ArticleProceedings of the National Academy of Sciences of the United States of America2019
Trait-like variants in human functional brain networks.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07024875 (Precision Neuroimaging of Parkinson's Disease), which is not on this map. Cited by 146 papers, 1 of them a synthesis that pooled it.
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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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Precision Neuroimaging of Parkinson's Disease
Who cites it
146 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The neural correlates of retrieval and procedural strategies in mental arithmetic: A functional neuroimaging meta-analysis.Human brain mapping · 2023Pooled it
- Individualized Network Topography in Pre-adolescent Children and Adults Using Naturalistic Precision fMRI.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Precision fMRI reveals densely interdigitated network patches with conserved motifs in the lateral prefrontal cortex.Neuron · 2026Article
- Functional brain connectivity in clinical high-risk youth from the Kenya psychosis-risk outcomes study (KePROS): functional network comparative area and topography analysis (FUNCATA).NeuroImage. Clinical · 2026Article
- Adolescent exposure to the psychedelic 25C-NBOMe in rats induces lasting competitive avoidance through disrupted hippocampal-prefrontal synchrony.Nature neuroscience · 2026Article
- Functional brain organization is stable within individuals across years.bioRxiv : the preprint server for biology · 2026Article
- Article
- Cell-type and spatiotemporal transcriptional signatures of white matter morphometric similarity network alterations in major depressive disorder.Psychological medicine · 2026Article
- Individualized Subcortical Functional Brain Organization Is Related to Diagnosis, Symptoms, and Behavior in Major Depressive Disorder.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Feasibility of Precision Functional Mapping in Youth Multi-Echo fMRI Data.bioRxiv : the preprint server for biology · 2026Article
- Modeling Complex Effects and Individual Variability in Multi-Paradigm fMRI with Nonlinear Mixed Models.bioRxiv : the preprint server for biology · 2026Article
- A Framework for Advancing Mechanistic Neurobehavioral Biomarkers in Psychiatry.Biological psychiatry · 2026Review
- Functional network comparative area and topography analysis (FUNCATA) in non-affective psychosis: a replication study.Schizophrenia (Heidelberg, Germany) · 2026Article
- Commonality and Variability in Functional Networks in Children Under 5 Years Old.bioRxiv : the preprint server for biology · 2026Article
- Individualized Mapping of Functional Brain Networks in Older Adulthood.bioRxiv : the preprint server for biology · 2026Article
- Convergent and divergent spatial topographies of individualized brain functional networks and their developmental origins.Psychoradiology · 2026Article
- Dense Phenotyping of Human Brain Network Organization Using Precision fMRI.Annual review of psychology · 2026Review
- Connectome-based symptom mapping and in silico related gene expression in children with autism and/or attention-deficit/hyperactivity disorder.Molecular psychiatry · 2026Article
- Considerations for conducting developmental neuroimaging research on mental health topics.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026Review
- Adjacent Dorsolateral Prefrontal Cortex (DLPFC) Regions Participate in Distinct Large-Scale Networks Differentially Recruited for Social and Cognitive Control Functions.bioRxiv : the preprint server for biology · 2025Article
86 more citing papers are in PubMed but not listed here.
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18 authors.
Funding
Abstract
Resting-state functional magnetic resonance imaging (fMRI) has provided converging descriptions of group-level functional brain organization. Recent work has revealed that functional networks identified in individuals contain local features that differ from the group-level description. We define these features as network variants. Building on these studies, we ask whether distributions of network variants reflect stable, trait-like differences in brain organization. Across several datasets of highly-sampled individuals we show that 1) variants are highly stable within individuals, 2) variants are found in characteristic locations and associate with characteristic functional networks across large groups, 3) task-evoked signals in variants demonstrate a link to functional variation, and 4) individuals cluster into subgroups on the basis of variant characteristics that are related to differences in behavior. These results suggest that distributions of network variants may reflect stable, trait-like, functionally relevant individual differences in functional brain organization.
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