The organization of the human cerebral cortex estimated by intrinsic functional connectivity
2011/06/09 by B.T. Thomas Yeo, B. T. Thomas Yeo, Fenna M. Krienen +13 · 1 voice · 196 citations
Neuroscience · Medicine · #Functional Brain Connectivity Studies #Neural dynamics and brain function #Advanced Neuroimaging Techniques and Applications
paper · doi:10.1152/jn.00338.2011
Abstract
Information processing in the cerebral cortex involves interactions among distributed areas. Anatomical connectivity suggests that certain areas form local hierarchical relations such as within the visual system. Other connectivity patterns, particularly among association areas, suggest the presence of large-scale circuits without clear hierarchical relations. In this study the organization of networks in the human cerebrum was explored using resting-state functional connectivity MRI. Data from 1,000 subjects were registered using surface-based alignment. A clustering approach was employed to identify and replicate networks of functionally coupled regions across the cerebral cortex. The results revealed local networks confined to sensory and motor cortices as well as distributed networks of association regions. Within the sensory and motor cortices, functional connectivity followed topographic representations across adjacent areas. In association cortex, the connectivity patterns often showed abrupt transitions between network boundaries. Focused analyses were performed to better understand properties of network connectivity. A canonical sensory-motor pathway involving primary visual area, putative middle temporal area complex (MT+), lateral intraparietal area, and frontal eye field was analyzed to explore how interactions might arise within and between networks. Results showed that adjacent regions of the MT+ complex demonstrate differential connectivity consistent with a hierarchical pathway that spans networks. The functional connectivity of parietal and prefrontal association cortices was next explored. Distinct connectivity profiles of neighboring regions suggest they participate in distributed networks that, while showing evidence for interactions, are embedded within largely parallel, interdigitated circuits. We conclude by discussing the organization of these large-scale cerebral networks in relation to monkey anatomy and their potential evolutionary expansion in humans to support cognition.
Citations
Cited by
- Differential cortical and subcortical visual processing with eyes shut
- Convergent and divergent brain–cognition development in early adolescence
- Mental imagery and perception overlap within transmodal association networks
- The sensory valuation account of aesthetic experience
- Multimodal gradients unify local and global cortical organization
- The meso-connectomes of mouse, marmoset, and macaque: network organization and the emergence of higher cognition
- Extracting interpretable signatures of whole-brain dynamics through systematic comparison
- Understanding cognitive processes across spatial scales of the brain
- Benchmarking methods for mapping functional connectivity in the brain
- An energy costly architecture of neuromodulators for human brain evolution and cognition
- Reproducible Brain Charts: An open data resource for mapping brain development and its associations with mental health
- The predictive nature of spontaneous brain activity across scales and species
- Mapping cerebral blood perfusion and its links to multi-scale brain organization across the human lifespan
- The molecular and cellular underpinnings of human brain lateralization
- Resting-state networks in the course of aging—differential insights from studies across the lifespan vs. amongst the old
- Impairments of large-scale functional networks in attention-deficit/hyperactivity disorder: a meta-analysis of resting-state functional connectivity
- The devil is in the detail: exploring the intrinsic neural mechanisms that link attention-deficit/hyperactivity disorder symptomatology to ongoing cognition
- Salience and central executive networks track overgeneralization of conditioned-fear in post-traumatic stress disorder
- Construction and use of mental models: Organizing principles for the science of brain and mind
- Memory control deficits in the sleep-deprived human brain
- The temporal specificity of BOLD fMRI is systematically related to anatomical and vascular features of the human brain
- Toward a hierarchical model of social cognition: A neuroimaging meta-analysis and integrative review of empathy and theory of mind.
