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RUBIN LH, MAKI PM, DU Y, SWEENEY SE, O’TOOLE R, NAM H, LEE H, SOULE AR, ROWE SP, LESNIAK WG, MINN I, DASTGHEYB R, SHORER EF, WUGALTER KA, SEVERSON J, WU Y, HALL AW, MATHEWS WB, KASSIOU M, DANNALS RF, KASSAYE SG, BROWN TT, BAKKER A, POMPER MG, COUGHLIN JM. Imaging the translocator protein 18 kDa within cognitive control and declarative memory circuits in virally suppressed people with HIV. AIDS 2025; 39:133-142. [PMID: 39405127 PMCID: PMC11717590 DOI: 10.1097/qad.0000000000004034] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Accepted: 10/06/2024] [Indexed: 01/11/2025]
Abstract
OBJECTIVES Virally suppressed people with HIV (VS-PWH) show heterogeneity in patterns of cognitive dysfunction. To better understand the relationship between the neuroimmune response and cognition, we used PET to image the translocator protein 18 kDa (TSPO). The study examined HIV-serostatus differences in TSPO as well as associations between regional TSPO and select cognitive processes defined using the Research Domain Criteria (RDoC) framework. DESIGN Cross-sectional investigation in VS-PWH ( n = 25) versus HIV-uninfected individuals ( n = 18) of cognitive control and declarative memory, as well as [ 11 C]DPA-713 PET measures of TSPO within cognitive control and declarative memory regions of interest (ROI). METHODS Group differences in [ 11 C]DPA-713 binding ( VT ) in cognitive control or declarative memory regions were examined using linear mixed models. Tests of associations between factor-derived cognitive system measures and PET measures were performed, controlling for TSPO genotype. RESULTS There were no group differences in any of the four factor-derived cognitive system measures. VS-PWH had higher log [ 11 C]DPA-713 VT across cognitive control regions [unstandardized beta coefficient reflecting mean difference [ B ] = 0.23, SE = 0.11, 95% confidence interval (CI) 0.01-0.45, P = 0.04] and declarative memory regions ( B = 0.24, SE = 0.11, 95% CI 0.02-0.45, P = 0.03). Higher log [ 11 C]DPA-713 VT in cognitive control regions related to poorer cognitive control in each group, and to worse self-reported cognitive performance in VS-PWH. Log [ 11 C]DPA-713 VT in each declarative memory region did not associate with measured declarative memory. CONCLUSION A localized neuroimmune response marked by high TSPO in brain regions that subserve cognitive control may contribute to poorer cognitive control in VS-PWH.
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Affiliation(s)
- Leah H. RUBIN
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Pauline M. MAKI
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Yong DU
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Shannon Eileen SWEENEY
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Riley O’TOOLE
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hwanhee NAM
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hannah LEE
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ana R. SOULE
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Steven P. ROWE
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Radiology, University of North Carolina, Chapel Hill, NC, USA
| | - Wojciech G. LESNIAK
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Il MINN
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Raha DASTGHEYB
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Eran F. SHORER
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Katrina A. WUGALTER
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | | | - Yunkou WU
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Andrew W. HALL
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - William B. MATHEWS
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael KASSIOU
- School of Chemistry, University of Sydney, New South Wales, Australia
| | - Robert F. DANNALS
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Seble G. KASSAYE
- Department of Medicine, Georgetown University, Washington DC, USA
| | - Todd T. BROWN
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Arnold BAKKER
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Martin G. POMPER
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jennifer M. COUGHLIN
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Lang L, Rubin LH, Dastgheyb RM, Vance DE, Letendre SL, Franklin DR, Xu Y. Development of a refined harmonization approach for longitudinal cognitive data in people with HIV. J Clin Epidemiol 2025; 178:111620. [PMID: 39615660 PMCID: PMC11781957 DOI: 10.1016/j.jclinepi.2024.111620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 11/19/2024] [Accepted: 11/25/2024] [Indexed: 12/13/2024]
Abstract
OBJECTIVES The aim of this study was to develop a refined method for harmonizing longitudinal cognitive data across several large-scale studies in people with HIV (PWH), in whom cognitive complications are common and heterogeneous in presentation. STUDY DESIGN AND SETTING We developed a refined method for harmonizing longitudinal cognitive data across five large-scale studies in PWH that used different cognitive batteries with only some overlapping tests-Women's Interagency HIV Study (WIHS), Multicenter AIDS Cohort Study, CNS HIV Antiretroviral Therapy Effects Research (CHARTER), National NeuroAIDS Tissue Consortium, and the HIV Neurobehavioral Research Program. Traditional data harmonization methods using latent variable models focus on cross-sectional data and require the presence of common cognitive tests to serve as "linking" assessments. However, the absence of such common tests for certain cognitive domains can preclude the direct application of these traditional techniques. To address these challenges, we developed a harmonization method that leveraged a second-order factor model, which capitalized on the structural relationships among cognitive domains. RESULTS Our approach yielded harmonized cognitive domain scores that are demographically consistent across different cohorts and exhibit strong correlations with the raw or log transformed (eg, timed outcomes) cognitive test scores. These harmonized scores accurately reflected variations according to age, educational status, and other demographic factors, while preserving participants' longitudinal cognitive trajectories. CONCLUSION Our harmonization methods are essential for future analyses of large-scale, retrospective data to understand the heterogeneity in cognitive complications in PWH. These methods can be applied to harmonize new datasets with similar measures.
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Affiliation(s)
- Lang Lang
- Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, USA
| | - Leah H Rubin
- Departments of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA; Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Raha M Dastgheyb
- Departments of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - David E Vance
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Scott L Letendre
- HIV Neurobehavioral Research Program, Departments of Medicine and Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Donald R Franklin
- HIV Neurobehavioral Research Program, Departments of Medicine and Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Yanxun Xu
- Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, USA; Division of Biostatistics and Bioinformatics at The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Luo H, Chen J, Liu J, Wang W, Hou C, Jiang X, Ma J, Xu F, Aili X, Zhou Z, Li H. Bridging brain and blood: a prospective view on neuroimaging-exosome correlations in HIV-associated neurocognitive disorders. Front Neurol 2025; 15:1479272. [PMID: 39839878 PMCID: PMC11745957 DOI: 10.3389/fneur.2024.1479272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Accepted: 12/18/2024] [Indexed: 01/23/2025] Open
Abstract
HIV-associated neurocognitive disorder (HAND) is a complex neurological complication resulting from human immunodeficiency virus (HIV) infection, affecting about 50% of individuals with HIV and significantly diminishing their quality of life. HAND includes a variety of cognitive, motor, and behavioral disorders, severely impacting patients' quality of life and social functioning. Although combination antiretroviral therapy (cART) has greatly improved the prognosis for HIV patients, the incidence of HAND remains high, underscoring the urgent need to better understand its pathological mechanisms and develop early diagnostic methods. This review highlights the latest advancements in neuroimaging and exosome biomarkers in HAND research. Neuroimaging, particularly magnetic resonance imaging (MRI), offers a non-invasive and repeatable method to monitor subtle changes in brain structure and function, potentially detecting early signs of HAND. Meanwhile, exosomes are nano-sized vesicles secreted by cells that serve as key mediators of intercellular communication, playing a crucial role in the neuropathology of HIV and potentially acting as a critical bridge between peripheral blood and central nervous system lesions. Thus, combining plasma exosome biomarkers with indicators derived from neuroimaging scans may enhance the early diagnosis of HAND. This review summarizes evidence supporting the role of exosomes as reliable biomarkers for early detection and management of HAND. Furthermore, we emphasize the correlation between neuroimaging biomarkers and exosome biomarkers and explore their potential combined use. This review discusses the technical challenges and methodological limitations of integrating these two types of biomarkers and proposes future research directions. This multidisciplinary integrative approach not only promises to improve the neurocognitive health management of HIV patients but may also offer valuable insights for research into other neurodegenerative diseases.
