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Open AccessJournal ArticleDOI

The organization of the human cerebral cortex estimated by intrinsic functional connectivity

TLDR
In this paper, the organization of networks in the human cerebrum was explored using resting-state functional connectivity MRI data from 1,000 subjects and a clustering approach was employed to identify and replicate networks of functionally coupled regions across the cerebral cortex.
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.

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Citations
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Journal ArticleDOI

Determining the Hierarchical Architecture of the Human Brain Using Subject-Level Clustering of Functional Networks.

TL;DR: A consensus multiscale community organization of the functional cortical network is characterized from the clustering of subject-level networks and the hierarchical atlas and code are made publicly available.
Journal ArticleDOI

Shifting gradients of macroscale cortical organization mark the transition from childhood to adolescence.

TL;DR: In this paper, the authors demonstrate that the transition from childhood to adolescence is reflected in the gradual maturation of gradient patterns across the cortical sheet, showing that the overarching organizational gradient is anchored within the unimodal cortex, between somatosensory/motor and visual territories.
Journal ArticleDOI

Understanding the Emergence of Neuropsychiatric Disorders With Network Neuroscience.

TL;DR: This work reviews evidence supporting the utility of NN in understanding psychiatric disorders, with a focus on normative brain network development and abnormalities associated with psychosis, and discusses several emerging frontiers of Nn in psychiatry, including generative network modeling and network control theory.
Journal ArticleDOI

Cerebellar Contributions to Major Depression.

TL;DR: Research evidence from cerebellar structural and functional neuroimaging in depression is synthesized, and future perspectives for neuroim imaging of cerebellum contributions to MDD are provided.
Posted ContentDOI

Interpreting Temporal Fluctuations In Resting-State Functional Connectivity MRI

TL;DR: AR models are not only useful as a means for generating null data, but may be a powerful tool for exploring the dynamical properties of resting-state fMRI.
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