ArticleFrontiers in neurology2020
Sex Differences in the Patterns and Predictors of Cognitive Function in HIV.
Article in Frontiers in neurology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.
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Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Machine Learning in HIV Care and Antiretroviral Therapy: Systematic Review.Journal of medical Internet research · 2026Pooled it
- Article
- Article
- Metabolomic levels mediate the link between socioeconomic factors and changes in declarative memory in women with and without HIV.Brain, behavior, & immunity - health · 2026Article
- Geriatric syndromes in women living with HIV.Current opinion in HIV and AIDS · 2026Review
- International application of an optimized harmonization approach for longitudinal cognitive data in people with HIV.Journal of clinical epidemiology · 2025Article
- EcoHIV infection effects on cocaine seeking and neuroimmune responses in male mice depend on cocaine exposure pattern.Addiction neuroscience · 2025Article
- Sex-specific associations between cerebrospinal fluid inflammatory biomarkers and cognition in antiretroviral-naïve people with HIV in rural Uganda.Brain, behavior, and immunity · 2025Article
- Imaging the translocator protein 18 kDa within cognitive control and declarative memory circuits in virally suppressed people with HIV.AIDS (London, England) · 2025Article
- Development of a refined harmonization approach for longitudinal cognitive data in people with HIV.Journal of clinical epidemiology · 2025Article
- Plasma Biomarkers and Cognitive Decline in HIV: Findings from Two U.S. Cohorts.TouchREVIEWS in infectious diseases · 2025Article
- Acute Effects of Monoacylglycerol Lipase Inhibitor ABX1431 on Neuronal Hyperexcitability, Nociception, Locomotion, and the Endocannabinoid System in HIV-1 Tat Male Mice.Cannabis and cannabinoid research · 2024Article
- Neurocognition and its predictors in a linguistically and culturally diverse cohort of people with HIV.The Clinical neuropsychologist · 2024Article
- Identifying and distinguishing cognitive profiles among virally suppressed people with HIV.Neuropsychology · 2024Article
- Latent Profile Analysis of Cognitive Performance and Depressive Symptoms Among People with HIV.AIDS patient care and STDs · 2024Article
- A helping HAND: therapeutic potential of MAGL inhibition against HIV-1-associated neuroinflammation.Frontiers in immunology · 2024Article
- Biopsychosocial phenotypes in people with HIV in the CHARTER cohort.Brain communications · 2024Article
- Bridging brain and blood: a prospective view on neuroimaging-exosome correlations in HIV-associated neurocognitive disorders.Frontiers in neurology · 2024Review
- Effects of acute ΔBrain research · 2024Article
- Mental health phenotypes of well-controlled HIV in Uganda.Frontiers in public health · 2024Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Despite advancements in antiretroviral therapy, mild cognitive deficits persist in nearly half of people with HIV (PWH). The profile of impairment in HIV is highly variable with deficits observed in a range of cognitive domains. Despite evidence of greater cognitive impairment among women with HIV (WWH) vs. men with HIV (MWH), it is unclear how MWH and WWH differ in the type of cognitive impairment and in risk factors associated with cognitive impairment profiles. In a large and well-characterized sample of PWH, we used machine learning to identify profiles of cognitive functioning and their associated factors overall and within sex. Participants included 1,666 PWH (201 WWH; 1,465 MMH) from the HIV Neurobehavioral Research Program who completed a neuropsychological test battery at their baseline visits. Using demographically-adjusted T-scores from 13 test outcomes assessing motor skills, executive functioning, attention/working memory, episodic learning and memory, verbal fluency, and processing speed, we used Kohonen self-organizing maps to identify patterns of high-dimensional data by mapping participants to similar nodes based on T-scores (MCLUST R package). Random forest models were used to determine how sociodemographic (e.g., age, education), clinical (e.g., depressive symptoms, substance use disorder), and biological (e.g., HIV disease characteristics) factors differentially related to membership within a cognitive profile. All analyses were repeated within sex. Three cognitive profiles were identified overall and within each sex. Overall and within MWH, there were unimpaired and global weakness profiles. The third profile in the total sample demonstrated relatively weak auditory attention whereas in MWH showed relative strengths in attention and processing speed. Conversely, there was no unimpaired profile among WWH. Rather, WWH demonstrated separate profiles reflecting weakness in motor skills, a relative weakness in learning and delayed recall, and global weaknesses with spared recognition memory. Despite different cognitive profiles by sex, the most discriminative factors were similar between men and women and included reading level (cognitive reserve), current and nadir CD4 count, plasma HIV viral load, duration of HIV disease, age, depressive symptoms, and race/ethnicity. Findings fill a knowledge gap concerning sex differences in cognitive impairment in PWH and inform personalized risk reduction and therapeutic strategies.
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