Egbert Anna R, Biswal Bharat, Karunakaran Keerthana Deepti, Pluta Agnieszka, Wolak Tomasz, Rao Stephen, Bornstein Robert, Szymańska Bogna, Horban Andrzej, Firląg-Burkacka Ewa, Sobańska Marta, Gawron Natalia, Bieńkowski Przemysław, Sienkiewicz-Jarosz Halina, Ścińska-Bieńkowska Anna, Łojek Emilia
The Faculty of Psychology, University of Warsaw, Stawki 5/7, 00-183 Warsaw, Poland; The Department of Biomedical Engineering, New Jersey Institute of Technology, University Heights Newark, NJ 07102, USA.
The Department of Biomedical Engineering, New Jersey Institute of Technology, University Heights Newark, NJ 07102, USA.
Prog Neuropsychopharmacol Biol Psychiatry. 2019 Jan 10;88:19-30. doi: 10.1016/j.pnpbp.2018.06.006. Epub 2018 Jun 12.
The objective of the study was to examine additive and synergistic effects of age and HIV infection on resting state (RS) intra- and inter-network functional connectivity (FC) of the brain. We also aimed to assess relationships with neurocognition and determine clinical-, treatment-, and health-related factors moderating intrinsic brain activity in aging HIV-positive (HIV+) individuals. The current report presents data on 54 HIV+ individuals (age M = 41, SD = 12 years) stabilized on cART and 54 socio-demographically matched healthy (HIV-) comparators (age M = 43, SD = 12 years), with cohort education mean of 16 years (SD = 12). Age at seroconversion ranged 20-55 years old. ANOVA assessed additive and synergistic effects of age and HIV in 133 ROIs. Bivariate statistics examined relationships of FC indices vulnerable to age-HIV interactions and neurocognitive domains T-scores (attention, executive, memory, psychomotor, semantic skills). Multivariate logistic models determined covariates of FC. This study found no statistically significant age-HIV effects on RS-FC after correcting for multiple comparisons except for synergistic effects on connectivity within cingulo-opercular network (CON) at the trending level. However, for uncorrected RS connectivity analyses, we observed HIV-related strengthening between regions of fronto-parietal network (FPN) and default mode network (DMN), and particular DMN regions and sensorimotor network (SMN). Simultaneously, FC weakening was observed within FPN and between other regions of DMN-SMN, in HIV+ vs. HIV- individuals. Ten ROI pairs revealed age-HIV interactions, with FC decreasing with age in HIV+, while increasing in controls. FC correlated with particular cognitive domains positively in HIV+ vs. negatively in HIV- group. Proportion of life prior-to-after HIV-seroconversion, post-infection years, and treatment determined within-FPN and SMN-DMN FC. In sum, highly functioning HIV+/cART+ patients do not reveal significantly altered RS-FC from healthy comparators. Nonetheless, the current findings uncorrected for multiple comparisons suggest that HIV infection may lead to simultaneous increases and decreases in FC in distinct brain regions even in patients successfully stabilized on cART. Moreover, RS-fMRI ROI-based analysis can be sensitive to age-HIV interactions, which are especially pronounced for inter-network FC in relation to neurocognition. Aging and treatment-related factors partially explain RS-FC in aging HIV+ patients.
本研究的目的是检验年龄和HIV感染对大脑静息状态(RS)网络内和网络间功能连接(FC)的相加和协同效应。我们还旨在评估与神经认知的关系,并确定调节老年HIV阳性(HIV+)个体内在脑活动的临床、治疗和健康相关因素。本报告呈现了54名接受cART治疗病情稳定的HIV+个体(年龄M = 41,标准差 = 12岁)和54名社会人口统计学匹配的健康(HIV-)对照者(年龄M = 43,标准差 = 12岁)的数据,队列受教育年限平均为16年(标准差 = 12)。血清转化时的年龄范围为20 - 55岁。方差分析评估了年龄和HIV在133个感兴趣区域(ROI)中的相加和协同效应。双变量统计检验了易受年龄 - HIV相互作用影响的FC指数与神经认知领域T分数(注意力、执行功能、记忆、精神运动、语义技能)之间的关系。多变量逻辑模型确定了FC的协变量。本研究发现,在进行多重比较校正后,年龄 - HIV对RS - FC没有统计学上的显著影响,但在扣带 - 脑岛网络(CON)内的连接性方面存在趋势水平的协同效应。然而,对于未校正的RS连接性分析,我们观察到HIV+个体的额顶叶网络(FPN)区域与默认模式网络(DMN)之间以及特定的DMN区域与感觉运动网络(SMN)之间存在与HIV相关的增强。同时,在HIV+与HIV-个体中,观察到FPN内以及DMN - SMN其他区域之间的FC减弱。十对ROI显示出年龄 - HIV相互作用,HIV+个体中FC随年龄下降,而对照组中则上升。FC在HIV+组中与特定认知领域呈正相关,而在HIV-组中呈负相关。HIV血清转化前后的生命比例、感染后年限和治疗情况决定了FPN内以及SMN - DMN的FC。总之,功能良好的HIV+/cART+患者与健康对照者相比,RS - FC没有明显改变。尽管如此,未经多重比较校正的当前研究结果表明,即使是成功接受cART治疗病情稳定的患者,HIV感染也可能导致不同脑区的FC同时增加和减少。此外,基于RS - fMRI ROI的分析对年龄 - HIV相互作用敏感,这在与神经认知相关的网络间FC中尤为明显。衰老和治疗相关因素部分解释了老年HIV+患者的RS - FC。