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Li R, Liu G, Aili X, Zhang M, Li H, Lu J. Characteristics of cortical thickness in treated HIV-infected individuals with and without cognitive impairment. Eur J Med Res 2025; 30:281. [PMID: 40229906 PMCID: PMC11998410 DOI: 10.1186/s40001-025-02555-x] [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: 03/21/2025] [Accepted: 04/04/2025] [Indexed: 04/16/2025] Open
Abstract
BACKGROUND HIV can alter the brain structure and function in the early stage of infection. This study investigated the differences in cortical thickness patterns between healthy controls (HCs) and people living with HIV (PLWH) with asymptomatic neurocognitive impairment (ANI) or cognitive integrity (CI). METHODS Twenty-one ANI, 25 CI, and 24 HCs were recruited and underwent high-resolution T1-weighted magnetic resonance images. Cortical thickness was analyzed using the Computational Anatomy Toolbox, and the correlation analysis was conducted between cortical thickness and clinical and neuropsychological variables. RESULTS Both CI and ANI exhibited decreased cortical thickness, primarily in the left frontal cortices and bilateral limbic system. ANI demonstrated a more pronounced and widespread pattern of cortical thinning. Lower CD4+ counts and higher peak plasma viral load were associated with decreased cortical thickness of the right pericallosal sulcus and middle-posterior part of cingulate gyrus and sulcus in ANI. Conversely, compared to HCs, both ANI and CI showed cortical thickening in the left insula cortex, and ANI tended to have a thicker cortex. Moreover, the increased thickness of left insula cortex in both CI and ANI were positively correlated with attention and working memory. CONCLUSIONS The cortical thickness thinning was observed in the frontal and limbic systems in both ANI and CI. Meanwhile, the thickening of the insular cortex may represent mild neuroinflammation or a transient compensatory mechanism. This study provides new insights into the neural mechanisms underlying HIV-related cognitive impairment and highlights the importance of cortical thickness alteration patterns when assessing cognitive function of PLWH.
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Affiliation(s)
- Ruili Li
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, 100053, China
- Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, 100053, China
| | - Guangxue Liu
- Department of Natural Medicines, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, 100191, China
| | - Xire Aili
- Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, 100191, China
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, No. 8 Xi Tou Tiao Youanmen Wai, Fengtai District, Beijing, 100069, China
| | - Miao Zhang
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, 100053, China
- Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, 100053, China
| | - Hongjun Li
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, No. 8 Xi Tou Tiao Youanmen Wai, Fengtai District, Beijing, 100069, China.
| | - Jie Lu
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, 100053, China.
- Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, 100053, China.
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Aili X, Han S, Ma J, Liu J, Wang W, Hou C, Jiang X, Luo H, Xu F, Li R, Li H. Graph theory analysis reveals functional brain network alterations in HIV-associated asymptomatic neurocognitive impairment in virally suppressed homosexual males. BMC Infect Dis 2025; 25:408. [PMID: 40133845 PMCID: PMC11938670 DOI: 10.1186/s12879-025-10780-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Accepted: 03/10/2025] [Indexed: 03/27/2025] Open
Abstract
BACKGROUND This study aimed to investigate the global and nodal functional network alterations, abnormal connections of brain regions, and potential imaging biomarkers in virally suppressed people living with HIV (PLH) with asymptomatic neurocognitive impairment (ANI) using graph theory analysis. METHODS The study included 64 men with ANI (mean age 32.45 years) and 64 healthy controls (HC) (mean age 31.31 years). The functional network was established through the graph theory method and Automated Anatomic Labeling (AAL) 90 atlas, which provides a cerebrum parcellation framework. Moreover, hub regions were identified based on betweenness centrality (Bc). Functional connectivity (FC) differences were investigated between the two groups, these connections were located in the resting-state network (RSN). Neuropsychological (NP) tests were performed, and relationships between graph theory measures, clinical data, and NP tests were analyzed. Multiple comparisons were used to correct for false-positive findings. RESULTS On the global level, small-worldness, global efficiency (Eg), and local efficiency (Eloc) were significantly decreased in ANI subjects. On a nodal level, brain regions in the frontal and subcortical regions showed significantly decreased nodal measures, while regions in the parietal, temporal, and occipital lobes showed increased nodal measures. Increased FCs were found between brain regions in the visual, frontoparietal, and somatomotor networks. Hub regions overlapped highly between the two groups. Age was negatively correlated with graph theory measures. CONCLUSION Our findings demonstrate the global and nodal alterations in the functional network of virally suppressed homosexual males in the ANI stage. Frontal and subcortical brain regions may be important for finding the imaging biomarkers for HIV-associated neurocognitive disorder.
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Affiliation(s)
- Xire Aili
- Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, 100083, People's Republic of China
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Shuai Han
- Department of Radiology, Qilu Hospital of Shandong University, Shandong, 250012, People's Republic of China
| | - Juming Ma
- Department of Radiology, Qilu Hospital of Shandong University, Shandong, 250012, People's Republic of China
| | - Jiaojiao Liu
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Wei Wang
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Chuanke Hou
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Xingyuan Jiang
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Haixia Luo
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Fan Xu
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Ruili Li
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, 100053, People's Republic of China
| | - Hongjun Li
- Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, 100083, People's Republic of China.
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China.
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MacLean A, Horn M, Midkiff C, Van Zandt A, Saied A. Combination antiretroviral therapy prevents SIV- induced aging in the hippocampus and neurodegeneration throughout the brain. RESEARCH SQUARE 2024:rs.3.rs-4681317. [PMID: 39149452 PMCID: PMC11326353 DOI: 10.21203/rs.3.rs-4681317/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Virus-induced accelerated aging has been proposed as a potential mechanism underlying the persistence of HIV-associated neurocognitive disorders (HAND) despite advances in access and adherence to combination antiretroviral therapies (cART). While some studies have demonstrated evidence of accelerated aging in PLWH, studies examining acute infection, and cART intervention are limited, with most studies being in vitro or utilizing small animal models. Here, we utilized FFPE tissues from Simian immunodeficiency virus (SIV) infected rhesus macaques to assess the levels of two proteins commonly associated with aging - the cellular senescence marker p16INK4a (p16) and the NAD-dependent deacetylase sirtuin 1 (SIRT1). Our central hypothesis was that SIV infection induces accelerated aging phenotypes in the brain characterized by increased expression of p16 and altered expression of SIRT1 that correlate with increased neurodegeneration, and that cART inhibits this process. We found that SIV infection induced increased GFAP, p16, SIRT1, and neurodegeneration in multiple brain regions, and treatment with cART reduced GFAP expression in SIV-infected animals and thus likely decreases inflammation in the brain. Importantly, cART reversed SIV-induced accelerated aging (p16 and SIRT1) and neurodegeneration in the frontal lobe and hippocampus. Combined, these data suggest that cART is both safe and effective in reducing neuroinflammation and age-associated alterations in astrocytes that contribute to neurodegeneration, providing possible therapeutic targets in the treatment of HAND.
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Sundermann EE, Campbell LM, Villers O, Bondi MW, Gouaux B, Salmon DP, Galasko D, Soontornniyomkij V, Ellis RJ, Moore DJ. Alzheimer's Disease Pathology in Middle Aged and Older People with HIV: Comparisons with Non-HIV Controls on a Healthy Aging and Alzheimer's Disease Trajectory and Relationships with Cognitive Function. Viruses 2023; 15:1319. [PMID: 37376619 PMCID: PMC10305373 DOI: 10.3390/v15061319] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 05/26/2023] [Accepted: 05/30/2023] [Indexed: 06/29/2023] Open
Abstract
We determined the prevalence of Alzheimer's disease (AD) pathological hallmarks, amyloid-β and phosphorylated-Tau, in autopsied brains of 49 people with HIV (PWH) (ages: 50-68; mean age = 57.0) from the National NeuroAIDS Tissue Consortium and in a comparative cohort of 55 people without HIV (PWoH) from the UC San Diego Alzheimer's Disease Research Center (17 controls, 14 mild cognitive impairment, 24 AD; ages: 70-102, mean age = 88.7). We examined how AD pathology relates to domain-specific cognitive functions in PWH overall and in sex-stratified samples. Amyloid-β and phosphorylated-Tau positivity (presence of pathology of any type/density) was determined via immunohistochemistry in AD-sensitive brain regions. Among PWH, amyloid-β positivity ranged from 19% (hippocampus) to 41% (frontal neocortex), and phosphorylated-Tau positivity ranged from 47% (entorhinal cortex) to 73% (transentorhinal cortex). Generally, AD pathology was significantly less prevalent, and less severe when present, in PWH versus PWoH regardless of cognitive status. Among PWH, positivity for AD pathology related most consistently to memory-related domains. Positivity for p-Tau pathology related to memory-related domains in women with HIV only, although the sample size of women with HIV was small (n = 10). Results indicate that AD pathology is present in a sizable portion of middle aged and older PWH, although not to the extent in older PWoH. Studies with better age-matched PWoH are needed to examine the effect of HIV status on AD pathology.
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Affiliation(s)
- Erin E. Sundermann
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA (D.J.M.)
| | - Laura M. Campbell
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA (D.J.M.)
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, 6363 Alvarado Court, Suite 103, San Diego, CA 92120, USA
| | - Olivia Villers
- School of Medicine, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA
| | - Mark W. Bondi
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA (D.J.M.)
- VA San Diego Healthcare System, 3350 La Jolla Village Dr., San Diego, CA 92161, USA
| | - Ben Gouaux
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA (D.J.M.)
| | - David P. Salmon
- Department of Neurosciences, University of California San Diego, 9375 Gilman Dr., La Jolla, CA 92161, USA
| | - Douglas Galasko
- Department of Neurosciences, University of California San Diego, 9375 Gilman Dr., La Jolla, CA 92161, USA
| | - Virawudh Soontornniyomkij
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA (D.J.M.)
| | - Ronald J. Ellis
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA (D.J.M.)
- Department of Neurosciences, University of California San Diego, 9375 Gilman Dr., La Jolla, CA 92161, USA
| | - David J. Moore
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA (D.J.M.)
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Ripamonti E, Edén A, Nilsson S, Sönnerborg A, Zetterberg H, Gisslén M. Longitudinal decline of plasma neurofilament light levels after antiretroviral initiation in people living with HIV. J Intern Med 2023; 293:445-456. [PMID: 36443917 DOI: 10.1111/joim.13594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND This retrospective follow-up study aims to investigate the dynamic longitudinal change of plasma neurofilament light (NfL) levels after antiretroviral therapy (ART) initiation in a cohort of people living with human immunodeficiency virus (HIV) (PWH). METHODS We tested a convenience sample of 116 patients from the NORTHIV study. Plasma NfL levels-measured using Single molecule array (Simoa) technology-as well as other laboratory parameters were collected at baseline, weeks 4, 48, 96, and 144. Linear mixed-effects models were estimated to evaluate longitudinal change over time. Baseline CD4+ T-cell levels, CDC classification, and HIV RNA levels were considered. Models were adjusted by age, sex, treatment regimen, and baseline serum creatinine levels. RESULTS Plasma NfL levels were higher at baseline and also declined faster during the follow-up for participants with CD4+ count <100 cells/µl compared with >100 cells/µl. No significant difference was found between the CD4+ strata 100-199 and 200-499/µl. Participants with CDC classification stages B and C had higher levels of plasma NfL at baseline, as well as faster decline compared with participants with stage A. No significant main effects or change over time was found in baseline HIV RNA levels, treatment regimen, or sex. CONCLUSION Plasma NfL is a sensitive biomarker to assess ongoing central nervous system injury in PWH. Plasma NfL concentrations decline relatively fast following ART initiation and then stabilize after 48 weeks. Plasma NfL concentrations are associated with CD4+ count and stage of HIV disease. No correlations were seen with different ART regimens.
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Affiliation(s)
- Enrico Ripamonti
- Milan Center for Neuroscience, University of Milan-Bicocca, Milan, Italy.,Department of Economics and Management, University of Brescia, Brescia, Italy
| | - Arvid Edén
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Staffan Nilsson
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Anders Sönnerborg
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden.,Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institute, Stockholm, Sweden.,Division of Clinical Microbiology, Department of Laboratory Medicine ANA Futura Laboratory, Karolinska Institute, Stockholm, Sweden
| | - Henrik Zetterberg
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden.,Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK.,UK Dementia Research Institute at UCL, London, UK.,Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
| | - Magnus Gisslén
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
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6
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Liu J, Nguchu BA, Liu D, Qi Y, Aili X, Han S, Gao Y, Wang X, Qiao H, Cai C, Huang X, Li H. Longitudinal white matter alterations in SIVmac239-infected rhesus monkeys with and without regular cART treatment. Front Immunol 2023; 13:1067795. [PMID: 36713432 PMCID: PMC9879061 DOI: 10.3389/fimmu.2022.1067795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 12/19/2022] [Indexed: 01/15/2023] Open
Abstract
Objective To use SIV-mac239-infected Chinese rhesus monkeys to study white matter changes with and without regular combined antiretroviral therapy (cART) and the relationships between the changes and clinical results. Methods Diffusion tensor imaging (DTI) data were collected at baseline and 10 days, 4 weeks, 12 weeks, 24 weeks, and 36 weeks after viral inoculation. Plasma CD4 T cell counts, CD4/CD8 ratio, plasma viral load, and cerebrospinal fluid (CSF) viral load were collected at baseline and 1 week, 5 weeks, 12 weeks, 24 weeks, and 36 weeks after viral inoculation. Microstructural characteristics were examined within 76 white matter areas defined by the DTI-white matter (WM) atlas for rhesus macaques. Corrections for multiple comparisons were performed using a false discovery rate (p < 0.05, FDR). Correlation analyzes between imaging markers and clinical markers (plasma CD4 T cell counts, CD4/CD8 ratio, plasma viral load, and cerebral spinal fluid viral load) were performed using Pearson correlations. Results White matter changes in SIV-infected macaques were detected in different brain regions as early as 4 weeks after inoculation. As time progressed, cART reversed, ameliorated, or even enhanced the effects. The CD4 T cell count was mainly associated with DTI metrics before cART, while the CD4/CD8 ratio was associated with white matter changes with and without cART. Viral load was positively associated with mean diffusivity in HIV patients without cART, and the opposite results were seen in HIV patients with cART. Conclusion SIV-mac239 infection may be an ideal tool for studying HIV-induced changes in the brain. The first white matter changes appeared in a structure adjacent to the periventricular area as early as 4 weeks after inoculation. As time progressed, cART had different effects on different regions, reversing, attenuating, or even progressing the pathology. Moreover, these changes were closely related to the CD4/CD8 ratio and viral load, even after cART.