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Affiliation(s)
- Haixia Luo
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Junzhuo Chen
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Jiaojiao Liu
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Wei Wang
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Chuanke Hou
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xingyuan Jiang
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Juming Ma
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Fan Xu
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xire Aili
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, China
| | - Zhongkai Zhou
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Hongjun Li
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, China
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Denniss J, Veenhuis RT, Xu Y, Lang L, Saylor D, Lofgren SM, Boulware DR, Nakasujja N, Anok A, Reynolds SJ, Quinn TC, Nakigozi G, Rubin LH. Sex-specific associations between cerebrospinal fluid inflammatory biomarkers and cognition in antiretroviral-naïve people with HIV in rural Uganda. Brain Behav Immun 2024; 125:1-8. [PMID: 39667634 DOI: 10.1016/j.bbi.2024.12.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 11/14/2024] [Accepted: 12/09/2024] [Indexed: 12/14/2024] Open
Abstract
Globally, people with HIV (PWH) experience a broad spectrum of cognitive impairment that can be noted both before and after initiation of antiretroviral therapy (ART). Sex differences in immune function have been implicated in differential cognitive outcomes. Here, we report sex differences in cerebrospinal fluid (CSF) markers in relation to cognitive performance in a subset of ART-naïve PWH participating in the Rakai Neurology Cohort Study. Participants (55 % male, 45 % female, overall mean age 36.5 years, SD = 8.7) underwent a lumbar puncture and a cognitive battery prior to ART initiation. CSF was collected, and 14 inflammatory markers were analyzed. Individual cognitive test z-scores were generated based on local normative data. We used a series of least absolute shrinkage and selection operator (lasso) regressions to examine associations between CSF inflammatory markers and cognitive outcomes. CSF inflammatory levels did not differ significantly between sexes except for IL-8 being higher in men. In women with HIV, there were more significant associations between inflammatory markers and cognitive performance than men with HIV. Additionally, inflammatory markers were associated with a broader range of cognitive domains in women compared to men with HIV. Patterns of association differed by sex in this young, ART-naïve Ugandan cohort, and several associations in a particular sex persisted or shifted when compared to a post-ART timepoint. Further study into sex-specific patterns of inflammation is warranted to improve cognitive outcomes in PWH.
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Affiliation(s)
- Julia Denniss
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Rebecca T Veenhuis
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Yanxun Xu
- Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, United States; Division of Biostatistics and Bioinformatics at The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Lang Lang
- Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, United States
| | - Deanna Saylor
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Sarah M Lofgren
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, United States
| | - David R Boulware
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, United States
| | | | - Aggrey Anok
- Rakai Health Sciences Program, Kalisizo, Uganda
| | - Steven J Reynolds
- Division of Intramural Research, National Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, MD, United States; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Thomas C Quinn
- Division of Intramural Research, National Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, MD, United States; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | | | - Leah H Rubin
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States; Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
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5
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Yadav-Samudrala BJ, Ravula HP, Barmada KM, Dodson H, Poklis JL, Ignatowska-Jankowska BM, Lichtman AH, Reissner KJ, Fitting S. Acute Effects of Monoacylglycerol Lipase Inhibitor ABX1431 on Neuronal Hyperexcitability, Nociception, Locomotion, and the Endocannabinoid System in HIV-1 Tat Male Mice. Cannabis Cannabinoid Res 2024; 9:1500-1513. [PMID: 38394322 PMCID: PMC11685295 DOI: 10.1089/can.2023.0247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2024] Open
Abstract
Background: Evidence suggests that monoacylglycerol lipase (MAGL) inhibitors can potentially treat HIV symptoms by increasing the concentration of 2-arachidonoylglycerol (2-AG). We examined a selective MAGL inhibitor ABX1431 in the context of neuroHIV. Methods: To assess the effects of ABX1431, we conducted in vitro and in vivo studies. In vitro calcium imaging on frontal cortex neuronal cultures was performed to evaluate the role of ABX1431 (10, 30, 100 nM) on transactivator of transcription (Tat)-induced neuronal hyperexcitability. Following in vitro experiments, in vivo experiments were performed using Tat transgenic male mice. Mice were treated with 4 mg/kg ABX1431 and assessed for antinociception using tail-flick and hot plate assays followed by locomotor activity. After the behavioral experiments, their brains were harvested to quantify endocannabinoids (eCB) and related lipids through mass spectrometry, and cannabinoid type-1 and -2 receptors (CB1R and CB2R) were quantified through western blot. Results: In vitro studies revealed that adding Tat directly to the neuronal cultures significantly increased intracellular calcium concentration, which ABX1431 completely reversed at all concentrations. Preincubating the cultures with CB1R and CB2R antagonists showed that ABX1431 exhibited its effects partially through CB1R. In vivo studies demonstrated that acute ABX1431 increased overall total distance traveled and speed of mice regardless of their genotype. Mass spectrometry and western blot analyses revealed differential effects on the eCB system based on Tat expression. The 2-AG levels were significantly upregulated following ABX1431 treatment in the striatum and spinal cord. Arachidonic acid (AA) was also upregulated in the striatum of vehicle-treated Tat(+) mice. No changes were noted in CB1R expression levels; however, CB2R levels were increased in ABX1431-treated Tat(-) mice only. Conclusion: Findings indicate that ABX1431 has potential neuroprotective effects in vitro partially mediated through CB1R. Acute treatment of ABX1431 in vivo shows antinociceptive effects, and seems to alter locomotor activity, with upregulating 2-AG levels in the striatum and spinal cord.
