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Landler KK, Schantell M, Glesinger R, Horne LK, Embury CM, Son JJ, Arif Y, Coutant AT, Garrison GM, McDonald KM, John JA, Okelberry HJ, Ward TW, Killanin AD, Kubat M, Furl RA, O'Neill J, Bares SH, May-Weeks PE, Becker JT, Wilson TW. People with HIV exhibit spectrally distinct patterns of rhythmic cortical activity serving cognitive flexibility. Neurobiol Dis 2024; 201:106680. [PMID: 39326464 PMCID: PMC11525061 DOI: 10.1016/j.nbd.2024.106680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 09/17/2024] [Accepted: 09/23/2024] [Indexed: 09/28/2024] Open
Abstract
Despite effective antiretroviral therapy, cognitive impairment remains prevalent among people with HIV (PWH) and decrements in executive function are particularly prominent. One component of executive function is cognitive flexibility, which integrates a variety of executive functions to dynamically adapt one's behavior in response to changing contextual demands. Though substantial work has illuminated HIV-related aberrations in brain function, it remains unclear how the neural oscillatory dynamics serving cognitive flexibility are affected by HIV-related alterations in neural functioning. Herein, 149 participants (PWH: 74; seronegative controls: 75) between the ages of 29-76 years completed a perceptual feature matching task that probes cognitive flexibility during high-density magnetoencephalography (MEG). Neural responses were decomposed into the time-frequency domain and significant oscillatory responses in the theta (4-8 Hz), alpha (10-16 Hz), and gamma (74-98 Hz) spectral windows were imaged using a beamforming approach. Whole-brain voxel-wise comparisons were then conducted on these dynamic functional maps to identify HIV-related differences in the neural oscillatory dynamics supporting cognitive flexibility. Our findings indicated group differences in alpha oscillatory activity in the cingulo-opercular cortices, and differences in gamma activity were found in the cerebellum. Across all participants, alpha and gamma activity in these regions were associated with performance on the cognitive flexibility task. Further, PWH who had been treated with antiretroviral therapy for a longer duration and those with higher current CD4 counts had alpha responses that more closely resembled those of seronegative controls, suggesting that optimal clinical management of HIV infection is associated with preserved neural dynamics supporting cognitive flexibility.
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Affiliation(s)
- Katherine K Landler
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Mikki Schantell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Ryan Glesinger
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Lucy K Horne
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Jake J Son
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Yasra Arif
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Anna T Coutant
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Grant M Garrison
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Kellen M McDonald
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA
| | - Jason A John
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Hannah J Okelberry
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Thomas W Ward
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA
| | - Abraham D Killanin
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA
| | - Maureen Kubat
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Renae A Furl
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Jennifer O'Neill
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | - Sara H Bares
- Department of Internal Medicine, Division of Infectious Diseases, UNMC, Omaha, NE, USA
| | | | - James T Becker
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA; College of Medicine, University of Nebraska Medical Center (UNMC), Omaha, NE, USA; Department of Pharmacology & Neuroscience, Creighton University, Omaha, NE, USA.
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Fama R, Sassoon SA, Müller-Oehring EM, Saranathan M, Pohl KM, Zahr NM, Pfefferbaum A, Sullivan EV. Anterior and posterior thalamic volumes differentially correlate with memory, attention, and motor processes in HIV infection and alcohol use disorder comorbidity. Brain Res Bull 2024; 217:111085. [PMID: 39343322 DOI: 10.1016/j.brainresbull.2024.111085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 09/16/2024] [Accepted: 09/19/2024] [Indexed: 10/01/2024]
Abstract
The thalamus, with its reciprocal connections to and from cortical, subcortical, and cerebellar regions, is a central active participant in multiple functional brain networks. Structural MRI studies measuring the entire thalamus without respect to its regional or nuclear divisions report volume shrinkage in diseases including HIV infection, alcohol use disorder (AUD), and their comorbidity (HIV+AUD). Here, we examined relations between thalamic subregions (anterior, ventral, medial, and posterior) and neuropsychological functions (attention/working memory, executive functioning, episodic memory, and motor skills). Volumes of thalamic subregions were derived from automatic segmentations of standard T1 weighted MRIs of 65 individuals with HIV, 189 with AUD, 80 with HIV+AUD comorbidity, and 141 healthy controls (CTRL). Total thalamic volume was smaller and cognitive and motor composite scores were lower in the three diagnostic groups relative to the CTRL group. The AUD and HIV+AUD groups had significantly smaller thalamic subregional volumes than the CTRL group. The HIV+AUD group had smaller anterior thalamic volume than the HIV-only group and smaller ventral thalamic volume than the AUD-only group. In the HIV+AUD group, memory scores correlated with anterior thalamic volumes, attention/working memory scores correlated with posterior and medial thalamic volumes, and motor skill scores correlated with posterior thalamic volumes. Exploratory analyses focused on the HIV+AUD group indicated that within the posterior thalamic region, the pulvinar and medial geniculate nuclei were related to attention/working memory scores, and the pulvinar was related to motor skills scores. This study is novel in locating volume deficits in specific thalamic subregions, in addition to the thalamus as a whole, in HIV, AUD, and their comorbidity and in identifying functional ramifications of these deficits. Taken together, this study highlights the relevance of thalamic subregional volume deficits to dissociable cognitive and motor processes.
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Affiliation(s)
- Rosemary Fama
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA; Center for Health Sciences, SRI International, Menlo Park, CA, USA.
| | - Stephanie A Sassoon
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA; Center for Health Sciences, SRI International, Menlo Park, CA, USA
| | - Eva M Müller-Oehring
- Center for Health Sciences, SRI International, Menlo Park, CA, USA; Department of Neurology, Stanford University School of Medicine, Stanford, CA, USA
| | - Manojkumar Saranathan
- Department of Radiology, University of Massachusetts Chan School of Medicine, Worcester, MA, USA
| | - Kilian M Pohl
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Natalie M Zahr
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA; Center for Health Sciences, SRI International, Menlo Park, CA, USA
| | - Adolf Pfefferbaum
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA; Center for Health Sciences, SRI International, Menlo Park, CA, USA
| | - Edith V Sullivan
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
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Otero HJ, Miranda-Schaeubinger M, Schenkel SR, Ramirez-Suarez KI, Cerron-Vela CR, Wannasarnmetha M, Kgole SW, Masasa G, Ngwaca M, Phale B, Ralegoreng T, Makhema JM, Mokane T, Lowenthal ED, Powis KM. Feasibility of Brain Ultrasound Performed by Nurses in the Evaluation of Newborns Who Are HIV Exposed in Utero and Uninfected: A Pilot Study in Botswana. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1039. [PMID: 39334572 PMCID: PMC11430686 DOI: 10.3390/children11091039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 08/20/2024] [Accepted: 08/23/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Children who are exposed to HIV in utero but are uninfected (HIV-exposed uninfected or HEU) are at higher risk of neurodevelopmental delays compared to children born to persons without HIV. Magnetic resonance imaging (MRI) studies have revealed differences in grey matter volumes, cerebral perfusion, and white matter changes in these children. However, MRI is costly and not widely available in areas with high HIV prevalence, like Botswana, where more than 15% of children are HEU. To address this, we explored the use of brain ultrasound, conducted by trained study nurses, as a safe, less costly, and accurate alternative method for assessing differences relating to HIV exposure status in the brain structures of neonates. METHODS Brain ultrasounds of newborns in the Following Longitudinal Outcomes to Understand, Report, Intervene and Sustain Health for Infants, Children, Adolescents who are HIV Exposed Uninfected (FLOURISH) observational study-comprising 35 HEU newborns and 24 HIV-unexposed (HU) newborns-were performed by study nurses and evaluated by a pediatric radiologist for quality and structural abnormalities, such as calcifications, cysts, and hemorrhages. Two radiologists measured extra-axial cerebrospinal fluid spaces, ventricles, and the corpus callosum. RESULTS Ultrasound studies of 59 newborns (59% boys; median gestational age 38.4 weeks) were completed. All studies were of diagnostic quality, with 90.2% rated as being of good or excellent quality. Structural abnormalities were rare (10.2% incidence) and did not differ by HIV exposure group. Corpus callosum length was shorter in HEU infants compared to HU infants (45.7 mm vs. 47.3 mm; p = 0.03). Other ventricular and corpus callosum measurements showed no significant variations. CONCLUSIONS Brain ultrasounds conducted by study nurses are feasible and reveal differences in corpus callosum length between HEU and HU infants. The benefits of easier training, lower cost, and rapid deployment make ultrasound a promising screening tool in resource-limited settings.
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Affiliation(s)
- Hansel J Otero
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA 19104, USA
- Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Monica Miranda-Schaeubinger
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Sara Rae Schenkel
- Division of Pediatric Global Health, Massachusetts General Hospital, Boston, MA 02115, USA
| | - Karen I Ramirez-Suarez
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Carmen R Cerron-Vela
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Mix Wannasarnmetha
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Samuel W Kgole
- Botswana Harvard Health Partnership, Gaborone Private Bag BO 320, Botswana
| | - Gosego Masasa
- Botswana Harvard Health Partnership, Gaborone Private Bag BO 320, Botswana
| | - Martha Ngwaca
- Botswana Harvard Health Partnership, Gaborone Private Bag BO 320, Botswana
| | - Boitshepo Phale
- Botswana Harvard Health Partnership, Gaborone Private Bag BO 320, Botswana
| | - Thuto Ralegoreng
- Botswana Harvard Health Partnership, Gaborone Private Bag BO 320, Botswana
- Ministry of Health, Gaborone Private Bag BO 0038, Botswana
| | - Joseph M Makhema
- Botswana Harvard Health Partnership, Gaborone Private Bag BO 320, Botswana
| | - Thuso Mokane
- Botswana Harvard Health Partnership, Gaborone Private Bag BO 320, Botswana
| | - Elizabeth D Lowenthal
- Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kathleen M Powis
- Botswana Harvard Health Partnership, Gaborone Private Bag BO 320, Botswana
- Department of Internal Medicine and Pediatrics, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
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Cooley SA, Petersen KJ, Tice C, Langford D, Burdo TH, Roman J, Ances BM. Relationships between plasma neurofilament light chain protein, cognition, and brain aging in people with HIV. AIDS 2024; 38:955-962. [PMID: 38329137 PMCID: PMC11062811 DOI: 10.1097/qad.0000000000003861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
OBJECTIVE Neurofilament light chain protein (NfL) is a marker of neuronal injury and neurodegeneration. Typically assessed in cerebrospinal fluid, recent advances have allowed this biomarker to be more easily measured in plasma. This study assesses plasma NfL in people with HIV (PWH) compared with people without HIV (PWoH), and its relationship with cognitive impairment, cardiovascular risk, and a neuroimaging metric of brain aging [brain-age gap (BAG)]. DESIGN One hundred and four PWH (HIV RNA <50 copies/ml) and 42 PWoH provided blood samples and completed a cardiovascular risk score calculator, neuroimaging, and cognitive testing. METHOD Plasma NfL was compared between PWoH and PWH and assessed for relationships with age, HIV clinical markers, cardiovascular disease risk, cognition, and BAG (difference between a brain-predicted age and chronological age). RESULTS Plasma NfL was not significantly different between PWoH and PWH. Higher NfL related to increasing age in both groups. Plasma NfL was not associated with typical HIV disease variables. Within PWH, NfL was higher with higher cardiovascular risk, cognitive impairment and a greater BAG. CONCLUSION Virally suppressed PWH who are cognitively normal likely do not have significant ongoing neurodegeneration, as evidenced by similar plasma NfL compared with PWoH. However, NfL may represent a biomarker of cognitive impairment and brain aging in PWH. Further research examining NfL with longitudinal cognitive decline is needed to understand this relationship more fully.
