Liu Yumeng, Xin Huizhen, Shu Yongqiang, Li Lifeng, Long Ting, Zeng Li, Huang Ling, Liu Xiang, Deng Yingke, Zhu Yu, Li Haijun, Peng Dechang
Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi Province, People's Republic of China.
PET Center, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi Province, People's Republic of China.
Nat Sci Sleep. 2024 Dec 4;16:1891-1904. doi: 10.2147/NSS.S483030. eCollection 2024.
This study is to evaluate the altered number of functional connection (s) in patients with obstructive sleep apnea (OSA) by functional connectivity density (FCD), to investigate its relationship with cognitive function, and to explore whether these features could be used to distinguish OSA from healthy controls (HCs).
Seventy-six OSA patients and 72 HCs were included in the analysis. All participants underwent resting-state functional magnetic resonance imaging scan. Subsequently, intergroup differences between long-and short-range FCD groups were obtained in the Matlab platform by using the degree centrality option with a 75 mm cutoff. The partial correlation analysis were used to assess the relationship between the altered FCD value and clinical assessments in OSA patients. The FCD values of the different brain regions were used as classification features to distinguish the two groups by support vector machine (SVM).
Compared to HCs, OSA patients had decreased long-range FCD in the right superior frontal gyrus (SFG), right precuneus, and left middle frontal gyrus (MFG). Simultaneously, increased long-range FCD in the right cingulate gyrus (CG). Meanwhile, the short-range FCD were decreased in the right postcentral gyrus (PoCG), right SFG, left MFG, and right CG. The short-range FCD values of the right PoCG were correlated with the Montreal Cognitive Assessment scores in OSA patients. SVM analysis showed that FCD in differential brain regions could differentiate OSA patients from HCs.
Long- and short-range FCD values in different brain regions of OSA patients may be related to cognitive decline, and also be effective in distinguishing OSA patients from HCs. These findings provide new perspectives on neurocognition in OSA patients.
本研究旨在通过功能连接密度(FCD)评估阻塞性睡眠呼吸暂停(OSA)患者功能连接数量的改变,探讨其与认知功能的关系,并探索这些特征是否可用于区分OSA患者与健康对照(HCs)。
76例OSA患者和72例HCs纳入分析。所有参与者均接受静息态功能磁共振成像扫描。随后,在Matlab平台上使用截止值为75 mm的度中心性选项,获得长程和短程FCD组之间的组间差异。采用偏相关分析评估OSA患者中FCD值改变与临床评估之间的关系。使用不同脑区的FCD值作为分类特征,通过支持向量机(SVM)区分两组。
与HCs相比,OSA患者右侧额上回(SFG)、右侧楔前叶和左侧额中回(MFG)的长程FCD降低。同时,右侧扣带回(CG)的长程FCD增加。此外,右侧中央后回(PoCG)、右侧SFG、左侧MFG和右侧CG的短程FCD降低。OSA患者右侧PoCG的短程FCD值与蒙特利尔认知评估得分相关。SVM分析表明,不同脑区的FCD可区分OSA患者与HCs。
OSA患者不同脑区的长程和短程FCD值可能与认知功能下降有关,也能有效区分OSA患者与HCs。这些发现为OSA患者的神经认知提供了新的视角。