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Affiliation(s)
- Barkha J. Yadav-Samudrala
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Havilah P. Ravula
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Karenna M. Barmada
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Hailey Dodson
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Justin L. Poklis
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, Richmond, Virginia, USA
| | | | - Aron H. Lichtman
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Kathryn J. Reissner
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Sylvia Fitting
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Breton J, Watson CWM, Kamalyan L, Franklin D, Fazeli P, Umlauf A, Moore RC, Ellis R, Grant I, Heaton RK, Cherner M, Moore DJ, Marquine MJ. Neurocognition and its predictors in a linguistically and culturally diverse cohort of people with HIV. Clin Neuropsychol 2024; 38:1890-1909. [PMID: 38588669 PMCID: PMC11468223 DOI: 10.1080/13854046.2024.2319900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 02/09/2024] [Indexed: 04/10/2024]
Abstract
Objective: HIV/AIDS disproportionately affects Black and Latino people in the United States, yet there is a lack of research on predictors of neurocognitive outcomes in these groups. We examined neurocognitive performance and its key predictors across White, Black, and Latino people with HIV (PWH). Method: Participants included 586 PWH of White, Black, and Latino (English- and Spanish-speaking) background. Neurocognition was assessed via demographically-adjusted Fluid Cognition Composite T-scores from the NIH-Toolbox cognition battery, and individual tests comprising this composite. Predictors examined included sociodemographic and HIV disease characteristics, and medical, psychiatric and substance comorbidities. Results: Compared to White PWH, English-speaking Latino PWH had lower T-scores on the Fluid Cognition Composite, as well as Flanker Inhibition and Picture Sequence Memory tests. While there were no other significant group differences on Fluid Cognition, both Latino PWH language groups performed worse than Black PWH on Flanker Inhibition, and Black PWH performed worse than White PWH on List Sorting. Separate multivariable linear regression models by ethnic/racial/language group showed that significant correlates of worse Fluid Cognition included depressive symptoms among White PWH; hepatitis C co-infection among Black PWH; hypertension among English-speaking Latino PWH; and higher estimated duration of HIV disease and depressive symptoms in Spanish-speaking Latino PWH. Conclusions: Findings suggest worse neurocognition among English-speaking Latino PWH compared to Whites. Predictors of neurocognitive function among PWH differ across ethnic/racial and language groups. Consideration of these HIV disease characteristics and comorbidities may be valuable in developing targeted culturally-relevant interventions aimed at ameliorating neurocognitive dysfunction among diverse PWH.
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Affiliation(s)
- Jordana Breton
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychology, University of Texas at Austin, Austin, TX, USA
| | - Caitlin Wei-Ming Watson
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, CA, USA
| | - Lily Kamalyan
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, CA, USA
| | - Donald Franklin
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Pariya Fazeli
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Anya Umlauf
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Raeanne C Moore
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Ronald Ellis
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Neurosciences, University of California San Diego, San Diego, CA, USA
| | - Igor Grant
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Robert K Heaton
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Mariana Cherner
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - David J Moore
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - María J Marquine
- Department of Medicine, University of California San Diego, San Diego, CA, USA
- Department of Medicine, Duke University, Durham, NC, USA
- Duke Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA
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Tang B, Ellis RJ, Vaida F, Umlauf A, Franklin DR, Dastgheyb R, Rubin LH, Riggs PK, Iudicello JE, Clifford DB, Moore DJ, Heaton RK, Letendre SL. Biopsychosocial phenotypes in people with HIV in the CHARTER cohort. Brain Commun 2024; 6:fcae224. [PMID: 39077377 PMCID: PMC11285184 DOI: 10.1093/braincomms/fcae224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 05/22/2024] [Accepted: 07/23/2024] [Indexed: 07/31/2024] Open
Abstract
Neuropsychiatric complications such as neurocognitive impairment and depression are common in people with HIV despite viral suppression on antiretroviral therapy, but these conditions are heterogeneous in their clinical presentations and associated disability. Identifying novel biopsychosocial phenotypes that account for neurocognitive performance and depressive and functional symptoms will better reflect the complexities encountered in clinical practice and may have pathological and therapeutic implications. We classified 1580 people with HIV based on 17 features, including 7 cognitive domains, 4 subscales of the Beck depression inventory-II, 5 components of the patient's assessment of own functioning inventory, and dependence in instrumental and basic activities of daily living. A two-stage clustering procedure consisting of dimension reduction with self-organizing maps and Mahalanobis distance-based k-means clustering algorithms was applied to cross-sectional data. Baseline demographic and clinical characteristics were compared between the phenotypes, and their prediction on the biopsychosocial phenotypes was evaluated using multinomial logistic regression. Four distinct phenotypes were identified. Participants in Phenotype 1 overall did well in all domains. Phenotype 2 had mild-to-moderate depressive symptoms and the most substance use disorders. Phenotype 3 had mild-to-moderate cognitive impairment, moderate depressive symptoms, and the worst daily functioning; they also had the highest proportion of females and non-HIV conditions that could affect cognition. Phenotype 4 had mild-to-moderate cognitive impairment but with relatively good mood, and daily functioning. Multivariable analysis showed that demographic characteristics, medical conditions, lifetime cocaine use disorder, triglycerides, and non-antiretroviral therapy medications were important variables associated with biopsychosocial phenotype. We found complex, multidimensional biopsychosocial profiles in people with HIV that were associated with different risk patterns. Future longitudinal work should determine the stability of these phenotypes, assess factors that influence transitions from one phenotype to another, and characterize their biological associations.
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Affiliation(s)
- Bin Tang
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
| | - Ronald J Ellis
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
- Department of Neurosciences, University of California San Diego, San Diego, CA 92093, USA
| | - Florin Vaida
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
| | - Anya Umlauf
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
| | - Donald R Franklin
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
| | - Raha Dastgheyb
- Department of Neurology, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Leah H Rubin
- Department of Neurology, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Patricia K Riggs
- Department of Medicine, University of California San Diego, San Diego, CA 92093, USA
| | - Jennifer E Iudicello
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
| | - David B Clifford
- Department of Neurology, Washington University at St. Louis, St. Louis, MO 63110, USA
| | - David J Moore
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
| | - Robert K Heaton
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
| | - Scott L Letendre
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
- Department of Medicine, University of California San Diego, San Diego, CA 92093, USA
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League AF, Yadav-Samudrala BJ, Kolagani R, Cline CA, Jacobs IR, Manke J, Niphakis MJ, Cravatt BF, Lichtman AH, Ignatowska-Jankowska BM, Fitting S. A helping HAND: therapeutic potential of MAGL inhibition against HIV-1-associated neuroinflammation. Front Immunol 2024; 15:1374301. [PMID: 38835765 PMCID: PMC11148243 DOI: 10.3389/fimmu.2024.1374301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Accepted: 04/25/2024] [Indexed: 06/06/2024] Open
Abstract
Background Human immunodeficiency virus (HIV) affects nearly 40 million people globally, with roughly 80% of all people living with HIV receiving antiretroviral therapy. Antiretroviral treatment suppresses viral load in peripheral tissues but does not effectively penetrate the blood-brain barrier. Thus, viral reservoirs persist in the central nervous system and continue to produce low levels of inflammatory factors and early viral proteins, including the transactivator of transcription (Tat). HIV Tat is known to contribute to chronic neuroinflammation and synaptodendritic damage, which is associated with the development of cognitive, motor, and/or mood problems, collectively known as HIV-associated neurocognitive disorders (HAND). Cannabinoid anti-inflammatory effects are well documented, but therapeutic utility of cannabis remains limited due to its psychotropic effects, including alterations within brain regions encoding reward processing and motivation, such as the nucleus accumbens. Alternatively, inhibiting monoacylglycerol lipase (MAGL) has demonstrated therapeutic potential through interactions with the endocannabinoid system. Methods The present study utilized a reward-related operant behavioral task to quantify motivated behavior in female Tat transgenic mice treated with vehicle or MAGL inhibitor MJN110 (1 mg/kg). Brain tissue was collected to assess dendritic injury and neuroinflammatory profiles, including dendritic microtubule-associated protein (MAP2ab) intensity, microglia density, microglia morphology, astrocyte density, astrocytic interleukin-1ß (IL-1ß) colocalization, and various lipid mediators. Results No significant behavioral differences were observed; however, MJN110 protected against Tat-induced dendritic injury by significantly upregulating MAP2ab intensity in the nucleus accumbens and in the infralimbic cortex of Tat(+) mice. No or only minor effects were noted for Iba-1+ microglia density and/or microglia morphology. Further, Tat increased GFAP+ astrocyte density in the infralimbic cortex and GFAP+ astrocytic IL-1ß colocalization in the nucleus accumbens, with MJN110 significantly reducing these measures in Tat(+) subjects. Lastly, selected HETE-related inflammatory lipid mediators in the striatum were downregulated by chronic MJN110 treatment. Conclusions These findings demonstrate anti-inflammatory and neuroprotective properties of MJN110 without cannabimimetic behavioral effects and suggest a promising alternative to cannabis for managing neuroinflammation.