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Affiliation(s)
- Jiaojiao Liu
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | | | - Dan Liu
- Department of Radiology, Renji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yu Qi
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Xire Aili
- Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, China
| | - Shuai Han
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Yuxun Gao
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Xiaoxiao Wang
- Center for Biomedical Imaging, University of Science and Technology of China, Hefei, China
| | - Hongwei Qiao
- Institute of Laboratory Animal Sciences, Chinese Academy of Medical Sciences, Beijing, China
| | - Chao Cai
- Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Xiaojie Huang
- Clinical and Research Center for Infectious Diseases, Beijing YouAn Hospital, Capital Medical University, Beijing, China,*Correspondence: Xiaojie Huang, ; Hongjun Li,
| | - Hongjun Li
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China,Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, China,*Correspondence: Xiaojie Huang, ; Hongjun Li,
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7
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Wakim KM, Freedman EG, Tivarus ME, Christensen Z, Molholm S, Foxe JJ. Effects of Human Immunodeficiency Virus Infection and Former Cocaine Dependence on Neuroanatomical Measures and Neurocognitive Performance. Neuroscience 2022; 502:77-90. [PMID: 35963584 PMCID: PMC9588737 DOI: 10.1016/j.neuroscience.2022.08.008] [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: 03/15/2022] [Revised: 08/03/2022] [Accepted: 08/05/2022] [Indexed: 11/29/2022]
Abstract
Evidence from animal research, postmortem analyses, and magnetic resonance imaging (MRI) investigations indicate substantial morphological alteration in brain structure as a function of human immunodeficiency virus (HIV) or cocaine dependence (CD). Although previous research on HIV+ active cocaine users suggests the presence of deleterious morphological effects in excess of either condition alone, a yet unexplored question is whether there is a similar deleterious interaction in HIV+ individuals with CD who are currently abstinent. To this end, the combinatorial effects of HIV and CD history on regional brain volume, cortical thickness, and neurocognitive performance was examined across four groups of participants in an exploratory study: healthy controls (n = 34), HIV-negative individuals with a history of CD (n = 21), HIV+ individuals with no history of CD (n = 20), HIV+ individuals with a history of CD (n = 15). Our analyses revealed no statistical evidence of an interaction between both conditions on brain morphometry and neurocognitive performance. While descriptively, individuals with comorbid HIV and a history of CD exhibited the lowest neurocognitive performance scores, using Principle Component Analysis of neurocognitive testing data, HIV was identified as the primary driver of neurocognitive impairment. Higher caudate volume was evident in CD+ participants relative to CD- participants. Findings indicate no evidence of compounded differences in neurocognitive function or structural measures of brain integrity in HIV+ individuals in recovery from CD relative to individuals with only one condition.
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Affiliation(s)
- Kathryn-Mary Wakim
- The Cognitive Neurophysiology Laboratory, The Del Monte Institute for Neuroscience, Department of Neuroscience, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Edward G Freedman
- The Cognitive Neurophysiology Laboratory, The Del Monte Institute for Neuroscience, Department of Neuroscience, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Madalina E Tivarus
- The Cognitive Neurophysiology Laboratory, The Del Monte Institute for Neuroscience, Department of Neuroscience, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA; Department of Imaging Sciences, University of Rochester, Rochester, NY, USA
| | - Zachary Christensen
- The Cognitive Neurophysiology Laboratory, The Del Monte Institute for Neuroscience, Department of Neuroscience, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Sophie Molholm
- Department of Neuroscience, Albert Einstein College of Medicine, New York, NY, USA
| | - John J Foxe
- The Cognitive Neurophysiology Laboratory, The Del Monte Institute for Neuroscience, Department of Neuroscience, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.
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Ahmed-Leitao F, Du Plessis S, Konkiewitz EC, Spies G, Seedat S. Altered white matter integrity in the corpus callosum in adults with HIV: a systematic review of diffusion tensor imaging studies. Psychiatry Res Neuroimaging 2022; 326:111543. [PMID: 36126346 DOI: 10.1016/j.pscychresns.2022.111543] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 08/17/2022] [Accepted: 09/01/2022] [Indexed: 11/28/2022]
Abstract
We systematically reviewed studies comparing differences in the integrity of the corpus callosum in adults with HIV compared to healthy controls, using Diffusion Tensor Imaging (DTI), using search engines Science Direct, Web of Science and PubMed. The search terms used were "HIV", "corpus callosum", and a variation of either "DTI" or "Diffusion Tensor Imaging" with or without the term "adults". We specifically examined the corpus callosum as it is the largest white matter tract in the brain, plays a primary role in cognition, and has been shown to be morphologically altered in people living with HIV. Lower fractional anisotropy (FA) was consistently found in the corpus callosum in people with HIV compared to controls. As most studies used only FA as a measure of diffusion, it would be informative for future research if other DTI metrics, such as mean diffusivity (MD), were also investigated as these metrics may be more sensitive markers of HIV-related neuropathology.
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Affiliation(s)
- Fatima Ahmed-Leitao
- South African Research Chairs Initiative (SARChI) in Posttraumatic Stress Disorder, Department of Psychiatry, Stellenbosch University, South Africa.
| | - Stefan Du Plessis
- Department of Psychiatry, Stellenbosch University, South Africa; SAMRC Genomics of Brain Disorders Unit, Department of Psychiatry, Stellenbosch University, Cape Town, South Africa.
| | | | - Georgina Spies
- South African Research Chairs Initiative (SARChI) in Posttraumatic Stress Disorder, Department of Psychiatry, Stellenbosch University, South Africa; SAMRC Genomics of Brain Disorders Unit, Department of Psychiatry, Stellenbosch University, Cape Town, South Africa.
| | - Soraya Seedat
- South African Research Chairs Initiative (SARChI) in Posttraumatic Stress Disorder, Department of Psychiatry, Stellenbosch University, South Africa; SAMRC Genomics of Brain Disorders Unit, Department of Psychiatry, Stellenbosch University, Cape Town, South Africa.
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9
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Kaddu-Mulindwa D, Heit M, Wagenpfeil G, Bewarder M, Fassbender K, Behnke S, Yilmaz U, Fousse M. Fewer neurocognitive deficits and less brain atrophy by third ventricle measurement in PLWH treated with modern ART: A prospective analysis. Front Neurol 2022; 13:962535. [PMID: 36081869 PMCID: PMC9447481 DOI: 10.3389/fneur.2022.962535] [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: 06/06/2022] [Accepted: 07/26/2022] [Indexed: 11/29/2022] Open
Abstract
Background Despite antiretroviral therapy, cognitive dysfunction seems to remain a major issue for people living with human immunodeficiency virus (PLWH). Previous studies showed a correlation between the width of the third ventricle (WTV) and neurocognitive disorders in PLWH. Patients and methods We investigated prevalence and correlation of neuropsychological disorders using WTV as a brain atrophy marker examined by transcranial sonography and MRI in PLWH and healthy age- and gender-matched controls. We used Becks Depression Inventory (BDI) for depression screening, the questionnaires Fatigue Severity Scale (FSS) for fatigue and Short-Form-36 (SF36) for quality of life (QoL) evaluation and Consortium to establish a registry for Alzheimer's disease (CERAD-PLUS) as neuropsychological test battery. Results 52 PLWH (47 males) and 28 non-infected controls (23 males) with a median age of 52 years (24–78 years) and 51 years (22–79) were analyzed. WTV correlated significantly with age (p < 0.01) but showed no significantly difference in PLWH (median = 3.4 mm) compared to healthy controls (median = 2.8 mm) (p = 0.085). PLWH had both significantly higher BDI-Scores (p = 0.005) and FSS-Scores (p = 0.012). Controls reported higher QoL (SF-36) with significant differences in most items. However, the overall cognitive performance (CERAD total score) showed no significant difference. The WTV of all subjects correlated with neurocognitive performance measured as CERAD total score (p = 0.009) and trail making tests A (p < 0.001) and B (p = 0.018). There was no correlation between the scores of BDI, FSS, SF-36, and CERAD-PLUS items and WTV. Conclusion WTV is considered as a predictor of cognitive deficits in neurodegenerative diseases. Nevertheless, we found no significant difference in WTV or overall cognitive performance between PLWH and controls. PLWH suffer more often from depression and fatigue and report reduced QoL when compared to healthy controls.
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Affiliation(s)
- Dominic Kaddu-Mulindwa
- Department of Hematology and Oncology, Saarland University Medical School, Homburg, Germany
| | - Matthias Heit
- Department of Hematology and Oncology, Saarland University Medical School, Homburg, Germany
| | - Gudrun Wagenpfeil
- Institute for Medical Biometrics, Epidemiology and Medical Computer Science, Saarland University Medical School, Homburg, Germany
| | - Moritz Bewarder
- Department of Hematology and Oncology, Saarland University Medical School, Homburg, Germany
| | - Klaus Fassbender
- Department of Neurology, Saarland University Medical School, Homburg, Germany
| | - Stefanie Behnke
- Department of Neurology, Saarland University Medical School, Homburg, Germany
| | - Umut Yilmaz
- Department of Neuroradiology, Saarland University Medical School, Homburg, Germany
| | - Mathias Fousse
- Department of Neurology, Saarland University Medical School, Homburg, Germany
- *Correspondence: Mathias Fousse
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Yoshihara Y, Kato T, Watanabe D, Fukumoto M, Wada K, Oishi N, Nakakura T, Kuriyama K, Shirasaka T, Murai T. Altered white matter microstructure and neurocognitive function of HIV-infected patients with low nadir CD4. J Neurovirol 2022; 28:355-366. [PMID: 35776340 DOI: 10.1007/s13365-022-01053-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 12/30/2021] [Accepted: 01/11/2022] [Indexed: 10/17/2022]
Abstract
Altered white matter microstructure has been reported repeatedly using diffusion tensor imaging (DTI) in HIV-associated neurocognitive disorders. However, the associations between neurocognitive deficits and impaired white matter remains obscure due to frequent physical and psychiatric comorbidities in the patients. Severe immune suppression, reflected by low nadir CD4 T-cell counts, is reported to be associated with the neurocognitive deficits in the patients. In the present study, we examined white matter integrity using DTI and tract-based spatial statistics (TBSS), and neurocognitive functions using a battery of tests, in 15 HIV-infected patients with low nadir CD4, 16 HIV-infected patients with high nadir CD4, and 33 age- and sex-matched healthy controls. As DTI measures, we analyzed fractional anisotropy (FA) and mean diffusivity (MD). In addition, we investigated the correlation between white matter impairments and neurocognitive deficits. Among the three participant groups, the patients with low nadir CD4 showed significantly lower performance in processing speed and motor skills, and had significantly increased MD in widespread regions of white matter in both hemispheres. In the patients with low nadir CD4, there was a significant negative correlation between motor skills and MD in the right motor tracts, as well as in the corpus callosum. In summary, this study may provide white matter correlates of neurocognitive deficits in HIV-infected patients with past severe immune suppression as legacy effects.
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Affiliation(s)
- Yujiro Yoshihara
- Department of Psychiatry, Graduate School of Medicine, Kyoto University, 54 Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan.
| | - Tadatsugu Kato
- Department of Psychiatry, Graduate School of Medicine, Kyoto University, 54 Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Dai Watanabe
- AIDS Medical Center, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Masaji Fukumoto
- Department of Radiology, National Hospital Organization Higashi-Ohmi General Medical Center, Shiga, Japan
| | - Keiko Wada
- Department of Radiology, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Naoya Oishi
- Medical Innovation Center, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Takahiro Nakakura
- Department of Psychology, Faculty of Health Sciences, Kyoto Tachibana University, Kyoto, Japan
| | - Keiko Kuriyama
- Department of Radiology, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Takuma Shirasaka
- AIDS Medical Center, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Toshiya Murai
- Department of Psychiatry, Graduate School of Medicine, Kyoto University, 54 Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan
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11
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Chen G, Cai DC, Song F, Zhan Y, Wei L, Shi C, Wang H, Shi Y. Morphological Changes of Frontal Areas in Male Individuals With HIV: A Deformation-Based Morphometry Analysis. Front Neurol 2022; 13:909437. [PMID: 35832184 PMCID: PMC9271794 DOI: 10.3389/fneur.2022.909437] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 05/30/2022] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE Previous studies on HIV-infected (HIV+) individuals have revealed brain structural alterations underlying HIV-associated neurocognitive disorders. Most studies have adopted the widely used voxel-based morphological analysis of T1-weighted images or tracked-based analysis of diffusion tensor images. In this study, we investigated the HIV-related morphological changes using the deformation-based morphometry (DBM) analysis of T1-weighted images, which is another useful tool with high regional sensitivity. MATERIALS AND METHODS A total of 157 HIV+ (34.7 ± 8.5 years old) and 110 age-matched HIV-uninfected (HIV-) (33.7 ± 10.1 years old) men were recruited. All participants underwent neurocognitive assessments and brain scans, including high-resolution structural imaging and resting-state functional imaging. Structural alterations in HIV+ individuals were analyzed using DBM. Functional brain networks connected to the deformed regions were further investigated in a seed-based connectivity analysis. The correlations between imaging and cognitive or clinical measures were examined. RESULTS The DBM analysis revealed decreased values (i.e., tissue atrophy) in the bilateral frontal regions in the HIV+ group, including bilateral superior frontal gyrus, left middle frontal gyrus, and their neighboring white matter tract, superior corona radiata. The functional connectivity between the right superior frontal gyrus and the right inferior temporal region was enhanced in the HIV+ group, the connectivity strength of which was significantly correlated with the global deficit scores (r = 0.214, P = 0.034), and deficits in learning (r = 0.246, P = 0.014) and recall (r = 0.218, P = 0.031). Increased DBM indexes (i.e., tissue enlargement) of the right cerebellum were also observed in the HIV+ group. CONCLUSION The current study revealed both gray and white matter volume changes in frontal regions and cerebellum in HIV+ individuals using DBM, complementing previous voxel-based morphological studies. Structural alterations were not limited to the local regions but were accompanied by disrupted functional connectivity between them and other relevant regions. Disruptions in neural networks were associated with cognitive performance, which may be related to HIV-associated neurocognitive disorders.
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Affiliation(s)
- Guochao Chen
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Dan-Chao Cai
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Fengxiang Song
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Yi Zhan
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Lei Wei
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Chunzi Shi
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - He Wang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Yuxin Shi
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
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12
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O’Connor EE, Zeffiro TA, Lopez OL, Becker JT. Differential Effects of AIDS and Chronic Human Immunodeficiency Virus Infection on Gray Matter Volume. Clin Infect Dis 2021; 73:e2303-e2310. [PMID: 33053187 PMCID: PMC8492157 DOI: 10.1093/cid/ciaa1552] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Age, human immunodeficiency virus (HIV) infection, illicit drug use, and central nervous system (CNS) opportunistic infections can affect brain structure, with the striatum being particularly sensitive to HIV effects. Nevertheless, the impact of non-CNS AIDS-defining illness (ADI) on brain structure has been less investigated. We examined ADI and HIV effects on brain volume. METHODS In a cross-sectional study, including 95 virally suppressed seropositive and 84 demographically matched, seronegative participants, we examined serostatus and ADI effects. Cortical and subcortical gray matter volume (GMV) regions of interest were estimated with computational neuroanatomy techniques applied to high-resolution, T1-weighted magnetic resonance imaging data. Linear regression was used to model HIV serostatus and ADI effects on global and regional GMV, adjusting for age, sex, CD4 nadir, drug use, and total intracranial volume. RESULTS While HIV serostatus was associated with lower striatal volume (B = -.59 [95% confidence interval {CI}, -1.08 to -.10]), co-occurring ADI was independently associated with lower striatal volume (B = -.73 [95% CI, -1.36 to -.09]). ADI was also associated with lower global (B = -19.35 [95% CI, -32.42 to -6.29]) and regional GMV. CONCLUSIONS While HIV infection is associated with a localized effect on striatal structure, having a prior ADI is a strong predictor of smaller global and regional GMV. The lack of interaction between HIV serostatus or ADI with age suggests that chronic HIV infection and ADI have independent effects on brain structure, without associated accelerated lower volume with age. ADI history should be incorporated into statistical adjustments in HIV neuroimaging analysis. These findings also lend support to current HIV treatment guidelines urging prompt antiretroviral therapy initiation after HIV diagnosis.