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Affiliation(s)
- Sarah A Cooley
- Department of Neurology, Washington University in St. Louis, St. Louis, MO
| | - Kalen J Petersen
- Department of Neurology, Washington University in St. Louis, St. Louis, MO
| | | | | | - Tricia H Burdo
- Department of Microbiology, Immunology, and Inflammation, Center for Neurovirology and Gene Editing, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, USA
| | - June Roman
- Department of Neurology, Washington University in St. Louis, St. Louis, MO
| | - Beau M Ances
- Department of Neurology, Washington University in St. Louis, St. Louis, MO
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Liu Z, Julius P, Mudenda V, Kang G, Del Valle L, West JT, Wood C. Limited HIV-associated neuropathologies and lack of immune activation in sub-saharan African individuals with late-stage subtype C HIV-1 infection. J Neurovirol 2024; 30:303-315. [PMID: 38943022 DOI: 10.1007/s13365-024-01219-6] [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: 03/19/2024] [Revised: 06/04/2024] [Accepted: 06/07/2024] [Indexed: 06/30/2024]
Abstract
Although previous studies have suggested that subtype B HIV-1 proviruses in the brain are associated with physiological changes and immune activation accompanied with microgliosis and astrogliosis, and indicated that both HIV-1 subtype variation and geographical location might influence the neuropathogenicity of HIV-1 in the brain. The natural course of neuropathogenesis of the most widespread subtype C HIV-1 has not been adequately investigated, especially for people living with HIV (PLWH) in sub-Saharan Africa. To characterize the natural neuropathology of subtype C HIV-1, postmortem frontal lobe and basal ganglia tissues were collected from nine ART-naïve individuals who died of late-stage AIDS with subtype C HIV-1 infection, and eight uninfected deceased individuals as controls. Histological staining was performed on all brain tissues to assess brain pathologies. Immunohistochemistry (IHC) against CD4, p24, Iba-1, GFAP, and CD8 in all brain tissues was conducted to evaluate potential viral production and immune activation. Histological results showed mild perivascular cuffs of lymphocytes only in a minority of the infected individuals. Viral capsid p24 protein was only detected in circulating immune cells of one infected individual, suggesting a lack of productive HIV-1 infection of the brain even at the late-stage of AIDS. Notably, similar levels of Iba-1 or GFAP between HIV + and HIV- brain tissues indicated a lack of microgliosis and astrogliosis, respectively. Similar levels of CD8 + cytotoxic T lymphocyte (CTL) infiltration between HIV + and HIV- brain tissues indicated CTL were not likely to be involved within subtype C HIV-1 infected participants of this cohort. Results from this subtype C HIV-1 study suggest that there is a lack of productive infection and limited neuropathogenesis by subtype C HIV-1 even at late-stage disease, which is in contrast to what was reported for subtype B HIV-1 by other investigators.
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Affiliation(s)
- Zhou Liu
- Nebraska Center for Virology, School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE, USA
- Department of Interdisciplinary Oncology, Louisiana Cancer Research Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Peter Julius
- Department of Pathology and Microbiology, University of Zambia School of Medicine, Lusaka, Zambia
| | - Victor Mudenda
- Department of Pathology, University Teaching Hospital, Lusaka, Zambia
| | - Guobin Kang
- Department of Interdisciplinary Oncology, Louisiana Cancer Research Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Luis Del Valle
- Department of Pathology and Medicine, Louisiana Cancer Research Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - John T West
- Department of Interdisciplinary Oncology, Louisiana Cancer Research Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Charles Wood
- Nebraska Center for Virology, School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE, USA.
- Department of Interdisciplinary Oncology, Louisiana Cancer Research Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA.
- , 1700 Tulane Avenue, LCRC Rm 614, New Orleans, LA, 70112, USA.
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Mete AÖ, Bayar Muluk N, Şahan MH, Karaoğlan I. Evaluation of peripheral and central olfactory pathways in HIV-infected patients by MRI. Clin Radiol 2024; 79:e295-e304. [PMID: 38030506 DOI: 10.1016/j.crad.2023.10.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 12/01/2023]
Abstract
AIM To investigate peripheral and central olfactory pathways using cranial magnetic resonance imaging (MRI) in human immunodeficiency virus (HIV)-infected patients. MATERIALS AND METHODS The cranial MRI images of 37 HIV-infected adult patients and 37 adults without HIV infection having normal cranial MRI results were included in the study. In both groups, olfactory bulb (OB) volume and olfactory sulcus (OS) depth; and insular gyrus and corpus amygdala areas were measured using cranial MRI. In the HIV group, disease duration, HIV RNA, and CD4 lymphocyte count and levels as a percentage were also recorded. RESULTS The HIV group had significantly lower bilateral OB volumes, insular gyrus and corpus amygdala areas compared to the control group. The HIV group showed positive correlations between OB volumes, OS depths, insular gyrus, and corpus amygdala areas bilaterally. Increases in OB volumes and OS depths were associated with an increase in the insular gyrus area. The corpus amygdala and insular gyrus areas increased similarly. There was no significant correlation between age, gender, disease duration, CD4 lymphocyte count and per cent, HIV RNA values, and the measurement values of the central and peripheral olfactory regions. CONCLUSION A decrease in olfactory regions of OB, insular gyrus, and corpus amygdala in HIV-infected patients shows that HIV infection may cause olfactory impairment. There is no correlation between disease duration and olfactory impairment. It may be related to neuroinflammation, HIV-related brain atrophy, acquired immunodeficiency syndrome (AIDS) dementia complex, or neurocognitive impairment, which are the other explanations for the olfactory impairment in HIV. The possible toxicity from antiretroviral therapy (ART) may be another cause that should be investigated further.
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Affiliation(s)
- A Ö Mete
- Infectious Diseases and Clinical Microbiology Department, Faculty of Medicine, Gaziantep University, Gaziantep, Turkey
| | - N Bayar Muluk
- ENT Department, Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey.
| | - M H Şahan
- Radiology Department, Faculty of Medicine, Gaziantep University, Gaziantep, Turkey
| | - I Karaoğlan
- Infectious Diseases and Clinical Microbiology Department, Faculty of Medicine, Gaziantep University, Gaziantep, Turkey
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Wang Y, Wu G, Wen Z, Lei H, Lin F. Highly active antiretroviral therapy-related effects on morphological connectivity in HIV. AIDS 2024; 38:207-215. [PMID: 37861678 DOI: 10.1097/qad.0000000000003759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2023]
Abstract
OBJECTIVE Suboptimal concentration of the antiretroviral drug is insufficient to inhibit HIV destruction on brain structure and function due to the resistance of blood brain barrier. We aimed to investigate highly active antiretroviral therapy (HAART)-related effects on the morphological connectivity in people with HIV (PWH). DESIGN Case-control study. METHODS Fifty-five HAART-treated for more than 3 months and 54 untreated PWH, as well as 66 demographically matched healthy controls underwent a high-resolution 3D T1-weighted MRI. Individual-level morphological brain network based on gray matter volume of 90 brain regions was constructed and network topological properties were analyzed. Network-based statistics (NBS) was performed to identify sub-networks showing significant differences in morphological connectivity. Correlation and mediation analyses were employed to evaluate associations between the morphological properties and clinical variables of PWH. RESULTS Although PWH exhibited small-world architecture in their morphological brain networks, untreated PWH demonstrated altered network properties while HAART-treated PWH showed relatively similar network properties compared to healthy controls. Furthermore, HAART-related effects were mainly involved the bilateral putamen and left thalamus. The findings of NBS further indicated the cortico-striatum-thalamic-cortical loop was involved in the therapeutic-associated morphological network. The positive correlations between the HAART treatment and nodal degree and efficiency of the putamen were mediated by the number of CD4 + T lymphocytes. CONCLUSIONS The topological properties are recovered to normal in PWH after HAART and the effects induced by HAART are mostly within the cortical-subcortical circuit.
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Affiliation(s)
- Yiwen Wang
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Wuhan Institute of Physics and Mathematics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences
- University of Chinese Academy of Sciences, Beijing, China
| | - Guangyao Wu
- Department of Radiology, Zhongnan Hospital, Wuhan University, Wuhan
- Department of Medical Imaging, Shenzhen University General Hospital, Medical College of Shenzhen University, Shenzhen
| | - Zhi Wen
- Department of Radiology, Zhongnan Hospital, Wuhan University, Wuhan
- Department of Radiology, Renmin Hospital, Wuhan University, Wuhan
| | - Hao Lei
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Wuhan Institute of Physics and Mathematics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences
- University of Chinese Academy of Sciences, Beijing, China
| | - Fuchun Lin
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Wuhan Institute of Physics and Mathematics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences
- University of Chinese Academy of Sciences, Beijing, China
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Beydoun MA, Beydoun HA, Gale SD, Hedges D, Weiss J, Li Z, Erickson LD, Noren Hooten N, Launer LJ, Evans MK, Zonderman AB. Cardiovascular health, infection burden and their interactive association with brain volumetric and white matter integrity outcomes in the UK Biobank. Brain Behav Immun 2023; 113:91-103. [PMID: 37393057 PMCID: PMC11040741 DOI: 10.1016/j.bbi.2023.06.028] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 06/27/2023] [Accepted: 06/28/2023] [Indexed: 07/03/2023] Open
Abstract
BACKGROUND Cardiovascular health is associated with brain magnetic resonance imaging (MRI) markers of pathology and infections may modulate this association. METHODS Using data from 38,803 adults (aged 40-70 years) and followed-up for 5-15 years, we tested associations of prevalent total (47.5%) and hospital-treated infection burden (9.7%) with brain structural and diffusion-weighted MRI (i.e., sMRI and dMRI, respectively) common in dementia phenome. Poor white matter tissue integrity was operationalized with lower global and tract-specific fractional anisotropy (FA) and higher mean diffusivity (MD). Volumetric sMRI outcomes included total, gray matter (GM), white matter (WM), frontal bilateral GM, white matter hyperintensity (WMH), and selected based on previous associations with dementia. Cardiovascular health was measured with Life's Essential 8 score (LE8) converted to tertiles. Multiple linear regression models were used, adjusting for intracranial volumes (ICV) for subcortical structures, and for demographic, socio-economic, and the Alzheimer's Disease polygenic risk score for all outcomes, among potential confounders. RESULTS In fully adjusted models, hospital-treated infections were inversely related to GM (β ± SE: -1042 ± 379, p = 0.006) and directly related to WMH as percent of ICV (Loge transformed) (β ± SE:+0.026 ± 0.007, p < 0.001). Both total and hospital-treated infections were associated with poor WMI, while the latter was inversely related to FA within the lowest LE8 tertile (β ± SE:-0.0011 ± 0.0003, p < 0.001, PLE8×IB < 0.05), a pattern detected for GM, Right Frontal GM, left accumbens and left hippocampus volumes. Within the uppermost LE8 tertile, total infection burden was linked to smaller right amygdala while being associated with larger left frontal GM and right putamen volumes, in the overall sample. Within that uppermost tertile of LE8, caudate volumes were also positively associated with hospital-treated infections. CONCLUSIONS Hospital-treated infections had more consistent deleterious effects on volumetric and white matter integrity brain neuroimaging outcomes compared with total infectious burden, particularly in poorer cardiovascular health groups. Further studies are needed in comparable populations, including longitudinal studies with multiple repeats on neuroimaging markers.
