Department of Radiology, Children's Hospital of Chongqing Medical University, No. 136, Zhongshan Second Road 400014, Chongqing, China.
Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, 400014, China.
Neuroradiology. 2024 Jan;66(1):135-144. doi: 10.1007/s00234-023-03259-x. Epub 2023 Nov 25.
Prader-Willi syndrome (PWS) suffers from brain functional reorganization and developmental delays during childhood, but the underlying neurodevelopmental mechanism is unclear. This paper aims to investigate the intra- and internetwork functional connectivity (FC) changes, and their relationships with developmental delays in PWS children.
Resting-state functional magnetic resonance imaging datasets of PWS children and healthy controls (HCs) were acquired. Independent component analysis was used to acquire core resting-state networks (RSNs). The intra- and internetwork FC patterns were then investigated.
In terms of intranetwork FC, children with PWS had lower FC in the dorsal attention network, the auditory network, the medial visual network (VN) and the sensorimotor network (SMN) than HCs (FWE-corrected, p < 0.05). In terms of internetwork FC, PWS children had decreased FC between the following pairs of regions: posterior default mode network (DMN) and anterior DMN; posterior DMN and SMN; SMN and posterior VN and salience network and medial VN (FDR-corrected, p < 0.05). Partial correlation analyses revealed that the intranetwork FC patterns were positively correlated with developmental quotients in PWS children, while the internetwork FC patterns were completely opposite (p < 0.05). Intranetwork FC patterns showed an area under the receiver operating characteristic curve of 0.947, with a sensitivity of 96.15% and a specificity of 81.25% for differentiating between PWS and HCs.
Impaired intra- and internetwork FC patterns in PWS children are associated with developmental delays, which may result from neural pathway dysfunctions. Intranetwork FC reorganization patterns can discriminate PWS children from HCs.
ChiCTR2100046551.
普拉德-威利综合征(PWS)在儿童时期存在脑功能重组和发育迟缓,但潜在的神经发育机制尚不清楚。本研究旨在探讨 PWS 患儿的脑内和脑间功能连接(FC)变化及其与发育迟缓的关系。
采集 PWS 患儿和健康对照(HC)的静息态功能磁共振成像(rs-fMRI)数据。采用独立成分分析获取核心静息态网络(RSN)。然后研究了脑内和脑间 FC 模式。
在脑内 FC 方面,与 HC 相比,PWS 患儿的背侧注意网络、听觉网络、内侧视觉网络(VN)和感觉运动网络(SMN)的 FC 降低(FWE 校正,p<0.05)。在脑间 FC 方面,PWS 患儿的以下脑区之间的 FC 降低:后默认模式网络(DMN)与前 DMN;后 DMN 与 SMN;SMN 与后 VN 和突显网络与内侧 VN( FDR 校正,p<0.05)。偏相关分析显示,PWS 患儿的脑内 FC 模式与发育商呈正相关,而脑间 FC 模式则完全相反(p<0.05)。脑内 FC 模式的受试者工作特征曲线下面积为 0.947,区分 PWS 和 HC 的灵敏度为 96.15%,特异性为 81.25%。
PWS 患儿的脑内和脑间 FC 模式受损与发育迟缓有关,可能是由于神经通路功能障碍所致。脑内 FC 重组模式可区分 PWS 患儿和 HC。
ChiCTR2100046551。