Francesco T. Mangano · Abnormal structural connectivity in the brain networks of children with hydrocephalus
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Article1 min read·Published Apr 2015Older

Abnormal structural connectivity in the brain networks of children with hydrocephalus

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Article · Apr 2015 · 1 min read

In brief

In brief

This study uses diffusion tensor tractography and graph theory to analyze structural brain network disruptions in children with hydrocephalus. Comparing 29 controls with 26 hydrocephalus patients (pre- and post-operative), researchers found significantly reduced small-worldness and clustering coefficients in both patient groups, indicating persistent white matter network abnormalities despite surgical intervention.

Written by the GCMD Library team from the article.

Francesco T. Mangano

Increased intracranial pressure and ventriculomegaly in children with hydrocephalus are known to have adverse effects on white matter structure. This study seeks to investigate the impact of hydrocephalus on topological features of brain networks in children. The goal was to investigate structural network connectivity, at both global and regional levels, in the brains in children with hydrocephalus using graph theory analysis and diffusion tensor tractography. Three groups of children were included in the study (29 normally developing controls, 9 preoperative hydrocephalus patients, and 17 postoperative hydrocephalus patients). Graph theory analysis was applied to calculate the global network measures including small-worldness, normalized clustering coefficients, normalized characteristic path length, global efficiency, and modularity. Abnormalities in regional network parameters, including nodal degree, local efficiency, clustering coefficient, and betweenness centrality, were also compared between the two patients groups (separately) and the controls using two tailed t-test at significance level of p < 0.05 (corrected for multiple comparison). Children with hydrocephalus in both the preoperative and postoperative groups were found to have significantly lower small-worldness and lower normalized clustering coefficient than controls. Children with hydrocephalus in the postoperative group were also found to have significantly lower normalized characteristic path length and low

Statements in this article

  1. Increased intracranial pressure and ventriculomegaly in children with hydrocephalus have adverse effects on white matter structure.

    Established
  2. The study included three groups: 29 normally developing controls, 9 preoperative hydrocephalus patients, and 17 postoperative hydrocephalus patients.

    Research
  3. Global network measures calculated included small-worldness, normalized clustering coefficients, normalized characteristic path length, global efficiency, and modularity.

    Research
  4. Regional network parameters analyzed included nodal degree, local efficiency, clustering coefficient, and betweenness centrality.

    Research
  5. Statistical comparisons used two-tailed t-test at significance level of p < 0.05 corrected for multiple comparison.

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  6. Children with hydrocephalus in both preoperative and postoperative groups had significantly lower small-worldness than controls.

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  7. Children with hydrocephalus in both preoperative and postoperative groups had significantly lower normalized clustering coefficient than controls.

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  8. Children with hydrocephalus in the postoperative group had significantly lower normalized characteristic path length than controls.

    Research

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