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Affiliation(s)
- May A Beydoun
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States.
| | - Hind A Beydoun
- Department of Research Programs, Fort Belvoir Community Hospital, Fort Belvoir, VA, United States
| | - Shawn D Gale
- Department of Psychology and the Neuroscience Center, Brigham Young University, Provo, UT, United States
| | - Dawson Hedges
- Department of Psychology and the Neuroscience Center, Brigham Young University, Provo, UT, United States
| | - Jordan Weiss
- Stanford Center on Longevity, Stanford University, Stanford, CA, United States
| | - Zhiguang Li
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
| | - Lance D Erickson
- Department of Sociology, Brigham Young University, Provo, UT, United States
| | - Nicole Noren Hooten
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
| | - Lenore J Launer
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
| | - Michele K Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, United States
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McMahan C, Dietrich DK, Horne EF, Kelly E, Geannopoulos K, Siyahhan Julnes PS, Ham L, Santamaria U, Lau CY, Wu T, Hsieh HC, Ganesan A, Berjohn C, Kapetanovic S, Reich DS, Nair G, Snow J, Agan BK, Nath A, Smith BR. Neurocognitive Dysfunction With Neuronal Injury in People With HIV on Long-Duration Antiretroviral Therapy. Neurology 2023; 100:e2466-e2476. [PMID: 37105760 PMCID: PMC10264056 DOI: 10.1212/wnl.0000000000207339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 03/09/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Neurologic outcomes in people with HIV (PWH) on long-duration antiretroviral therapy (ART) are not fully understood, and the underlying pathophysiology is unclear. To address this, we established a cohort of such individuals and compared them with HIV-negative controls using a novel matching technique. Both groups underwent extensive cognitive testing, evaluation for psychiatric measures, and MRI and CSF analyses. METHODS Participants underwent comprehensive neuropsychological testing and completed standardized questionnaires measuring depressive symptoms, perceptions of own functioning, and activities of daily living as part of an observational study. Brain MRI and lumbar puncture were optional. Coarsened Exact Matching was used to reduce between-group differences in age and sex, and weighted linear/logistic regression models were used to assess the effect of HIV on outcomes. RESULTS Data were analyzed from 155 PWH on ART for at least 15 years and 100 HIV-negative controls. Compared with controls, PWH scored lower in the domains of attention/working memory (PWH least square mean [LSM] = 50.4 vs controls LSM = 53.1, p = 0.008) and motor function (44.6 vs 47.7, p = 0.009) and a test of information processing speed (symbol search 30.3 vs 32.2, p = 0.003). They were more likely to self-report a higher number of cognitive difficulties in everyday life (p = 0.011). PWH also reported more depressive symptoms, general anxiety, and use of psychiatric medications (all with p < 0.05). PWH had reduced proportions of subcortical gray matter on MRI (β = -0.001, p < 0.001), and CSF showed elevated levels of neurofilament light chain (664 vs 529 pg/mL, p = 0.01) and tumor necrosis factor α (0.229 vs 0.156 ng/mL, p = 0.0008). DISCUSSION PWH, despite effective ART for over a decade, displayed neurocognitive deficits and mood abnormalities. MRI and CSF analyses revealed reduced brain volume and signs of ongoing neuronal injury and neuroinflammation. As the already large proportion of virologically controlled PWH continues to grow, longitudinal studies should be conducted to elucidate the implications of cognitive, psychiatric, MRI, and CSF abnormalities in this group.
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Affiliation(s)
- Cynthia McMahan
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Devon K Dietrich
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Elizabeth F Horne
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Erin Kelly
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Katrina Geannopoulos
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Peter Selim Siyahhan Julnes
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Lillian Ham
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Ulisses Santamaria
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Chuen-Yen Lau
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Tianxia Wu
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Hsing-Chuan Hsieh
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Anuradha Ganesan
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Catherine Berjohn
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Suad Kapetanovic
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Daniel S Reich
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Govind Nair
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Joseph Snow
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Brian K Agan
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Avindra Nath
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles
| | - Bryan R Smith
- From the Section of Infections of the Nervous System (C.M., D.K.D., E.F.H., E.K., K.G., P.S.S.J., A.N., B.R.S.), Office of the Clinical Director (T.W.),, and Translational Neuroradiology Section (D.S.R., G.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD; University of Pittsburgh School of Medicine (C.M.), PA; Duke University School of Medicine (E.F.H.), Durham, NC; Virginia Commonwealth University School of Medicine (E.K.), Richmond; Department of Neurology (K.G.), Case Western Reserve University/University Hospitals Cleveland Medical Center, OH; Department of Psychiatry (P.S.S.J.), Washington University School of Medicine, St. Louis, MO; Office of the Clinical Director (L.H., J.S.), National Institute of Mental Health, NIH, Bethesda, MD; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (L.H.); Leidos Biomedical Research (U.S.), Frederick, MD; HIV Dynamics and Replication Program (C.-Y.L.), NCI, NIH, Bethesda, Infectious Diseases Clinical Research Program (H.-C.H., A.G., B.K.A.), Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda,; The Henry M. Jackson Foundation for the Advancement of Military Medicine (H.-C.H., A.G., B.K.A.), Bethesda,; Department of Medicine (A.G., B.K.A.), Uniformed Services University, Bethesda, MD; Division of Infectious Diseases (C.B.), Naval Medical Center San Diego, CA; and Department of Psychiatry and the Behavioral Sciences (S.K.), University of Southern California Keck School of Medicine, Los Angeles.
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10
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O’Connor EE, Sullivan EV, Chang L, Hammoud DA, Wilson TW, Ragin AB, Meade CS, Coughlin J, Ances BM. Imaging of Brain Structural and Functional Effects in People With Human Immunodeficiency Virus. J Infect Dis 2023; 227:S16-S29. [PMID: 36930637 PMCID: PMC10022717 DOI: 10.1093/infdis/jiac387] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
Before the introduction of antiretroviral therapy, human immunodeficiency virus (HIV) infection was often accompanied by central nervous system (CNS) opportunistic infections and HIV encephalopathy marked by profound structural and functional alterations detectable with neuroimaging. Treatment with antiretroviral therapy nearly eliminated CNS opportunistic infections, while neuropsychiatric impairment and peripheral nerve and organ damage have persisted among virally suppressed people with HIV (PWH), suggesting ongoing brain injury. Neuroimaging research must use methods sensitive for detecting subtle HIV-associated brain structural and functional abnormalities, while allowing for adjustments for potential confounders, such as age, sex, substance use, hepatitis C coinfection, cardiovascular risk, and others. Here, we review existing and emerging neuroimaging tools that demonstrated promise in detecting markers of HIV-associated brain pathology and explore strategies to study the impact of potential confounding factors on these brain measures. We emphasize neuroimaging approaches that may be used in parallel to gather complementary information, allowing efficient detection and interpretation of altered brain structure and function associated with suboptimal clinical outcomes among virally suppressed PWH. We examine the advantages of each imaging modality and systematic approaches in study design and analysis. We also consider advantages of combining experimental and statistical control techniques to improve sensitivity and specificity of biotype identification and explore the costs and benefits of aggregating data from multiple studies to achieve larger sample sizes, enabling use of emerging methods for combining and analyzing large, multifaceted data sets. Many of the topics addressed in this article were discussed at the National Institute of Mental Health meeting "Biotypes of CNS Complications in People Living with HIV," held in October 2021, and are part of ongoing research initiatives to define the role of neuroimaging in emerging alternative approaches to identifying biotypes of CNS complications in PWH. An outcome of these considerations may be the development of a common neuroimaging protocol available for researchers to use in future studies examining neurological changes in the brains of PWH.
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Affiliation(s)
- Erin E O’Connor
- Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Edith V Sullivan
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
- Center for Health Sciences, SRI International, Menlo Park, California, USA
| | - Linda Chang
- Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Dima A Hammoud
- Center for Infectious Disease Imaging, Radiology and Imaging Sciences, NIH Clinical Center, Bethesda, Maryland, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, Nebraska, USA
| | - Ann B Ragin
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Christina S Meade
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Jennifer Coughlin
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Beau M Ances
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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11
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Murdoch DM, Barfield R, Chan C, Towe SL, Bell RP, Volkheimer A, Choe J, Hall SA, Berger M, Xie J, Meade CS. Neuroimaging and immunological features of neurocognitive function related to substance use in people with HIV. J Neurovirol 2023; 29:78-93. [PMID: 36348233 PMCID: PMC10089970 DOI: 10.1007/s13365-022-01102-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 10/17/2022] [Accepted: 10/20/2022] [Indexed: 11/11/2022]
Abstract
This study sought to identify neuroimaging and immunological factors associated with substance use and that contribute to neurocognitive impairment (NCI) in people with HIV (PWH). We performed cross-sectional immunological phenotyping, neuroimaging, and neurocognitive testing on virally suppressed PWH in four substance groups: cocaine only users (COC), marijuana only users (MJ), dual users (Dual), and Non-users. Participants completed substance use assessments, multimodal MRI brain scan, neuropsychological testing, and blood and CSF sampling. We employed a two-stage analysis of 305 possible biomarkers of cognitive function associated with substance use. Feature reduction (Kruskal Wallis p-value < 0.05) identified 53 biomarkers associated with substance use (22 MRI and 31 immunological) for model inclusion along with clinical and demographic variables. We employed eXtreme Gradient Boosting (XGBoost) with these markers to predict cognitive function (global T-score). SHapley Additive exPlanations (SHAP) values were calculated to rank features for impact on model output and NCI. Participants were 110 PWH with sustained HIV viral suppression (33 MJ, 12 COC, 22 Dual, and 43 Non-users). The ten highest ranking biomarkers for predicting global T-score were 4 neuroimaging biomarkers including functional connectivity, gray matter volume, and white matter integrity; 5 soluble biomarkers (plasma glycine, alanine, lyso-phosphatidylcholine (lysoPC) aC17.0, hydroxy-sphingomyelin (SM.OH) C14.1, and phosphatidylcholinediacyl (PC aa) C28.1); and 1 clinical variable (nadir CD4 count). The results of our machine learning model suggest that substance use may indirectly contribute to NCI in PWH through both metabolomic and neuropathological mechanisms.
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Affiliation(s)
- David M Murdoch
- Department of Medicine, Duke University Medical Center, DUMC Box 2629, Durham, NC, 27710, USA.
| | - Richard Barfield
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA
- Center for Human Systems Immunology, School of Medicine, Duke University, Durham, NC, USA
| | - Cliburn Chan
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA
- Center for Human Systems Immunology, School of Medicine, Duke University, Durham, NC, USA
| | - Sheri L Towe
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Ryan P Bell
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Alicia Volkheimer
- Department of Medicine, Duke University Medical Center, DUMC Box 2629, Durham, NC, 27710, USA
| | - Joyce Choe
- Department of Medicine, Duke University Medical Center, DUMC Box 2629, Durham, NC, 27710, USA
| | - Shana A Hall
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Miles Berger
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Jichun Xie
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA
- Center for Human Systems Immunology, School of Medicine, Duke University, Durham, NC, USA
- Department of Mathematics, Duke University, Durham, NC, USA
| | - Christina S Meade
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
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12
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Channer B, Matt SM, Nickoloff-Bybel EA, Pappa V, Agarwal Y, Wickman J, Gaskill PJ. Dopamine, Immunity, and Disease. Pharmacol Rev 2023; 75:62-158. [PMID: 36757901 PMCID: PMC9832385 DOI: 10.1124/pharmrev.122.000618] [Citation(s) in RCA: 53] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 08/02/2022] [Accepted: 08/04/2022] [Indexed: 12/14/2022] Open
Abstract
The neurotransmitter dopamine is a key factor in central nervous system (CNS) function, regulating many processes including reward, movement, and cognition. Dopamine also regulates critical functions in peripheral organs, such as blood pressure, renal activity, and intestinal motility. Beyond these functions, a growing body of evidence indicates that dopamine is an important immunoregulatory factor. Most types of immune cells express dopamine receptors and other dopaminergic proteins, and many immune cells take up, produce, store, and/or release dopamine, suggesting that dopaminergic immunomodulation is important for immune function. Targeting these pathways could be a promising avenue for the treatment of inflammation and disease, but despite increasing research in this area, data on the specific effects of dopamine on many immune cells and disease processes remain inconsistent and poorly understood. Therefore, this review integrates the current knowledge of the role of dopamine in immune cell function and inflammatory signaling across systems. We also discuss the current understanding of dopaminergic regulation of immune signaling in the CNS and peripheral tissues, highlighting the role of dopaminergic immunomodulation in diseases such as Parkinson's disease, several neuropsychiatric conditions, neurologic human immunodeficiency virus, inflammatory bowel disease, rheumatoid arthritis, and others. Careful consideration is given to the influence of experimental design on results, and we note a number of areas in need of further research. Overall, this review integrates our knowledge of dopaminergic immunology at the cellular, tissue, and disease level and prompts the development of therapeutics and strategies targeted toward ameliorating disease through dopaminergic regulation of immunity. SIGNIFICANCE STATEMENT: Canonically, dopamine is recognized as a neurotransmitter involved in the regulation of movement, cognition, and reward. However, dopamine also acts as an immune modulator in the central nervous system and periphery. This review comprehensively assesses the current knowledge of dopaminergic immunomodulation and the role of dopamine in disease pathogenesis at the cellular and tissue level. This will provide broad access to this information across fields, identify areas in need of further investigation, and drive the development of dopaminergic therapeutic strategies.