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Affiliation(s)
- Alexis F. League
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Barkha J. Yadav-Samudrala
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Ramya Kolagani
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Calista A. Cline
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Ian R. Jacobs
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jonathan Manke
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Micah J. Niphakis
- Department of Chemistry, Scripps Research, La Jolla, CA, United States
| | | | - Aron H. Lichtman
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, Richmond, VA, United States
| | | | - Sylvia Fitting
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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Kohli M, Ham L, Saloner R, Dung D, Iudicello J, Ellis RJ, Moore DJ. Latent Profile Analysis of Cognitive Performance and Depressive Symptoms Among People with HIV. AIDS Patient Care STDS 2024; 38:93-106. [PMID: 38381950 PMCID: PMC10890962 DOI: 10.1089/apc.2023.0224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024] Open
Abstract
Depression and cognitive impairment are prevalent conditions among people with HIV (PWH), likely attributable to shared causes and common risk factors. Identifying subtypes of PWH with similar patterns of neurocognitive impairment (NCI) and depressive symptoms may inform development of patient-centered interventions that target-specific profiles. This study aimed to (1) classify PWH based on patterns of domain-specific NCI and depression; and (2) determine the relationship between latent class membership and pertinent clinical characteristics. PWH (N = 580, 86.2% male, 57.1% non-Hispanic White, 69.2% unemployed) completed a comprehensive neuropsychological test battery assessing global and domain-specific cognition. Domain-specific NCI was classified as deficit score >0.5. Participants completed the Beck Depression Inventory-II (BDI-II), and domain-specific BDI-II scores reflecting cognitive, affective, and somatic symptoms were computed. Latent profile analysis (LPA) was used to determine latent subgroups of NCI and depression. The optimal LPA solution consisted of five classes: minimal NCI and minimal depression (Class 1), amnestic and minimal depression (Class 2), severe multi-domain NCI and moderate depression (somatic and affective; Class 3), mild NCI and mild depression (Class 4), and moderate multi-domain NCI and severe depression (Class 5). Despite similar levels of functional impairment, Class 5 had a significant psychiatric profile, whereas Class 3 had a complex medical profile (i.e., higher frailty index, higher medications, greater proportion of AIDS diagnosis). In contrast, Class 1 had the lowest medication use and frailty index, with similar HIV disease characteristics to Classes 3 and 5. Our results suggest there are multiple pathways to cognitive and functional impairment among PWH with co-occurring depression and cognitive impairment, and these groups may respond differently to interventions. Of note, our sample was majority non-Hispanic White and male, which is nonrepresentative of the US population of PWH. Future interventions should consider a more integrated, person-centered approach that addresses cognitive and emotional health to optimize health outcomes in PWH.
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Affiliation(s)
- Maulika Kohli
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California, USA
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, California, USA
| | - Lillian Ham
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California, USA
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, California, USA
| | - Rowan Saloner
- Memory and Aging Center, University of California, San Francisco, San Francisco, California, USA
| | - Devin Dung
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, California, USA
| | - Jennifer Iudicello
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, California, USA
- Department of Psychiatry and University of California, San Diego, La Jolla, California, USA
| | - Ronald J. Ellis
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, California, USA
- Department of Psychiatry and University of California, San Diego, La Jolla, California, USA
- Department of Neurosciences, University of California, San Diego, La Jolla, California, USA
| | - David J. Moore
- HIV Neurobehavioral Research Program, University of California San Diego, San Diego, California, USA
- Department of Psychiatry and University of California, San Diego, La Jolla, California, USA
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10
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Sundermann EE, Dastgheyb R, Moore DJ, Buchholz AS, Bondi MW, Ellis RJ, Letendre SL, Heaton RK, Rubin LH. Identifying and distinguishing cognitive profiles among virally suppressed people with HIV. Neuropsychology 2024; 38:169-183. [PMID: 37971860 PMCID: PMC11260085 DOI: 10.1037/neu0000935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVE Cognitive deficits are common among people with HIV (PWH), even when virally suppressed. We identified cognitive profiles among virally suppressed PWH and determined how sociodemographic, clinical/behavioral, and HIV disease characteristics distinguish profile membership. METHOD Participants included 704 virally suppressed PWH (Mage = 43.9 [SD = 10.2], 88% male, 58.9% non-Hispanic White) from the HIV Neurobehavioral Research Program. Demographically adjusted T scores were derived from a neuropsychological evaluation comprised of 13 tests. We implemented a pipeline involving dimension reduction and clustering to identify profiles of cognitive performance. Random forest models on a 70/30 training/testing set with internal cross-validation were used to identify sociodemographic, clinical/behavioral, and HIV disease correlates of profile membership. RESULTS Six cognitive profiles were identified: (a) "unimpaired" (19.9%); (b) weakness in verbal learning and memory (15.5%); (c) weakness in executive function and learning (25.8%); (d) weakness in motor, processing speed, and executive function (8.1%); (e) impaired learning and recall with weak-to-impaired motor, processing speed, and executive function (13.1%); (f) global deficits (17.6%). The most discriminative sociodemographic, clinical/behavioral, and HIV disease characteristics varied by profile with self-reported mood symptoms and cognitive/functional difficulties (e.g., language/communication, memory, and overall everyday function complaints) most consistently associated with profile membership. CONCLUSIONS Cognitive profiles and their associated factors among PWH are heterogeneous, but learning/memory deficits were most common and self-reported mood, and cognitive/functional difficulties were most consistently related to profile membership. This heterogeneity in cognitive profiles and their correlates in PWH suggests that differing mechanisms contribute to cognitive deficits and, thus, underscores the need for personalized risk reduction and therapeutic strategies among PWH. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
| | | | - David J Moore
- Department of Psychiatry, University of California, San Diego
| | | | - Mark W Bondi
- Department of Psychiatry, University of California, San Diego
| | - Ronald J Ellis
- Department of Psychiatry, University of California, San Diego
| | | | - Robert K Heaton
- Department of Psychiatry, University of California, San Diego
| | - Leah H Rubin
- Department of Neurology, Johns Hopkins University
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11
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Yadav-Samudrala BJ, Gorman BL, Dodson H, Ramineni S, Wallace ED, Peace MR, Poklis JL, Jiang W, Fitting S. Effects of acute Δ 9-tetrahydrocannabinol on behavior and the endocannabinoid system in HIV-1 Tat transgenic female and male mice. Brain Res 2024; 1822:148638. [PMID: 37858856 PMCID: PMC10873064 DOI: 10.1016/j.brainres.2023.148638] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 09/22/2023] [Accepted: 10/16/2023] [Indexed: 10/21/2023]
Abstract
Cannabis use is highly prevalent especially among people living with HIV (PLWH). Activation of the anti-inflammatory and neuroprotective endocannabinoid system by phytocannabinoids, i.e. Δ9-tetrahydrocannabinol (THC), has been proposed to reduce HIV symptoms. However, THC's effects on HIV-related memory deficits are unclear. Using HIV-1 Tat transgenic mice, the current study investigates acute THC effects on various behavioral outcomes and the endocannabinoid system. For the rodent tetrad model, THC doses (1, 3, 10 mg/kg) induced known antinociceptive effects, with Tat induction increasing antinociceptive THC effects at 3 and 10 mg/kg doses. Only minor or no effects were noted for acute THC on body temperature, locomotor activity, and coordination. Increased anxiety-like behavior was found for females compared to males, but acute THC had no effect on anxiety. Object recognition memory was diminished by acute THC in Tat(-) females but not Tat(+) females, without affecting males. The endocannabinoid system and related lipids were not affected by acute THC, except for THC-induced decreases in CB1R protein expression levels in the spinal cord of Tat(-) mice. Female sex and Tat induction was associated with elevated 2-AG, AEA, AA, CB1R, CB2R, FAAH and/or MAGL expression in various brain regions. Further, AEA levels in the prefrontal cortex of Tat(+) females were negatively associated with object recognition memory. Overall, findings indicate that acute THC exerts differential effects on antinociception and memory, dependent on sex and HIV Tat expression, potentially in relation to an altered endocannabinoid system, which may be of relevance in view of potential cannabis-based treatment options for PLWH.
