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Gradients of structure–function tethering across neocortex

https://doi.org/10.1073/pnas.1903403116

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What this work says

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inferred← citeshttps://doi.org/10.1016/j.cognition.2020.104348openalex-snapshot

Lack of selectivity for syntax relative to word meanings throughout the language network

inferred← citeshttps://doi.org/10.1016/j.cortex.2023.09.020openalex-snapshot

Brain connectome correlates of short-term motor learning in healthy older subjects

inferred← citeshttps://doi.org/10.1016/j.cortex.2026.08.001openalex-snapshot

Brain structure–function coupling – relationship with language lateralisation

inferred← citeshttps://doi.org/10.1016/j.dcn.2022.101107openalex-snapshot

Structure-function coupling within the reward network in preschool children predicts executive functioning in later childhood

inferred← citeshttps://doi.org/10.1016/j.dcn.2023.101314openalex-snapshot

Structural and functional connectome relationships in early childhood

inferred← citeshttps://doi.org/10.1016/j.dcn.2025.101535openalex-snapshot

The overgrowth of structure-function coupling in premature brain during infancy

inferred← citeshttps://doi.org/10.1016/j.heliyon.2023.e23138openalex-snapshot

Differences in structural connectome organization across sleep quality

inferred← citeshttps://doi.org/10.1016/j.isci.2025.112016openalex-snapshot

The neural correlates of logical-mathematical symbol systems processing resemble those of spatial cognition more than language processing

inferred← citeshttps://doi.org/10.1016/j.jad.2023.11.037openalex-snapshot

Cortical thickness reductions associate with brain network architecture in major depressive disorder

inferred← citeshttps://doi.org/10.1016/j.jad.2024.03.011openalex-snapshot

Two multimodal neuroimaging subtypes of obsessive-compulsive disorder disclosed by semi-supervised machine learning

inferred← citeshttps://doi.org/10.1016/j.jad.2026.121953openalex-snapshot

Aberrant structural-functional connectivity coupling in patients with psychotic major depression

inferred← citeshttps://doi.org/10.1016/j.jpain.2024.104536openalex-snapshot

Pretreatment Brain White Matter Integrity Associated With Neuropathic Pain Relief and Changes in Temporal Summation of Pain Following Ketamine

inferred← citeshttps://doi.org/10.1016/j.jpsychires.2024.12.001openalex-snapshot

The relationship between demographic factors and brain hierarchical changes following antidepressant treatment in patients remitted from depression

inferred← citeshttps://doi.org/10.1016/j.jpsychires.2026.03.025openalex-snapshot

Regional structural-functional coupling alterations associated with subjective sleep quality in young adults

inferred← citeshttps://doi.org/10.1016/j.nbas.2023.100079openalex-snapshot

Dopamine D1-signaling modulates maintenance of functional network segregation in aging

inferred← citeshttps://doi.org/10.1016/j.nbas.2023.100105openalex-snapshot

Age-related differences in structural and resting-state functional brain network organization across the adult lifespan: A cross-sectional study

inferred← citeshttps://doi.org/10.1016/j.neubiorev.2022.104713openalex-snapshot

Disconnection from prediction: A systematic review on the role of right temporoparietal junction in aberrant predictive processing

inferred← citeshttps://doi.org/10.1016/j.neubiorev.2026.106581openalex-snapshot

Biological substrates of structure-function coupling in brain networks

inferred← citeshttps://doi.org/10.1016/j.neunet.2020.08.003openalex-snapshot

Frequency-dependent organization of the brain’s functional network through delayed-interactions

inferred← citeshttps://doi.org/10.1016/j.neurobiolaging.2020.08.008openalex-snapshot

Increased functional homotopy of the prefrontal cortex is associated with corpus callosum degeneration and working memory decline

inferred← citeshttps://doi.org/10.1016/j.neurobiolaging.2020.09.010openalex-snapshot