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Affiliation(s)
- Breana Channer
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania (B.C., S.M.M., E.A.N-B., Y.A., J.W., P.J.G.); and The Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania (V.P.)
| | - Stephanie M Matt
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania (B.C., S.M.M., E.A.N-B., Y.A., J.W., P.J.G.); and The Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania (V.P.)
| | - Emily A Nickoloff-Bybel
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania (B.C., S.M.M., E.A.N-B., Y.A., J.W., P.J.G.); and The Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania (V.P.)
| | - Vasiliki Pappa
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania (B.C., S.M.M., E.A.N-B., Y.A., J.W., P.J.G.); and The Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania (V.P.)
| | - Yash Agarwal
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania (B.C., S.M.M., E.A.N-B., Y.A., J.W., P.J.G.); and The Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania (V.P.)
| | - Jason Wickman
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania (B.C., S.M.M., E.A.N-B., Y.A., J.W., P.J.G.); and The Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania (V.P.)
| | - Peter J Gaskill
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania (B.C., S.M.M., E.A.N-B., Y.A., J.W., P.J.G.); and The Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania (V.P.)
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13
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Strain JF, Cooley SA, Tomov D, Boerwinkle A, Ances BM. Abnormal Magnetic Resonance Image Signature in Virologically Stable HIV Individuals. J Infect Dis 2022; 226:2161-2169. [PMID: 36281565 DOI: 10.1093/infdis/jiac418] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 10/11/2022] [Accepted: 10/20/2022] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND With implementation of combination antiretroviral therapy (cART), changes to brain integrity in people with HIV (PWH) are subtle compared to those observed in the pre-cART era. T1-weighted/T2-weighted (T1w/T2w) ratio has been proposed as a measure of cortical myelin. This study examines T1w/T2w values between virologically controlled PWH and persons without HIV (PWoH). METHODS Virologically well-controlled PWH (n = 164) and PWoH (n = 120) were compared on global and regional T1w/T2w values. T1w/T2w values were associated with HIV disease variables (nadir and current CD4 T-cell count, and CNS penetration effectiveness of cART regimen) in PWH, and as a function of age for both PWoH and PWH. RESULTS PWH had reduced global and regional T1w/T2w values compared to PWoH in the posterior cingulate cortex, caudal anterior cingulate cortex, and insula. T1w/T2w values did not correlate with HIV variables except for a negative relationship with CNS penetration effectiveness. Greater cardiovascular disease risk and older age were associated with lower T1w/T2w values only for PWH. CONCLUSIONS T1w/T2w values obtained from commonly acquired MRI protocols differentiates virologically well-controlled PWH from PWoH. Changes in T1w/T2w ratio do not correlate with typical HIV measures. Future studies are needed to determine the biological mechanisms underlying this measure.
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Affiliation(s)
- Jeremy F Strain
- Department of Neurology, Washington University, St Louis, Missouri, USA
| | - Sarah A Cooley
- Department of Neurology, Washington University, St Louis, Missouri, USA
| | - Dimitre Tomov
- Department of Neurology, Washington University, St Louis, Missouri, USA
| | - Anna Boerwinkle
- Department of Neurology, Washington University, St Louis, Missouri, USA
| | - Beau M Ances
- Department of Neurology, Washington University, St Louis, Missouri, USA
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14
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Petersen KJ, Strain J, Cooley S, Vaida F, Ances BM. Machine Learning Quantifies Accelerated White-Matter Aging in Persons With HIV. J Infect Dis 2022; 226:49-58. [PMID: 35481983 PMCID: PMC9890925 DOI: 10.1093/infdis/jiac156] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 04/22/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Persons with HIV (PWH) undergo white matter changes, which can be quantified using the brain-age gap (BAG), the difference between chronological age and neuroimaging-based brain-predicted age. Accumulation of microstructural damage may be accelerated in PWH, especially with detectable viral load (VL). METHODS In total, 290 PWH (85% with undetectable VL) and 165 HIV-negative controls participated in neuroimaging and cognitive testing. BAG was measured using a Gaussian process regression model trained to predict age from diffusion magnetic resonance imaging in publicly available normative controls. To test for accelerated aging, BAG was modeled as an age × VL interaction. The relationship between BAG and global neuropsychological performance was examined. Other potential predictors of pathological aging were investigated in an exploratory analysis. RESULTS Age and detectable VL had a significant interactive effect: PWH with detectable VL accumulated +1.5 years BAG/decade versus HIV-negative controls (P = .018). PWH with undetectable VL accumulated +0.86 years BAG/decade, although this did not reach statistical significance (P = .052). BAG was associated with poorer global cognition only in PWH with detectable VL (P < .001). Exploratory analysis identified Framingham cardiovascular risk as an additional predictor of pathological aging (P = .027). CONCLUSIONS Aging with detectable HIV and cardiovascular disease may lead to white matter pathology and contribute to cognitive impairment.
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Affiliation(s)
- Kalen J Petersen
- Correspondence: Kalen J. Petersen, PhD, Washington University in St Louis, 600 South Euclid Avenue, Box 8111, St Louis, MO 63130 ()
| | - Jeremy Strain
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Sarah Cooley
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Florin Vaida
- Department of Family and Preventive Medicine, University of California, San Diego, California, USA
| | - Beau M Ances
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
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15
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Prevalence, Demographic Correlates, and Medical Correlates of Cognitive Impairment Among Iranian People Living With HIV: A Cross-sectional Survey Study. J Assoc Nurses AIDS Care 2022; 33:421-435. [PMID: 35081086 DOI: 10.1097/jnc.0000000000000324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
ABSTRACT While taking antiretroviral therapy, 30%-60% of people living with HIV (PLWH) experience neurocognitive impairment (NCI). To determine NCI prevalence among Iranian PLWH, by the computerized Vienna Test System, 63 adults living without HIV and 63 Iranian PLWH aged 18-50 years (M = 35.3, SD = 7.9) were assessed for cognitive function. NCI was determined by receiver operating characteristic curve cutoff points based on the adults living without HIV. Associations between demographics, HIV serostatus markers, and mean T-scores were investigated. Performance differences were tested by including significant covariates in an analysis of covariance. NCI prevalence rates were 57.14% in PLWH and 19.05% in adults living without HIV. Global neurocognitive performance and all cognitive domains were significantly different between the groups, except for visual memory and selective attention. In Iran, NCI prevalence parallels that reported in PLWH worldwide. There should be a strategy to screen Iranian PLWH for NCI.
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16
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Wedderburn CJ, Groenewold NA, Roos A, Yeung S, Fouche JP, Rehman AM, Gibb DM, Narr KL, Zar HJ, Stein DJ, Donald KA. Early structural brain development in infants exposed to HIV and antiretroviral therapy in utero in a South African birth cohort. J Int AIDS Soc 2022; 25:e25863. [PMID: 35041774 PMCID: PMC8765561 DOI: 10.1002/jia2.25863] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 12/10/2021] [Indexed: 12/21/2022] Open
Abstract
Introduction There is a growing population of children who are HIV‐exposed and uninfected (HEU) with the successful expansion of antiretroviral therapy (ART) use in pregnancy. Children who are HEU are at risk of delayed neurodevelopment; however, there is limited research on early brain growth and maturation. We aimed to investigate the effects of in utero exposure to HIV/ART on brain structure of infants who are HEU compared to HIV‐unexposed (HU). Methods Magnetic resonance imaging using a T2‐weighted sequence was undertaken in a subgroup of infants aged 2–6 weeks enrolled in the Drakenstein Child Health Study birth cohort, South Africa, between 2012 and 2015. Mother–child pairs received antenatal and postnatal HIV testing and ART per local guidelines. We compared subcortical and total grey matter volumes between HEU and HU groups using multivariable linear regression adjusting for infant age, sex, intracranial volume and socio‐economic variables. We further assessed associations between brain volumes with maternal CD4 cell count and ART exposure. Results One hundred forty‐six infants (40 HEU; 106 HU) with high‐resolution images were included in this analysis (mean age 3 weeks; 50.7% male). All infants who were HEU were exposed to ART (88% maternal triple ART). Infants who were HEU had smaller caudate volumes bilaterally (5.4% reduction, p < 0.05) compared to HU infants. There were no group differences in other subcortical volumes (all p > 0.2). Total grey matter volume was also reduced in infants who were HEU (2.1% reduction, p < 0.05). Exploratory analyses showed that low maternal CD4 cell count (<350 cells/mm3) was associated with decreased infant grey matter volumes. There was no relationship between timing of ART exposure and grey matter volumes. Conclusions Lower caudate and total grey matter volumes were found in infants who were HEU compared to HU in the first weeks of life, and maternal immunosuppression was associated with reduced volumes. These findings suggest that antenatal HIV exposure may impact early structural brain development and improved antenatal HIV management may have the potential to optimize neurodevelopmental outcomes of children who are HEU.