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Affiliation(s)
- Erin E O’Connor
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Thomas A Zeffiro
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Oscar L Lopez
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - James T Becker
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Psychology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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13
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Lew BJ, Schantell MD, O’Neill J, Morsey B, Wang T, Ideker T, Swindells S, Fox HS, Wilson TW. Reductions in Gray Matter Linked to Epigenetic HIV-Associated Accelerated Aging. Cereb Cortex 2021; 31:3752-3763. [PMID: 33822880 PMCID: PMC8258439 DOI: 10.1093/cercor/bhab045] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 02/10/2021] [Accepted: 02/11/2021] [Indexed: 01/12/2023] Open
Abstract
A growing literature suggests a relationship between HIV-infection and a molecular profile of age acceleration. However, despite the widely known high prevalence of HIV-related brain atrophy and HIV-associated neurocognitive disorder (HAND), epigenetic age acceleration has not been linked to HIV-related changes in structural MRI. We applied morphological MRI methods to study the brain structure of 110 virally suppressed participants with HIV infection and 122 uninfected controls age 22-72. All participants were assessed for cognitive impairment, and blood samples were collected from a subset of 86 participants with HIV and 83 controls to estimate epigenetic age. We examined the group-level interactive effects of HIV and chronological age and then used individual estimations of epigenetic age to understand the relationship between age acceleration and brain structure. Finally, we studied the effects of HAND. HIV-infection was related to gray matter reductions, independent of age. However, using epigenetic age as a biomarker for age acceleration, individual HIV-related age acceleration was associated with reductions in total gray matter. HAND was associated with decreases in thalamic and hippocampal gray matter. In conclusion, despite viral suppression, accentuated gray matter loss is evident with HIV-infection, and greater biological age acceleration specifically relates to such gray matter loss.
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Affiliation(s)
- Brandon J Lew
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE 68010, USA
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE 68198-8440, USA
| | - Mikki D Schantell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE 68010, USA
| | - Jennifer O’Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE 68198-8440, USA
| | - Brenda Morsey
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE 68198-8440, USA
| | - Tina Wang
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Trey Ideker
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Susan Swindells
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE 68198-8440, USA
| | - Howard S Fox
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE 68198-8440, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Omaha, NE 68010, USA
- Department of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE 68198-8440, USA
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14
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Aung HL, Bloch M, Vincent T, Quan D, Jayewardene A, Liu Z, Gates TM, Brew B, Mao L, Cysique LA. Cognitive ageing is premature among a community sample of optimally treated people living with HIV. HIV Med 2021; 22:151-164. [PMID: 33085207 PMCID: PMC7984032 DOI: 10.1111/hiv.12980] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 08/24/2020] [Accepted: 09/17/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Evidence of premature cognitive ageing amongst people living with HIV (PLHIV) remains controversial due to previous research limitations including underpowered studies, samples with suboptimal antiretroviral access, varying rate of virological control, high rate of AIDS, over-representation of non-community samples, and inclusion of inappropriate controls. The current study addresses these limitations, while also considering mental health and non-HIV comorbidity burden to determine whether PLHIV showed premature cognitive ageing compared with closely comparable HIV-negative controls. METHODS This study enrolled 254 PLHIV [92% on antiretroviral therapy; 84% with HIV RNA < 50 copies/mL; 15% with AIDS) and 72 HIV-negative gay and bisexual men [mean (SD) age = 49 (10.2) years] from a single primary care clinic in Sydney, Australia. Neurocognitive function was evaluated with the Cogstate Computerized Battery (CCB) at baseline and 6 months after. Linear mixed-effects (LME) models examined main and interaction effects of HIV status and chronological age on the CCB demographically uncorrected global neurocognitive z-score (GZS), adjusting for repeated testing, and then adjusting sequentially for HIV disease markers, mental health and comorbidities. RESULTS HIV status and age interacted with a lower GZS (β = -0.43, P < 0.05). Higher level of anxiety symptoms (β = -0.11, P < 0.01), historical AIDS (β = -0.12, P < 0.05) and historical HIV brain involvement (β = -0.12, P < 0.05) were associated with lower GZS. CONCLUSIONS We found a robust medium-sized premature ageing effect on cognition in a community sample with optimal HIV care. Our study supports routine screening of cognitive and mental health among PLHIV aged ≥ 50 years.
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Affiliation(s)
- HL Aung
- Department of Neurology and HIV Medicine, St Vincent’s Hospital and Peter Duncan Neurosciences UnitSt Vincent’s Centre for Applied Medical ResearchSydneyNSWAustralia
- Neuroscience Research AustraliaSydneyNSWAustralia
- Faculty of MedicineUNSWSydneyNSWAustralia
| | - M Bloch
- Faculty of MedicineUNSWSydneyNSWAustralia
- Holdsworth House Medical PracticeSydneyNSWAustralia
| | - T Vincent
- Holdsworth House Medical PracticeSydneyNSWAustralia
| | - D Quan
- Holdsworth House Medical PracticeSydneyNSWAustralia
| | - A Jayewardene
- Holdsworth House Medical PracticeSydneyNSWAustralia
- Charles Perkins CentreUniversity of SydneySydneyNSWAustralia
| | - Z Liu
- Stats CentralUNSWSydneyNSWAustralia
| | - TM Gates
- Department of Neurology and HIV Medicine, St Vincent’s Hospital and Peter Duncan Neurosciences UnitSt Vincent’s Centre for Applied Medical ResearchSydneyNSWAustralia
| | - B Brew
- Department of Neurology and HIV Medicine, St Vincent’s Hospital and Peter Duncan Neurosciences UnitSt Vincent’s Centre for Applied Medical ResearchSydneyNSWAustralia
- Faculty of MedicineUNSWSydneyNSWAustralia
- Faculty of MedicineUniversity of Notre DameSydneyNSWAustralia
| | - L Mao
- Centre for Social Research in HealthUNSWSydneyNSWAustralia
| | - LA Cysique
- Department of Neurology and HIV Medicine, St Vincent’s Hospital and Peter Duncan Neurosciences UnitSt Vincent’s Centre for Applied Medical ResearchSydneyNSWAustralia
- Neuroscience Research AustraliaSydneyNSWAustralia
- Faculty of MedicineUNSWSydneyNSWAustralia
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15
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Aung HL, Aghvinian M, Gouse H, Robbins RN, Brew BJ, Mao L, Cysique LA. Is There Any Evidence of Premature, Accentuated and Accelerated Aging Effects on Neurocognition in People Living with HIV? A Systematic Review. AIDS Behav 2021; 25:917-960. [PMID: 33025390 PMCID: PMC7886778 DOI: 10.1007/s10461-020-03053-3] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/24/2020] [Indexed: 12/24/2022]
Abstract
Despite evidence of premature, accentuated and accelerated aging for some age-related conditions such as cardiovascular diseases in people living with HIV (PLHIV), the evidence for these abnormal patterns of aging on neurocognition remains unclear. Further, no systematic review has been dedicated to this issue. Using PRISMA guidelines, we searched standard databases (PubMed, EMBASE, CINAHL and PsycINFO). Articles were included if they analyzed and reported the effect of age on neurocognition among PLHIV as one of their major findings, if they were conducted in the combination anti-retroviral therapy era (after 1996) and published in a peer-reviewed journal in English. Quality appraisal was conducted using the Joanna Briggs Institute (JBI) appraisal tools. To systematically target the abnormal patterns of neurocognitive aging, we define premature cognitive aging as significant interaction effect of HIV status and age on cross-sectional neurocognitive test performance covering both the normal and abnormal performance range; accentuated cognitive aging as significant interaction effect of HIV status and age on cross-sectional neurocognitive impairment (NCI) rate, thus covering the abnormal performance range only; accelerated cognitive aging as significant interaction effect of HIV status and age on longitudinal neurocognitive test performance or incidence of NCI. Because these definitions require an age-comparable HIV-negative (HIV-) control group, when no controls were included, we determined the range of the age effect on neurocognitive test performance or NCI among PLHIV. A total of 37 studies originating from the US (26), UK (2), Italy (2), Poland (2), China (2), Japan (1), Australia (1), and Brazil (1) were included. Six studies were longitudinal and 14 included HIV- controls. The quality appraisal showed that 12/37 studies neither used an age-matched HIV- controls nor used demographically corrected cognitive scores. A meta-analysis was not possible because study methods and choice of neurocognitive measurement methods and outcomes were heterogeneous imposing a narrative synthesis. In studies with an HIV- control sample, premature neurocognitive aging was found in 45% of the cross-sectional analyses (9/20), while accelerated neurocognitive aging was found in 75% of the longitudinal analyses (3/4). There was no evidence for accentuated aging, but this was tested only in two studies. In studies without an HIV- control sample, the age effect was always present but wide (NCI OR = 1.18-4.8). While large sample size (> 500) was associated with abnormal patterns of cognitive aging, most of the studies were under powered. Other study characteristics such as longitudinal study design and higher proportion of older participants were also associated with the findings of abnormal cognitive aging. There is some support for premature and accelerated cognitive aging among PLHIV in the existing literature especially among large and longitudinal studies and those with higher proportion of older samples. Future HIV and cognitive aging studies need to harmonize neuropsychological measurement methods and outcomes and use a large sample from collaborative multi-sites to generate more robust evidences.
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Affiliation(s)
- Htein Linn Aung
- Departments of Neurology and HIV Medicine, St Vincent's Hospital and Peter Duncan Neurosciences Unit, St Vincent's Centre for Applied Medical Research (AMR), Level 8, Lowy Packer Building, 405 Liverpool St, Darlinghurst, Sydney, NSW, 2010, Australia.
- Neuroscience Research Australia, Sydney, Australia.
- Faculty of Medicine, UNSW, Sydney, Australia.
| | | | - Hetta Gouse
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Reuben N Robbins
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, USA
| | - Bruce J Brew
- Departments of Neurology and HIV Medicine, St Vincent's Hospital and Peter Duncan Neurosciences Unit, St Vincent's Centre for Applied Medical Research (AMR), Level 8, Lowy Packer Building, 405 Liverpool St, Darlinghurst, Sydney, NSW, 2010, Australia
- Faculty of Medicine, UNSW, Sydney, Australia
- Faculty of Medicine, University of Notre Dame, Sydney, Australia
| | - Limin Mao
- Centre for Social Research in Health, UNSW, Sydney, Australia
| | - Lucette A Cysique
- Departments of Neurology and HIV Medicine, St Vincent's Hospital and Peter Duncan Neurosciences Unit, St Vincent's Centre for Applied Medical Research (AMR), Level 8, Lowy Packer Building, 405 Liverpool St, Darlinghurst, Sydney, NSW, 2010, Australia
- Neuroscience Research Australia, Sydney, Australia
- Faculty of Medicine, UNSW, Sydney, Australia
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16
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Cerebral alterations in West African HIV and non-HIV adults aged ≥50: An MRI study. Int J Infect Dis 2020; 103:457-463. [PMID: 33310027 PMCID: PMC8620126 DOI: 10.1016/j.ijid.2020.12.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 12/04/2020] [Accepted: 12/06/2020] [Indexed: 11/23/2022] Open
Abstract
Objectives: To cross-sectionally describe brain alterations in PLHIV aged above 50 years old, receiving antiretroviral treatment (ART) and living in Senegal compared to HIV-negative subjects. Methods: Twenty PLHIV and 26 HIV-negative subjects with comparable socio-demographic and clinical characteristics underwent an MRI exam (3D-T1 and FLAIR sequences). Global atrophy and White Matter Hyperintensities (WMH) were evaluated. After assessing the feasibility and acceptability of MRI scans in this population, we described atrophy and WHM prevalence and associated factors using logistic regressions. Results: Overall, 43.5% of the study sample were aged ≥60 years, 58.7% were women, and 28.3% had hypertension. The overall prevalence of atrophy and WMH was 19.6% [95% CI: 8.1–31.1] and 30.4% [95% CI: 17.1–43.7]. HIV status had no significant effect on atrophy or WMH. Unemployment and hypertension were significantly associated with atrophy, whereas women were less likely to present atrophy. Aged ≥60 years was the only factor associated with WMH. Conclusions: A high prevalence of atrophy and WMH was observed in West African adults aged over 50 years without a clear HIV impact. As brain MRI studies are critical to better understand cognitive and emotional outcomes, we encourage those studies in older PLHIV in West Africa.
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17
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Brief Report: Higher Peripheral Monocyte Activation Markers Are Associated With Smaller Frontal and Temporal Cortical Volumes in Women With HIV. J Acquir Immune Defic Syndr 2020; 84:54-59. [PMID: 31914004 DOI: 10.1097/qai.0000000000002283] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Persistent inflammation is a life-long complication of HIV infection, even in virally suppressed individuals. Elevated plasma concentrations of soluble(s) CD14 and CD163 have been established as biomarkers of chronic inflammation, conferring higher risk for cognitive, neurovascular, and structural abnormalities. METHODS Structural magnetic resonance imaging (frontal and temporal regions) as well as plasma inflammatory biomarkers of monocyte activation (sCD14 and sCD163), general inflammation (plasma C-reactive protein, interleukin[IL]-6), and gut microbial translocation (plasma intestinal fatty acid-binding protein) were available on 38 women (25 with HIV) from the Chicago Women's Interagency HIV Study site. Partial least-squares models adjusting for relevant covariates (eg, age, education, and race) were conducted to evaluate the relationship between inflammatory biomarkers and brain volume in the overall sample and among women with HIV (WWH). RESULTS In the total sample, higher plasma sCD14 was associated with smaller volumes in multiple frontal and temporal lobe regions. In the WWH-only sample, sCD163 was associated with smaller volumes only in one region of the left frontal lobe. C-reactive protein, IL-6, and intestinal fatty acid-binding protein were not associated with brain volumes for either group of women. CONCLUSIONS Of the inflammatory monocyte markers evaluated, sCD14 was associated with smaller frontal and temporal cortical volume in the overall and WWH-only samples, while plasma sCD163 was only associated with smaller left caudal middle frontal gyrus in the WWH-only group. Validating these monocyte proteins as neurological biomarkers of structural brain deficits in a larger sample is critical for understanding HIV-associated neurobiological complications.
