Increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitation

Abstract Introduction Speech therapy is the primary management followed the physical management through surgery for children with nonsyndromic cleft lip and palate (NSCLP). However, the topological pattern of the resting‐state network after rehabilitation remains poorly understood. We aimed to explo...

Full description

Bibliographic Details
Main Authors: Hua Cheng, Bo Rao, Wenjing Zhang, Renji Chen, Yun Peng
Format: Article
Language:English
Published: Wiley 2021-08-01
Series:Brain and Behavior
Subjects:
Online Access:https://doi.org/10.1002/brb3.2094
id doaj-d2f658fa57e6489394ac15565853fe46
record_format Article
spelling doaj-d2f658fa57e6489394ac15565853fe462021-09-03T06:07:44ZengWileyBrain and Behavior2162-32792021-08-01118n/an/a10.1002/brb3.2094Increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitationHua Cheng0Bo Rao1Wenjing Zhang2Renji Chen3Yun Peng4Department of Radiology Beijing Children's Hospital National Center for Children's Health Capital Medical University Beijing ChinaDepartments of Radiology Zhongnan Hospital of Wuhan University Wuhan ChinaDepartment of Oral and Maxillofacial Plastic and Trauma Surgery Center of Cleft Lip and Palate Treatment Beijing Stomatological Hospital Beijing ChinaDepartment of Oral and Maxillofacial Plastic and Trauma Surgery Center of Cleft Lip and Palate Treatment Beijing Stomatological Hospital Beijing ChinaDepartment of Radiology Beijing Children's Hospital National Center for Children's Health Capital Medical University Beijing ChinaAbstract Introduction Speech therapy is the primary management followed the physical management through surgery for children with nonsyndromic cleft lip and palate (NSCLP). However, the topological pattern of the resting‐state network after rehabilitation remains poorly understood. We aimed to explore the functional topological pattern of children with NSCLP after speech rehabilitation compared with healthy controls. Methods We examined 28 children with NSCLP after speech rehabilitation (age = 10.0 ± 2.3 years) and 28 healthy controls for resting‐state functional MRI. We calculated functional connections and the degree strength, betweenness centrality, network clustering coefficient (Cp), characteristic path length (Lp), global network efficiency (Eg), local network efficiency (Eloc), modularity index (Q), module number, and participation coefficient for the between‐group differences using two‐sample t tests (corrected p < .05). Additionally, we performed a correlation analysis between the Chinese language clear degree scale (CLCDS) scores and topological properties in children with NSCLP. Results We detected significant between‐group differences in the areas under the curve (AUCs) of degree strength and betweenness centrality in language‐related brain regions. There were no significant between‐group differences in module number, participation coefficient, Cp, Lp, Eg, or Eloc. However, the Q (density: 0.05–0.30) and QAUC (t = 2.46, p = .02) showed significant between‐group differences. Additionally, there was no significant correlation between topological properties of statistical between‐group differences and CLCDS scores. Conclusions Although nodal metric differences existed in the language‐related brain regions, the children with NSCLP after speech rehabilitation had similar global network properties, module numbers, and participation coefficient, but increased modularity. Our results suggested that children with NSCLP achieved speech rehabilitation through function specialization in the language‐related brain regions. The resting‐state topology pattern could be of substantive neurobiological importance and potential imaging biomarkers for speech rehabilitation.https://doi.org/10.1002/brb3.2094graph theorymodularitynonsyndromic cleft lip and palateresting‐state functional MRIspeech therapy
collection DOAJ
language English
format Article
sources DOAJ
author Hua Cheng
Bo Rao
Wenjing Zhang
Renji Chen
Yun Peng
spellingShingle Hua Cheng
Bo Rao
Wenjing Zhang
Renji Chen
Yun Peng
Increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitation
Brain and Behavior
graph theory
modularity
nonsyndromic cleft lip and palate
resting‐state functional MRI
speech therapy
author_facet Hua Cheng
Bo Rao
Wenjing Zhang
Renji Chen
Yun Peng
author_sort Hua Cheng
title Increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitation
title_short Increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitation
title_full Increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitation
title_fullStr Increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitation
title_full_unstemmed Increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitation
title_sort increased modularity of the resting‐state network in children with nonsyndromic cleft lip and palate after speech rehabilitation
publisher Wiley
series Brain and Behavior
issn 2162-3279
publishDate 2021-08-01
description Abstract Introduction Speech therapy is the primary management followed the physical management through surgery for children with nonsyndromic cleft lip and palate (NSCLP). However, the topological pattern of the resting‐state network after rehabilitation remains poorly understood. We aimed to explore the functional topological pattern of children with NSCLP after speech rehabilitation compared with healthy controls. Methods We examined 28 children with NSCLP after speech rehabilitation (age = 10.0 ± 2.3 years) and 28 healthy controls for resting‐state functional MRI. We calculated functional connections and the degree strength, betweenness centrality, network clustering coefficient (Cp), characteristic path length (Lp), global network efficiency (Eg), local network efficiency (Eloc), modularity index (Q), module number, and participation coefficient for the between‐group differences using two‐sample t tests (corrected p < .05). Additionally, we performed a correlation analysis between the Chinese language clear degree scale (CLCDS) scores and topological properties in children with NSCLP. Results We detected significant between‐group differences in the areas under the curve (AUCs) of degree strength and betweenness centrality in language‐related brain regions. There were no significant between‐group differences in module number, participation coefficient, Cp, Lp, Eg, or Eloc. However, the Q (density: 0.05–0.30) and QAUC (t = 2.46, p = .02) showed significant between‐group differences. Additionally, there was no significant correlation between topological properties of statistical between‐group differences and CLCDS scores. Conclusions Although nodal metric differences existed in the language‐related brain regions, the children with NSCLP after speech rehabilitation had similar global network properties, module numbers, and participation coefficient, but increased modularity. Our results suggested that children with NSCLP achieved speech rehabilitation through function specialization in the language‐related brain regions. The resting‐state topology pattern could be of substantive neurobiological importance and potential imaging biomarkers for speech rehabilitation.
topic graph theory
modularity
nonsyndromic cleft lip and palate
resting‐state functional MRI
speech therapy
url https://doi.org/10.1002/brb3.2094
work_keys_str_mv AT huacheng increasedmodularityoftherestingstatenetworkinchildrenwithnonsyndromiccleftlipandpalateafterspeechrehabilitation
AT borao increasedmodularityoftherestingstatenetworkinchildrenwithnonsyndromiccleftlipandpalateafterspeechrehabilitation
AT wenjingzhang increasedmodularityoftherestingstatenetworkinchildrenwithnonsyndromiccleftlipandpalateafterspeechrehabilitation
AT renjichen increasedmodularityoftherestingstatenetworkinchildrenwithnonsyndromiccleftlipandpalateafterspeechrehabilitation
AT yunpeng increasedmodularityoftherestingstatenetworkinchildrenwithnonsyndromiccleftlipandpalateafterspeechrehabilitation
_version_ 1717817778081103872