蒙特利尔认知评估
神经心理学
认知
医学
内科学
工作记忆
贝叶斯多元线性回归
静息状态功能磁共振成像
神经心理评估
执行职能
心理学
听力学
口语流利性测试
线性回归
神经科学
认知障碍
精神科
机器学习
计算机科学
作者
Ke Xue,Yuxin Shi,Fengxiang Song,Dan-Chao Cai,Jie Shen,Zecheng Yang,Fei Shan,Zhiyong Zhang,Yi Zhan
出处
期刊:AIDS
[Lippincott Williams & Wilkins]
日期:2025-07-18
标识
DOI:10.1097/qad.0000000000004300
摘要
Objective: To investigate glymphatic dysfunction in people living with HIV (PLWH) and its associations with immunological status and cognitive function, utilizing the coupling strength of global blood-oxygen-level-dependent and cerebrospinal fluid (gBOLD-CSF). Design: Retrospective study of 75 PLWH and 52 non-HIV controls undergoing neuropsychological tests and resting-state functional magnetic resonance imaging (rs-fMRI). Methods: GBOLD-CSF coupling, Montreal Cognitive Assessment (MoCA) and seven cognitive domain scores were calculated. Group difference in gBOLD-CSF coupling strength was analyzed using a general linear model, adjusting for age, sex, and education. Partial correlation analyses were performed to examine the correlations of cognitive performance and immunological status with gBOLD-CSF coupling. Multivariate regression analysis was utilized to further evaluate the associations of gBOLD-CSF coupling with cognition. Results: PLWH exhibited significantly weaker gBOLD-CSF coupling than non-HIV controls (p = 0.018) and revealed impairments in attention/working memory, speed of information processing, and abstract/executive function (all p < 0.05). Reduced gBOLD-CSF coupling was associated with deficits in MoCA scores (r = -0.332, p = 0.004), verbal fluency (r = 0.245, p = 0.038), attention/working memory (r = 0.240, p = 0.042), speed of information processing (r = 0.245, p = 0.038), and abstract/executive function (r = 0.241, p = 0.042) in PLWH. Multivariate regression analysis showed gBOLD-CSF coupling was the only independent predictor for speed of information processing (β=0.410, p = 0.031) and MoCA scores (β=-0.399, p = 0.037). Weaker gBOLD-CSF coupling was correlated with lower nadir and current CD4 counts(r = -0.379, p = 0.019; r = -0.321, p = 0.049, respectively). Conclusion: Reduced gBOLD-CSF coupling in PLWH suggests glymphatic dysfunction and was associated with cognitive impairment and HIV-related immune suppression. It may serve as a non-invasive biomarker for monitoring cognitive disturbances and disease progression in HIV.
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