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18
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Chang L, Liang H, Kandel SR, He JJ. Independent and Combined Effects of Nicotine or Chronic Tobacco Smoking and HIV on the Brain: A Review of Preclinical and Clinical Studies. J Neuroimmune Pharmacol 2020; 15:658-693. [PMID: 33108618 DOI: 10.1007/s11481-020-09963-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 09/25/2020] [Indexed: 02/07/2023]
Abstract
Tobacco smoking is highly prevalent among HIV-infected individuals. Chronic smokers with HIV showed greater cognitive deficits and impulsivity, and had more psychopathological symptoms and greater neuroinflammation than HIV non-smokers or smokers without HIV infection. However, preclinical studies that evaluated the combined effects of HIV-infection and tobacco smoking are scare. The preclinical models typically used cell cultures or animal models that involved specific HIV viral proteins or the administration of nicotine to rodents. These preclinical models consistently demonstrated that nicotine had neuroprotective and anti-inflammatory effects, leading to cognitive enhancement. Although the major addictive ingredient in tobacco smoking is nicotine, chronic smoking does not lead to improved cognitive function in humans. Therefore, preclinical studies designed to unravel the interactive effects of chronic tobacco smoking and HIV infection are needed. In this review, we summarized the preclinical studies that demonstrated the neuroprotective effects of nicotine, the neurotoxic effects of the HIV viral proteins, and the scant literature on nicotine or tobacco smoke in HIV transgenic rat models. We also reviewed the clinical studies that evaluated the neurotoxic effects of tobacco smoking, HIV infection and their combined effects on the brain, including studies that evaluated the cognitive and behavioral assessments, as well as neuroimaging measures. Lastly, we compared the different approaches between preclinical and clinical studies, identified some gaps and proposed some future directions. Graphical abstract Independent and combined effects of HIV and tobacco/nicotine. Left top and bottom panels: Both clinical studies of HIV infected persons and preclinical studies using viral proteins in vitro or in vivo in animal models showed that HIV infection could lead to neurotoxicity and neuroinflammation. Right top and bottom panels: While clinical studies of tobacco smoking consistently showed deleterious effects of smoking, clinical and preclinical studies that used nicotine show mild cognitive enhancement, neuroprotective and possibly anti-inflammatory effects. In the developing brain, however, nicotine is neurotoxic. Middle overlapping panels: Clinical studies of persons with HIV who were smokers typically showed additive deleterious effects of HIV and tobacco smoking. However, in the preclinical studies, when nicotine was administered to the HIV-1 Tg rats, the neurotoxic effects of HIV were attenuated, but tobacco smoke worsened the inflammatory cascade.
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Affiliation(s)
- Linda Chang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore Street, HSF III, Baltimore, MD, 21201, USA.
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA.
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Medicine, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
| | - Huajun Liang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore Street, HSF III, Baltimore, MD, 21201, USA
| | - Suresh R Kandel
- Department of Microbiology and Immunology, Chicago Medical School, Center for Cancer Cell Biology, Immunology and Infection, Rosalind Franklin University, 3333 Green Bay Road, Basic Science Building 2.300, North Chicago, IL, 60064, USA
| | - Johnny J He
- Department of Microbiology and Immunology, Chicago Medical School, Center for Cancer Cell Biology, Immunology and Infection, Rosalind Franklin University, 3333 Green Bay Road, Basic Science Building 2.300, North Chicago, IL, 60064, USA.
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19
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Foran AM, Mathias JL, Bowden SC. Effectiveness of sorting tests for detecting cognitive decline in older adults with dementia and other common neurodegenerative disorders: A meta-analysis. Neurosci Biobehav Rev 2020; 120:442-454. [PMID: 33091417 DOI: 10.1016/j.neubiorev.2020.10.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 10/12/2020] [Accepted: 10/14/2020] [Indexed: 12/13/2022]
Abstract
The demand for simple, accurate and time-efficient screens to detect cognitive decline at point-of-care is increasing. Sorting tests are often used to detect the 'executive' deficits that are commonly associated with behavioural-variant frontotemporal dementia (bvFTD), but their potential for use as a cognitive screen with older adults is unclear. A comprehensive search of four databases identified 142 studies that compared the sorting test performance (e.g. WCST, DKEFS-ST) of adults with a common neurodegenerative disorder (e.g. Alzheimer's disease, vascular dementia, bvFTD, Parkinson's disease) and cognitively-healthy controls. Hedges' g effect sizes were used to compare the groups on five common test scores (Category, Total, Perseveration, Error, Description). The neurodegenerative disorders (combined) showed large deficits on all scores (g -1.0 to -1.3), with dementia (combined subtypes) performing more poorly (g -1.2 to -2.1), although bvFTD was not disproportionately worse than the other dementias. Overall, sorting tests detected the cognitive impairments caused by common neurodegenerative disorders, especially dementia, highlighting their potential suitability as a cognitive screen for older adults.
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Affiliation(s)
- A M Foran
- School of Psychology, University of Adelaide, Adelaide, South Australia, 5005, Australia.
| | - J L Mathias
- School of Psychology, University of Adelaide, Adelaide, South Australia, 5005, Australia.
| | - S C Bowden
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria, 3010, Australia
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20
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Neurocognitive impairment and gray matter volume reduction in HIV-infected patients. J Neurovirol 2020; 26:590-601. [PMID: 32572834 DOI: 10.1007/s13365-020-00865-w] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Revised: 05/31/2020] [Accepted: 06/02/2020] [Indexed: 01/05/2023]
Abstract
Although neuropsychological studies of human immunodeficiency virus (HIV)-infected patients have demonstrated heterogeneity in neurocognitive impairment and neuroimaging studies have reported diverse brain regions affected by HIV, it remains unclear whether individual differences in neurocognitive impairment are underpinned by their neural bases. Here, we investigated spatial distribution patterns of correlation between neurocognitive function and regional gray matter (GM) volume across patients with HIV. Thirty-one combination antiretroviral therapy-treated HIV-infected Japanese male patients and 33 age- and sex-matched healthy controls were included in the analysis after strict exclusion criteria, especially for substance use. Fifteen neurocognitive tests were used, and volumetric magnetic resonance imaging was performed. We used voxel-based morphometry to compare GM volume between groups and identify regional GM volumes that correlated with neurocognitive tests across patients. Using the Frascati criteria, 10 patients were diagnosed with asymptomatic neurocognitive impairment, while the others were not diagnosed with HIV-associated neurocognitive disorders. Patients showed a significantly lower performance in five neurocognitive tests as well as significantly reduced GM volume relative to controls, with volume-reduced regions spread diffusely across the whole brain. Different aspects of neurocognitive impairment (i.e., figural copy, finger tapping, and Pegboard) were associated with different GM regions. Our findings suggest a biological background constituting heterogeneity of neurocognitive impairment in HIV infection and support the clinical importance of considering individual differences for tailor-made medicine for people living with HIV.
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21
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Popov M, Molsberry SA, Lecci F, Junker B, Kingsley LA, Levine A, Martin E, Miller E, Munro CA, Ragin A, Seaberg E, Sacktor N, Becker JT. Brain structural correlates of trajectories to cognitive impairment in men with and without HIV disease. Brain Imaging Behav 2020; 14:821-829. [PMID: 30623289 PMCID: PMC6616021 DOI: 10.1007/s11682-018-0026-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
There are distinct trajectories to cognitive impairment among participants in the Multicenter AIDS Cohort Study (MACS). Here we analyzed the relationship between regional brain volumes and the individual trajectories to impairment in a subsample (n = 302) of the cohort. 302 (167 HIV-infected; mean age = 55.7 yrs.; mean education: 16.2 yrs.) of the men enrolled in the MACS MRI study contributed data to this analysis. We used voxel-based morphometry (VBM) to segment the brain images to analyze gray and white matter volume at the voxel-level. A Mixed Membership Trajectory Model had previously identified three distinct profiles, and each study participant had a membership weight for each of these three trajectories. We estimated VBM model parameters for 100 imputations, manually performed the post-hoc contrasts, and pooled the results. We examined the associations between brain volume at the voxel level and the MMTM membership weights for two profiles: one considered "unhealthy" and the other considered "Premature aging." The unhealthy profile was linked to the volume of the posterior cingulate gyrus/precuneus, the inferior frontal cortex, and the insula, whereas the premature aging profile was independently associated with the integrity of a portion of the precuneus. Trajectories to cognitive impairment are the result, in part, of atrophy in cortical regions linked to normal and pathological aging. These data suggest the possibility of predicting cognitive morbidity based on patterns of CNS atrophy.
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Affiliation(s)
- Mikhail Popov
- Department of Psychiatry, University of Pittsburgh, Suite 830, 3501 Forbes Avenue, Pittsburgh, PA, 15213, USA
- Wikimedia Foundation, San Francisco, CA, USA
| | - Samantha A Molsberry
- Department of Psychiatry, University of Pittsburgh, Suite 830, 3501 Forbes Avenue, Pittsburgh, PA, 15213, USA
- Population Health Sciences, Harvard University, Cambridge, MA, USA
| | - Fabrizio Lecci
- Department of Statistics, Carnegie Mellon University, Pittsburgh, PA, USA
- Uber, New York, NY, USA
| | - Brian Junker
- Department of Statistics, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Lawrence A Kingsley
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Andrew Levine
- Department of Neurology, University of California Los Angeles, Los Angeles, CA, USA
| | - Eileen Martin
- Department of Psychiatry, Rush Medical School, Chicago, IL, USA
| | - Eric Miller
- Department of Psychiatry, University of California Los Angeles, Los Angeles, CA, USA
| | - Cynthia A Munro
- Department of Psychiatry, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ann Ragin
- Department of Radiology, Northwestern University, Evanston, IL, USA
| | - Eric Seaberg
- Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ned Sacktor
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - James T Becker
- Department of Psychiatry, University of Pittsburgh, Suite 830, 3501 Forbes Avenue, Pittsburgh, PA, 15213, USA.
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA.
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA.
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22
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Use of Neuroimaging to Inform Optimal Neurocognitive Criteria for Detecting HIV-Associated Brain Abnormalities. J Int Neuropsychol Soc 2020; 26:147-162. [PMID: 31576785 PMCID: PMC7015796 DOI: 10.1017/s1355617719000985] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Frascati international research criteria for HIV-associated neurocognitive disorders (HAND) are controversial; some investigators have argued that Frascati criteria are too liberal, resulting in a high false positive rate. Meyer et al. recommended more conservative revisions to HAND criteria, including exploring other commonly used methodologies for neurocognitive impairment (NCI) in HIV including the global deficit score (GDS). This study compares NCI classifications by Frascati, Meyer, and GDS methods, in relation to neuroimaging markers of brain integrity in HIV. METHOD Two hundred forty-one people living with HIV (PLWH) without current substance use disorder or severe (confounding) comorbid conditions underwent comprehensive neurocognitive testing and brain structural magnetic resonance imaging and magnetic resonance spectroscopy. Participants were classified using Frascati criteria versus Meyer criteria: concordant unimpaired [Frascati(Un)/Meyer(Un)], concordant impaired [Frascati(Imp)/Meyer(Imp)], or discordant [Frascati(Imp)/Meyer(Un)] which were impaired via Frascati criteria but unimpaired via Meyer criteria. To investigate the GDS versus Meyer criteria, the same groupings were utilized using GDS criteria instead of Frascati criteria. RESULTS When examining Frascati versus Meyer criteria, discordant Frascati(Imp)/Meyer(Un) individuals had less cortical gray matter, greater sulcal cerebrospinal fluid volume, and greater evidence of neuroinflammation (i.e., choline) than concordant Frascati(Un)/Meyer(Un) individuals. GDS versus Meyer comparisons indicated that discordant GDS(Imp)/Meyer(Un) individuals had less cortical gray matter and lower levels of energy metabolism (i.e., creatine) than concordant GDS(Un)/Meyer(Un) individuals. In both sets of analyses, the discordant group did not differ from the concordant impaired group on any neuroimaging measure. CONCLUSIONS The Meyer criteria failed to capture a substantial portion of PLWH with brain abnormalities. These findings support continued use of Frascati or GDS criteria to detect HIV-associated CNS dysfunction.
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Hassanzadeh-Behbahani S, Shattuck KF, Bronshteyn M, Dawson M, Diaz M, Kumar P, Moore DJ, Ellis RJ, Jiang X. Low CD4 nadir linked to widespread cortical thinning in adults living with HIV. NEUROIMAGE-CLINICAL 2019; 25:102155. [PMID: 31901790 PMCID: PMC6948363 DOI: 10.1016/j.nicl.2019.102155] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 12/11/2019] [Accepted: 12/26/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND The history of immune suppression, especially CD4 nadir, has been shown to be a strong predictor of HIV-associated neurocognitive disorders (HAND). However, the potential mechanism of this association is not well understood. METHODS High resolution structural MRI images and neuropsychological data were obtained from fifty-nine HIV+ adults (mean age, 56.5 ± 5.8) to investigate the correlation between CD4 nadir and cortical thickness. RESULTS Low CD4 nadir was associated with widespread cortical thinning, especially in the frontal and temporal regions, and global mean cortical thickness correlated with CD4 nadir. In addition, worse global neurocognitive function was associated with bilateral frontal cortical thinning, and the association largely persisted (especially in the left frontal cortex) in the subset of participants who did not meet HAND criteria. CONCLUSIONS These results suggest that low CD4 nadir may be associated with widespread neural injury in the brain, especially in the frontal and temporal regions. The diffuse neural injury might contribute to the prevalence and the phenotypes of HAND, as well as the difficulty treating HAND due to a broad network of brain regions affected. Low CD4 nadir related neural injury to the frontal cortex might contribute to subtle neurocognitive impairment/decline, even in the absence of HAND diagnosis.
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Affiliation(s)
| | - Kyle F Shattuck
- Departments of Neuroscience, Georgetown University Medical Center, Washington, DC 20057, United States
| | - Margarita Bronshteyn
- Departments of Neuroscience, Georgetown University Medical Center, Washington, DC 20057, United States
| | - Matthew Dawson
- Department of Psychiatry, University of California, La Jolla, San Diego, CA 92093, United States
| | - Monica Diaz
- Department of Neurosciences, University of California, La Jolla, San Diego, CA 92093, United States
| | - Princy Kumar
- Department of Medicine, Georgetown University Medical Center, Washington, DC 20057, United States
| | - David J Moore
- Department of Psychiatry, University of California, La Jolla, San Diego, CA 92093, United States
| | - Ronald J Ellis
- Department of Psychiatry, University of California, La Jolla, San Diego, CA 92093, United States; Department of Neurosciences, University of California, La Jolla, San Diego, CA 92093, United States
| | - Xiong Jiang
- Departments of Neuroscience, Georgetown University Medical Center, Washington, DC 20057, United States.
