Increased brain-predicted aging in treated HIV disease

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; b = 3.48, p < 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.

[1]  S. Horvath,et al.  HIV-1 Infection Accelerates Age According to the Epigenetic Clock , 2015, The Journal of infectious diseases.

[2]  R. Effros,et al.  Accelerated Aging in HIV/AIDS: Novel Biomarkers of Senescent Human CD8+ T Cells , 2013, PloS one.

[3]  M. Maschke,et al.  Structural gray and white matter changes in patients with HIV , 2011, Journal of Neurology.

[4]  A. Roverato,et al.  Premature age-related comorbidities among HIV-infected persons compared with the general population. , 2011, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[5]  S. Gange,et al.  Comparison of risk and age at diagnosis of myocardial infarction, end-stage renal disease, and non-AIDS-defining cancer in HIV-infected versus uninfected adults. , 2015, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[6]  Trey Ideker,et al.  Methylome-wide Analysis of Chronic HIV Infection Reveals Five-Year Increase in Biological Age and Epigenetic Targeting of HLA. , 2016, Molecular cell.

[7]  L. Wilkins Increased brain-predicted aging in treated HIV disease , 2017, Neurology.

[8]  Christian Gaser,et al.  Advanced BrainAGE in older adults with type 2 diabetes mellitus , 2013, Front. Aging Neurosci..

[9]  B. Brew,et al.  The effects of HIV and aging on brain functions: proposing a research framework and update on last 3 years' findings. , 2014, Current opinion in HIV and AIDS.

[10]  S. Lewin,et al.  The end of AIDS: HIV infection as a chronic disease , 2013, The Lancet.

[11]  Jens C. Pruessner,et al.  Psychosocial stress is associated with in vivo dopamine release in human ventromedial prefrontal cortex: A positron emission tomography study using [18F]fallypride , 2011, NeuroImage.

[12]  Joanna M. Wardlaw,et al.  Brain volumetric changes and cognitive ageing during the eighth decade of life , 2015, Human brain mapping.

[13]  P. Reiss,et al.  Determinants of reduced cognitive performance in HIV-1-infected middle-aged men on combination antiretroviral therapy , 2016, AIDS.

[14]  P. Reiss,et al.  HIV-1 infection and cognitive impairment in the cART era: a review. , 2011, AIDS.

[15]  D. Sharp,et al.  White matter structure alterations in HIV-1-infected men with sustained suppression of viraemia on treatment , 2016, AIDS.

[16]  P. Reiss,et al.  HIV infection is independently associated with frailty in middle-aged HIV type 1-infected individuals compared with similar but uninfected controls , 2016, AIDS.

[17]  Jianhui Zhong,et al.  Effects of nadir CD4 count and duration of human immunodeficiency virus infection on brain volumes in the highly active antiretroviral therapy era , 2010, Journal of NeuroVirology.

[18]  Robert Leech,et al.  Prediction of brain age suggests accelerated atrophy after traumatic brain injury , 2015, Annals of neurology.

[19]  S. Brul,et al.  Premature and accelerated aging: HIV or HAART? , 2013, Front. Gene..

[20]  Paul M. Thompson,et al.  Mapping abnormal subcortical brain morphometry in an elderly HIV + cohort , 2015, NeuroImage: Clinical.

[21]  D. Sharp,et al.  WHITE MATTER HYPERINTENSITIES IN RELATION TO COGNITION IN HIV-INFECTED MEN WITH SuSTAINED SuPPRESSED VIRAL LOAD ON CART , 2017 .

[22]  Atul Kumar,et al.  Mapping the brain in younger and older asymptomatic HIV-1 men: Frontal volume changes in the absence of other cortical or diffusion tensor abnormalities , 2012, Cortex.

[23]  T. Salthouse Selective review of cognitive aging , 2010, Journal of the International Neuropsychological Society.

[24]  Torsten Rohlfing,et al.  Regional Brain Structural Dysmorphology in Human Immunodeficiency Virus Infection: Effects of Acquired Immune Deficiency Syndrome, Alcoholism, and Age , 2012, Biological Psychiatry.

[25]  Neda Jahanshad,et al.  Mapping white matter integrity in elderly people with HIV , 2014, Human brain mapping.

[26]  J. Singer,et al.  Association between short leukocyte telomere length and HIV infection in a cohort study: No evidence of a relationship with antiretroviral therapy. , 2014, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[27]  References , 1971 .

[28]  T. Salthouse The processing-speed theory of adult age differences in cognition. , 1996, Psychological review.

[29]  D. Sharp,et al.  White matter hyperintensities in relation to cognition in HIV-infected men with sustained suppressed viral load on combination antiretroviral therapy , 2016, AIDS.

[30]  Terry L. Jernigan,et al.  Clinical factors related to brain structure in HIV: the CHARTER study , 2011, Journal of NeuroVirology.

[31]  Florin Vaida,et al.  Independent Effects of HIV, Aging, and HAART on Brain Volumetric Measures , 2012, Journal of acquired immune deficiency syndromes.

[32]  T. Ernst,et al.  Impact of apolipoprotein E ε4 and HIV on cognition and brain atrophy: Antagonistic pleiotropy and premature brain aging , 2011, NeuroImage.

[33]  Association between brain volumes and HAND in cART-naïve HIV+ individuals from Thailand , 2015, Journal of NeuroVirology.

[34]  James T. Becker,et al.  Factors affecting brain structure in men with HIV disease in the post-HAART era , 2012, Neuroradiology.

[35]  P. Reiss,et al.  Cross-sectional comparison of the prevalence of age-associated comorbidities and their risk factors between HIV-infected and uninfected individuals: the AGEhIV cohort study. , 2014, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[36]  Robert K. Heaton,et al.  Predictive Validity of Global Deficit Scores in Detecting Neuropsychological Impairment in HIV Infection , 2004, Journal of clinical and experimental neuropsychology.

[37]  Stefan Klöppel,et al.  BrainAGE in Mild Cognitive Impaired Patients: Predicting the Conversion to Alzheimer’s Disease , 2013, PloS one.

[38]  Jean-Marie Annoni,et al.  Cognitive dysfunction in HIV patients despite long-standing suppression of viremia , 2009, AIDS.

[39]  N. Jahanshad,et al.  Novel Neuroimaging Methods to Understand How HIV Affects the Brain , 2015, Current HIV/AIDS Reports.

[40]  Torsten Rohlfing,et al.  Accelerated aging of selective brain structures in human immunodeficiency virus infection: a controlled, longitudinal magnetic resonance imaging study , 2014, Neurobiology of Aging.

[41]  S. Horvath,et al.  Acceleration of Age-Associated Methylation Patterns in HIV-1-Infected Adults , 2015, PloS one.

[42]  A. Landay,et al.  Is HIV a model of accelerated or accentuated aging? , 2014, The journals of gerontology. Series A, Biological sciences and medical sciences.

[43]  C. Studholme,et al.  Evidence for ongoing brain injury in human immunodeficiency virus-positive patients treated with antiretroviral therapy , 2009, Journal of NeuroVirology.

[44]  T. Nir,et al.  ApoE &egr;4 Is Associated With Cognition, Brain Integrity, and Atrophy in HIV Over Age 60 , 2016, Journal of acquired immune deficiency syndromes.