Back to Search
Start Over
An augmented aging process in brain white matter in HIV.
- Source :
-
Human brain mapping [Hum Brain Mapp] 2018 Jun; Vol. 39 (6), pp. 2532-2540. Date of Electronic Publication: 2018 Feb 27. - Publication Year :
- 2018
-
Abstract
- Objective: HIV infection and aging are both associated with neurodegeneration. However, whether the aging process alone or other factors associated with advanced age account for the progression of neurodegeneration in the aging HIV-positive (HIV+) population remains unclear.<br />Methods: HIV+ (n = 70) and HIV-negative (HIV-, n = 34) participants underwent diffusion tensor imaging (DTI) and metrics of microstructural properties were extracted from regions of interest (ROIs). A support vector regression model was trained on two independent datasets of healthy adults across the adult life-span (n = 765, Cam-CAN = 588; UiO = 177) to predict participant age from DTI metrics, and applied to the HIV dataset. Predicted brain age gap (BAG) was computed as the difference between predicted age and chronological age, and statistically compared between HIV groups. Regressions assessed the relationship between BAG and HIV severity/medical comorbidities. Finally, correlation analyses tested for associations between BAG and cognitive performance.<br />Results: BAG was significantly higher in the HIV+ group than the HIV- group F (1, 103) = 12.408, p = .001). HIV RNA viral load was significantly associated with BAG, particularly in older HIV+ individuals (R <superscript>2</superscript> = 0.29, F(7, 70) = 2.66, p = .021). Further, BAG was negatively correlated with domain-level cognitive function (learning: r = -0.26, p = .008; memory: r = -0.21, p = .034).<br />Conclusions: HIV infection is associated with augmented white matter aging, and greater brain aging is associated with worse cognitive performance in multiple domains.<br /> (© 2018 Wiley Periodicals, Inc.)
- Subjects :
- Adult
Age Distribution
Aged
Aged, 80 and over
Analysis of Variance
Brain diagnostic imaging
Brain virology
CD4 Antigens metabolism
Cognition physiology
Female
HIV Infections diagnostic imaging
HIV Infections physiopathology
Humans
Image Processing, Computer-Assisted
Magnetic Resonance Imaging
Male
Middle Aged
Neuropsychological Tests
Psychiatric Status Rating Scales
Statistics, Nonparametric
Viral Load
White Matter diagnostic imaging
White Matter virology
Aging pathology
Brain pathology
HIV Infections pathology
White Matter pathology
Subjects
Details
- Language :
- English
- ISSN :
- 1097-0193
- Volume :
- 39
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Human brain mapping
- Publication Type :
- Academic Journal
- Accession number :
- 29488278
- Full Text :
- https://doi.org/10.1002/hbm.24019