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24
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Ntshangase S, Mdanda S, Naicker T, Kruger HG, Baijnath S, Govender T. Spatial distribution of elvitegravir and tenofovir in rat brain tissue: Application of matrix-assisted laser desorption/ionization mass spectrometry imaging and liquid chromatography/tandem mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2019; 33:1643-1651. [PMID: 31240777 DOI: 10.1002/rcm.8510] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 06/10/2019] [Accepted: 06/18/2019] [Indexed: 05/21/2023]
Abstract
RATIONALE The complexity of central nervous system (CNS) drug delivery is the main obstacle with the blood-brain barrier (BBB) known to restrict access of most pharmaceutical drugs into the brain. Mass spectrometry imaging (MSI) offers possibilities for studying drug deposition into the CNS. METHODS The deposition and spatial distribution of the two antiretroviral drugs elvitegravir and tenofovir in the brain were investigated in healthy female Sprague-Dawley rats following a single intraperitoneal administration (50 mg/kg). This was achieved by the utilization of quantitative liquid chromatography/tandem mass spectrometry (LC/MS/MS) and matrix-assisted laser desorption/ionization (MALDI) MSI. RESULTS LC/MS/MS showed that elvitegravir has better BBB penetration, reaching maximum concentration in the brain (Cmax brain) of 976.5 ng/g. In contrast, tenofovir displayed relatively lower BBB penetration, reaching Cmax brain of 54.5 ng/g. MALDI-MSI showed the heterogeneous distribution of both drugs in various brain regions including the cerebral cortex. CONCLUSIONS LC/MS/MS and MALDI-MSI provided valuable information about the relative concentration and the spatial distribution of the two common antiretroviral drugs. This study has also shown the capability of MALDI-MSI for direct visualization of pharmaceutical drugs in situ.
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Affiliation(s)
- Sphamandla Ntshangase
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Sipho Mdanda
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Tricia Naicker
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Hendrik G Kruger
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Sooraj Baijnath
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
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Kuhn T, Jin Y, Huang C, Kim Y, Nir TM, Gullett JM, Jones JD, Sayegh P, Chung C, Dang BH, Singer EJ, Shattuck DW, Jahanshad N, Bookheimer SY, Hinkin CH, Zhu H, Thompson PM, Thames AD. The joint effect of aging and HIV infection on microstructure of white matter bundles. Hum Brain Mapp 2019; 40:4370-4380. [PMID: 31271489 PMCID: PMC6865715 DOI: 10.1002/hbm.24708] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 06/04/2019] [Accepted: 06/26/2019] [Indexed: 12/22/2022] Open
Abstract
Recent evidence suggests the aging process is accelerated by HIV. Degradation of white matter (WM) has been independently associated with HIV and healthy aging. Thus, WM may be vulnerable to joint effects of HIV and aging. Diffusion-weighted imaging (DWI) was conducted with HIV-seropositive (n = 72) and HIV-seronegative (n = 34) adults. DWI data underwent tractography, which was parcellated into 18 WM tracts of interest (TOIs). Functional Analysis of Diffusion Tensor Tract Statistics (FADTTS) regression was conducted assessing the joint effect of advanced age and HIV on fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) along TOI fibers. In addition to main effects of age and HIV on WM microstructure, the interactive effect of age and HIV was significantly related to lower FA and higher MD, AD, and RD across all TOIs. The location of findings was consistent with the clinical presentation of HIV-associated neurocognitive disorders. While older age is related to poorer WM microstructure, its detrimental effect on WM is stronger among HIV+ relative to HIV- individuals. Loss of WM integrity in the context of advancing age may place HIV+ individuals at increased risk for brain and cognitive compromise.
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Affiliation(s)
- Taylor Kuhn
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - Yan Jin
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics InstituteKeck School of Medicine, University of Southern CaliforniaMarina del ReyCalifornia
- Department of BiostatisticsUniversity of Texas MD Anderson Cancer CenterHoustonTexas
| | - Chao Huang
- Department of BiostatisticsUniversity of Texas MD Anderson Cancer CenterHoustonTexas
| | - Yeun Kim
- Department of NeurologyUniversity of California, Los AngelesLos AngelesCalifornia
| | - Talia M. Nir
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics InstituteKeck School of Medicine, University of Southern CaliforniaMarina del ReyCalifornia
| | - Joseph M. Gullett
- Center for Cognitive Aging and MemoryUniversity of FloridaGainesvilleFlorida
| | - Jacob D. Jones
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
- Department of PsychologyCalifornia State University San BernardinoSan BernardinoCalifornia
| | - Phillip Sayegh
- Department of PsychologyUniversity of California, Los AngelesLos AngelesCalifornia
| | - Caroline Chung
- Department of Radiation OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexas
| | - Bianca H. Dang
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - Elyse J. Singer
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - David W. Shattuck
- Department of NeurologyUniversity of California, Los AngelesLos AngelesCalifornia
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics InstituteKeck School of Medicine, University of Southern CaliforniaMarina del ReyCalifornia
| | - Susan Y. Bookheimer
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - Charles H. Hinkin
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
| | - Hongtu Zhu
- Department of BiostatisticsUniversity of Texas MD Anderson Cancer CenterHoustonTexas
- Department of Biostatistics, Gillings School of Global Public HealthUniversity of North Carolina at Chapel HillChapel HillNorth Carolina
| | - Paul M. Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics InstituteKeck School of Medicine, University of Southern CaliforniaMarina del ReyCalifornia
| | - April D. Thames
- Department of Psychiatry and Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCalifornia
- Department of PsychologyUniversity of Southern CaliforniaLos AngelesCalifornia
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26
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Ripamonti E, Clerici M. The association of memory disorders and chronic HIV disease in the antiretroviral therapy era: a systematic literature review. HIV Med 2019; 21:9-20. [PMID: 31603624 DOI: 10.1111/hiv.12793] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2019] [Indexed: 01/04/2023]
Abstract
OBJECTIVES Despite recent pharmacological progress, memory impairment is still frequently reported in people living with HIV. We aimed to conduct a systematic literature review investigating the presence of impairment of (sub)components of memory function in patients prescribed highly active antiretroviral therapy (ART). METHODS We adopted a cognitive neuropsychological model of memory function as the theoretical framework, distinguishing between a short-term working memory component and a long-term component of memory, along with their specific (sub)components. We systematically searched for the presence of impairment of each (sub)component in the selected papers. Careful consideration was given to study design and methods and control of covariates. RESULTS Only the central executive component of working memory has been consistently reported to be impaired in HIV infection. The other two (sub)components, namely the phonological loop and the visuospatial sketchpad, were unimpaired. Discordant results have been obtained as to verbal and visual episodic memory, as some authors reported an association with HIV infection, whereas others did not. There is little evidence for semantic memory deficit in HIV infection, while there are suggestions that the neural substrate of implicit memory may be damaged by the effects of HIV infection and inflammation. Most studies in this area have been conducted in small samples and with poor control for covariates. Thus, conclusions regarding the association of memory dysfunction with HIV infection are hampered by methodological issues such as selection bias and unmeasured confounding. CONCLUSIONS The task remains for future research to ascertain the impact of HIV infection on memory function.
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Affiliation(s)
- E Ripamonti
- IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy
| | - M Clerici
- IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy.,Dipartimento di Fisiopatologia Medico-Chirurgica e dei Trapianti, Università degli Studi di Milano, Milan, Italy
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27
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Davies O, Haynes BI, Casey SJ, Gerbase S, Barker GJ, Pitkanen M, Kulasegaram R, Kopelman MD. Clinical and neuroimaging correlates of cognition in HIV. J Neurovirol 2019; 25:754-764. [PMID: 31214916 PMCID: PMC6920239 DOI: 10.1007/s13365-019-00763-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 04/08/2019] [Accepted: 05/09/2019] [Indexed: 12/31/2022]
Abstract
This study investigated whether HIV-positive participants, stable on combined antiretroviral therapy (cART), showed cognitive impairments relative to HIV-negative controls; and whether clinical and neuroimaging factors correlated with cognitive function in the HIV-positive participants. One hundred and twenty-six white men who have sex with men, of whom 78 were HIV-positive and stable on cART and 48 were HIV negative, were recruited to this cross-sectional study. The median age of HIV-positive participants in this study was 47. They underwent clinical and neuropsychological evaluation and magnetic resonance imaging of the brain, including diffusion tensor imaging (DTI). Cognitive scores for both groups were compared, and regression models were run to explore the influence of clinical, psychiatric, lifestyle, and neuroimaging variables on cognition. The prevalence of neurocognitive impairment, using the multivariate normative comparison criteria, was 28% in HIV-positive participants and 5% in HIV-negative participants. After covarying for age, years of education, and non-English speaking background, there were significant differences between the HIV group and the controls across four cognitive domains. The HIV group showed significantly higher mean diffusivity (MD) and lower fractional anisotropy (FA) than the control group on DTI. Although anxiety levels were clinically low, anxiety and DTI measures were the only variables to show significant correlations with cognitive function. In the HIV group, poorer cognitive performance was associated with higher MD and lower FA on DTI and higher (albeit clinically mild) levels of anxiety. Our findings suggest that white matter changes and subtle anxiety levels contribute independently to cognitive impairment in HIV.
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Affiliation(s)
- Olubanke Davies
- Department of Genitourinary & HIV Medicine, Guy's and St Thomas' Hospitals NHS Trust, Great Maze Pond, London, SE1 9RT, UK.
| | - Becky I Haynes
- King's College London (Institute of Psychiatry, Psychology & Neuroscience), London, UK
| | - Sarah J Casey
- King's College London (Institute of Psychiatry, Psychology & Neuroscience), London, UK
| | - Sofia Gerbase
- King's College London (Institute of Psychiatry, Psychology & Neuroscience), London, UK
| | - Gareth J Barker
- King's College London (Institute of Psychiatry, Psychology & Neuroscience), London, UK
| | - Mervi Pitkanen
- King's College London (Institute of Psychiatry, Psychology & Neuroscience), London, UK
- South London and Maudsley NHS Foundation Trust based at St Thomas' Hospital, London, UK
- Biomedical Research Centre of the Institute of Psychiatry, Psychology, and Neuroscience, London, UK
| | - Ranjababu Kulasegaram
- Department of Genitourinary & HIV Medicine, Guy's and St Thomas' Hospitals NHS Trust, Great Maze Pond, London, SE1 9RT, UK
| | - Michael D Kopelman
- King's College London (Institute of Psychiatry, Psychology & Neuroscience), London, UK
- South London and Maudsley NHS Foundation Trust based at St Thomas' Hospital, London, UK
- Biomedical Research Centre of the Institute of Psychiatry, Psychology, and Neuroscience, London, UK
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28
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O'Connor E, Zeffiro T. Is treated HIV infection still toxic to the brain? PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2019; 165:259-284. [PMID: 31481166 DOI: 10.1016/bs.pmbts.2019.04.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Clinically apparent HIV infection, accompanied by CNS opportunistic infections and HIV encephalopathy, was often associated with profound structural and functional brain effects prior to the introduction of anti-retroviral therapy (ART). With treatment, HIV structural and functional brain effects are smaller and have not been as easily detected. With near complete elimination of CNS opportunistic infections, the HIV neuroimaging research community now grapples with the problem of detecting subtler structural and functional changes against a background of persisting confounds, such as comorbidities and clinical features common in the HIV infected population. This situation also raises the question of whether imaging measure changes that are reported as HIV brain effects are purely related to viral infection, rather than originating from confounding effects that might include age, substance use, hepatitis C coinfection, cerebrovascular risk factors, ART, premorbid cognitive skills and illness duration. In addition to cohort characteristics, variation in image acquisition and analysis techniques may also contribute to study outcome heterogeneity. We review the potential effects of these confounds on detection of HIV infection effects and discuss strategies to avoid or mitigate the effects of these confounds. We then present a systematic approach to measurement, design and analysis in HIV neuroimaging studies, combining both experimental and statistical control techniques to determine if HIV infection effects persist, fluctuate or worsen in groups achieving viral suppression from ART.
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Affiliation(s)
- Erin O'Connor
- University of Maryland School of Medicine, Baltimore, MD, United States.
| | - Thomas Zeffiro
- University of Maryland School of Medicine, Baltimore, MD, United States.
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29
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Israel SM, Hassanzadeh-Behbahani S, Turkeltaub PE, Moore DJ, Ellis RJ, Jiang X. Different roles of frontal versus striatal atrophy in HIV-associated neurocognitive disorders. Hum Brain Mapp 2019; 40:3010-3026. [PMID: 30921494 DOI: 10.1002/hbm.24577] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 03/05/2019] [Accepted: 03/06/2019] [Indexed: 01/26/2023] Open
Abstract
Gray matter (GM) atrophy is frequently detected in persons living with HIV, even in the era of combination antiretroviral therapy (cART), but the specificity of regions affected remains elusive. For instance, which regions are consistently affected in HIV? In addition, atrophy at which regions is frequently associated with neurocognitive impairment in HIV? Resolving these questions can potentially help to establish the possible neural profiles of HIV-associated neurocognitive disorders (HAND) severity, which currently is solely defined by neurobehavioral assessments. Here, we addressed these questions using a novel meta-analysis technique, the colocalization-likelihood estimation (CLE) technique, to quantitatively synthesize the findings of GM atrophy in HIV+ adults. Twenty-one of 386 studies published between 1988 and November 2017 and identified in PubMed were selected, plus four identified in other resources. In the end, 25 studies (1,370 HIV+ adults, 889 HIV- controls) were included in the meta-analysis. This technique revealed that GM atrophy in HIV+ adults was dominated by two distinct but nonexclusive profiles: frontal (including anterior cingulate cortex, [ACC]) atrophy, which was associated withHIV-disease and consistently differentiated HIV+ adults from HIV- controls; and caudate/striatum atrophy, which was associated with neurocognitive impairment. The critical role of caudate/striatum atrophy in neurocognitive impairment was further supported by a separate data analysis, which examined the findings of correlation analyses between GM and neurocognitive performance. These results suggest that the frontal lobe and the striatum play critical but differential roles in HAND. A neural model of HAND severity was proposed with several testable predictions.
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Affiliation(s)
- Sarah M Israel
- Department of Neuroscience, Georgetown University Medical Center, Washington, District of Columbia
| | | | - Peter E Turkeltaub
- Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia
| | - David J Moore
- Department of Psychiatry, University of California, San Diego, California
| | - Ronald J Ellis
- Departments of Neurosciences and Psychiatry, University of California, San Diego, California
| | - Xiong Jiang
- Department of Neuroscience, Georgetown University Medical Center, Washington, District of Columbia
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30
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Liang H, Chang L, Chen R, Oishi K, Ernst T. Independent and Combined Effects of Chronic HIV-Infection and Tobacco Smoking on Brain Microstructure. J Neuroimmune Pharmacol 2018; 13:509-522. [PMID: 30225549 PMCID: PMC6247419 DOI: 10.1007/s11481-018-9810-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Accepted: 09/04/2018] [Indexed: 12/17/2022]
Abstract
HIV-infected individuals (HIV+) have 2-3 times higher prevalence of tobacco smoking than the general U.S. population. This study aims to evaluate the independent and combined effects of tobacco-smoking and HIV-infection on brain microstructure and cognition using a 2 × 2 design. 21 HIV + Smokers, 25 HIV + Nonsmokers, 25 Seronegative (SN)-Smokers and 23 SN-Nonsmokers were evaluated using diffusion tensor imaging. Fractional anisotropy (FA), mean (MD), radial (RD) and axial (AD) diffusivity were assessed in 8 major cerebral fiber tracts and 5 subcortical regions. Cognitive performance in 7 neurocognitive domains was also assessed. Compared to SN, HIV+ had higher AD in genu of corpus callosum (GCC, p = 0.002). Smokers also had higher diffusivities in GCC, splenium of corpus callosum (SCC), anterior corona radiata (ACR), sagittal stratum (SS) and superior fronto-occipital fasciculus (SFO), than Nonsmokers (p-values<0.001-0.003). Tobacco-Smoking and HIV-infection showed synergistic effects on AD_SS (p = 0.002) and RD_SFO (p = 0.02), but opposite effects in FA_putamen (p = 0.024). Additive effects from HIV+ and Tobacco-Smoking were observed in 9 other white matter tracts, with highest diffusivities and lowest FA in HIV + Smokers. Higher diffusivities in the GCC, SCC, ACR and SS predicted poorer cognitive performance across all participants (p ≤ 0.001). Higher AD_GCC also predicted slower Speed of information processing and poorer Fluency and Attention only in HIV + Smokers (p = 0.001-0.003). Chronic tobacco smoking and HIV-infection appear to have additive and synergistic adverse effects on brain diffusivities, suggesting greater neuroinflammation, which may contribute to poorer cognition. Therefore, chronic tobacco-smoking may be a risk factor for HIV-associated neurocognitive disorders. Graphical Abstract ᅟ.