- Frontostriatal salience network expansion in individuals in depression
- Revisiting the Functional Anatomy of the Human Brain: Toward a Meta-Networking Theory of Cerebral Functions
- Gray matter atrophy is constrained by normal structural brain network architecture in depression
- Attending to Remember: Recent Advances in Methods and Theory
- A systematic data‐driven approach to analyze sensor‐level <scp>EEG</scp> connectivity: Identifying robust phase‐synchronized network components using surface Laplacian with spectral‐spatial <scp>PCA</scp>
- Evidence for domain-general arousal from semantic and neuroimaging meta-analyses reconciles opposing views on arousal
- Metabolic connectivity has greater predictive utility for age and cognition than functional connectivity
- Brain bases of real-time social interaction: A meta-analytic investigation of human neuroimaging studies
- Goal-directed modulation of the default network supports interactions between selective attention, working memory, and prior knowledge
- Cybernetic Big Five Theory
- Shared spatial and temporal principles govern connectome dynamics across timescales
- Patterns of brain-wide associations reflect socioeconomics
- Binding items to contexts through conjunctive neural representations with the method of loci
- Decreased functional connectivity in post-COVID syndrome patients with high neuroinflammatory activity
- Graded encoding of spatial novelty scales in the human brain
- BOLD signal changes can oppose oxygen metabolism across the human cortex
- Stimulant medications affect arousal and reward, not attention networks
- Large-scale cortical functional networks are organized in structured cycles
- Network spreading and local biological vulnerability in amyotrophic lateral sclerosis
- A language network in the individualized functional connectomes of over 1,000 human brains doing arbitrary tasks
- Functional segregation of cortical hand and speech areas by frequency detuning of an intrinsic motor rhythm
- Convergent and Divergent Brain–Cognition Development
- Domain general frontoparietal regions show modality-dependent coding of auditory and visual rules
- Structural Similarity Networks Reveal Brain Vulnerability in Dementia
- Brain functional connectivity, but not neuroanatomy, captures the interrelationship between sex and gender in preadolescents
- Time-varying synergy/redundancy dominance in the human cerebral cortex
- Modular Brain Networks
- Controversies and progress on standardization of large-scale brain network nomenclature
- Causal evidence for the processing of bodily self in the anterior precuneus
- Graded functional organization in the left inferior frontal gyrus: evidence from task-free and task-based functional connectivity
- Memory recovery in relation to default mode network impairment and neurite density during brain tumor treatment.
- In vivo whole-cortex marker of excitation-inhibition ratio indexes cortical maturation and cognitive ability in youth
- Five energy metabolism pathways show distinct regional distributions and lifespan trajectories in the human brain
- Individual‐specific resting‐state networks predict language dominance in drug‐resistant epilepsy
- Network-based near-scalp personalized brain stimulation targets
- Somato‐Cognitive Action Network in Focal Dystonia
- Functional brain networks are associated with both sex and gender in children
- Does functional system segregation mediate the effects of lifestyle on cognition in older adults?
- Patterns of functional connectivity differentiate individuals and individual regions in face and scene selective networks
- From Nodes to Edges: Edge-Based Laplacians for Brain Signal Processing
- Abnormal frontoinsular-default network dynamics in adolescent depression and rumination: a preliminary resting-state co-activation pattern analysis
- Attenuated anticorrelation between the default and dorsal attention networks with aging: evidence from task and rest
- Chemoarchitectural influences on the cortical connectome confer resilience in aging
- Individualized mapping of functional brain networks in older adulthood
- Effects of riluzole on excitation-inhibition imbalance and functional connectivity in 22q11.2 deletion syndrome: a multimodal 7-Tesla MRI study
- Unique and divergent features of human brain development
- Time points or plot points - Are movies processed according to their temporal duration or their underlying content structure?
- Towards precision functional brain network mapping in Parkinson’s disease
- Basis of executive functions in fine-grained architecture of cortical and subcortical human brain networks
- Unraveling the mesoscale resting-state functional connectivity of ocular dominance columns in humans using high-resolution functional MRI
- Side-by-side regions in dorsolateral prefrontal cortex estimated within the individual respond differentially to domain-specific and domain-flexible processes
- Hydroelectric structures studies using 3-dimensional methods
- The cortical connectome of primate lateral prefrontal cortex
- Life experiences of humiliation, entrapment, and frontoparietal-cerebellar connectivity predict adolescent anxiety and depression symptoms
- The neuroimaging correlates of depression established across six large-scale population datasets
- Brain activity dynamics after traumatic brain injury indicate increased state transition energy and preference of lower order states
- Comparison of whole-brain task-modulated functional connectivity methods for fMRI task connectomics
- Intrinsic functional connectivity among memory networks does not predict individual differences in narrative recall
