Glymphatic dysfunction in HIV: a resting-state fMRI biomarker linking cognitive impairment and immune suppression

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]
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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