HIV and age underlie specific patterns of brain abnormalities and cognitive changes in high functioning patients
Agnieszka Pluta1, Tomasz Wolak2, Marta Sobańska1
1The Faculty of Psychology, University of Warsaw.
Individuals with HIV on combination antiretroviral therapy (cART) show reduced brain volume and cognitive function compared to those without HIV. Aging also independently contributes to brain vulnerability and cognitive decline.
Area of Science:
- Neuroscience
- Immunology
- Radiology
Background:
- Brain structure and cognitive function in individuals with human immunodeficiency virus (HIV) on combination antiretroviral therapy (cART) are not fully understood, especially when other comorbidities are absent.
- Previous research on the effects of HIV and aging on the brain has yielded conflicting results.
Purpose of the Study:
- To investigate the impact of HIV status and age on brain structure and cognitive performance.
- To utilize machine learning to identify distinguishing brain and cognitive features between aviremic HIV-positive individuals on cART and healthy controls.
Main Methods:
- Neuropsychological testing and volumetric magnetic resonance imaging (MRI) were performed on 53 HIV-positive patients and 62 healthy controls.
- Voxel-based morphometry, ANCOVAs, machine learning, and multivariate regression were employed to analyze structural brain and neurocognitive data.
Main Results:
- HIV-positive individuals exhibited smaller volumes and gray matter thickness in the caudate, parahippocampus, insula, and inferior frontal gyrus compared to healthy controls.
- HIV-positive subjects performed worse on complex attention and cognitive fluency tasks.
- Machine learning identified cognitive scores (complex attention, psychomotor speed) and brain volumetric measures (white matter, gray matter, ventricles, amygdala, caudate, putamen) as key discriminators between groups.
- Both voxel-based morphometry and regression analyses indicated that HIV and aging independently exacerbate brain vulnerability and cognitive impairment.
Conclusions:
- Effective cART in HIV patients is associated with reduced brain volume and cognitive function compared to seronegative individuals.
- No significant interaction was found between HIV infection and aging on brain structure or cognitive function.
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