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Affiliation(s)
- Barkha J Yadav-Samudrala
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Benjamin L Gorman
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Hailey Dodson
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Shreya Ramineni
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - E Diane Wallace
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Michelle R Peace
- Department of Pharmacology & Toxicology, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Justin L Poklis
- Department of Forensic Science, Virginia Commonwealth University, Richmond, VA 23284, USA
| | - Wei Jiang
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC 29425, USA; Division of Infectious Diseases, Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Sylvia Fitting
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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Vines L, Sotelo D, Giddens N, Manza P, Volkow ND, Wang GJ. Neurological, Behavioral, and Pathophysiological Characterization of the Co-Occurrence of Substance Use and HIV: A Narrative Review. Brain Sci 2023; 13:1480. [PMID: 37891847 PMCID: PMC10605099 DOI: 10.3390/brainsci13101480] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/10/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023] Open
Abstract
Combined antiretroviral therapy (cART) has greatly reduced the severity of HIV-associated neurocognitive disorders in people living with HIV (PLWH); however, PLWH are more likely than the general population to use drugs and suffer from substance use disorders (SUDs) and to exhibit risky behaviors that promote HIV transmission and other infections. Dopamine-boosting psychostimulants such as cocaine and methamphetamine are some of the most widely used substances among PLWH. Chronic use of these substances disrupts brain function, structure, and cognition. PLWH with SUD have poor health outcomes driven by complex interactions between biological, neurocognitive, and social factors. Here we review the effects of comorbid HIV and psychostimulant use disorders by discussing the distinct and common effects of HIV and chronic cocaine and methamphetamine use on behavioral and neurological impairments using evidence from rodent models of HIV-associated neurocognitive impairments (Tat or gp120 protein expression) and clinical studies. We also provide a biopsychosocial perspective by discussing behavioral impairment in differentially impacted social groups and proposing interventions at both patient and population levels.
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Affiliation(s)
- Leah Vines
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
| | - Diana Sotelo
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
| | - Natasha Giddens
- Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison, WI 53719, USA;
| | - Peter Manza
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
| | - Nora D. Volkow
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
| | - Gene-Jack Wang
- Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, USA; (L.V.); (D.S.); (P.M.); (N.D.V.)
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13
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Mukerji SS, Petersen KJ, Pohl KM, Dastgheyb RM, Fox HS, Bilder RM, Brouillette MJ, Gross AL, Scott-Sheldon LAJ, Paul RH, Gabuzda D. Machine Learning Approaches to Understand Cognitive Phenotypes in People With HIV. J Infect Dis 2023; 227:S48-S57. [PMID: 36930638 PMCID: PMC10022709 DOI: 10.1093/infdis/jiac293] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
Cognitive disorders are prevalent in people with HIV (PWH) despite antiretroviral therapy. Given the heterogeneity of cognitive disorders in PWH in the current era and evidence that these disorders have different etiologies and risk factors, scientific rationale is growing for using data-driven models to identify biologically defined subtypes (biotypes) of these disorders. Here, we discuss the state of science using machine learning to understand cognitive phenotypes in PWH and their associated comorbidities, biological mechanisms, and risk factors. We also discuss methods, example applications, challenges, and what will be required from the field to successfully incorporate machine learning in research on cognitive disorders in PWH. These topics were discussed at the National Institute of Mental Health meeting on "Biotypes of CNS Complications in People Living with HIV" held in October 2021. These ongoing research initiatives seek to explain the heterogeneity of cognitive phenotypes in PWH and their associated biological mechanisms to facilitate clinical management and tailored interventions.
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Affiliation(s)
- Shibani S Mukerji
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Kalen J Petersen
- Washington University in Saint Louis, Saint Louis, Missouri, USA
| | - Kilian M Pohl
- Stanford University, Stanford, California, USA
- SRI International, Menlo Park, California, USA
| | - Raha M Dastgheyb
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Howard S Fox
- University of Nebraska Medical Center, Omaha, Nebraska, USA
| | | | | | - Alden L Gross
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Lori A J Scott-Sheldon
- Division of AIDS Research, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, USA
| | - Robert H Paul
- Missouri Institute of Mental Health, University of Missouri, Saint Louis, Missouri, USA
| | - Dana Gabuzda
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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14
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Neurology of Systemic Disease. Neurol Clin 2023; 41:399-413. [PMID: 37030966 DOI: 10.1016/j.ncl.2022.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Abstract
Sex differences exist within the neurologic complications of systemic disease. To promote new avenues for prevention and develop novel therapeutics, we highlight the role of sex in differential outcomes to infectious disease and cardiac arrest and educate the reader in paraneoplastic presentations that may herald underlying malignancies in women.