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Affiliation(s)
- Catherine J Wedderburn
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa.,Department of Clinical Research, London School of Hygiene & Tropical Medicine, London, UK.,The Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Nynke A Groenewold
- The Neuroscience Institute, University of Cape Town, Cape Town, South Africa.,Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Annerine Roos
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa.,The Neuroscience Institute, University of Cape Town, Cape Town, South Africa.,SA MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Shunmay Yeung
- Department of Clinical Research, London School of Hygiene & Tropical Medicine, London, UK
| | - Jean-Paul Fouche
- The Neuroscience Institute, University of Cape Town, Cape Town, South Africa.,Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Andrea M Rehman
- MRC International Statistics & Epidemiology Group, London School of Hygiene & Tropical Medicine, London, UK
| | - Diana M Gibb
- MRC Clinical Trials Unit, University College London, London, UK
| | - Katherine L Narr
- Departments of Neurology, Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California, USA
| | - Heather J Zar
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa.,SA MRC Unit on Child & Adolescent Health, University of Cape Town, Cape Town, South Africa
| | - Dan J Stein
- The Neuroscience Institute, University of Cape Town, Cape Town, South Africa.,Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.,SA MRC Unit on Risk and Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa
| | - Kirsten A Donald
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa.,The Neuroscience Institute, University of Cape Town, Cape Town, South Africa
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17
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Ma Q, Shi X, Chen G, Song F, Liu F, Zheng H, Shi Y, Cai DC. HIV-Associated Structural and Functional Brain Alterations in Homosexual Males. Front Neurol 2022; 12:757374. [PMID: 35095719 PMCID: PMC8796998 DOI: 10.3389/fneur.2021.757374] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 12/22/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose: Neuroimaging elucidations have shown structural and functional brain alterations in HIV-infected (HIV+) individuals when compared to HIV-negative (HIV–) controls. However, HIV− groups used in previous studies were not specifically considered for sexual orientation, which also affects the brain structures and functions. The current study aimed to characterize the brain alterations associated with HIV infection while controlling for sexual orientation. Methods: Forty-three HIV+ and 40 HIV– homosexual men (HoM) were recruited and underwent resting-state MRI scanning. Group differences in gray matter volume (GMV) were assessed using a voxel-based morphometry analysis. Brain regions with the altered GMV in the HIV+ HoM group were then taken as regions of interest in a seed-based analysis to identify altered functional connectivity. Furthermore, the amplitude of low-frequency fluctuation (ALFF) and regional homogeneity values were compared between the two groups to evaluate the HIV-associated functional abnormalities in local brain regions. Results: HIV+ HoM showed significantly increased GMV in the bilateral parahippocampal gyrus and amygdala, and decreased GMV in the right inferior cerebellum, compared with the HIV– HoM. The brain regions with increased GMV were hyper-connected with the left superior cerebellum, right lingual gyrus, and left precuneus in the HIV+ HoM. Moreover, the ALFF values of the right fusiform gyrus, and left parahippocampal gyrus were increased in the HIV+ HoM. The regional homogeneity values of the right anterior cingulate and paracingulate gyri, and left superior cerebellum were decreased in the HIV+ HoM. Conclusion: When the study population was restricted to HoM, HIV+ individuals exhibited structural alterations in the limbic system and cerebellum, and functional abnormalities in the limbic, cerebellum, and visual network. These findings complement the existing knowledge on the HIV-associated neurocognitive impairment from the previous neuroimaging studies by controlling for the potential confounding factor, sexual orientation. Future studies on brain alternations with the exclusion of related factors like sexual orientation are needed to understand the impact of HIV infection on neurocognitive function more accurately.
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Affiliation(s)
- Qiong Ma
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- Department of Radiology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Xiudong Shi
- Department of Radiology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Guochao Chen
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- Department of Radiology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Fengxiang Song
- Department of Radiology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Fengjun Liu
- Department of Radiology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Huang Zheng
- Shanghai Commercial Sex Worker (CSW) & Man Have Sex With Man (MSM) Center, Shanghai, China
| | - Yuxin Shi
- Department of Radiology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
- *Correspondence: Yuxin Shi
| | - Dan-Chao Cai
- Department of Radiology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
- Dan-Chao Cai
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18
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Spies G, Ahmed-Leitao F, Hoddinott G, Seedat S. Effects of unhealthy alcohol use on brain morphometry and neurocognitive function among people with HIV. J Neurovirol 2021; 28:35-45. [PMID: 34882280 DOI: 10.1007/s13365-021-01027-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 10/13/2021] [Accepted: 11/02/2021] [Indexed: 10/19/2022]
Abstract
Individual impacts of alcohol misuse and HIV on brain structure and function have been well demonstrated; however, the potential compounded effect of these conditions is seldom considered, despite the high prevalence of alcohol use in HIV infection. We aimed to determine the effects of unhealthy alcohol use on brain morphometry and cognitive function amongst people with HIV (PWH). In 27 (50.9%) HIV-positive users of alcohol and 26 (49.1%) HIV-positive abstainers from alcohol, results revealed significant differences for left and right amygdala (p < 0.01), left and right hippocampus (p = 0.05), left and right posterior cingulate (p < 0.01), left and right precuneus (p < 0.01), left insula (p < 0.01), left and right caudate (p < 0.01), right thalamus (p < 0.01), and corpus callosum (p < 0.05). Mean volume of these regions was significantly smaller in HIV-positive alcohol users compared to HIV-positive abstainers. Homogeneity of slopes ANCOVA revealed significant associations between anterior cingulate cortex, precuneus, amygdala, hippocampus, and insula volumes and cognitive function in the domains of learning and delayed recall, motor function, speed of information processing, executive function, attention/working memory, and language. Among PWH, unhealthy alcohol use is associated with negative effects on brain structure and cognitive function.
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Affiliation(s)
- Georgina Spies
- DSI/NRF South African Research Chairs Initiative in PTSD, Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa. .,Department of Psychiatry, South African Medical Research Council / Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, P.O. Box 241, Cape Town, 8000, South Africa.
| | - Fatima Ahmed-Leitao
- DSI/NRF South African Research Chairs Initiative in PTSD, Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Graeme Hoddinott
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Soraya Seedat
- DSI/NRF South African Research Chairs Initiative in PTSD, Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa.,Department of Psychiatry, South African Medical Research Council / Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, P.O. Box 241, Cape Town, 8000, South Africa
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19
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Monnig MA, Gullett JM, Porges EC, Woods AJ, Monti PM, Tashima K, Jahanshad N, Thompson P, Nir T, Cohen RA. Associations of alcohol use, HIV infection, and age with brain white matter microstructure. J Neurovirol 2021; 27:936-950. [PMID: 34750783 PMCID: PMC8901452 DOI: 10.1007/s13365-021-01021-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 08/24/2021] [Accepted: 10/04/2021] [Indexed: 11/29/2022]
Abstract
Heavy drinking and HIV infection are independently associated with damage to the brain's white matter. The purpose of the current study was to investigate whether current alcohol consumption, HIV infection, and associated characteristics were associated with indices of white matter microstructural integrity in people living with HIV (PLWH) and seronegative individuals. PLWH and controls were categorized as non-drinkers, moderate drinkers, or heavy drinkers. White matter fractional anisotropy (FA), radial diffusivity (RD), and axial diffusivity (AD) were assessed using diffusion tensor imaging (DTI). Voxelwise analyses using tract-based spatial statistics were followed by confirmatory region-of-interest (ROI) analyses. Data from 108 participants (62 PLWH, 46 controls) were suitable for analysis. Average age (± standard deviation) was 45.2 ± 11.1 years, and the sample was 42% female. The majority of PLWH were on antiretroviral therapy (94%) and were virally suppressed (69%). PLWH and controls did not differ on substance use. Heavier alcohol intake was significantly associated with lower FA and higher RD in widespread areas. Heavy drinking was significantly associated with higher AD in a small region. The main effect of HIV was not significant, but a significant HIV-age interaction was observed. Follow-up ROI analyses confirmed the main effect of drinking group and HIV-age interaction. In conclusion, results are consistent with a dose-dependent association of alcohol use with lower white matter microstructural coherence. Concordance between FA and RD findings suggests dysmyelination as a mechanism. Findings underscore the need to address unhealthy alcohol use in HIV-positive and seronegative individuals, the consequences of which may be exacerbated by aging.
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Affiliation(s)
| | - Joseph M Gullett
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, 32611, USA
| | - Eric C Porges
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, 32611, USA
| | - Adam J Woods
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, 32611, USA
| | - Peter M Monti
- Brown University, Box G-S121-5, Providence, RI, 02912, USA
| | | | - Neda Jahanshad
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Paul Thompson
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Talia Nir
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Ronald A Cohen
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, 32611, USA
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20
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Petersen KJ, Metcalf N, Cooley S, Tomov D, Vaida F, Paul R, Ances BM. Accelerated Brain Aging and Cerebral Blood Flow Reduction in Persons With Human Immunodeficiency Virus. Clin Infect Dis 2021; 73:1813-1821. [PMID: 33621317 PMCID: PMC8599198 DOI: 10.1093/cid/ciab169] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Persons with human immunodeficiency virus (PWH) are characterized by altered brain structure and function. As they attain normal lifespans, it has become crucial to understand potential interactions between human immunodeficiency virus (HIV) and aging. However, it remains unclear how brain aging varies with viral load (VL). METHODS In this study, we compare magnetic resonance imaging (MRI) biomarkers among PWH with undetectable VL (UVL; ≤50 genomic copies/mL; n = 230), PWH with detectable VL (DVL; >50 copies/mL; n = 93), and HIV-uninfected (HIV-) controls (n = 206). To quantify gray matter cerebral blood flow (CBF), we utilized arterial spin labeling. To measure structural aging, we used a publicly available deep learning algorithm to estimate brain age from T1-weighted MRI. Cognitive performance was measured using a neuropsychological battery covering 5 domains. RESULTS Associations between age and CBF varied with VL. Older PWH with DVL had reduced CBF vs PWH with UVL (P = .02). Structurally predicted brain aging was accelerated in PWH vs HIV- controls regardless of VL (P < .001). Overall, PWH had impaired learning, executive function, psychomotor speed, and language compared to HIV- controls. Structural brain aging was associated with reduced psychomotor speed (P < .001). CONCLUSIONS Brain aging in HIV is multifaceted. CBF depends on age and current VL and is improved by medication adherence. By contrast, structural aging is an indicator of cognitive function and reflects serostatus rather than current VL.
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Affiliation(s)
- Kalen J Petersen
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Nicholas Metcalf
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Sarah Cooley
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Dimitre Tomov
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Florin Vaida
- Department of Family and Preventive Medicine, University of California, San Diego, California,USA
| | - Robert Paul
- Department of Psychology, University of Missouri, St Louis, Missouri, USA
| | - Beau M Ances
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, USA
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21
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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: 0.7] [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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22
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Nickoloff-Bybel EA, Festa L, Meucci O, Gaskill PJ. Co-receptor signaling in the pathogenesis of neuroHIV. Retrovirology 2021; 18:24. [PMID: 34429135 PMCID: PMC8385912 DOI: 10.1186/s12977-021-00569-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 08/11/2021] [Indexed: 12/13/2022] Open
Abstract
The HIV co-receptors, CCR5 and CXCR4, are necessary for HIV entry into target cells, interacting with the HIV envelope protein, gp120, to initiate several signaling cascades thought to be important to the entry process. Co-receptor signaling may also promote the development of neuroHIV by contributing to both persistent neuroinflammation and indirect neurotoxicity. But despite the critical importance of CXCR4 and CCR5 signaling to HIV pathogenesis, there is only one therapeutic (the CCR5 inhibitor Maraviroc) that targets these receptors. Moreover, our understanding of co-receptor signaling in the specific context of neuroHIV is relatively poor. Research into co-receptor signaling has largely stalled in the past decade, possibly owing to the complexity of the signaling cascades and functions mediated by these receptors. Examining the many signaling pathways triggered by co-receptor activation has been challenging due to the lack of specific molecular tools targeting many of the proteins involved in these pathways and the wide array of model systems used across these experiments. Studies examining the impact of co-receptor signaling on HIV neuropathogenesis often show activation of multiple overlapping pathways by similar stimuli, leading to contradictory data on the effects of co-receptor activation. To address this, we will broadly review HIV infection and neuropathogenesis, examine different co-receptor mediated signaling pathways and functions, then discuss the HIV mediated signaling and the differences between activation induced by HIV and cognate ligands. We will assess the specific effects of co-receptor activation on neuropathogenesis, focusing on neuroinflammation. We will also explore how the use of substances of abuse, which are highly prevalent in people living with HIV, can exacerbate the neuropathogenic effects of co-receptor signaling. Finally, we will discuss the current state of therapeutics targeting co-receptors, highlighting challenges the field has faced and areas in which research into co-receptor signaling would yield the most therapeutic benefit in the context of HIV infection. This discussion will provide a comprehensive overview of what is known and what remains to be explored in regard to co-receptor signaling and HIV infection, and will emphasize the potential value of HIV co-receptors as a target for future therapeutic development. ![]()
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Affiliation(s)
- E A Nickoloff-Bybel
- Department of Pharmacology and Physiology, Drexel University College of Medicine, 245 N. 15th Street, Philadelphia, PA, 19102, USA
| | - L Festa
- Department of Basic and Translational Sciences, School of Dental Medicine, University of Pennsylvania, 240 S. 40th Street, Philadelphia, PA, 19104, USA
| | - O Meucci
- Department of Pharmacology and Physiology, Drexel University College of Medicine, 245 N. 15th Street, Philadelphia, PA, 19102, USA.,Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, PA, 19102, USA
| | - P J Gaskill
- Department of Pharmacology and Physiology, Drexel University College of Medicine, 245 N. 15th Street, Philadelphia, PA, 19102, USA.