Influence of structural and functional brain connectivity on age-related differences in fluid cognition

inferred← citeshttps://doi.org/10.1016/j.neurobiolaging.2023.06.001openalex-snapshot

Cognition’s dependence on functional network integrity with age is conditional on structural network integrity

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.116552openalex-snapshot

Early childhood development of white matter fiber density and morphology

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.116853openalex-snapshot

Neuroimaging contrast across the cortical hierarchy is the feature maximally linked to behavior and demographics

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.116925openalex-snapshot

No evidence for differences among language regions in their temporal receptive windows

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.116960openalex-snapshot

The thalamic functional gradient and its relationship to structural basis and cognitive relevance

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117038openalex-snapshot

Generative modeling of brain maps with spatial autocorrelation

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117072openalex-snapshot

The relationship between individual variation in macroscale functional gradients and distinct aspects of ongoing thought

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117140openalex-snapshot

A tutorial and tool for exploring feature similarity gradients with MRI data

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117141openalex-snapshot

A cortical hierarchy of localized and distributed processes revealed via dissociation of task activations, connectivity changes, and intrinsic timescales

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117224openalex-snapshot

Core and matrix thalamic sub-populations relate to spatio-temporal cortical connectivity gradients

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117407openalex-snapshot

From ATOM to GradiATOM: Cortical gradients support time and space processing as revealed by a meta-analysis of neuroimaging studies

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117429openalex-snapshot

Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117547openalex-snapshot

Cortical gradients of functional connectivity are robust to state-dependent changes following sleep deprivation

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117609openalex-snapshot

Structure-function coupling in the human connectome: A machine learning approach

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117695openalex-snapshot

High-resolution connectomic fingerprints: Mapping neural identity and behavior

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.117761openalex-snapshot

Sex-related human brain asymmetry in hemispheric functional gradients

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.117831openalex-snapshot

Systematically disrupted functional gradient of the cortical connectome in generalized epilepsy: Initial discovery and independent sample replication

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118027openalex-snapshot

Understanding neural flexibility from a multifaceted definition

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118052openalex-snapshot

Comparing spatial null models for brain maps

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118142openalex-snapshot

The developing relations between networks of cortical myelin and neurophysiological connectivity

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118149openalex-snapshot

Inter-regional BOLD signal variability is an organizational feature of functional brain networks

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118190openalex-snapshot

Emergence of canonical functional networks from the structural connectome

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118246openalex-snapshot

Frontal cortical regions associated with attention connect more strongly to central than peripheral V1

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118449openalex-snapshot

When functional blurring becomes deleterious: Reduced system segregation is associated with less white matter integrity and cognitive decline in aging

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118546openalex-snapshot

Multiscale communication in cortico-cortical networks

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118630openalex-snapshot

Contribution of animal models toward understanding resting state functional connectivity

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118683openalex-snapshot

An empirical evaluation of functional alignment using inter-subject decoding

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118792openalex-snapshot

Inside information: Systematic within-node functional connectivity changes observed across tasks or groups

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.118970openalex-snapshot

Brain structure-function coupling provides signatures for task decoding and individual fingerprinting

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119299openalex-snapshot

A Riemannian approach to predicting brain function from the structural connectome

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119323openalex-snapshot

Network communication models narrow the gap between the modular organization of structural and functional brain networks

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119387openalex-snapshot

Structural insight into the individual variability architecture of the functional brain connectome

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119531openalex-snapshot

Combination of structural and functional connectivity explains unique variation in specific domains of cognitive function

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119612openalex-snapshot

Micapipe: A pipeline for multimodal neuroimaging and connectome analysis

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119656openalex-snapshot

Heritability of hippocampal functional and microstructural organisation

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119659openalex-snapshot

Structural-functional connectivity bandwidth of the human brain

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119671openalex-snapshot

Correspondence between gene expression and neurotransmitter receptor and transporter density in the human brain

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2022.119673openalex-snapshot