- Temporal Lobe Epilepsy Perturbs the Brain‐Wide Excitation‐Inhibition Balance: Associations with Microcircuit Organization, Clinical Parameters, and Cognitive Dysfunction
- Function in the human connectome: Task-fMRI and individual differences in behavior
- Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth
- Using temporal ICA to selectively remove global noise while preserving global signal in functional MRI data
- Default mode network abnormalities in posttraumatic stress disorder: A novel network-restricted topology approach
- ADHD desynchronizes brain activity during watching a distracted multi-talker conversation
- Multi-modal and multi-subject modular organization of human brain networks
- Age differences in specific neural connections within the Default Mode Network underlie theory of mind
- Large-scale meta-analyses and network analyses of neural substrates underlying human escalated aggression
- Agito ergo sum: Correlates of spatio-temporal motion characteristics during fMRI
- Brain functional connectivity patterns associated with adiposity in schizophrenia
- Connectivity analyses for task-based fMRI
- Distinct Resting‐State Connectomes for Face and Scene Perception Predict Individual Task Performance
- Diurnal dynamics of multilayer brain networks predict cognitive trajectories in aging
- Disentangling metabolic and neurovascular timescales supporting cognitive processes
- Low-dimensional controllability of brain networks
- A precision functional atlas of personalized network topography and probabilities
- Functional connectivity of cognition-related brain networks in adults with fetal alcohol syndrome
- Adverse and compensatory neurophysiological slowing in Parkinson’s disease
- Towards a biologically annotated brain connectome
- Structure-function coupling of large-scale cortical networks across the lifespan is spectrally specific
- Regional activity and interregional functional connectivity uniquely contribute to social cognitive judgments during movie-watching
- Brain aging shows nonlinear transitions, suggesting a midlife “critical window” for metabolic intervention
- Specialized response of default mode subnetworks and multiple-demand regions to changes in social content, place and time
- The Brain Basis of Positive and Negative Affect: Evidence from a Meta-Analysis of the Human Neuroimaging Literature
- Network control energy reductions under DMT relate to serotonin receptors, signal diversity, and subjective experience
- Atlas for the Lateralized Visuospatial Attention Networks (ALANs): Insights from fMRI and network analyses
- Orthogonal neural encoding of targets and distractors supports multivariate cognitive control
- Spatial Topography of Individual-Specific Cortical Networks Predicts Human Cognition, Personality, and Emotion
- Linking Structure and Function in Macroscale Brain Networks
- Mapping neurotransmitter systems to the structural and functional organization of the human neocortex
- Exploring functional connectivity in large-scale brain networks in obsessive-compulsive disorder: a systematic review of EEG and fMRI studies
- A Critical, Event-Related Appraisal of Denoising in Resting-State fMRI Studies
- BrainSpace: a toolbox for the analysis of macroscale gradients in neuroimaging and connectomics datasets
- Quantifying the compressibility of the human brain
- NeuroPathNet: Dynamic Path Trajectory Learning for Brain Functional Connectivity Analysis
- A somato-cognitive action network alternates with effector regions in motor cortex
- Fractionation of sex differences in human cortical anatomy
- Intracranial EEG reveals working memory-related dynamics and connectivity in human white matter
- Resting-state functional connectivity in children and adults with spinal muscular atrophy
- High-resolution structural connectivity mediates age-related differences in functional connectivity and fluid cognition
- Large-scale signal propagation modes in the human brain
- Moderation between resting-state connectivity and brain amyloid levels on speed of cognitive and physical function in older adults: Evidence for network-based cognitive reserve
- Brain-wide functional connectivity artifactually inflates throughout functional magnetic resonance imaging scans
- A network correspondence toolbox for quantitative evaluation of novel neuroimaging results
- Nonequilibrium physics of brain dynamics
- The brain’s action-mode network
- Functional divergence between the two cerebral hemispheres contributes to human fluid intelligence
- Visual experience shapes functional connectome gradients
- Cognitive Mode Detectable with Task-Based fMRI: Language (LAN)
- Assessing the balance between excitation and inhibition in chronic pain through the aperiodic component of EEG
- Cognitive Mode Detectable with Task-Based fMRI: Re-Evaluation (RE-EV)
- Cortical Morphometric Similarity Network Gradient in Parkinson's Disease and its Association with Gene Expression Profiles
- Loneliness exacerbates age differences in the allostatic-interoceptive system during induced affect
- Exercise enhances hippocampal-cortical ripple interactions in the human brain
- Statistical harmonization corrects site effects in functional connectivity measurements from multi‐site fMRI data
- Retrosplenial Cortical Connectivity with Frontal Basal Ganglia Networks
- Action-mode subnetworks for decision-making, action control, and feedback
- Imprints of extreme prematurity on functional brain networks in school-aged children and adolescents
- Decoding the Human Brain during Intelligence Testing
- Heterogeneity within the frontoparietal control network and its relationship to the default and dorsal attention networks