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23
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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: 17] [Impact Index Per Article: 5.7] [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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24
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Effects of integrase inhibitor-based antiretroviral therapy on brain outcomes according to time since acquisition of HIV-1 infection. Sci Rep 2021; 11:11289. [PMID: 34050221 PMCID: PMC8163778 DOI: 10.1038/s41598-021-90678-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 05/06/2021] [Indexed: 11/08/2022] Open
Abstract
Integrase strand transfer inhibitors (INSTI) are a main component of the current antiretroviral regimens recommended for treatment of HIV infection. However, little is known about the impact of INSTI on neurocognition and neuroimaging. We developed a prospective observational trial to evaluate the effects of INSTI-based antiretroviral therapy on comprehensive brain outcomes (cognitive, functional, and imaging) according to the time since HIV-1 acquisition. We recruited men living with HIV who initiated antiretroviral therapy with INSTI < 3 months since the estimated date of HIV-1 acquisition (n = 12) and > 6 months since estimated date of HIV-1 acquisition (n = 15). We also recruited a group of matched seronegative individuals (n = 15). Assessments were performed at baseline (before initiation of therapy in HIV arms) and at weeks 4 and 48. Baseline cognitive functioning was comparable between the arms. At week 48, we did not find cognitive differences between starting therapy with INSTI earlier than 3 months or later than 6 months after acquisition of HIV-1 infection. Functional status was poorer in individuals diagnosed earlier. This effect recovered 48 weeks after initiation of therapy. Regarding brain imaging, we found that men living with HIV initiating antiretroviral therapy later experienced a greater decrease in medial orbitofrontal cortex over time, with expected negative repercussions for decision-making tasks.
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25
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Mina Y, Wu T, Hsieh HC, Hammoud DA, Shah S, Lau CY, Ham L, Snow J, Horne E, Ganesan A, Rapoport SI, Tramont EC, Reich DS, Agan BK, Nath A, Smith BR. Association of White Matter Hyperintensities With HIV Status and Vascular Risk Factors. Neurology 2021; 96:e1823-e1834. [PMID: 33637630 PMCID: PMC8105972 DOI: 10.1212/wnl.0000000000011702] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 12/23/2020] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To test the hypothesis that brain white matter hyperintensities (WMH) are more common in people living with HIV (PLWH), even in the setting of well-controlled infection, and to identify clinical measures that correlate with these abnormalities. METHODS Research brain MRI scans, acquired within longitudinal studies evaluating neurocognitive outcomes, were reviewed to determine WMH load using the Fazekas visual rating scale in PLWH with well-controlled infection (antiretroviral therapy for at least 1 year and plasma viral load <200 copies/mL) and in sociodemographically matched controls without HIV (CWOH). The primary outcome measure of this cross-sectional analysis was increased WMH load, determined by total Fazekas score ≥2. Multiple logistic regression analysis was performed to evaluate the effect of HIV serostatus on WMH load and to identify MRI, CSF, and clinical variables that associate with WMH in the PLWH group. RESULTS The study included 203 PLWH and 58 CWOH who completed a brain MRI scan between April 2014 and March 2019. The multiple logistic regression analysis, with age and history of tobacco use as covariates, showed that the adjusted odds ratio of the PLWH group for increased WMH load is 3.7 (95% confidence interval 1.8-7.5; p = 0.0004). For the PLWH group, increased WMH load was associated with older age, male sex, tobacco use, hypertension, and hepatitis C virus coinfection, and also with the presence of measurable tumor necrosis factor α in CSF. CONCLUSION Our results suggest that HIV serostatus affects the extent of brain WMH. This effect is mainly associated with aging and modifiable comorbidities.
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Affiliation(s)
- Yair Mina
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Tianxia Wu
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Hsing-Chuan Hsieh
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Dima A Hammoud
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Swati Shah
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Chuen-Yen Lau
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Lillian Ham
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Joseph Snow
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Elizabeth Horne
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Anuradha Ganesan
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Stanley I Rapoport
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Edmund C Tramont
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Daniel S Reich
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Brian K Agan
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Avindra Nath
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD
| | - Bryan R Smith
- From the National Institute of Neurological Disorders and Stroke (Y.M., T.W., E.H., D.S.R., A.N., B.R.S.), Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center (D.A.H., S.S.), National Institute of Allergy and Infectious Diseases (C.-Y.L., E.C.T.), National Institute of Mental Health (L.H., J.S.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), National Institutes of Health, Bethesda, MD; Sackler Faculty of Medicine (Y.M.), Tel Aviv University, Israel; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics (H.-C.H., A.G., B.K.A.), Uniformed Services University of the Health Sciences; and Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. (H.-C.H., A.G., B.K.A.), Bethesda, MD.
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Britton MK, Porges EC, Bryant V, Cohen RA. Neuroimaging and Cognitive Evidence for Combined HIV-Alcohol Effects on the Central Nervous System: A Review. Alcohol Clin Exp Res 2021; 45:290-306. [PMID: 33296091 PMCID: PMC9486759 DOI: 10.1111/acer.14530] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 11/29/2020] [Indexed: 12/27/2022]
Abstract
Alcohol use disorder (AUD) among people living with HIV (PLWH) is a significant public health concern. Despite the advent of effective antiretroviral therapy, up to 50% of PLWH still experience worsened neurocognition, which comorbid AUD exacerbates. We report converging lines of neuroimaging and neuropsychological evidence linking comorbid HIV/AUD to dysfunction in brain regions linked to executive function, learning and memory, processing speed, and motor control, and consequently to impairment in daily life. The brain shrinkage, functional network alterations, and brain metabolite disruption seen in individuals with HIV/AUD have been attributed to several interacting pathways: viral proteins and EtOH are directly neurotoxic and exacerbate each other's neurotoxic effects; EtOH reduces antiretroviral adherence and increases viral replication; AUD and HIV both increase gut microbial translocation, promoting systemic inflammation and HIV transport into the brain by immune cells; and HIV may compound alcohol's damaging effects on the liver, further increasing inflammation. We additionally review the neurocognitive effects of aging, Hepatitis C coinfection, obesity, and cardiovascular disease, tobacco use, and nutritional deficiencies, all of which have been shown to compound cognitive changes in HIV, AUD, and in their comorbidity. Finally, we examine emerging questions in HIV/AUD research, including genetic and cognitive protective factors, the role of binge drinking in HIV/AUD-linked cognitive decline, and whether neurocognitive and brain functions normalize after drinking cessation.
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Affiliation(s)
- Mark K. Britton
- University of Florida, Department of Clinical and Health Psychology, Center for Cognitive Aging and Memory, Cognitive Aging and Memory Clinical Translational Research Program; 1225 Center Drive, Gainesville, Florida 32607
| | - Eric C. Porges
- University of Florida, Department of Clinical and Health Psychology, Center for Cognitive Aging and Memory, Cognitive Aging and Memory Clinical Translational Research Program; 1225 Center Drive, Gainesville, Florida 32607
| | - Vaughn Bryant
- University of Florida, Department of Clinical and Health Psychology, Center for Cognitive Aging and Memory, Cognitive Aging and Memory Clinical Translational Research Program; 1225 Center Drive, Gainesville, Florida 32607
- University of Florida, Department of Epidemiology, 2004 Mowry Road, Gainesville, FL 32610
| | - Ronald A. Cohen
- University of Florida, Department of Clinical and Health Psychology, Center for Cognitive Aging and Memory, Cognitive Aging and Memory Clinical Translational Research Program; 1225 Center Drive, Gainesville, Florida 32607
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27
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Nir TM, Fouche JP, Ananworanich J, Ances BM, Boban J, Brew BJ, Chaganti JR, Chang L, Ching CRK, Cysique LA, Ernst T, Faskowitz J, Gupta V, Harezlak J, Heaps-Woodruff JM, Hinkin CH, Hoare J, Joska JA, Kallianpur KJ, Kuhn T, Lam HY, Law M, Lebrun-Frénay C, Levine AJ, Mondot L, Nakamoto BK, Navia BA, Pennec X, Porges EC, Salminen LE, Shikuma CM, Surento W, Thames AD, Valcour V, Vassallo M, Woods AJ, Thompson PM, Cohen RA, Paul R, Stein DJ, Jahanshad N. Association of Immunosuppression and Viral Load With Subcortical Brain Volume in an International Sample of People Living With HIV. JAMA Netw Open 2021; 4:e2031190. [PMID: 33449093 PMCID: PMC7811179 DOI: 10.1001/jamanetworkopen.2020.31190] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 10/09/2020] [Indexed: 12/13/2022] Open
Abstract
Importance Despite more widely accessible combination antiretroviral therapy (cART), HIV-1 infection remains a global public health challenge. Even in treated patients with chronic HIV infection, neurocognitive impairment often persists, affecting quality of life. Identifying the neuroanatomical pathways associated with infection in vivo may delineate the neuropathologic processes underlying these deficits. However, published neuroimaging findings from relatively small, heterogeneous cohorts are inconsistent, limiting the generalizability of the conclusions drawn to date. Objective To examine structural brain associations with the most commonly collected clinical assessments of HIV burden (CD4+ T-cell count and viral load), which are generalizable across demographically and clinically diverse HIV-infected individuals worldwide. Design, Setting, and Participants This cross-sectional study established the HIV Working Group within the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA) consortium to pool and harmonize data from existing HIV neuroimaging studies. In total, data from 1295 HIV-positive adults were contributed from 13 studies across Africa, Asia, Australia, Europe, and North America. Regional and whole brain segmentations were extracted from data sets as contributing studies joined the consortium on a rolling basis from November 1, 2014, to December 31, 2019. Main Outcomes and Measures Volume estimates for 8 subcortical brain regions were extracted from T1-weighted magnetic resonance images to identify associations with blood plasma markers of current immunosuppression (CD4+ T-cell counts) or detectable plasma viral load (dVL) in HIV-positive participants. Post hoc sensitivity analyses stratified data by cART status. Results After quality assurance, data from 1203 HIV-positive individuals (mean [SD] age, 45.7 [11.5] years; 880 [73.2%] male; 897 [74.6%] taking cART) remained. Lower current CD4+ cell counts were associated with smaller hippocampal (mean [SE] β = 16.66 [4.72] mm3 per 100 cells/mm3; P < .001) and thalamic (mean [SE] β = 32.24 [8.96] mm3 per 100 cells/mm3; P < .001) volumes and larger ventricles (mean [SE] β = -391.50 [122.58] mm3 per 100 cells/mm3; P = .001); in participants not taking cART, however, lower current CD4+ cell counts were associated with smaller putamen volumes (mean [SE] β = 57.34 [18.78] mm3 per 100 cells/mm3; P = .003). A dVL was associated with smaller hippocampal volumes (d = -0.17; P = .005); in participants taking cART, dVL was also associated with smaller amygdala volumes (d = -0.23; P = .004). Conclusions and Relevance In a large-scale international population of HIV-positive individuals, volumes of structures in the limbic system were consistently associated with current plasma markers. Our findings extend beyond the classically implicated regions of the basal ganglia and may represent a generalizable brain signature of HIV infection in the cART era.
