Suppr超能文献

功能网络组织在患有先天性心脏病的儿童和青少年中局部存在异常。

Functional network organization is locally atypical in children and adolescents with congenital heart disease.

作者信息

Roy Joy, Reynolds William, Panigrahy Ashok, Ceschin Rafael

机构信息

Department of Biomedical Informatics, University of Pittsburgh School of Medicine, United States.

Department of Pediatric Radiology, UPMC Children's Hospital of Pittsburgh, United States.

出版信息

medRxiv. 2024 Apr 20:2024.04.19.24306106. doi: 10.1101/2024.04.19.24306106.

Abstract

Children and adolescents with congenital heart disease (CHD) frequently experience neurodevelopmental impairments that can impact academic performance, memory, attention, and behavioral function, ultimately affecting overall quality of life. This study aims to investigate the impact of CHD on functional brain network connectivity and cognitive function. Using resting-state fMRI data, we examined several network metrics across various brain regions utilizing weighted networks and binarized networks with both absolute and proportional thresholds. Regression models were fitted to patient neurocognitive exam scores using various metrics obtained from all three methods. Our results unveil significant differences in network connectivity patterns, particularly in temporal, occipital, and subcortical regions, across both weighted and binarized networks. Furthermore, we identified distinct correlations between network metrics and cognitive performance, suggesting potential compensatory mechanisms within specific brain regions.

摘要

患有先天性心脏病(CHD)的儿童和青少年经常出现神经发育障碍,这可能会影响学业成绩、记忆力、注意力和行为功能,最终影响整体生活质量。本研究旨在调查CHD对功能性脑网络连通性和认知功能的影响。利用静息态功能磁共振成像(fMRI)数据,我们使用加权网络和具有绝对阈值及比例阈值的二值化网络,检查了各个脑区的多个网络指标。使用从所有三种方法获得的各种指标,将回归模型拟合到患者的神经认知检查分数上。我们的结果揭示了加权网络和二值化网络在网络连通性模式上的显著差异,特别是在颞叶、枕叶和皮质下区域。此外,我们确定了网络指标与认知表现之间的独特相关性,表明特定脑区内可能存在代偿机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f221/11065028/d9f389a9231a/nihpp-2024.04.19.24306106v1-f0001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验