Intra- and inter-modular connectivity alterations in the brain structural network of spinocerebellar ataxia type 3

Chi Wen Jao, Bing Wen Soong, Tzu Yun Wang, Hsiu Mei Wu, Chia Feng Lu, Po Shan Wang, Yu Te Wu

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

In addition to cerebellar degeneration symptoms, patients with spinocerebellar ataxia type 3 (SCA3) exhibit extensive involvements with damage in the prefrontal cortex. A network model has been proposed for investigating the structural organization and functional mechanisms of clinical brain disorders. For neural degenerative diseases, a cortical feature-based structural connectivity network can locate cortical atrophied regions and indicate how their connectivity and functions may change. The brain network of SCA3 has been minimally explored. In this study, we investigated this network by enrolling 48 patients with SCA3 and 48 healthy subjects. A novel three-dimensional fractal dimension-based network was proposed to detect differences in network parameters between the groups. Copula correlations and modular analysis were then employed to categorize and construct the structural networks. Patients with SCA3 exhibited significant lateralized atrophy in the left supratentorial regions and significantly lower modularity values. Their cerebellar regions were dissociated from higher-level brain networks, and demonstrated decreased intra-modular connectivity in all lobes, but increased inter-modular connectivity in the frontal and parietal lobes. Our results suggest that the brain networks of patients with SCA3may be reorganized in these regions, with the introduction of certain compensatory mechanisms in the cerebral cortex to minimize their cognitive impairment syndrome.

Original languageEnglish
Article number317
JournalEntropy
Volume21
Issue number3
DOIs
Publication statusPublished - Mar 1 2019

Keywords

  • Cerebral cortices
  • Modular analysis
  • Spinocerebellar ataxia type 3
  • Structural connectivity

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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