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Affiliation(s)
- Talia M. Nir
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
| | - Jean-Paul Fouche
- Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Jintanat Ananworanich
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland
- South East Asian Research Collaboration in HIV, Thai Red Cross AIDS Research Centre, Bangkok, Thailand
- AIGHD, University of Amsterdam, Amsterdam, the Netherlands
| | - Beau M. Ances
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri
| | - Jasmina Boban
- Faculty of Medicine, Department of Radiology, University of Novi Sad, Novi Sad, Serbia
| | - Bruce J. Brew
- Department of Neurology, St Vincent’s Hospital, St Vincent’s Health Australia and University of New South Wales, Sydney, New South Wales, Australia
- Department of Immunology, St Vincent’s Hospital, St Vincent’s Health Australia and University of New South Wales, Sydney, New South Wales, Australia
- Peter Duncan Neurosciences Unit, St Vincent’s Centre for Applied Medical Research, Sydney, New South Wales, Australia
| | - Joga R. Chaganti
- Department of Medical Imaging, St Vincent’s Hospital, University of New South Wales, Sydney, New South Wales, Australia
| | - Linda Chang
- Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, Baltimore
- Department of Neurology, University of Maryland School of Medicine, Baltimore
- Department of Medicine, John A. Burns School of Medicine, University of Hawaii, Manoa, Honolulu
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christopher R. K. Ching
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
| | - Lucette A. Cysique
- School of Psychology, University of New South Wales, Sydney, New South Wales, Australia
| | - Thomas Ernst
- Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, Baltimore
- Department of Medicine, John A. Burns School of Medicine, University of Hawaii, Manoa, Honolulu
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Joshua Faskowitz
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
| | - Vikash Gupta
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington
| | | | - Charles H. Hinkin
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Jacqueline Hoare
- Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - John A. Joska
- HIV Mental Health Research Unit, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Kalpana J. Kallianpur
- Hawaii Center for AIDS, University of Hawaii, Honolulu
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, University of Hawaii, Honolulu
| | - Taylor Kuhn
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Hei Y. Lam
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
| | - Meng Law
- Department of Radiology, Alfred Health, Monash University, Melbourne, Victoria, Australia
| | - Christine Lebrun-Frénay
- Neurology, UR2CA, Centre Hospitalier Universitaire Pasteur 2, Université Nice Côte d’Azur, Nice, France
| | | | - Lydiane Mondot
- Department of Radiology, UR2CA, Centre Hospitalier Universitaire Pasteur 2, Université Nice Côte d’Azur, Nice, France
| | - Beau K. Nakamoto
- Department of Medicine, John A. Burns School of Medicine, University of Hawaii, Manoa, Honolulu
| | - Bradford A. Navia
- Infection Unit, School of Public Health, Tufts University Medical School, Boston, Massachusetts
| | - Xavier Pennec
- Cote d’Azur University, Sophia Antipolis, France
- Epione Team, Inria, Sophia Antipolis Mediterrannee, Sophia Antipolis, France
| | - Eric C. Porges
- Center for Cognitive Aging and Memory, Department of Clinical and Health Psychology, McKnight Brain Institute, University of Florida, Gainesville
| | - Lauren E. Salminen
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
| | | | - Wesley Surento
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
| | - April D. Thames
- Department of Psychology, University of Southern California, Los Angeles
| | - Victor Valcour
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
- Global Brain Health Institute, San Francisco, California
| | - Matteo Vassallo
- Internal Medicine/Infectious Diseases, Centre Hospitalier de Cannes, Cannes, France
| | - Adam J. Woods
- Center for Cognitive Aging and Memory, Department of Clinical and Health Psychology, McKnight Brain Institute, University of Florida, Gainesville
| | - Paul M. Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
| | - Ronald A. Cohen
- Center for Cognitive Aging and Memory, Department of Clinical and Health Psychology, McKnight Brain Institute, University of Florida, Gainesville
| | - Robert Paul
- Psychological Sciences, Missouri Institute of Mental Health, University of Missouri, St Louis
| | - Dan J. Stein
- SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry & Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey
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Neuroimaging Advances in Diagnosis and Differentiation of HIV, Comorbidities, and Aging in the cART Era. Curr Top Behav Neurosci 2021; 50:105-143. [PMID: 33782916 DOI: 10.1007/7854_2021_221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
In the "cART era" of more widely available and accessible treatment, aging and HIV-related comorbidities, including symptoms of brain dysfunction, remain common among HIV-infected individuals on suppressive treatment. A better understanding of the neurobiological consequences of HIV infection is essential for developing thorough treatment guidelines and for optimizing long-term neuropsychological outcomes and overall brain health. In this chapter, we first summarize magnetic resonance imaging (MRI) methods used in over two decades of neuroHIV research. These methods evaluate brain volumetric differences and circuitry disruptions in adults living with HIV, and help map clinical correlations with brain function and tissue microstructure. We then introduce and discuss aging and associated neurological complications in people living with HIV, and processes by which infection may contribute to the risk for late-onset dementias. We describe how new technologies and large-scale international collaborations are helping to disentangle the effect of genetic and environmental risk factors on brain aging and neurodegenerative diseases. We provide insights into how these advances, which are now at the forefront of Alzheimer's disease research, may advance the field of neuroHIV. We conclude with a summary of how we see the field of neuroHIV research advancing in the decades to come and highlight potential clinical implications.
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Meghdadi AH, Berka C, Richard C, Rupp G, Smith S, Stevanović Karić M, McShea K, Sones E, Marinković K, Marcotte T. EEG event related potentials in sustained, focused and divided attention tasks: Potential biomarkers for cognitive impairment in HIV patients. Clin Neurophysiol 2020; 132:598-611. [PMID: 33573761 PMCID: PMC9045835 DOI: 10.1016/j.clinph.2020.11.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 11/02/2020] [Accepted: 11/17/2020] [Indexed: 10/26/2022]
Abstract
OBJECTIVES The objective of this study was to assess the usability of event-related-potentials (ERPs) during sustained, focused, and divided attention tasks as biomarkers for cognitive decline in HIV patients. METHODS EEG was acquired using a mobile/wireless 9-channel system in 39 persons with HIV, with well-controlled immune function and 63 healthy control participants (HCs) during three ERP tasks: sustained attention, focused attention, and divided attention. RESULTS The HIV-group evidenced smaller late positive potential (LPP) and larger P200 amplitudes across the tasks compared to the HC group. P200 amplitude was correlated (r = 0.56) with the estimated duration of infection. Both groups showed higher P200 and LPP amplitudes in response to infrequent stimuli; this effect was not significantly different between groups. In the sustained attention task, the HIV-group showed significantly slower reaction time than controls while maintaining the same level of accuracy. In the divided attention task, the HIV-group showed a trend towards faster/less accurate responses. CONCLUSIONS HIV seropositive participants receiving anti-retroviral treatment (ART) demonstrated significantly larger P200 amplitude during three different attention tasks. This may reflect attentional deficits characterized by over-attending to non-target/distracting stimuli. SIGNIFICANCE These findings demonstrate the potential benefits of EEG-ERP metrics derived from attention tasks as neurocognitive biomarkers for HIV. This approach may reveal underlying causes of attentional deficits in HIV patients.
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Affiliation(s)
| | - Chris Berka
- Advanced Brain Monitoring Inc., Carlsbad, CA, USA
| | | | - Greg Rupp
- Advanced Brain Monitoring Inc., Carlsbad, CA, USA
| | | | | | - Kevin McShea
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Emily Sones
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Ksenija Marinković
- Psychology Department, San Diego State University, San Diego, USA; Department of Radiology, University of California, San Diego, USA
| | - Thomas Marcotte
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
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Chelala L, O'Connor EE, Barker PB, Zeffiro TA. Meta-analysis of brain metabolite differences in HIV infection. NEUROIMAGE-CLINICAL 2020; 28:102436. [PMID: 33383609 PMCID: PMC7596344 DOI: 10.1016/j.nicl.2020.102436] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 09/10/2020] [Accepted: 09/11/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Numerous studies have used magnetic resonance spectroscopy (MRS) neurometabolite measurements to study HIV infection effects. While many have reported differences in total N-Acetylaspartate (tNAA), myo-Inositol (mI), and total Choline (tCho), there have been no meta-analyses performed to evaluate concordance across studies. PURPOSE To evaluate the consistency of HIV serostatus effects on brain metabolites. STUDY SELECTION The sample included studies conducted between 1993 and 2019 reporting HIV infection effects measured using proton MRS. tNAA/tCr ratios (21 papers), tCho/tCr ratios (21 papers), mI/tCr ratios (17 papers) and quantitative tCr (9 papers), sampling from basal ganglia (BG), gray matter (GM), and white matter (WM) were included. DATA ANALYSIS Random effects meta-analysis using inverse variance weighting and bias corrected standardized mean differences (SMDs) was used. Meta-regression examined effects of publication year and data acquisition technique differences. DATA SYNTHESIS BG SMDs related to positive serostatus were -0.10 [-0.39; 0.18] tNAA/tCr, 0.27 [0.05; 0.49] tCho/tCr, 0.60 [0.31; 0.90] mI/tCr, and -0.26 [-0.59; 0.06] tCr. GM SMDs related to serostatus were -0.29 [-0.49; -0.09] tNAA/tCr, 0.37 [0.19; 0.54] tCho/tCr, 0.41 [0.15; 0.68] mI/tCr, and -0.24 [-0.45; -0.03] tCr. WM SMDs related to serostatus were -0.52 [-0.79; -0.25] tNAA/tCr, 0.41 [0.21; 0.61] tCho/tCr, 0.59 [0.24; 0.94] mI/tCr, and -0.03 [-0.25; 0.19] tCr. WM regions showed larger serostatus effect sizes than BG and GM. I2 ranged from 52 to 88% for the metabolite ratios. Both GM and WM tNAA/tCr SMDs were lower with increasing calendar year. LIMITATIONS Many studies pooled participants with varying treatment, infection, and comorbidity durations. CONCLUSIONS HIV neurometabolite studies showed consistently lower tNAA/tCr, higher tCho/tCr and higher mI/tCr ratios associated with chronic HIV infection. Substantial between-study variation may have resulted from measurement technique variations, study population differences and HIV treatment changes over time. Higher WM tCho/tCr and mI/tCr may reflect reactive gliosis or myelin turnover. Neurometabolite measurements can reliably detect chronic HIV infection effects and may be useful in understanding the pathophysiology of cognitive and sensorimotor decline following HIV infection. CLASSIFICATION OF EVIDENCE This study provides Class II evidence of neurometabolite differences in chronic HIV infection.
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Affiliation(s)
- Lydia Chelala
- University of Maryland, School of Medicine, Baltimore, MD, United States
| | - Erin E O'Connor
- University of Maryland, School of Medicine, Baltimore, MD, United States.
| | - Peter B Barker
- Johns Hopkins University, School of Medicine, Baltimore, MD, United States
| | - Thomas A Zeffiro
- University of Maryland, School of Medicine, Baltimore, MD, United States.