Multi-modal and multi-subject modular organization of human brain networks

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2023.120071openalex-snapshot

Multi-modal multi-resolution atlas of the human neonatal cerebral cortex based on microstructural similarity

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2023.120195openalex-snapshot

Brain hubs defined in the group do not overlap with regions of high inter-individual variability

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2023.120265openalex-snapshot

Multimodal and multiscale evidence for network-based cortical thinning in major depressive disorder

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2023.120275openalex-snapshot

Adult lifespan trajectories of neuromagnetic signals and interrelations with cortical thickness

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2023.120276openalex-snapshot

Spatially heterogeneous structure-function coupling in haemodynamic and electromagnetic brain networks

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2023.120304openalex-snapshot

Cognitive abilities are associated with specific conjunctions of structural and functional neural subnetworks

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2023.120407openalex-snapshot

Connectomes for 40,000 UK Biobank participants: A multi-modal, multi-scale brain network resource

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2023.120481openalex-snapshot

Connectome-wide structure-function coupling models implicate polysynaptic alterations in autism

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120534openalex-snapshot

Whole-brain structural connectome asymmetry in autism

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120563openalex-snapshot

Structural-functional brain network coupling predicts human cognitive ability

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120589openalex-snapshot

Brain structures and functional connectivity in neglected children with no other types of maltreatment

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120590openalex-snapshot

Diffusion time-related structure-function coupling reveals differential association with inter-individual variations in body mass index

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120657openalex-snapshot

The heritability and structural correlates of resting-state fMRI complexity

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120902openalex-snapshot

Multiscale and multimodal signatures of structure-function coupling variability across the human neocortex

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120914openalex-snapshot

Decoding cortical chronotopy—Comparing the influence of different cortical organizational schemes

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120956openalex-snapshot

Sex differences in autism spectrum disorder using class imbalance adjusted functional connectivity

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2025.121201openalex-snapshot

Functional divisions of the left anterior and posterior temporoparietal junction for phonological and semantic processing in Chinese character reading

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2025.121540openalex-snapshot

Structural-Functional Brain Network Modulation using Transcranial Focused Ultrasound Stimulation: Implications on the Default Mode Network in Humans

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2026.122185openalex-snapshot

Non-invasive prehabilitation before neurosurgery modifies the topography of the language production network without compromising function

inferred← citeshttps://doi.org/10.1016/j.neuron.2023.01.027openalex-snapshot

Communication dynamics in the human connectome shape the cortex-wide propagation of direct electrical stimulation

inferred← citeshttps://doi.org/10.1016/j.neuron.2024.05.008openalex-snapshot

Principles of cortical areas and their implications for neuroimaging

inferred← citeshttps://doi.org/10.1016/j.neuron.2025.09.028openalex-snapshot

It’s not the thought that counts: Allostasis at the core of brain function

inferred← citeshttps://doi.org/10.1016/j.neuropsychologia.2019.107258openalex-snapshot

Do domain-general executive resources play a role in linguistic prediction? Re-evaluation of the evidence and a path forward

inferred← citeshttps://doi.org/10.1016/j.neuropsychologia.2019.107307openalex-snapshot

fMRI reveals language-specific predictive coding during naturalistic sentence comprehension

inferred← citeshttps://doi.org/10.1016/j.nicl.2022.103075openalex-snapshot

Neural Substrates of Psychosis Revealed by Altered Dependencies between Brain Activity and White-Matter Architecture in Individuals with 22q11 Deletion Syndrome

inferred← citeshttps://doi.org/10.1016/j.nicl.2025.103764openalex-snapshot

Detection of structural-functional coupling abnormalities using multimodal brain networks in Alzheimer’s disease: A comparison of three computational models

inferred← citeshttps://doi.org/10.1016/j.nicl.2026.103945openalex-snapshot

White matter structure-function decoupling in juvenile myoclonic epilepsy

inferred← citeshttps://doi.org/10.1016/j.nicl.2026.104012openalex-snapshot

Structural-functional multilayer brain network properties and outcome of combined repetitive transcranial magnetic stimulation and psychotherapy for obsessive–compulsive disorder

