Literature DB >> 27076697

Global and regional cortical connectivity maturation index (CCMI) of developmental human brain with quantification of short-range association tracts.

Minhui Ouyang1, Tina Jeon1, Virendra Mishra2, Haixiao Du3, Yu Wang3, Yun Peng4, Hao Huang5.   

Abstract

From early childhood to adulthood, synaptogenesis and synaptic pruning continuously reshape the structural architecture and neural connection in developmental human brains. Disturbance of the precisely balanced strengthening of certain axons and pruning of others may cause mental disorders such as autism and schizophrenia. To characterize this balance, we proposed a novel measurement based on cortical parcellation and diffusion MRI (dMRI) tractography, a cortical connectivity maturation index (CCMI). To evaluate the spatiotemporal sensitivity of CCMI as a potential biomarker, dMRI and T1 weighted datasets of 21 healthy subjects 2-25 years were acquired. Brain cortex was parcellated into 68 gyral labels using T1 weighted images, then transformed into dMRI space to serve as the seed region of interest for dMRI-based tractography. Cortico-cortical association fibers initiated from each gyrus were categorized into long- and short-range ones, based on the other end of fiber terminating in non-adjacent or adjacent gyri of the seed gyrus, respectively. The regional CCMI was defined as the ratio between number of short-range association tracts and that of all association tracts traced from one of 68 parcellated gyri. The developmental trajectory of the whole brain CCMI follows a quadratic model with initial decreases from 2 to 16 years followed by later increases after 16 years. Regional CCMI is heterogeneous among different cortical gyri with CCMI dropping to the lowest value earlier in primary somatosensory cortex and visual cortex while later in the prefrontal cortex. The proposed CCMI may serve as sensitive biomarker for brain development under normal or pathological conditions.

Entities:  

Keywords:  cortical connectivity; development; diffusion MRI; maturation index; short-range association tracts

Year:  2016        PMID: 27076697      PMCID: PMC4827913          DOI: 10.1117/12.2218029

Source DB:  PubMed          Journal:  Proc SPIE Int Soc Opt Eng        ISSN: 0277-786X


  27 in total

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Review 5.  Morphometric study of human cerebral cortex development.

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Review 7.  Dysfunctional and compensatory prefrontal cortical systems, genes and the pathogenesis of schizophrenia.

Authors:  Hao-Yang Tan; Joseph H Callicott; Daniel R Weinberger
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8.  Probabilistic diffusion tractography with multiple fibre orientations: What can we gain?

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Review 9.  Cortical brain development in schizophrenia: insights from neuroimaging studies in childhood-onset schizophrenia.

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Journal:  Schizophr Bull       Date:  2007-09-29       Impact factor: 9.306

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  4 in total

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3.  Quantifying indices of short- and long-range white matter connectivity at each cortical vertex.

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4.  The interindividual variability of multimodal brain connectivity maintains spatial heterogeneity and relates to tissue microstructure.

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  4 in total

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