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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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Tracking behavioral and neural fluctuations during sustained attention: A robust replication and extension.

TL;DR: This study demonstrates the reliability of the gradCPT, and underscores the utility of this paradigm in understanding attentional fluctuations, as well as individual variation and deficits in sustained attention.
Journal ArticleDOI

Myelination of the brain in Major Depressive Disorder: An in vivo quantitative magnetic resonance imaging study

TL;DR: It is found that the MDD participants had lower levels of myelin than did the CTL participants at the whole-brain level and in the NAcc, and that myelin in the LPFC was reduced inMDD participants who had experienced a greater number of depressive episodes.
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Accurate nonlinear mapping between MNI volumetric and FreeSurfer surface coordinate systems

TL;DR: It is found that RF‐ANTs performed the best for mapping between fsaverage and MNI 152/Colin27, even for new subjects registered to MNI152/ Colin27 using a different software tool (FSL FNIRT), suggesting that RF•ANTs would be useful even for researchers not using ANTs.
Journal ArticleDOI

Toward a connectivity gradient-based framework for reproducible biomarker discovery.

TL;DR: It is found that the reproducibility of functional gradients across algorithms and subsamples is generally higher for those explaining more variances of whole-brain connectivity data, as well as those having higher reliability, suggesting the added value of a low-dimensional and multivariate gradient approach.
Journal ArticleDOI

Parcellation influence on the connectivity-based structure-function relationship in the human brain.

TL;DR: A comparison of a set of state‐of‐the‐art group‐wise brain atlases, with various spatial resolutions, to relate structural and functional connectivity derived from high quality MRI data finds that there is a significant effect of brain parcellations, which is mainly driven by the number of areas.
References
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Journal ArticleDOI

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Receptive fields, binocular interaction and functional architecture in the cat's visual cortex

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Journal ArticleDOI

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TL;DR: A review of the research carried out by the Analysis Group at the Oxford Centre for Functional MRI of the Brain (FMRIB) on the development of new methodologies for the analysis of both structural and functional magnetic resonance imaging data.
Journal ArticleDOI

Control of goal-directed and stimulus-driven attention in the brain

TL;DR: Evidence for partially segregated networks of brain areas that carry out different attentional functions is reviewed, finding that one system is involved in preparing and applying goal-directed selection for stimuli and responses, and the other is specialized for the detection of behaviourally relevant stimuli.
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