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Keng LD, Winston A, Sabin CA. The global burden of cognitive impairment in people with HIV. AIDS 2023; 37:61-70. [PMID: 36111550 PMCID: PMC9794154 DOI: 10.1097/qad.0000000000003379] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 08/10/2022] [Accepted: 08/31/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVE While life expectancies of people with HIV (PWH) have increased through the successes of antiretroviral treatment, cognitive impairment remains a pressing concern. Prevalence estimates vary worldwide as different definitions for cognitive impairment are used and resource availability differs across geographical settings. We aim to explore this heterogeneity and estimate the global cognitive impairment burden in PWH. DESIGN Systematic literature review and meta-analysis. METHODS We searched PubMed, Embase, SCOPUS, and Web of Science for studies reporting on cognitive impairment prevalence in PWH. Nine factors were investigated for their potential association with the prevalence using a univariate meta-analysis and a meta-regression: assessment method, geographical region, country income, exclusion criteria, study quality, age, sex, publication year, and sample size. RESULTS The literature search identified 8539 records, of which 225 were included. The adjusted prevalence was significantly lower in males than females. Across 44 countries, 12 assessment methods were used; the HIV-associated neurocognitive disorder/Frascati criteria, known for high false-positive rates, was employed in 44.4% of studies. The pooled cognitive impairment prevalence estimate in PWH, including asymptomatic cases, was 39.6% (95% confidence interval: 37.2-42.1%; range: 7-87%). The meta-regression explained 13.3% of between-study variation, with substantial residual heterogeneity ( I2 = 97.7%). CONCLUSION Lack of data from more than 70% of the world's countries, cohorts being unselected for symptoms in most research studies, and limitations of the HIV-associated neurocognitive disorder/Frascati criteria restrict the ability to accurately determine the global burden of cognitive impairment in PWH. More studies in low-resource settings and a standardized approach to assessing cognitive impairment, bridging research and clinical realms, are needed.
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Affiliation(s)
- Lea D. Keng
- Institute for Global Health, University College London
| | - Alan Winston
- Department of Infectious Disease, Imperial College London, London, UK
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16
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Williams DW, Flores BR, Xu Y, Wang Y, Yu D, Peters BA, Adedimeji A, Wilson TE, Merenstein D, Tien PC, Cohen MH, Weber KM, Adimora AA, Ofotokun I, Fischl M, Turan J, Turan B, Laumet G, Landay AL, Dastgheyb RM, Gange SJ, Weiser SD, Rubin LH. T-cell activation state differentially contributes to neuropsychiatric complications in women with HIV. Brain Behav Immun Health 2022; 25:100498. [PMID: 36097532 PMCID: PMC9463560 DOI: 10.1016/j.bbih.2022.100498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 07/07/2022] [Accepted: 08/13/2022] [Indexed: 02/02/2023] Open
Abstract
Neuropsychiatric complications are common among women with HIV (WWH). The pathophysiological mechanisms underlying these complications are not fully known but likely driven in part by immune modulation. We examined associations between T-cell activation states which are required to mount an effective immune response (activation, co-stimulation/normal function, exhaustion, senescence) and neuropsychiatric complications in WWH. 369 WWH (78% HIV RNA undetectable/<20cp/mL) enrolled in the Women's Interagency HIV Study completed neuropsychological testing and measures of depression (Center for Epidemiological Studies Depression Scale-CES-D), self-reported stress levels (Perceived Stress Scale-10), and post-traumatic stress (PTSD Checklist-Civilian Scale). Multiparametric flow cytometry evaluated T-cell activation state. Partial least squares regressions were used to examine T-cell phenotypes and neuropsychiatric outcome associations after confounder adjustment. In the total sample and among virally suppressed (VS)-WWH, CD4+ T-cell exhaustion was associated with poorer learning and attention/working memory (P's < 0.05). In the total sample, CD4+ T-cell activation was associated with better attention/working memory and CD8+ T-cell co-stimulation and senescence was associated with poorer executive function (P's < 0.05). For mental health outcomes, in the total sample, CD4+ T-cell activation was associated with more perceived stress and CD4+ T-cell exhaustion was associated with less depressive symptoms (P's < 0.05). Among VS-WWH, CD4+ senescence was associated with less perceive stress and CD8+ T-cell co-stimulation and senescence was associated with higher depression (P's < 0.05). Together, results suggest the contribution of peripheral CD4+ and CD8+ T-cell activation status to neuropsychiatric complications in WWH.
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Affiliation(s)
- Dionna W. Williams
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Clinical Pharmacology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Bianca R. Flores
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yanxun Xu
- Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, USA
- Division of Biostatistics and Bioinformatics at the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yuezhe Wang
- Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, USA
| | - Danyang Yu
- Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, USA
| | - Brandilyn A. Peters
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Adebola Adedimeji
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Tracey E. Wilson
- Department of Community Health Sciences, State University of New York Downstate Health Science University, School of Public Health, Brooklyn, NY, USA
| | - Daniel Merenstein
- Department of Family Medicine, Georgetown University Medical Center, Washington, DC, USA
| | - Phyllis C. Tien
- Department of Medicine, UCSF and Medical Service, Department of Veteran Affairs Medical Center, San Francisco, CA, USA
| | | | | | - Adaora A. Adimora
- Division of Infectious Disease, University of North Carolina at Chapel Hill, NC, USA
| | - Igho Ofotokun
- Department of Medicine, Emory University and Grady Healthcare System, Atlanta, Georgia Mailman School of Public Health, Columbia University, NY, NY, USA
| | - Margaret Fischl
- Department of Medicine, University of Miami Health System, Miami, FL, USA
| | - Janet Turan
- Departments of Health Policy and Organization, School of Public Health, University of Alabama at Birmingham, USA
| | - Bülent Turan
- Department of Psychology, Koc University, Istanbul, Turkey
| | - Geoffroy Laumet
- Department of Physiology, Michigan State University, East Lansing, MI, USA
| | - Alan L. Landay
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Raha M. Dastgheyb
- Departments of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephen J. Gange
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Sheri D. Weiser
- Department of Medicine, UCSF and Medical Service, Department of Veteran Affairs Medical Center, San Francisco, CA, USA
- Division of HIV, ID and Global Medicine, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Leah H. Rubin
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Departments of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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JAKEMAN B, SCHERRER AU, DARLING KEA, DAMAS J, BIELER-AESCHLIMANN M, HASSE B, SCHLOSSER L, HACHFELD A, GUTBROD K, TARR PE, CALMY A, ASSAL F, KUNZE U, STOECKLE M, SCHMID P, TOLLER G, ROSSI S, DI BENEDETTO C, DU PASQUIER R, CAVASSINI M, MARZOLINI C. Anticholinergic and sedative medications are associated with neurocognitive performance of well-treated people living with HIV. Open Forum Infect Dis 2022; 9:ofac457. [PMID: 36147598 PMCID: PMC9487636 DOI: 10.1093/ofid/ofac457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 08/30/2022] [Indexed: 11/13/2022] Open
Abstract
Background We previously showed that anticholinergic (ACH) medications contribute to self-reported neurocognitive impairment (NCI) in elderly people with human immunodeficiency virus (PWH). The current cross-sectional study further evaluated the effect of ACH and sedative drugs on neurocognitive function in PWH who underwent comprehensive neuropsychological evaluation. Methods A medication review was performed in PWH enrolled in the prospective Neurocognitive Assessment in Metabolic and Aging Cohort within the Swiss HIV Cohort Study. Neurocognitive functions were analyzed in 5 domains (motor skills, speed of information, attention/working memory, executive functions, and verbal learning memory). The effect of ACH and sedative medications on neurocognitive functioning was evaluated using linear regression models for the continuous (mean z-score) outcome and multivariable logistic regression models for the binary (presence/absence) outcome. Results A total of 963 PWH (80% male, 92% Caucasian, 96% virologically suppressed, median age 52) were included. Fourteen percent of participants were prescribed ≥1 ACH medication and 9% were prescribed ≥1 sedative medication. Overall, 40% of participants had NCI. Sedative medication use was associated with impaired attention/verbal learning and ACH medication use with motor skills deficits both in the continuous (mean z-score difference −0.26 to −0.14, P < .001 and P = .06) and binary (odds ratio [OR], ≥1.67; P < .05) models. Their combined use was associated with deficits in overall neurocognitive functions in both models (mean z-score difference −0.12, P = .002 and OR = 1.54, P = .03). These associations were unchanged in a subgroup analysis of participants without depression (n = 824). Conclusions Anticholinergic and sedative medications contribute to NCI. Clinicians need to consider these drugs when assessing NCI in PWH.