inferred← citeshttps://doi.org/10.1016/j.pnpbp.2025.111423openalex-snapshot

Imbalance of thalamocortical structural connectivity in adolescents with early-onset schizophrenia

inferred← citeshttps://doi.org/10.1016/j.pnpbp.2025.111573openalex-snapshot

Structure-function coupling alterations in adolescent depression correlate with neurotransmitter systems and cell-type-specific transcriptomics

inferred← citeshttps://doi.org/10.1016/j.pnpbp.2026.111945openalex-snapshot

Multiscale signatures of cortical hierarchical alterations and dialysis-associated preservation in end-stage renal disease

inferred← citeshttps://doi.org/10.1016/j.rehab.2026.102108openalex-snapshot

Dynamic changes in brain structure-function correspondence in typical and atypical upper limb motor recovery after stroke

inferred← citeshttps://doi.org/10.1016/j.semcdb.2021.05.010openalex-snapshot

Wiring of higher-order cortical areas: Spatiotemporal development of cortical hierarchy

inferred← citeshttps://doi.org/10.1016/j.sleep.2026.109001openalex-snapshot

Enhanced structure-function coupling of the sensorimotor network following partial sleep deprivation and its correlation with baseline vigilance: A combined DWI and fMRI study

inferred← citeshttps://doi.org/10.1016/j.tics.2020.01.001openalex-snapshot

Broca’s Area Is Not a Natural Kind

inferred← citeshttps://doi.org/10.1016/j.tics.2020.01.008openalex-snapshot

Linking Structure and Function in Macroscale Brain Networks

inferred← citeshttps://doi.org/10.1016/j.tics.2022.07.001openalex-snapshot

Closing the mechanistic gap: the value of microarchitecture in understanding cognitive networks

inferred← citeshttps://doi.org/10.1016/j.tics.2022.11.005openalex-snapshot

Hierarchical functional system development supports executive function

inferred← citeshttps://doi.org/10.1016/j.tics.2023.11.005openalex-snapshot

Information decomposition and the informational architecture of the brain

inferred← citeshttps://doi.org/10.1016/j.tins.2024.05.007openalex-snapshot

Unravelling consciousness and brain function through the lens of time, space, and information

inferred← citeshttps://doi.org/10.1016/j.tins.2025.06.003openalex-snapshot

Integrating and interpreting brain maps

inferred← citeshttps://doi.org/10.1016/j.xcrp.2024.101892openalex-snapshot

Quantifying synergy and redundancy between networks

inferred← citeshttps://doi.org/10.1016/j.yebeh.2025.110804openalex-snapshot

Multimodal imaging biomarkers in intractable temporal lobe Epilepsy: A comparative study of structural–functional coupling and ALFF

inferred← citeshttps://doi.org/10.1016/j.ynirp.2023.100171openalex-snapshot

Trait absorption is not reliably associated with brain structure or resting-state functional connectivity

inferred← citeshttps://doi.org/10.1017/s0033291723003525openalex-snapshot

Dynamic structure–function coupling across three major psychiatric disorders

inferred← citeshttps://doi.org/10.1017/s0033291724000801openalex-snapshot

Structure-function coupling and hierarchy-specific antidepressant response in major depressive disorder

inferred← citeshttps://doi.org/10.1017/s0033291725101657openalex-snapshot

Alterations of structural–functional connectivity coupling in older adults with depressive symptoms

inferred← citeshttps://doi.org/10.1017/s0033291726104838openalex-snapshot

Variations of structural–functional coupling in post-traumatic stress disorder are associated with underlying molecular and transcriptional features

inferred← citeshttps://doi.org/10.1038/s41398-023-02520-4openalex-snapshot

Structure-function coupling in white matter uncovers the abnormal brain connectivity in Schizophrenia