- Stomach–brain coupling indexes a dimensional signature of mental health
- The Transdiagnostic Connectome Project: an open dataset for studying brain-behavior relationships in psychiatry
- Beyond brain size: disentangling the effect of sex and brain size on brain morphometry and cognitive functioning
- A genetically informed brain atlas for enhancing brain imaging genomics
- Default mode network activation at task switches reflects mental task-set structure
- Distinct subdivisions of human medial parietal cortex support recollection of people and places
- Precise Topology of Adjacent Domain-General and Sensory-Biased Regions in the Human Brain
- Challenges and future directions for representations of functional brain organization
- The temporal specificity of BOLD fMRI is systematically related to anatomical and vascular features of the human brain
- Invasive neurophysiology and whole brain connectomics for neural decoding in patients with brain implants
- Personalized Network‐Guided Neuromodulation Enhances Human Working Memory
- Effects of reducing sedentary behaviour by increasing physical activity, on cognitive function, brain function and structure across the lifespan: a systematic review and meta-analysis
- Diverse Frontoparietal Connectivity Supports Semantic Prediction and Integration in Sentence Comprehension
- An international mega-analysis of psychedelic drug effects on brain circuit function
- A Cybernetic Theory of Psychopathology
- Investigating the methodological foundation of lesion network mapping
- Presurgical structural connectivity predicts postsurgical cognitive impairment in glioma patients
- A Role of Pupil-linked Arousal, Cingulo-insular Cortex, and Intralaminar Thalamus for Auditory Near-threshold Perception
- Reproducible Brain Charts: An open data resource for mapping brain development and its associations with mental health
- Disentangling the role of gray matter volume and concentration in autism spectrum disorder: A meta-analytic investigation of 25 years of voxel-based morphometry research
- Immediate Effects of Acceptance and Commitment Therapy in Children with ADHD: A Pilot Resting-State fNIRS Study
- Convergent and divergent spatial topographies of individualized brain functional networks and their developmental origins
- Reduced switching between brain states in insomnia: evidence from modeling of fMRI brain dynamics
- Structural-functional brain network coupling predicts human cognitive ability
- Automatic classification of AD pathology in FTD phenotypes using natural speech
- Data‐Driven Approach to Dynamic Resting State Functional Connectivity in Post‐Traumatic Stress Disorder: An <scp>ENIGMA</scp>‐<scp>PGC PTSD</scp> Study
- Network control theory uncovers aberrant connectome controllability in trigeminal neuralgia
- Profiling brain morphology for autism spectrum disorder with two cross-culture large-scale consortia
- Conserved brain-wide emergence of emotional response from sensory experience in humans and mice
- Reconciling cognitive and affective neuroscience perspectives on the brain basis of emotional experience
- Global waves synchronize the brain’s functional systems with fluctuating arousal
- The neural characteristics influencing literacy outcome in children with cochlear implants
- Long-term obesity impacts brain morphology, functional connectivity and cognition in adults
- Protective role of parenthood on age-related brain function in mid- to late-life
- Functional Hierarchy of the Human Neocortex from Cradle to Grave
- Depthwise cortical iron relates to functional connectivity and fluid cognition in healthy aging
- Reliability of Variability and Complexity Measures for Task and Task-Free BOLD fMRI
- Unlocking near-whole-brain, layer-specific functional connectivity with 3D VAPER fMRI
- Gradients of O-information highlight synergy and redundancy in physiological applications
- Brain network communication: concepts, models and applications
- Distance- and hierarchy-dependent functional dysconnectivity in schizophrenia and its association with cortical microstructure
- Mapping the spatiotemporal continuum of structural connectivity development across the human connectome in youth
- Cortical and Subcortical Signatures of Incentive Salience Attribution in Tobacco Use Disorder
- The effects of a second pregnancy on women’s brain structure and function
- The default mode network in cognition: a topographical perspective
- Neurodevelopment of the association cortices: Patterns, mechanisms, and implications for psychopathology
- A Domain-General Cognitive Core Defined in Multimodally Parcellated Human Cortex
- Abnormal Functional Relationship of Sensorimotor Network With Neurotransmitter-Related Nuclei via Subcortical-Cortical Loops in Manic and Depressive Phases of Bipolar Disorder
- Low-dimensional controllability of brain networks
- Julich-Brain: A 3D probabilistic atlas of the human brain’s cytoarchitecture
- Global and network-level topographic mapping of functional connectivity networks in schizophrenia and bipolar disorder using extended-duration resting-state fMRI
- Linking individual behavioral architecture to brain topological structure: A combined network analysis approach
- The default mode network: A transmodal cortical system for enhancing cognition and sharing mental worlds in language-specific, culturally diverse ways
- Mapping Lesion-Related Epilepsy to a Human Brain Network
- Enhancing cognitive performance prediction by white matter hyperintensity connectivity assessment
- Reduced inter-subject functional connectivity during movies in autism: replicability across cross-national fMRI datasets
Discussions
Related