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Affiliation(s)
- Huajun Liang
- Department of Radiology, University of Maryland Baltimore School of Medicine, 419 W. Redwood Street, Suite 225, Baltimore, MD, 21201, USA
| | - Linda Chang
- Department of Radiology, University of Maryland Baltimore School of Medicine, 419 W. Redwood Street, Suite 225, Baltimore, MD, 21201, USA.
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Rong Chen
- Department of Radiology, University of Maryland Baltimore School of Medicine, 419 W. Redwood Street, Suite 225, Baltimore, MD, 21201, USA
| | - Kenichi Oishi
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Thomas Ernst
- Department of Radiology, University of Maryland Baltimore School of Medicine, 419 W. Redwood Street, Suite 225, Baltimore, MD, 21201, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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31
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Adeli E, Kwon D, Zhao Q, Pfefferbaum A, Zahr NM, Sullivan EV, Pohl KM. Chained regularization for identifying brain patterns specific to HIV infection. Neuroimage 2018; 183:425-437. [PMID: 30138676 PMCID: PMC6197908 DOI: 10.1016/j.neuroimage.2018.08.022] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 08/07/2018] [Accepted: 08/10/2018] [Indexed: 12/21/2022] Open
Abstract
Human Immunodeficiency Virus (HIV) infection continues to have major adverse public health and clinical consequences despite the effectiveness of combination Antiretroviral Therapy (cART) in reducing HIV viral load and improving immune function. As successfully treated individuals with HIV infection age, their cognition declines faster than reported for normal aging. This phenomenon underlines the importance of improving long-term care, which requires a better understanding of the impact of HIV on the brain. In this paper, automated identification of patients and brain regions affected by HIV infection are modeled as a classification problem, whose solution is determined in two steps within our proposed Chained-Regularization framework. The first step focuses on selecting the HIV pattern (i.e., the most informative constellation of brain region measurements for distinguishing HIV infected subjects from healthy controls) by constraining the search for the optimal parameter setting of the classifier via group sparsity (ℓ2,1-norm). The second step improves classification accuracy by constraining the parameterization with respect to the selected measurements and the Euclidean regularization (ℓ2-norm). When applied to the cortical and subcortical structural Magnetic Resonance Images (MRI) measurements of 65 controls and 65 HIV infected individuals, this approach is more accurate in distinguishing the two cohorts than more common models. Finally, the brain regions of the identified HIV pattern concur with the HIV literature that uses traditional group analysis models.
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Affiliation(s)
- Ehsan Adeli
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA
| | - Dongjin Kwon
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA; Center for Health Sciences, SRI International, Menlo Park, CA, 94025, USA
| | - Qingyu Zhao
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA
| | - Adolf Pfefferbaum
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA; Center for Health Sciences, SRI International, Menlo Park, CA, 94025, USA
| | - Natalie M Zahr
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA; Center for Health Sciences, SRI International, Menlo Park, CA, 94025, USA
| | - Edith V Sullivan
- Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA
| | - Kilian M Pohl
- Center for Health Sciences, SRI International, Menlo Park, CA, 94025, USA.
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32
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Effects of age, HIV, and HIV-associated clinical factors on neuropsychological functioning and brain regional volume in HIV+ patients on effective treatment. J Neurovirol 2018; 25:9-21. [PMID: 30298203 PMCID: PMC6416454 DOI: 10.1007/s13365-018-0679-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 08/18/2018] [Accepted: 09/09/2018] [Indexed: 12/14/2022]
Abstract
It is yet unclear if people infected with human immunodeficiency virus (HIV+) on stable, combined antiretroviral therapies (cARTs) decline with age at the same or greater rate than healthy people. In this study, we examined independent and interactive effects of HIV, age, and HIV-related clinical parameters on neuropsychological functioning and brain regional volume in a sizable group of Polish HIV+ men receiving cART. We also estimated the impact of nadir CD4 cell count, CD4 cell count during participation in the study, duration of HIV infection, or duration of cART along with age. Ninety-one HIV+ and 95 control (HIV-) volunteers ages 23-75 completed a battery of neuropsychological tests, and 54 HIV+ and 62 HIV- of these volunteers participated in a brain imaging assessment. Regional brain volume in the cortical and subcortical regions was measured using voxel-based morphometry. We have found that HIV and older age were independently related to lower attention, working memory, nonverbal fluency, and visuomotor dexterity. Older age but not HIV was associated with less volume in several cortical and subcortical brain regions. In the oldest HIV+ participants, age had a moderating effect on the relationship between the duration of cART and visuomotor performance, such as that older age decreased speed of visuomotor performance along with every year on cART. Such results may reflect the efficacy of cART in preventing HIV-associated brain damage. They also highlight the importance of monitoring neuropsychological functioning and brain structure in HIV+ patients. This is particularly important in older patients with long adherence to cART.
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Axonal chronic injury in treatment-naïve HIV+ adults with asymptomatic neurocognitive impairment and its relationship with clinical variables and cognitive status. BMC Neurol 2018; 18:66. [PMID: 29747571 PMCID: PMC5943991 DOI: 10.1186/s12883-018-1069-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Accepted: 05/02/2018] [Indexed: 12/18/2022] Open
Abstract
Background HIV is a neurotropic virus, and it can bring about neurodegeneration and may even result in cognitive impairments. The precise mechanism of HIV-associated white matter (WM) injury is unknown. The effects of multiple clinical contributors on WM impairments and the relationship between the WM alterations and cognitive performance merit further investigation. Methods Diffusion tensor imaging (DTI) was performed in 20 antiretroviral-naïve HIV-positive asymptomatic neurocognitive impairment (ANI) adults and 20 healthy volunteers. Whole-brain analysis of DTI metrics between groups was conducted by employing tract-based spatial statistics (TBSS), including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD) and radial diffusivity (RD). DTI parameters were correlated with clinical variables (age, CD4+ cell count, CD4+/CD8+ ratio, plasma viral load and duration of HIV infection) and multiple cognitive tests by using multilinear regression analyses. Results DTI quantified diffusion alterations in the corpus callosum and corona radiata (MD increased significantly, P < 0.05) and chronic axonal injury in the corpus callosum, corona radiata, internal capsule, external capsule, posterior thalamic radiation, sagittal stratum, and superior longitudinal fasciculus (AD increased significantly, P < 0.05). The impairments in the corona radiata had significant correlations with the current CD4+/CD8+ ratios. Increased MD or AD values in multiple white matter structures showed significant associations with many cognitive domain tests. Conclusions WM impairments are present in neurologically asymptomatic HIV+ adults, periventricular WM (corpus callosum and corona radiata) are preferential occult injuries, which is associated with axonal chronic damage rather than demyelination. Axonopathy may exist before myelin injury. DTI-TBSS is helpful to explore the WM microstructure abnormalities and provide a new perspective for the investigation of the pathomechanism of HIV-associated WM injury.
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Underwood J, Cole JH, Caan M, De Francesco D, Leech R, van Zoest RA, Su T, Geurtsen GJ, Schmand BA, Portegies P, Prins M, Wit FWNM, Sabin CA, Majoie C, Reiss P, Winston A, Sharp DJ. Gray and White Matter Abnormalities in Treated Human Immunodeficiency Virus Disease and Their Relationship to Cognitive Function. Clin Infect Dis 2018; 65:422-432. [PMID: 28387814 DOI: 10.1093/cid/cix301] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 03/29/2017] [Indexed: 12/19/2022] Open
Abstract
Background Long-term comorbidities such as cognitive impairment remain prevalent in otherwise effectively treated people living with human immunodeficiency virus (HIV). We investigate the relationship between cognitive impairment and brain structure in successfully treated patients using multimodal neuroimaging from the Comorbidity in Relation to AIDS (COBRA) cohort. Methods Cognitive function, brain tissue volumes, and white matter microstructure were assessed in 134 HIV-infected patients and 79 controls. All patients had suppressed plasma HIV RNA at cohort entry. In addition to comprehensive voxelwise analyses of volumetric and diffusion tensor imaging, we used an unsupervised machine learning approach to combine cognitive, diffusion, and volumetric data, taking advantage of the complementary information they provide. Results Compared to the highly comparable control group, cognitive function was impaired in 4 of the 6 cognitive domains tested (median global T-scores: 50.8 vs 54.2; P < .001). Patients had lower gray but not white matter volumes, observed principally in regions where structure generally did not correlate with cognitive function. Widespread abnormalities in white matter microstructure were also seen, including reduced fractional anisotropy with increased mean and radial diffusivity. In contrast to the gray matter, these diffusion abnormalities correlated with cognitive function. Multivariate neuroimaging analysis identified a neuroimaging phenotype associated with poorer cognitive function, HIV infection, and systemic immune activation. Conclusions Cognitive impairment, lower gray matter volume, and white matter microstructural abnormalities were evident in HIV-infected individuals despite fully suppressive antiretroviral therapy. White matter abnormalities appear to be a particularly important determinant of cognitive dysfunction seen in well-treated HIV-infected individuals.
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Affiliation(s)
| | - James H Cole
- Brain Sciences, Imperial College London, United Kingdom
| | - Matthan Caan
- Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands
| | - Davide De Francesco
- Department of Infection and Population Health, University College London, United Kingdom
| | - Robert Leech
- Brain Sciences, Imperial College London, United Kingdom
| | - Rosan A van Zoest
- Department of Global Health, Academic Medical Center, and Amsterdam Institute for Global Health and Development
| | - Tanja Su
- Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands
| | | | | | | | | | - Ferdinand W N M Wit
- Department of Global Health, Academic Medical Center, and Amsterdam Institute for Global Health and Development.,HIV Monitoring Foundation.,Department of Internal Medicine, Division of Infectious Diseases, Academic Medical Center, Amsterdam, The Netherlands
| | - Caroline A Sabin
- Department of Infection and Population Health, University College London, United Kingdom
| | - Charles Majoie
- Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands
| | - Peter Reiss
- Department of Global Health, Academic Medical Center, and Amsterdam Institute for Global Health and Development.,HIV Monitoring Foundation.,Department of Internal Medicine, Division of Infectious Diseases, Academic Medical Center, Amsterdam, The Netherlands
| | | | - David J Sharp
- Brain Sciences, Imperial College London, United Kingdom
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Basal ganglia shrinkage without remarkable hippocampal atrophy in chronic aviremic HIV-positive patients. J Neurovirol 2018; 24:478-487. [PMID: 29687405 DOI: 10.1007/s13365-018-0635-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 03/20/2018] [Accepted: 03/27/2018] [Indexed: 10/17/2022]
Abstract
Conventional magnetic-resonance (MR) imaging is not sensitive enough in depicting subtle neurodegenerative changes that occur during chronic HIV infection with good peripheral viral suppression. The aim of this study was to compare brain volumes in HIV-positive subjects with age- and education-matched healthy controls with regard to influence of aging and immunologic parameters. An overall of 65 subjects (40 HIV-positive and 25 age-, gender-, and education-matched healthy subjects) underwent conventional MR imaging with three-dimensional sequence adequate for volumetric measurements. Volumes of specific brain regions were measured and compared between HIV-positive and healthy subjects using Student t test. Correlations between obtained brain volumes and immunologic parameters were determined using Pearson's correlation test. Influence of age as a covariate was determined using ANCOVA test. Statistical value was set at p < 0.05. Volumes of nucleus accumbens (p = 0.003), putamen (p = 0.003), and thalamus (p = 0.046) were significantly decreased in HIV-positive subjects compared with healthy, while volumes of lateral ventricles were significantly increased (p = 0.043). However, influence of age on atrophy was greater than presence of HIV infection in all observed volumes. Positive correlation of nadir CD4+ count and nucleus accumbens volume was obtained, as well as of therapy with lateral ventricle volumes. Volumes of putamen correlated negatively with duration of therapy. HIV-associated atrophic changes are visible in nucleus accumbens, putamen, and thalamus in neurocognitively asymptomatic stage, while no changes can be observed in the hippocampus, affected by other types of dementias. Under therapy, the influence of physiological aging on HIV-associated atrophy is greater than the presence of HIV infection per se.
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36
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Zahr NM. The Aging Brain With HIV Infection: Effects of Alcoholism or Hepatitis C Comorbidity. Front Aging Neurosci 2018; 10:56. [PMID: 29623036 PMCID: PMC5874324 DOI: 10.3389/fnagi.2018.00056] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 02/20/2018] [Indexed: 12/11/2022] Open
Abstract
As successfully treated individuals with Human Immunodeficiency Virus (HIV)-infected age, cognitive and health challenges of normal aging ensue, burdened by HIV, treatment side effects, and high prevalence comorbidities, notably, Alcohol Use Disorders (AUD) and Hepatitis C virus (HCV) infection. In 2013, people over 55 years old accounted for 26% of the estimated number of people living with HIV (~1.2 million). The aging brain is increasingly vulnerable to endogenous and exogenous insult which, coupled with HIV infection and comorbid risk factors, can lead to additive or synergistic effects on cognitive and motor function. This paper reviews the literature on neuropsychological and in vivo Magnetic Resonance Imaging (MRI) evaluation of the aging HIV brain, while also considering the effects of comorbidity for AUD and HCV.
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Affiliation(s)
- Natalie M Zahr
- Neuroscience Program, SRI International, Menlo Park, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford University, Stanford, CA, United States
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37
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Haynes BI, Pitkanen M, Kulasegaram R, Casey SJ, Schutte M, Towgood K, Peters B, Barker GJ, Kopelman MD. HIV: ageing, cognition and neuroimaging at 4-year follow-up. HIV Med 2018; 19:376-385. [PMID: 29441669 DOI: 10.1111/hiv.12598] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/06/2017] [Indexed: 11/29/2022]
Abstract
OBJECTIVES The aim of the study was to investigate the hypothesis of accelerated cognitive ageing in HIV-positive individuals using longitudinal assessment of cognitive performance and quantitative magnetic resonance imaging (MRI). METHODS We assessed a broad cognitive battery and quantitative MRI metrics [voxel-based morphometry (VBM) and diffusion tensor imaging (DTI)] in asymptomatic HIV-positive men who have sex with men (15 aged 20-40 years and 15 aged ≥ 50 years), and HIV-seronegative matched controls (nine aged 20-40 years and 16 aged ≥ 50 years). RESULTS Being HIV positive was associated with greater decreases in executive function and global cognition. Additionally, using DTI, we found that the HIV-positive group had a greater increase in mean diffusivity, but we did not find group differences in volume change using VBM. With respect to the HIV status by age group interaction, this was statistically significant for change in global cognition, with older HIV-positive individuals showing greater global cognitive decline, but there were no significant interaction effects on other measures. Lastly, change in cognitive performance was correlated with change in the DTI measures, and this effect was stronger for the HIV-positive participants. CONCLUSIONS In the present study, we found some evidence for accelerated ageing in HIV-positive individuals, with a statistically significant HIV status by age group interaction in global cognition, although this interaction could not be explained by the imaging findings. Moreover, we also found that change in cognitive performance was correlated with change in the DTI measures, and this effect was stronger for the HIV-positive participants. This will need replication in larger studies using a similarly lengthy follow-up period.