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Affiliation(s)
- Bernadette JAKEMAN
- Department of Pharmaceutical Practice and Administrative Sciences, University of New Mexico College of Pharmacy , Albuquerque , USA
- Division of Infectious Diseases and Hospital Epidemiology, Departments of Medicine and Clinical Research, University Hospital Basel, University of Basel , Switzerland
| | - Alexandra U SCHERRER
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich , Switzerland
- Institute of Medical Virology, University of Zurich , Switzerland
| | - Katharine E A DARLING
- Service of Infectious Diseases, Lausanne University Hospital, University of Lausanne , Switzerland
| | - Jose DAMAS
- Service of Infectious Diseases, Lausanne University Hospital, University of Lausanne , Switzerland
| | - Melanie BIELER-AESCHLIMANN
- Service of Neurology, Department of Neurosciences, University Hospital Lausanne, University of Lausanne , Switzerland
| | - Barbara HASSE
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich , Switzerland
| | - Ladina SCHLOSSER
- Department of Neuropsychology, Neurology Clinic, University Hospital Zurich , Switzerland
| | - Anna HACHFELD
- Department of Infectious Diseases, University Hospital Bern, University of Bern , Switzerland
| | - Klemens GUTBROD
- Department of Neurology, University Hospital Bern, University of Bern, Switzerland and Neurozentrum , Bern , Switzerland
| | - Philip E TARR
- University Department of Medicine, Kantonsspital Bruderholz, University of Basel , Switzerland
| | - Alexandra CALMY
- Division of Infectious Diseases, University Hospital Geneva, University of Geneva , Switzerland
| | - Frederic ASSAL
- Service of Neurology, University Hospital Geneva, University of Geneva , Switzerland
| | - Ursula KUNZE
- Memory Clinic, Felix Platter Hospital University Center for Medicine of Aging , Basel , Switzerland
| | - Marcel STOECKLE
- Division of Infectious Diseases and Hospital Epidemiology, Departments of Medicine and Clinical Research, University Hospital Basel, University of Basel , Switzerland
| | - Patrick SCHMID
- Department of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St Gallen , Switzerland
| | - Gianina TOLLER
- Neuropsychology Unit, Department of Neurology, Cantonal Hospital St Gallen , Switzerland
| | - Stefania ROSSI
- Neuropsychology and Speech Therapy Unit, Neurocenter of Southern Switzerland, Regional Hospital Lugano , Switzerland
| | | | - Renaud DU PASQUIER
- Service of Neurology, Department of Neurosciences, University Hospital Lausanne, University of Lausanne , Switzerland
| | - Matthias CAVASSINI
- Service of Infectious Diseases, Lausanne University Hospital, University of Lausanne , Switzerland
| | - Catia MARZOLINI
- Division of Infectious Diseases and Hospital Epidemiology, Departments of Medicine and Clinical Research, University Hospital Basel, University of Basel , Switzerland
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Lannoy S, Fama R, Sassoon SA, Le Berre AP, Asok P, Zahr NM, Pfefferbaum A, Sullivan EV. A prospective study revealing a compounded burden of COVID-19, sex, and clinical diagnosis of alcohol use disorder and HIV infection on quality of life, anxiety, and alcohol use. J Psychiatr Res 2022; 152:152-159. [PMID: 35724497 PMCID: PMC9192099 DOI: 10.1016/j.jpsychires.2022.06.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/07/2022] [Accepted: 06/10/2022] [Indexed: 01/29/2023]
Abstract
The COVID-19 pandemic led to unprecedented restrictions to mitigate disease spread, leading to consequences affecting mental health. Many studies examining COVID-19 pandemic effects on well-being and mental health initiated inquiry after the pandemic onset, whereas we used self-report questionnaires obtained before the pandemic to re-assess the same functions during the pandemic. Participants were drawn from our ongoing longitudinal studies of people with HIV infection, alcohol use disorder (AUD), HIV + AUD comorbidity, and controls. We used phone or mail contact to invite all to participate in our COVID phone survey, which included three self-report questionnaires: Health-related Quality of Life (QoL), State-Trait Anxiety Inventory (STAI), and Alcohol Use Disorder Identification Test (AUDIT). Of 218 eligible participants, 86 responded (July 2020-March 2021): clinical (29 men, 23 women; 17 AUD, 21 HIV, 14 HIV + AUD); control (17 men, 17 women). QoL scores declined, and anxiety symptoms increased from pre-COVID surveys in all groups; clinical women reported greater negative changes than the other groups. QoL subscales revealed COVID-related declines in emotional well-being in all groups, with clinical women reporting additional declines in energy, physical and social functioning, health, and pain increase. Clinical men also reported health declines. Although AUDIT scores were stable in all groups between assessments, changes in AUDIT scores were inversely correlated with QoL scores in clinical women; in clinical men, changes in STAI scores were inversely correlated with QoL scores. Although all groups were adversely affected by the pandemic, the negative effects were greater in the clinical group regardless of diagnosis and greatest in clinical women.
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Affiliation(s)
- Séverine Lannoy
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, 94305, USA; Virginia Commonwealth University School of Medicine, Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Richmond, VA, 23298, USA
| | - Rosemary Fama
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, 94305, USA; SRI International, Menlo Park, CA, 94025, USA
| | | | - Anne-Pascale Le Berre
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, 94305, USA
| | - Priya Asok
- SRI International, Menlo Park, CA, 94025, USA
| | - Natalie M Zahr
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, 94305, USA; SRI International, Menlo Park, CA, 94025, USA
| | - Adolf Pfefferbaum
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, 94305, USA; SRI International, Menlo Park, CA, 94025, USA
| | - Edith V Sullivan
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, 94305, USA; SRI International, Menlo Park, CA, 94025, USA.
