Zhao Jing, Wu Ye, Chen Feng, Zhao Haiyan, Chen Jian, Jing Bin, Li Hongjun
School of Biological Science and Medical Engineering, Beihang University, Beijing, China.
Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China.
Quant Imaging Med Surg. 2024 Feb 1;14(2):1835-1843. doi: 10.21037/qims-23-1161. Epub 2024 Jan 22.
Asymptomatic neurocognitive impairment (ANI) is the mildest form of human immunodeficiency virus (HIV)-associated neurocognitive disorders (HANDs), and functional connectivity strength (FCS) alternations have been observed in the ANI stage. However, it is not clear whether the FCS alterations are influenced by the anatomical distance. This study sought to investigate distance-specific FCS changes in HIV ANI patients.
In total, 29 patients with HAND and 32 healthy controls (HCs) were enrolled in the study. Between-group differences were detected for short, middle and long range anatomical distance FCS. A correlation analysis was performed to examine the relationship between distance-specific FCS and immunological parameters and neuropsychological tests. A receiver operating characteristic (ROC) analysis was conducted to examine the discriminative performance for HIV ANI patients.
In comparison to the HCs, the HAND patients showed increased short-range FCS in the left inferior parietal lobule (IPL), middle-range FCS in the superior temporal gyrus (STG), long-range FCS in the left precuneus (PCC), and decreased FCS in the right postcentral gyrus (PCG) (cluster P<0.05, voxel significance P<0.001). Further, the long-range FCS in the right PCG was negatively correlated with the CD4/CD8 ratio (r=-0.479, 95% confidence interval (CI): -0.735 to -0.104, P=0.015), and the distance-specific FCS also showed good classification performance between the HAND patients and HCs. The left IPL, left STG, right PCG, and left PCC had areas under the curve (AUCs) of 0.875 [95% confidence interval (CI): 0.758-0.949, P<0.0001], 0.806 (95% CI: 0.677-0.900, P<0.0001), 0.855 (95% CI: 0.734-0.935, P<0.0001), and 0.852 (95% CI: 0.754-0.950, P<0.0001), respectively. There was no significant relationship between the distance-specific FCS and the neuropsychological tests.
Distance-specific FCS could be used to examine subtle alternations in HIV-infected patients in the ANI stage and help to explain the possible neurophysiological mechanism of HAND.
无症状神经认知障碍(ANI)是人类免疫缺陷病毒(HIV)相关神经认知障碍(HAND)最轻微的形式,且在ANI阶段已观察到功能连接强度(FCS)改变。然而,尚不清楚FCS改变是否受解剖距离影响。本研究旨在调查HIV-ANI患者中特定距离的FCS变化。
本研究共纳入29例HAND患者和32名健康对照(HC)。检测短、中、长程解剖距离FCS的组间差异。进行相关性分析以检验特定距离FCS与免疫参数和神经心理学测试之间的关系。进行受试者工作特征(ROC)分析以检验对HIV-ANI患者的判别性能。
与HC相比,HAND患者在左侧顶下小叶(IPL)表现出短程FCS增加,在颞上回(STG)表现出中程FCS增加,在左侧楔前叶(PCC)表现出长程FCS增加,而在右侧中央后回(PCG)表现出FCS降低(聚类P<0.05,体素显著性P<0.001)。此外,右侧PCG的长程FCS与CD4/CD8比值呈负相关(r=-0.479,95%置信区间(CI):-0.735至-0.104,P=0.015),且特定距离FCS在HAND患者和HC之间也表现出良好的分类性能。左侧IPL、左侧STG、右侧PCG和左侧PCC的曲线下面积(AUC)分别为0.875 [95%置信区间(CI):0.758-0.949,P<0.0001]、0.806(95% CI:0.677-0.900,P<0.0001)、0.855(95% CI:0.734-0.935,P<0.0001)和0.852(95% CI:0.754-0.950,P<0.0001)。特定距离FCS与神经心理学测试之间无显著关系。
特定距离FCS可用于检查ANI阶段HIV感染患者的细微变化,并有助于解释HAND可能的神经生理机制。