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Affiliation(s)
- B I Haynes
- King's College London (Institute of Psychiatry, Psychology and Neuroscience), London, UK
| | - M Pitkanen
- King's College London (Institute of Psychiatry, Psychology and Neuroscience), London, UK.,South London and Maudsley NHS Trust based at St Thomas' Hospital, London, UK
| | - R Kulasegaram
- Guy's and St Thomas' NHS Trust, St Thomas' Hospital, London, UK
| | - S J Casey
- King's College London (Institute of Psychiatry, Psychology and Neuroscience), London, UK
| | - M Schutte
- King's College London (Institute of Psychiatry, Psychology and Neuroscience), London, UK
| | - K Towgood
- King's College London (Institute of Psychiatry, Psychology and Neuroscience), London, UK
| | - B Peters
- King's College London (Institute of Psychiatry, Psychology and Neuroscience), London, UK.,South London and Maudsley NHS Trust based at St Thomas' Hospital, London, UK
| | - G J Barker
- King's College London (Institute of Psychiatry, Psychology and Neuroscience), London, UK
| | - M D Kopelman
- King's College London (Institute of Psychiatry, Psychology and Neuroscience), London, UK.,South London and Maudsley NHS Trust based at St Thomas' Hospital, London, UK
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38
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Martínez-Banfi M, Vélez JI, Perea MV, García R, Puentes-Rozo PJ, Mebarak Chams M, Ladera V. Neuropsychological performance in patients with asymptomatic HIV-1 infection. AIDS Care 2018; 30:623-633. [PMID: 29411628 DOI: 10.1080/09540121.2018.1428728] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Human immunodeficiency virus (HIV-1) infection and acquired immunodeficiency syndrome (AIDS) lead to neurocognitive disorders; however, there is still much knowledge to be gained regarding HIV-associated neurocognitive disorders. The purpose of this study was to assess the cognitive performance, instrumental activities of daily living, depression, and anxiety in patients with asymptomatic HIV-1 infections compared with seronegative participants without neurocognitive impairment. We studied a sample consisted of 60 patients with asymptomatic HIV-1 infections and 60 seronegative participants without neurocognitive impairment from the city of Barranquilla, Colombia, with a mean age of 36.07 years. A protocol of neuropsychological and psychopathological tests was applied to the participants. The group of patients with asymptomatic HIV infections significantly underperformed on tasks that assessed global cognitive screening, attention span, learning, phonemic verbal fluency, auditory-verbal comprehension, information processing speed, cognitive flexibility, and motor skills compared to the group of seronegative participants. No significant differences were found in memory, visual confrontation naming, vocabulary, inhibition, and instrumental activities of daily living. Additionally, the patients with asymptomatic HIV-1 infection had a higher anxiety index than the seronegative participants, but no significant difference was found in depression. A correlation was found between depression and anxiety. In conclusion, the patients with asymptomatic HIV-1 infection had lower cognitive performances than the seronegative participants in the cognitive functions mentioned above and more anxiety but still performed the instrumental activities of daily living.
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Affiliation(s)
- Martha Martínez-Banfi
- a Grupo de Neurociencias del Caribe , Universidad Simón Bolívar , Barranquilla , Colombia
| | - Jorge I Vélez
- b Departamento de Ingeniería Industrial , Universidad del Norte , Barranquilla , Colombia
| | - M Victoria Perea
- c Facultad de Psicología , Universidad de Salamanca , Salamanca , España
| | - Ricardo García
- c Facultad de Psicología , Universidad de Salamanca , Salamanca , España
| | - Pedro J Puentes-Rozo
- a Grupo de Neurociencias del Caribe , Universidad Simón Bolívar , Barranquilla , Colombia.,d Grupo de Neurociencias del Caribe, Universidad del Atlántico , Barranquilla , Colombia
| | | | - Valentina Ladera
- c Facultad de Psicología , Universidad de Salamanca , Salamanca , España
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Abstract
Human immunodeficiency virus (HIV) enters the brain early after infecting humans and may remain in the central nervous system despite successful antiretroviral treatment. Many neuroimaging techniques were used to study HIV+ patients with or without opportunistic infections. These techniques assessed abnormalities in brain structures (using computed tomography, structural magnetic resonance imaging (MRI), diffusion MRI) and function (using functional MRI at rest or during a task, and perfusion MRI with or without a contrast agent). In addition, single-photon emission computed tomography with various tracers (e.g., thallium-201, Tc99-HMPAO) and positron emission tomography with various agents (e.g., [18F]-dexoyglucose, [11C]-PiB, and [11C]-TSPO tracers), were applied to study opportunistic infections or HIV-associated neurocognitive disorders. Neuroimaging provides diagnoses and biomarkers to quantitate the severity of brain injury or to monitor treatment effects, and may yield insights into the pathophysiology of HIV infection. As the majority of antiretroviral-stable HIV+ patients are living longer, age-related comorbid disorders (e.g., additional neuroinflammation, cerebrovascular disorders, or other dementias) will need to be considered. Other highly prevalent conditions, such as substance use disorders, psychiatric illnesses, and the long-term effects of combined antiretroviral therapy, all may lead to additional brain injury. Neuroimaging studies could provide knowledge regarding how these comorbid conditions impact the HIV-infected brain. Lastly, specific molecular imaging agents may be needed to assess the central nervous system viral reservoir.
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Affiliation(s)
- Linda Chang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, United States; Department of Medicine and Department of Neurology, John A. Burns School of Medicine, University of Hawaii, Manoa, United States.
| | - Dinesh K Shukla
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, United States
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40
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Neural response to working memory demand predicts neurocognitive deficits in HIV. J Neurovirol 2017; 24:291-304. [PMID: 29280107 DOI: 10.1007/s13365-017-0607-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 10/31/2017] [Accepted: 11/20/2017] [Indexed: 01/14/2023]
Abstract
Human immunodeficiency virus (HIV) continues to have adverse effects on cognition and the brain in many infected people, despite a reduced incidence of HIV-associated dementia with combined antiretroviral therapy (cART). Working memory is often affected, along with attention, executive control, and cognitive processing speed. Verbal working memory (VWM) requires the interaction of each of the cognitive component processes along with a phonological loop for verbal repetition and rehearsal. HIV-related functional brain response abnormalities during VWM are evident in functional MRI (fMRI), though the neural substrate underlying these neurocognitive deficits is not well understood. The current study addressed this by comparing 24 HIV+ to 27 demographically matched HIV-seronegative (HIV-) adults with respect to fMRI activation on a VWM paradigm (n-back) relative to performance on two standardized tests of executive control, attention and processing speed (Stroop and Trail Making A-B). As expected, the HIV+ group had deficits on these neurocognitive tests compared to HIV- controls, and also differed in neural response on fMRI relative to neuropsychological performance. Reduced activation in VWM task-related brain regions on the 2-back was associated with Stroop interference deficits in HIV+ but not with either Trail Making A or B performance. Activation of the posterior cingulate cortex (PCC) of the default mode network during rest was associated with Hopkins Verbal Learning Test-2 (HVLT-2) learning in HIV+. These effects were not observed in the HIV- controls. Reduced dynamic range of neural response was also evident in HIV+ adults when activation on the 2-back condition was compared to the extent of activation of the default mode network during periods of rest. Neural dynamic range was associated with both Stroop and HVLT-2 performance. These findings provide evidence that HIV-associated alterations in neural activation induced by VWM demands and during rest differentially predict executive-attention and verbal learning deficits. That the Stroop, but not Trail Making was associated with VWM activation suggests that attentional regulation difficulties in suppressing interference and/or conflict regulation are a component of working memory deficits in HIV+ adults. Alterations in neural dynamic range may be a useful index of the impact of HIV on functional brain response and as a fMRI metric in predicting cognitive outcomes.
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41
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Barber TJ, Imaz A, Boffito M, Niubó J, Pozniak A, Fortuny R, Alonso J, Davies N, Mandalia S, Podzamczer D, Gazzard B. CSF inflammatory markers and neurocognitive function after addition of maraviroc to monotherapy darunavir/ritonavir in stable HIV patients: the CINAMMON study. J Neurovirol 2017; 24:98-105. [PMID: 29280108 DOI: 10.1007/s13365-017-0600-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 10/19/2017] [Accepted: 11/07/2017] [Indexed: 12/16/2022]
Abstract
CINAMMON is a phase IV, open-label, single-arm, pilot study assessing maraviroc (MVC) in the central nervous system (CNS) when added to darunavir/ritonavir monotherapy (DRV/r) in virologically suppressed HIV-infected subjects. CCR5 tropic participants on DRV/r were recruited. Participants remained on DRV/r for 12 week (w) (control phase). MVC 150 mg qd was added w12-w36 (intervention phase). Lumbar puncture (LP) and neurocognitive function (Cogstate) examinations scheduled at baseline, w12 and w36; MRI before w12, again at w36. Primary endpoint was CSF inflammatory marker changes during intervention phase. Secondary endpoints included changes in NC function and MRI parameters. CSF/plasma DRV/r concentrations measured at w12 and w36, MVC at w36. Nineteen patients recruited, 15 completed (17M, 2F). Dropouts: headache (2), knee problem (could not attend, 1), personal reasons (1). Mean age (range) 45.4 years (27.2-65.1), 13/19 white, 10/19 MSM. No changes in selected CSF markers were seen w12-w36. Overall NC function did not improve w12-w36: total age adjusted z score improved by 0.27 (weighted paired t test; p = 0.11); for executive function only, age adjusted z score improved by 0.54 (p = 0.03). MRI brain parameters unchanged. DRV plasma:CSF concentration ratio unchanged between w12 (132) and w36 (112; p = 0.577, Wilcoxon signed-rank). MVC plasma:CSF concentration ratio was 35 at w36. No changes in neuroinflammatory markers seen. In this small study, addition of 24w MVC 150 mg qd to stable DRV/r monotherapy showed possible improvement in executive function with no global NC effect. Learning effect cannot be excluded. This effect should be further evaluated.
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Affiliation(s)
- T J Barber
- Chelsea and Westminster NHS Foundation Trust and St Stephen's AIDS Trust, 4th Floor, St Stephen's Centre, Chelsea and Westminster Hospital, 369 Fulham Road, London, SW10 9NH, UK. .,Imperial College London, London, UK.
| | - A Imaz
- Bellvitge University Hospital, Barcelona, Spain
| | - M Boffito
- Chelsea and Westminster NHS Foundation Trust and St Stephen's AIDS Trust, 4th Floor, St Stephen's Centre, Chelsea and Westminster Hospital, 369 Fulham Road, London, SW10 9NH, UK.,Imperial College London, London, UK
| | - J Niubó
- Bellvitge University Hospital, Barcelona, Spain
| | - A Pozniak
- Chelsea and Westminster NHS Foundation Trust and St Stephen's AIDS Trust, 4th Floor, St Stephen's Centre, Chelsea and Westminster Hospital, 369 Fulham Road, London, SW10 9NH, UK
| | - R Fortuny
- Bellvitge University Hospital, Barcelona, Spain
| | - J Alonso
- Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - N Davies
- Chelsea and Westminster NHS Foundation Trust and St Stephen's AIDS Trust, 4th Floor, St Stephen's Centre, Chelsea and Westminster Hospital, 369 Fulham Road, London, SW10 9NH, UK.,Imperial College London, London, UK
| | - S Mandalia
- Chelsea and Westminster NHS Foundation Trust and St Stephen's AIDS Trust, 4th Floor, St Stephen's Centre, Chelsea and Westminster Hospital, 369 Fulham Road, London, SW10 9NH, UK.,Imperial College London, London, UK
| | | | - B Gazzard
- Chelsea and Westminster NHS Foundation Trust and St Stephen's AIDS Trust, 4th Floor, St Stephen's Centre, Chelsea and Westminster Hospital, 369 Fulham Road, London, SW10 9NH, UK.,Imperial College London, London, UK
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Corrêa DG, Zimmermann N, Ventura N, Tukamoto G, Doring T, Leite SC, Fonseca RP, Bahia PR, Lopes FC, Gasparetto EL. Longitudinal evaluation of resting-state connectivity, white matter integrity and cortical thickness in stable HIV infection: Preliminary results. Neuroradiol J 2017; 30:535-545. [PMID: 29068256 DOI: 10.1177/1971400917739273] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Purpose The objectives of this study were to determine if HIV-infected patients treated with highly active antiretroviral therapy (HAART), without dementia, suffer from longitudinal gray matter (GM) volume loss, changes in white matter (WM) integrity and deterioration in functional connectivity at rest, in an average interval of 30 months. Methods Clinically stable HIV-positive patients (on HAART, CD4 + T lymphocyte > 200 cells/μl, and viral loads <50 copies/μl) were recruited. None of them had HIV-associated dementia. Each patient underwent two scans, performed in a 1.5-T magnetic resonance imaging (MRI) scanner. FreeSurfer was used to perform cortical volumetric reconstruction and segmentation of GM structures. WM integrity was assessed using tract-based spatial statistics to post-process diffusion tensor imaging data, and FMRIB's Software Library tools were used to post-process resting-state functional magnetic resonance imaging (RS-fMRI). Results There were no significant differences in cortical thickness, deep GM volumes, or diffusivity parameters between the scans at the two time points. Five resting-state networks were identified in our patients. In the second MRI, HIV-positive patients presented increased areas of functional connectivity in visual pathways, frontoparietal and cerebellar networks, compared with the first MRI (considering p < 0.05). Conclusions RS-fMRI revealed potentially compensatory longitudinal alterations in the brains of HIV-positive patients, attempting to compensate for brain damage related to the infection.