inferred← citeshttps://doi.org/10.1038/s41467-021-21732-0openalex-snapshot

Differences in subcortico-cortical interactions identified from connectome and microcircuit models in autism

inferred← citeshttps://doi.org/10.1038/s41467-021-25184-4openalex-snapshot

Heritability and interindividual variability of regional structure-function coupling

inferred← citeshttps://doi.org/10.1038/s41467-022-29770-yopenalex-snapshot

Local structure-function relationships in human brain networks across the lifespan

inferred← citeshttps://doi.org/10.1038/s41467-022-29886-1openalex-snapshot

Genetic and phylogenetic uncoupling of structure and function in human transmodal cortex

inferred← citeshttps://doi.org/10.1038/s41467-022-32420-yopenalex-snapshot

Local molecular and global connectomic contributions to cross-disorder cortical abnormalities

inferred← citeshttps://doi.org/10.1038/s41467-022-34371-wopenalex-snapshot

Multimodal analysis demonstrating the shaping of functional gradients in the marmoset brain

inferred← citeshttps://doi.org/10.1038/s41467-023-37246-wopenalex-snapshot

Brain-wide and cell-specific transcriptomic insights into MRI-derived cortical morphology in macaque monkeys

inferred← citeshttps://doi.org/10.1038/s41467-023-38585-4openalex-snapshot

Assortative mixing in micro-architecturally annotated brain connectomes

inferred← citeshttps://doi.org/10.1038/s41467-023-38972-xopenalex-snapshot

Hierarchical fluctuation shapes a dynamic flow linked to states of consciousness

inferred← citeshttps://doi.org/10.1038/s41467-023-41686-9openalex-snapshot

Myelination and excitation-inhibition balance synergistically shape structure-function coupling across the human cortex

inferred← citeshttps://doi.org/10.1038/s41467-023-41689-6openalex-snapshot

Neurophysiological signatures of cortical micro-architecture

inferred← citeshttps://doi.org/10.1038/s41467-023-42053-4openalex-snapshot

Enhanced brain structure-function tethering in transmodal cortex revealed by high-frequency eigenmodes

inferred← citeshttps://doi.org/10.1038/s41467-023-43971-zopenalex-snapshot

Evidence for increased parallel information transmission in human brain networks compared to macaques and male mice

inferred← citeshttps://doi.org/10.1038/s41467-024-46651-8openalex-snapshot

Decomposing cortical activity through neuronal tracing connectome-eigenmodes in marmosets

inferred← citeshttps://doi.org/10.1038/s41467-024-48015-8openalex-snapshot

Information-based TMS to mid-lateral prefrontal cortex disrupts action goals during emotional processing

inferred← citeshttps://doi.org/10.1038/s41467-024-50248-6openalex-snapshot

A multi-modal, asymmetric, weighted, and signed description of anatomical connectivity

inferred← citeshttps://doi.org/10.1038/s41467-024-51395-6openalex-snapshot

Mapping the structure-function relationship along macroscale gradients in the human brain

inferred← citeshttps://doi.org/10.1038/s41467-024-53148-xopenalex-snapshot

Multimodal gradients of basal forebrain connectivity across the neocortex

inferred← citeshttps://doi.org/10.1038/s41467-025-66542-wopenalex-snapshot

Inferring intrinsic neural timescales using optimal control theory

inferred← citeshttps://doi.org/10.1038/s41467-026-69041-8openalex-snapshot

Geometry of neural dynamics along the cortical attractor landscape reflects changes in attention

inferred← citeshttps://doi.org/10.1038/s41467-026-71719-yopenalex-snapshot

Brain functional-structural gradient coupling reflects development, behavior and genetic influences

inferred← citeshttps://doi.org/10.1038/s41467-026-75959-wopenalex-snapshot

Charting higher-order models of brain function beyond pairwise interactions

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