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Donne VD, Massaroni V, Ciccarelli N, Lombardi F, Borghetti A, Ciccullo A, Dusina A, Farinacci D, Baldin G, Visconti E, Tamburrini E, Di Giambenedetto S. Difference in the neurocognitive functions of WLWH and MLWH in an Italian cohort of people living with HIV. J Neurovirol 2022; 28:422-429. [PMID: 35718852 PMCID: PMC9470695 DOI: 10.1007/s13365-022-01078-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 03/11/2022] [Accepted: 03/28/2022] [Indexed: 12/04/2022]
Abstract
Based on the available literature, women living with HIV (WLWH) seem to show greater cognitive and emotional disadvantages than men living with HIV (MLWH). Our aim was to compare the cognitive performance of MLWH and WLWH in an Italian cohort of People Living With HIV (PLWH) and to analyse factors potentially contributing to sex differences in cognitive function. We ran a retrospective, cross-sectional analysis of a monocentric dataset of PLWH who were administered a standardized neuropsychological test battery (SNB) during routine clinical care. We enrolled 161 Italian PLWH who are on combined antiretroviral therapy (cART): 114 (70.8%) MLWH and 47 (29.2%) WLWH. Global cognitive performance (composite z score) (GCP) was significantly higher in MLWH than WLWH [mean 0.19 (SD 0.85) vs − 0.13 (SD 0.96); p = 0.039]. Moreover, WLWH obtained significantly higher scores on the Zung Depression Scale than MLWH [mean 41.8 (SD 10.9) vs 36.7 (SD 9.2); p = 0.003]. However, there was no statistically significant direct effect between male sex and better GCP (p = 0.692) in the context of a mediation model. On the contrary, the associations between male sex and better GCP were mediated by higher level of education (a*b = + 0.15, Bootstrap CI95 = 0.05 and 0.27) and a lower Zung depression score (a*b = + 0.10, Bootstrap CI95 = 0.02 and 0.21). In conclusion, the global cognitive performance of WLWH is lower than that of MLWH. However, other demographic and clinical factors besides sex might help explain differences in their neurocognitive functions and make it possible for us to monitor them and identify those patients most in need.
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Affiliation(s)
- Valentina Delle Donne
- Department of Safety and Bioethics, Infectious Diseases Institute, Catholic University of Sacred Heart, Largo Francesco Vito 1; 00168, Rome, Italy.
| | - Valentina Massaroni
- Department of Safety and Bioethics, Infectious Diseases Institute, Catholic University of Sacred Heart, Largo Francesco Vito 1; 00168, Rome, Italy
| | | | - Francesca Lombardi
- UOC Infectious Diseases, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Alberto Borghetti
- UOC Infectious Diseases, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Arturo Ciccullo
- UOC Infectious Diseases, Ospedale S. Salvatore, L'Aquila, Italy
| | - Alex Dusina
- Department of Safety and Bioethics, Infectious Diseases Institute, Catholic University of Sacred Heart, Largo Francesco Vito 1; 00168, Rome, Italy
| | - Damiano Farinacci
- Department of Safety and Bioethics, Infectious Diseases Institute, Catholic University of Sacred Heart, Largo Francesco Vito 1; 00168, Rome, Italy
| | | | - Elena Visconti
- UOC Infectious Diseases, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Enrica Tamburrini
- Department of Safety and Bioethics, Infectious Diseases Institute, Catholic University of Sacred Heart, Largo Francesco Vito 1; 00168, Rome, Italy
- UOC Infectious Diseases, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Simona Di Giambenedetto
- Department of Safety and Bioethics, Infectious Diseases Institute, Catholic University of Sacred Heart, Largo Francesco Vito 1; 00168, Rome, Italy
- UOC Infectious Diseases, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
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20
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Xu C, Yadav-Samudrala BJ, Xu C, Nath B, Mistry T, Jiang W, Niphakis MJ, Cravatt BF, Mukhopadhyay S, Lichtman AH, Ignatowska-Jankowska BM, Fitting S. Inhibitory Neurotransmission Is Sex-Dependently Affected by Tat Expression in Transgenic Mice and Suppressed by the Fatty Acid Amide Hydrolase Enzyme Inhibitor PF3845 via Cannabinoid Type-1 Receptor Mechanisms. Cells 2022; 11:857. [PMID: 35269478 PMCID: PMC8909692 DOI: 10.3390/cells11050857] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/14/2022] [Accepted: 02/23/2022] [Indexed: 11/21/2022] Open
Abstract
(1) Background. The endocannabinoid (eCB) system, which regulates physiological and cognitive processes, presents a promising therapeutic target for treating HIV-associated neurocognitive disorders (HAND). Here we examine whether upregulating eCB tone has potential protective effects against HIV-1 Tat (a key HIV transactivator of transcription) protein-induced alterations in synaptic activity. (2) Methods. Whole-cell patch-clamp recordings were performed to assess inhibitory GABAergic neurotransmission in prefrontal cortex slices of Tat transgenic male and female mice, in the presence and absence of the fatty acid amide hydrolase (FAAH) enzyme inhibitor PF3845. Western blot and mass spectrometry analyses assessed alterations of cannabinoid receptor and enzyme protein expression as well as endogenous ligands, respectively, to determine the impact of Tat exposure on the eCB system. (3) Results. GABAergic activity was significantly altered upon Tat exposure based on sex, whereas the effectiveness of PF3845 to suppress GABAergic activity in Tat transgenic mice was not altered by Tat or sex and involved CB1R-related mechanisms that depended on calcium signaling. Additionally, our data indicated sex-dependent changes for AEA and related non-eCB lipids based on Tat induction. (4) Conclusion. Results highlight sex- and/or Tat-dependent alterations of GABAergic activity and eCB signaling in the prefrontal cortex of Tat transgenic mice and further increase our understanding about the role of FAAH inhibition in neuroHIV.
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Affiliation(s)
- Changqing Xu
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (C.X.); (B.J.Y.-S.); (C.X.)
| | - Barkha J. Yadav-Samudrala
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (C.X.); (B.J.Y.-S.); (C.X.)
| | - Callie Xu
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (C.X.); (B.J.Y.-S.); (C.X.)
| | - Bhupendra Nath
- Department of Chemistry & Biochemistry, North Carolina Central University, Durham, NC 27707, USA; (B.N.); (T.M.); (S.M.)
| | - Twisha Mistry
- Department of Chemistry & Biochemistry, North Carolina Central University, Durham, NC 27707, USA; (B.N.); (T.M.); (S.M.)
| | - Wei Jiang
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC 29425, USA;
- Division of Infectious Diseases, Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Micah J. Niphakis
- Department of Chemical Physiology, Scripps Research Institute, La Jolla, CA 92037, USA; (M.J.N.); (B.F.C.)
| | - Benjamin F. Cravatt
- Department of Chemical Physiology, Scripps Research Institute, La Jolla, CA 92037, USA; (M.J.N.); (B.F.C.)
| | - Somnath Mukhopadhyay
- Department of Chemistry & Biochemistry, North Carolina Central University, Durham, NC 27707, USA; (B.N.); (T.M.); (S.M.)
| | - Aron H. Lichtman
- Department of Pharmacology & Toxicology, Virginia Commonwealth University, Richmond, VA 23298, USA;
| | | | - Sylvia Fitting
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (C.X.); (B.J.Y.-S.); (C.X.)
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21
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Rubin LH, Ances BM. Working HAND in HAND: Central nervous system complications in people with HIV. Clin Infect Dis 2021; 74:1314. [PMID: 34415025 DOI: 10.1093/cid/ciab723] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Leah H Rubin
- Departments of Neurology and Psychiatry and Behavioral Sciences, School of Medicine, Johns Hopkins University, Baltimore, MD, United States.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Beau M Ances
- Departments of Neurology and Radiology, Washington University in Saint Louis, Saint Louis, MO, United States.,Hope Center for Neurological Disorders, Washington University in Saint Louis, Saint Louis, MO, United States
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