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Affiliation(s)
- Diogo G Corrêa
- 1 Department of Radiology, Hospital Universitário Clementino Fraga Filho, 28125 Federal University of Rio de Janeiro , Brazil
- 2 499470 Clínica de Diagnóstico por Imagem (CDPI) , Brazil
| | - Nicolle Zimmermann
- 1 Department of Radiology, Hospital Universitário Clementino Fraga Filho, 28125 Federal University of Rio de Janeiro , Brazil
- 3 Department of Psychology, Pontifical Catholic University of Rio Grande do Sul, Brazil
| | - Nina Ventura
- 2 499470 Clínica de Diagnóstico por Imagem (CDPI) , Brazil
- 4 Department of Radiology, Hospital Universitário Antônio Pedro, Federal Fluminense University, Brazil
| | | | - Thomas Doring
- 2 499470 Clínica de Diagnóstico por Imagem (CDPI) , Brazil
| | - Sarah Cb Leite
- 1 Department of Radiology, Hospital Universitário Clementino Fraga Filho, 28125 Federal University of Rio de Janeiro , Brazil
| | - Rochele P Fonseca
- 1 Department of Radiology, Hospital Universitário Clementino Fraga Filho, 28125 Federal University of Rio de Janeiro , Brazil
- 3 Department of Psychology, Pontifical Catholic University of Rio Grande do Sul, Brazil
| | - Paulo Rv Bahia
- 1 Department of Radiology, Hospital Universitário Clementino Fraga Filho, 28125 Federal University of Rio de Janeiro , Brazil
| | - Fernanda Cr Lopes
- 2 499470 Clínica de Diagnóstico por Imagem (CDPI) , Brazil
- 4 Department of Radiology, Hospital Universitário Antônio Pedro, Federal Fluminense University, Brazil
| | - Emerson L Gasparetto
- 1 Department of Radiology, Hospital Universitário Clementino Fraga Filho, 28125 Federal University of Rio de Janeiro , Brazil
- 2 499470 Clínica de Diagnóstico por Imagem (CDPI) , Brazil
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Incidence of Neurological Disorders Among HIV-Infected Individuals With Universal Health Care in Taiwan From 2000 to 2010. J Acquir Immune Defic Syndr 2017; 75:509-516. [PMID: 28520614 DOI: 10.1097/qai.0000000000001448] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To determine the incidence of and factors associated with neurological disorders in a large Taiwanese cohort of HIV-infected persons with free access to highly active antiretroviral therapy (HAART). DESIGN A retrospective population-based cohort study was conducted using the National Health Insurance Research Database for the years 2000-2010. METHODS We identified 13,316 HIV-positive persons from 2000 through 2010. We used direct standardization to calculate age-adjusted and sex-adjusted incidence rates based on the 2000 World Health Organization world standard population. Factors associated with neurological disorders were analyzed using a Cox proportional hazards model. RESULTS The standardized incidence of neurological disorders among HIV-infected persons increased from 22.16 per 1000 person-years in 2000 to 25.23 per 1000 person-years in 2010. Cognitive disorders increased significantly from 0.36 per 1000 person-years in 2001 to 7.44 per 1000 person-years in 2010 (trend P < 0.001). The rate of neurological disorders increased with age ≥55 years [adjusted hazard ratios (AHRs) 2.54, 95% confidence interval (CI): 1.89 to 3.40], hypertension (AHR 1.41, 95% CI: 1.12 to 1.76), substance abuse (AHR 1.65, 95% CI: 1.36 to 2.02), opportunistic infection (AHR 1.76, 95% CI: 1.47 to 2.11), syphilis (AHR 1.27, 95% CI: 1.10 to 1.47), and emergency department visits >5 (AHR 2.41, 95% CI: 1.96 to 2.97). The incidence of neurological disorders was negatively associated with adherence to HAART (adherence ≥85% AHR: 0.79, 95% CI: 0.64 to 0.97). CONCLUSIONS The rising incidence of cognitive disorders among HIV-positive persons highlights the need to provide routine neurological evaluations at clinical visits. Receiving HAART with adherence ≥85% contributes to a reduced risk of neurological disorders.
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Progressive Brain Atrophy Despite Persistent Viral Suppression in HIV Patients Older Than 60 Years. J Acquir Immune Defic Syndr 2017. [PMID: 28650401 DOI: 10.1097/qai.0000000000001489] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND Current HIV treatments are successful at suppressing plasma HIV RNA to undetectable levels for most adherent patients. Yet, emerging evidence suggests that viral suppression will inadequately control inflammation and mitigate risk for progressive brain injury. We sought to quantify differences in longitudinal brain atrophy rates among older virally suppressed HIV-infected participants compared with that of healthy aging participants. METHODS We examined longitudinal structural brain magnetic resonance imaging atrophy rates using region of interest assessments and voxel-wise tensor-based morphometry in HIV-infected participants older than 60 years (n = 38) compared with age-matched HIV-uninfected healthy and cognitively normal controls (n = 24). RESULTS The mean age of participants was 63 years, the mean estimated duration of infection was 21 years, and the median duration of documented viral suppression was 3.2 years. Average proximal and nadir CD4 counts were 550 and 166, respectively; 15/38 (39%) met criteria for HIV-associated neurocognitive disorder. In models adjusting for age and sex, HIV serostatus was associated with more rapid average annualized rates of atrophy in the cerebellum (0.42% vs. 0.02%, P = 0.016), caudate (0.74% vs. 0.03%, P = 0.012), frontal lobe (0.48% vs. 0.01%, P = 0.034), total cortical gray matter (0.65% vs. 0.16%, P = 0.027), brainstem (0.31% vs. 0.01%, P = 0.026), and pallidum (0.73% vs. 0.39%, P = 0.046). Among those with HIV, atrophy rates did not differ statistically by cognitive status. CONCLUSIONS Despite persistent control of plasma viremia, these older HIV-infected participants demonstrate more rapid progressive brain atrophy when compared with healthy aging. Either HIV or other factors that differ between older HIV-infected participants and healthy controls could be responsible for these differences.
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Rahimian P, He JJ. HIV/neuroAIDS biomarkers. Prog Neurobiol 2017; 157:117-132. [PMID: 27084354 PMCID: PMC5705228 DOI: 10.1016/j.pneurobio.2016.04.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Revised: 04/01/2016] [Accepted: 04/08/2016] [Indexed: 12/12/2022]
Abstract
HIV infection often causes neurological symptoms including cognitive and motor dysfunction, which have been collectively termed HIV/neuroAIDS. Neuropsychological assessment and clinical symptoms have been the primary diagnostic criteria for HIV/neuroAIDS, even for the mild cognitive and motor disorder, the most prevalent form of HIV/neuroAIDS in the era of combination antiretroviral therapy. Those performance-based assessments and symptoms are generally descriptive and do not have the sensitivity and specificity to monitor the diagnosis, progression, and treatment response of the disease when compared to objective and quantitative laboratory-based biological markers, or biomarkers. In addition, effects of demographics and comorbidities such as substance abuse, psychiatric disease, nutritional deficiencies, and co-infection on HIV/neuroAIDS could be more readily determined using biomarkers than using neuropsychological assessment and clinical symptoms. Thus, there have been great efforts in identification of HIV/neuroAIDS biomarkers over the past two decades. The need for reliable biomarkers of HIV/neuroAIDS is expected to increase as the HIV-infected population ages and their vulnerability to neurodegenerative diseases, particularly Alzheimer's disease increases. Currently, three classes of HIV/neuroAIDS biomarkers are being pursued to establish objective laboratory-based definitions of HIV-associated neurologic injury: cerebrospinal fluid biomarkers, blood biomarkers, and neuroimaging biomarkers. In this review, we will focus on the current knowledge in the field of HIV/neuroAIDS biomarker discovery.
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Affiliation(s)
- Pejman Rahimian
- Department of Cell Biology and Immunology, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, Fort Worth, TX 76107, United States
| | - Johnny J He
- Department of Cell Biology and Immunology, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, Fort Worth, TX 76107, United States.
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Motor-related brain abnormalities in HIV-infected patients: a multimodal MRI study. Neuroradiology 2017; 59:1133-1142. [PMID: 28889255 DOI: 10.1007/s00234-017-1912-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Accepted: 08/22/2017] [Indexed: 12/11/2022]
Abstract
PURPOSE It is generally believed that HIV infection could cause HIV-associated neurocognitive disorders (HAND) across a broad range of functional domains. Some of the most common findings are deficits in motor control. However, to date no neuroimaging studies have evaluated basic motor control in HIV-infected patients using a multimodal approach. METHODS In this study, we utilized high-resolution structural imaging and task-state functional magnetic resonance imaging (fMRI) to assess brain structure and motor function in a homogeneous cohort of HIV-infected patients. RESULTS We found that HIV-infected patients had significantly reduced gray matter (GM) volume in cortical regions, which are involved in motor control, including the bilateral posterior insula cortex, premotor cortex, and supramarginal gyrus. Increased activation in bilateral posterior insula cortices was also demonstrated by patients during hand movement tasks compared with healthy controls. More importantly, the reduced GM in bilateral posterior insula cortices was spatially coincident with abnormal brain activation in HIV-infected patients. In addition, the results of partial correlation analysis indicated that GM reduction in bilateral posterior insula cortices and premotor cortices was significantly correlated with immune system deterioration. CONCLUSION This study is the first to demonstrate spatially coincident GM reduction and abnormal activation during motor performance in HIV-infected patients. Although it remains unknown whether the brain deficits can be recovered, our findings may yield new insights into neurologic injury underlying motor dysfunction in HAND.
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Abstract
PURPOSE OF REVIEW As of the year 2016, an estimated 50% of the United States' HIV-Positive population is aged 50 years or older. Due to a combination of increased rates of infection in older adults, and successful anti-retroviral (ART) regimens allowing HIV-positive adults to survive for decades with the disease, we are now faced with a steadily graying HIV-positive population, with only limited knowledge of how the cognitive and physiological effects of aging intersect with those of chronic HIV-infection. RECENT FINDINGS Age-related changes to mood, cognition, and neurological health may be experienced differently in those living with HIV, and research concerning quality of life, mental health, and cognitive aging needs to account for and explore these factors more carefully in the coming years. SUMMARY This review will explore the topic of cognitive aging with HIV: 1. Central nervous system (CNS) infection of HIV and how the virus affects brain integrity and function; 2. Cognitive and behavioral symptoms of HIV-Associated Neurocognitive Disorders (HAND); 3. Neurobiological theories of Cognitive Aging and how these processes may be exacerbated by HIV-infection; 4: Clinical implications and complications of aging with HIV and factors that may result in poorer cognitive outcomes.
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Affiliation(s)
| | - Paul Newhouse
- Vanderbilt University Center for Cognitive Medicine.,Veterans Affairs Tennessee Valley Healthcare System Geriatric Research, Education, and Clinical Center (VA TVHS GRECC)
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Zhan Y, Buckey JC, Fellows AM, Shi Y. Magnetic Resonance Imaging Evidence for Human Immunodeficiency Virus Effects on Central Auditory Processing: A Review. ACTA ACUST UNITED AC 2017; 8. [PMID: 28890843 PMCID: PMC5589342 DOI: 10.4172/2155-6113.1000708] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
New research suggests that individuals with human immunodeficiency virus (HIV) have central auditory processing deficits. To review the evidence for HIV affecting parts of the central nervous system involved in central auditory processing, we performed a systematic review of the literature. The objective was to determine whether existing studies show evidence for damage to structures associated with central auditory pathways in HIV. We searched PubMed for papers that used structural magnetic resonance imaging (MRI), diffusion tensor imaging, magnetic resonance spectroscopy or functional MRI in individuals infected with HIV. The review showed that HIV affects several areas involved in central auditory processing particularly the thalamus, internal capsule and temporal cortex. These findings support the idea that HIV can affect central auditory pathways and support the potential use of central auditory tests as a way to assess central nervous system effects of HIV.
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Affiliation(s)
- Yi Zhan
- Department of Radiology, Shanghai Public Health Clinic Center, Fudan University, Shanghai, China
| | - Jay C Buckey
- Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | | | - Yuxin Shi
- Department of Radiology, Shanghai Public Health Clinic Center, Fudan University, Shanghai, China
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Topographies of Cortical and Subcortical Volume Loss in HIV and Aging in the cART Era. J Acquir Immune Defic Syndr 2017; 73:374-383. [PMID: 27454251 DOI: 10.1097/qai.0000000000001111] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVES Studies of HIV-associated brain atrophy often focus on a priori brain regions of interest, which can introduce bias. A data-driven, minimally biased approach was used to analyze changes in brain volumetrics associated with HIV and their relationship to aging, viral factors, combination antiretroviral therapy (cART), and gender, and smoking. DESIGN A cross-sectional study of 51 HIV-uninfected (HIV-) and 146 HIV-infected (HIV+) participants. METHODS Structural MRI of participants was analyzed using principal component analysis (PCA) to reduce dimensionality and determine topographies of volumetric changes. Neuropsychological (NP) assessment was examined using global and domain-specific scores. The effects of HIV disease factors (eg, viral load, CD4, etc.) on brain volumes and neuropsychological were investigated using penalized regression (LASSO). RESULTS Two components of interest were visualized using principal component analysis. An aging effect predominated for both components. The first component, a cortically weighted topography, accounted for a majority of variance across participants (43.5% of variance) and showed independent effects of HIV and smoking. A secondary, subcortically weighted topography (4.6%) showed HIV-status accentuated age-related volume loss. In HIV+ patients, the cortical topography correlated with global neuropsychological scores and nadir CD4, whereas subcortical volume loss was associated with recent viral load. CONCLUSIONS Cortical regions showed the most prominent volumetric changes because of aging and HIV. Within HIV+ participants, cortical volumes were associated with immune history, whereas subcortical changes correlated with current immune function. Cognitive function was primarily associated with cortical volume changes. Observed volumetric changes in chronic HIV+ patients may reflect both past infection history and current viral status.
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50
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Cole JH, Underwood J, Caan MWA, De Francesco D, van Zoest RA, Leech R, Wit FWNM, Portegies P, Geurtsen GJ, Schmand BA, Schim van der Loeff MF, Franceschi C, Sabin CA, Majoie CBLM, Winston A, Reiss P, Sharp DJ. Increased brain-predicted aging in treated HIV disease. Neurology 2017; 88:1349-1357. [PMID: 28258081 PMCID: PMC5379929 DOI: 10.1212/wnl.0000000000003790] [Citation(s) in RCA: 155] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 01/17/2017] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVE To establish whether HIV disease is associated with abnormal levels of age-related brain atrophy, by estimating apparent brain age using neuroimaging and exploring whether these estimates related to HIV status, age, cognitive performance, and HIV-related clinical parameters. METHODS A large sample of virologically suppressed HIV-positive adults (n = 162, age 45-82 years) and highly comparable HIV-negative controls (n = 105) were recruited as part of the Comorbidity in Relation to AIDS (COBRA) collaboration. Using T1-weighted MRI scans, a machine-learning model of healthy brain aging was defined in an independent cohort (n = 2,001, aged 18-90 years). Neuroimaging data from HIV-positive and HIV-negative individuals were then used to estimate brain-predicted age; then brain-predicted age difference (brain-PAD = brain-predicted brain age - chronological age) scores were calculated. Neuropsychological and clinical assessments were also carried out. RESULTS HIV-positive individuals had greater brain-PAD score (mean ± SD 2.15 ± 7.79 years) compared to HIV-negative individuals (-0.87 ± 8.40 years; 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.
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Affiliation(s)
- James H Cole
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy.
| | - Jonathan Underwood
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Matthan W A Caan
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Davide De Francesco
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Rosan A van Zoest
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Robert Leech
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Ferdinand W N M Wit
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Peter Portegies
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Gert J Geurtsen
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Ben A Schmand
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Maarten F Schim van der Loeff
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Claudio Franceschi
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Caroline A Sabin
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Charles B L M Majoie
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Alan Winston
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Peter Reiss
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - David J Sharp
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
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