · 2026Article
- High-definition transcranial direct current stimulation enhances exercise-induced hypoalgesia in patients with chronic low back pain.iScience · 2026Article
- In-scanner thoughts contribute to resting-state functional connectivity.Nature communications · 2026Article
- Emotion regulation success involves systematic gradient-based reconfigurations of large-scale activation patterns in the human brain.PLoS biology · 2026Article
- Uncovering the embodied dimension of the wandering mind.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Social mind at rest: resting-state connectivity associated with social thought relates to friendship quality.Social cognitive and affective neuroscience · 2026Article
- Individual identifiability following Procrustes alignment of functional gradients: effect of subspace dimensionality.Communications biology · 2026Article
- Mapping content and dynamics in the stream of consciousness through latent brain state analysis.iScience · 2025Article
- Review
- Reshaped functional connectivity gradients in acute ischemic stroke.NeuroImage. Clinical · 2025Article
- Thought contents during rest account for functional connectivity-behavior associations.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Manifold Learning for fMRI time-varying FC.bioRxiv : the preprint server for biology · 2023Article
- Manifold learning for fMRI time-varying functional connectivity.Frontiers in human neuroscience · 2023Article
Corrections and comments
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Authors and funding
13 authors.
Funding
Abstract
Complex macro-scale patterns of brain activity that emerge during periods of wakeful rest provide insight into the organisation of neural function, how these differentiate individuals based on their traits, and the neural basis of different types of self-generated thoughts. Although brain activity during wakeful rest is valuable for understanding important features of human cognition, its unconstrained nature makes it difficult to disentangle neural features related to personality traits from those related to the thoughts occurring at rest. Our study builds on recent perspectives from work on ongoing conscious thought that highlight the interactions between three brain networks - ventral and dorsal attention networks, as well as the default mode network. We combined measures of personality with state-of-the-art indices of ongoing thoughts at rest and brain imaging analysis and explored whether this 'tri-partite' view can provide a framework within which to understand the contribution of states and traits to observed patterns of neural activity at rest. To capture macro-scale relationships between different brain systems, we calculated cortical gradients to describe brain organisation in a low-dimensional space. Our analysis established that for more introverted individuals, regions of the ventral attention network were functionally more aligned to regions of the somatomotor system and the default mode network. At the same time, a pattern of detailed self-generated thought was associated with a decoupling of regions of dorsal attention from regions in the default mode network. Our study, therefore, establishes that interactions between attention systems and the default mode network are important influences on ongoing thought at rest and highlights the value of integrating contemporary perspectives on conscious experience when understanding patterns of brain activity at rest.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.