» Articles » PMID: 28258081

Increased Brain-predicted Aging in Treated HIV Disease

Abstract

Objective: To establish whether HIV disease is associated with abnormal levels of age-related brain atrophy, by estimating apparent brain age using neuroimaging and exploring whether these estimates related to HIV status, age, cognitive performance, and HIV-related clinical parameters.

Methods: A large sample of virologically suppressed HIV-positive adults (n = 162, age 45-82 years) and highly comparable HIV-negative controls (n = 105) were recruited as part of the Comorbidity in Relation to AIDS (COBRA) collaboration. Using T1-weighted MRI scans, a machine-learning model of healthy brain aging was defined in an independent cohort (n = 2,001, aged 18-90 years). Neuroimaging data from HIV-positive and HIV-negative individuals were then used to estimate brain-predicted age; then brain-predicted age difference (brain-PAD = brain-predicted brain age - chronological age) scores were calculated. Neuropsychological and clinical assessments were also carried out.

Results: HIV-positive individuals had greater brain-PAD score (mean ± SD 2.15 ± 7.79 years) compared to HIV-negative individuals (-0.87 ± 8.40 years; = 3.48, < 0.01). Increased brain-PAD score was associated with decreased performance in multiple cognitive domains (information processing speed, executive function, memory) and general cognitive performance across all participants. Brain-PAD score was not associated with age, duration of HIV infection, or other HIV-related measures.

Conclusion: Increased apparent brain aging, predicted using neuroimaging, was observed in HIV-positive adults, despite effective viral suppression. Furthermore, the magnitude of increased apparent brain aging related to cognitive deficits. However, predicted brain age difference did not correlate with chronological age or duration of HIV infection, suggesting that HIV disease may accentuate rather than accelerate brain aging.

Citing Articles

Predicting Trajectories of Everyday Functioning in Adults Aging with HIV Using Latent Growth Mixture Modeling.

Ham L, Roesch S, Franklin D, Ellis R, Grant I, Moore D AIDS Behav. 2025; .

PMID: 39928071 DOI: 10.1007/s10461-025-04623-z.


Decoding MRI-informed brain age using mutual information.

Li J, Lam L, Lu H Insights Imaging. 2024; 15(1):216.

PMID: 39186199 PMC: 11347523. DOI: 10.1186/s13244-024-01791-9.


Combination antiretroviral therapy prevents SIV- induced aging in the hippocampus and neurodegeneration throughout the brain.

MacLean A, Horn M, Midkiff C, Van Zandt A, Saied A Res Sq. 2024; .

PMID: 39149452 PMC: 11326353. DOI: 10.21203/rs.3.rs-4681317/v1.


Retro-age: A unique epigenetic biomarker of aging captured by DNA methylation states of retroelements.

Ndhlovu L, Bendall M, Dwaraka V, Pang A, Dopkins N, Carreras N Aging Cell. 2024; 23(10):e14288.

PMID: 39092674 PMC: 11464121. DOI: 10.1111/acel.14288.


Neurocognitive profile in HIV subjects on INSTI-regimen- one year follow up: Is there room for optimism?.

Brkic-Jovanovic N, Karaman M, Andric V, Maric D, Brkic S, Bugarski-Ignjatovic V PLoS One. 2024; 19(6):e0306278.

PMID: 38923982 PMC: 11207154. DOI: 10.1371/journal.pone.0306278.


References
1.
Rickabaugh T, Baxter R, Sehl M, Sinsheimer J, Hultin P, Hultin L . Acceleration of age-associated methylation patterns in HIV-1-infected adults. PLoS One. 2015; 10(3):e0119201. PMC: 4373843. DOI: 10.1371/journal.pone.0119201. View

2.
Franke K, Gaser C, Manor B, Novak V . Advanced BrainAGE in older adults with type 2 diabetes mellitus. Front Aging Neurosci. 2014; 5:90. PMC: 3865444. DOI: 10.3389/fnagi.2013.00090. View

3.
Nir T, Jahanshad N, Busovaca E, Wendelken L, Nicolas K, Thompson P . Mapping white matter integrity in elderly people with HIV. Hum Brain Mapp. 2013; 35(3):975-92. PMC: 3775847. DOI: 10.1002/hbm.22228. View

4.
Deeks S, Lewin S, Havlir D . The end of AIDS: HIV infection as a chronic disease. Lancet. 2013; 382(9903):1525-33. PMC: 4058441. DOI: 10.1016/S0140-6736(13)61809-7. View

5.
Salthouse T . The processing-speed theory of adult age differences in cognition. Psychol Rev. 1996; 103(3):403-28. DOI: 10.1037/0033-295x.103.3.403. View