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The association of peripheral immune markers with brain cortical thickness and surface area in South African people living with HIV. J Neurovirol 2020; 26:908-919. [PMID: 32661895 DOI: 10.1007/s13365-020-00873-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 06/01/2020] [Accepted: 06/15/2020] [Indexed: 12/22/2022]
Abstract
A spectrum of cognitive impairments known as HIV-associated neurocognitive disorders (HAND) are consequences of the effects of HIV-1 within the central nervous system. Regardless of treatment status, an aberrant chronic neuro-immune regulation is a crucial contributor to the development of HAND. However, the extent to which inflammation affects brain structures critical for cognitive status remains unclear. The present study aimed to determine associations of peripheral immune markers with cortical thickness and surface area. Participants included 65 treatment-naïve HIV-positive individuals and 26 HIV-negative controls. Thickness and surface area of all cortical regions were derived using automated parcellation of T1-weighted images acquired at 3 T. Peripheral immune markers included C-C motif ligand 2 (CCL2), matrix metalloproteinase 9 (MMP9), neutrophil gelatinase-associated lipocalin (NGAL), thymidine phosphorylase (TYMP), transforming growth factor (TGF)-β1, and vascular endothelial growth factor (VEGF), which were measured using enzyme-linked immunosorbent assays. Associations of these markers with thickness and surface area of cortical regions were evaluated. A mediation analysis examined whether associations of inflammatory markers with cognitive functioning were mediated by brain cortical thickness and surface area. After controlling for multiple comparisons, higher NGAL was associated with reduced thickness of the bilateral orbitofrontal cortex in HIV-positive participants. The association of NGAL with worse motor function was mediated by cortical thickness of the bilateral orbitofrontal region. Taken together, this study suggests that NGAL plays a potential role in the neuropathophysiology of neurocognitive impairments of HIV.
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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: 3.0] [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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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: 11] [Impact Index Per Article: 2.8] [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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O'Connor EE, Zeffiro T, Lopez OL, Becker JT, Zeffiro T. HIV infection and age effects on striatal structure are additive. J Neurovirol 2019; 25:480-495. [PMID: 31028692 PMCID: PMC10488234 DOI: 10.1007/s13365-019-00747-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 03/04/2019] [Accepted: 04/01/2019] [Indexed: 12/17/2022]
Abstract
The age of the HIV-infected population is increasing. Although many studies document gray matter volume (GMV) changes following HIV infection, GMV also declines with age. Findings have been inconsistent concerning interactions between HIV infection and age on brain structure. Effects of age, substance use, and inadequate viral suppression may confound identification of GMV serostatus effects using quantitative structural measures. In a cross-sectional study of HIV infection, including 97 seropositive and 84 seronegative, demographically matched participants, ages 30-70, we examined serostatus and age effects on GMV and neuropsychological measures. Ninety-eight percent of seropositive participants were currently treated with anti-retroviral therapies and all were virally suppressed. Gray, white, and CSF volumes were estimated using high-resolution T1-weighted MRI. Linear regression modeled effects of serostatus, age, education, comorbidities, and magnetic field strength on brain structure, using both a priori regions and voxel-based morphometry. Although seropositive participants exhibited significant bilateral decreases in striatal GMV, no serostatus effects were detected in the thalamus, hippocampus, or cerebellum. Age was associated with cortical, striatal, thalamic, hippocampal, and cerebellar GMV reductions. Effects of age and serostatus on striatal GMV were additive. Although no main effects of serostatus on neuropsychological performance were observed, serostatus moderated the relationship between pegboard performance and striatal volume. Both HIV infection and age were associated with reduced striatal volume. The lack of interaction of these two predictors suggests that HIV infection is associated with premature, but not accelerated, brain age. In serostatus groups matched on demographic and clinical variables, there were no observed differences in neuropsychological performance. Striatal GMV measures may be promising biomarker for use in studies of treated HIV infection.
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Affiliation(s)
- Erin E O'Connor
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland, Baltimore, MD, USA.
| | | | - Oscar L Lopez
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
| | - James T Becker
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Thomas Zeffiro
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland, Baltimore, MD, USA
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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: 1.0] [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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Abstract
OBJECTIVE The influence of confounding neurocognitive comorbidities in people living with HIV (PLWH) on neuroimaging has not been systematically evaluated. We determined associations between comorbidity burden and brain integrity and examined the moderating effect of age on these relationships. DESIGN Observational, cross-sectional substudy of the CNS HIV Antiretroviral Therapy Effects Research cohort. METHODS A total of 288 PLWH (mean age = 44.2) underwent structural MRI and magnetic resonance spectroscopy as well as neurocognitive and neuromedical assessments. Consistent with Frascati criteria for HIV-associated neurocognitive disorders (HAND), neuromedical and neuropsychiatric comorbidity burden was classified as incidental (mild), contributing (moderate), or confounding (severe-exclusionary) to a diagnosis of HAND. Multiple regression modeling predicted neuroimaging outcomes as a function of comorbidity classification, age, and their interaction. RESULTS Comorbidity classifications were 176 incidental, 77 contributing, and 35 confounded; groups did not differ in HIV disease characteristics. Relative to incidental and contributing participants, confounded participants had less cortical gray matter and more abnormal white matter and ventricular cerebrospinal fluid, alongside more neuroinflammation (choline, myo-inositol) and less neuronal integrity (N-acetylaspartate). Older age exacerbated the impact of comorbidity burden: to a greater extent in the confounded group, older age was associated with more abnormal white matter (P = 0.017), less total white matter (P = 0.015), and less subcortical gray matter (P = 0.014). CONCLUSION Neuroimaging in PLWH reveals signatures associated with confounding neurocognitive conditions, emphasizing the importance of evaluating these among individuals with suspected HAND. Older age amplifies subcortical and white matter tissue injury, especially in PLWH with severe comorbidity burden, warranting increased attention to this population as it ages.
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Womersley JS, Spies G, Seedat S, Hemmings SMJ. Childhood trauma interacts with ApoE to influence neurocognitive function in women living with HIV. J Neurovirol 2019; 25:183-193. [PMID: 30478798 PMCID: PMC7010592 DOI: 10.1007/s13365-018-0700-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 10/22/2018] [Accepted: 11/09/2018] [Indexed: 12/16/2022]
Abstract
HIV-associated neurocognitive disorder (HAND) describes a spectrum of behavioural, motor and cognitive disturbances that can occur secondary to HIV infection. Less severe forms of the disorder persist despite advances in antiretroviral medication efficacy and availability. Childhood trauma (CT) may predispose individuals to developing HAND. As genetic variation in human apolipoprotein E (ApoE) has been implicated in cognitive decline and may mediate the development of long-term health outcomes following CT, we investigated the influence of ApoE and CT on cognitive function in the context of HIV. One hundred twenty-eight HIV-positive Xhosa women completed the Childhood Trauma Questionnaire-Short Form (CTQ-SF) as well as the HIV Neurobehavioural Research Center neurocognitive test battery. rs7412 and rs429358 were genotyped using KASP assays, and this data was used to determine the ApoE isoform. Baseline differences in demographic and clinical variables according to CT exposure were calculated. Analysis of covariance was used to assess the contributions of CT and ApoE variants, as well as their interaction, to cognitive function. Eighty-eight participants reported experiencing CT. The rs7412 C allele protected against the harmful effect of CT on motor scores using an additive model. The interaction of ApoE ε4 and CT was associated with worse attention/working memory scores. ApoE ε4, alone and in combination with CT, is associated with poorer cognitive function. Further research into this gene-environment interaction may assist in identifying at-risk individuals for targeted interventions.
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Affiliation(s)
- Jacqueline S Womersley
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Francie van Zijl Drive, Tygerberg, 7505, South Africa
| | - Georgina Spies
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Francie van Zijl Drive, Tygerberg, 7505, South Africa
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Francie van Zijl Drive, Tygerberg, 7505, South Africa
| | - Sian M J Hemmings
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Francie van Zijl Drive, Tygerberg, 7505, South Africa.
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Atrophic brain signatures of mild forms of neurocognitive impairment in virally suppressed HIV infection. AIDS 2019; 33:55-66. [PMID: 30325766 DOI: 10.1097/qad.0000000000002042] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
OBJECTIVE There is a lack of evidence for the neurobiological underpinning of asymptomatic neurocognitive impairment (ANI) and mild neurocognitive disorders (MNDs) in virally suppressed HIV-positive persons. We hypothesized that such mild impairment would be associated with focal brain atrophy. DESIGN A cross-sectional observational study. METHODS Eighty-five virally suppressed HIV-positive and 44 geographically, demographically and lifestyle comparable HIV-negative men underwent anatomical MRI, neuropsychological evaluation and HIV laboratory tests. Volumes of interest (VOI) from magnetic resonance (MR) images were extracted using FreeSurfer to yield grey and white matter volumes in regions associated with HIV-related brain injury. HIV-associated neurocognitive disorder (HAND) [ANI = 38%, MND = 13%, HIV-associated dementia (HAD) = 3% vs. neuropsychologically-normal] was classified using Global Deficit Score (GDS ≥0.5) and functional decline. Effects of HIV status on VOI were assessed with multivariate analyses controlling for family-wise error. HAND categories and HIV biomarker effects on VOI were assessed with multiple regression. RESULTS Relative to the HIV-negative group, the HIV-positive group demonstrated subcortical grey (d = 0.50-0.60) and white matter (d = 0.43-0.69) atrophy, with relative cortical sparing (d = 0.23). ANI showed reduced medial-orbitofrontal white matter compared with NP-normal cases (P = 0.04). MND showed enlarged lateral ventricles (P = 0.02) and reduced caudal-middle-frontal white matter (P = 0.04), caudal-anterior-cingulate white matter (P = 0.006) and inferior-parietal white matter (P = 0.04) compared with neuropsychologically normal. Across the HIV-positive group, lower CD4+/CD8 ratio was the strongest predictor of atrophy in subcortical regions. Across HAND categories, HIV disease duration uniquely predicted greater medial-orbitofrontal white matter atrophy only in ANI (P = 0.002). CONCLUSION ANI shows specific frontal white matter atrophy to which HIV disease duration is a unique contributor. MND is characterized by more widespread subcortical atrophy.
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Montoya JL, Campbell LM, Paolillo EW, Ellis RJ, Letendre SL, Jeste DV, Moore DJ. Inflammation Relates to Poorer Complex Motor Performance Among Adults Living With HIV on Suppressive Antiretroviral Therapy. J Acquir Immune Defic Syndr 2019; 80:15-23. [PMID: 30365450 PMCID: PMC6289807 DOI: 10.1097/qai.0000000000001881] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Inflammatory processes have been suggested to underlie early neurologic abnormalities among persons living with HIV (HIV-positive), such as deficits in complex motor function, that are purported to remit with effective antiretroviral therapy (ART). We hypothesized that HIV will have negative direct and indirect effects through inflammation on complex motor performance. METHODS The sample consisted of 90 ART-treated virally suppressed HIV-positive and 94 HIV-negative adults, aged 36-65 years, with balanced recruiting in each age decade (36-45, 46-55, and 56-65). Biomarkers of inflammation (d-dimer, IL-6, MCP-1/CCL2, sCD14, and TNF-α) were measured, and a composite inflammation burden score was calculated. Complex motor performance was evaluated using the Grooved Pegboard Test. RESULTS The HIV-positive group had worse complex motor performance (P = 0.001; Hedges g = -0.49) and a higher average inflammation burden composite score (P < 0.001; Hedges g = 0.78) than the HIV-negative group. Path analyses indicated that the indirect effect of HIV disease on complex motor performance through inflammation burden was statistically significant, accounting for 15.1% of the effect of HIV on complex motor performance. CONCLUSIONS Although neurologic findings (eg, deficits in motor speed/dexterity) commonly associated with HIV infection typically remit with ART, our analysis indicates that inflammation plays an important role in worse complex motor skills among HIV-positive adults. Future studies of strategies for managing chronic inflammation in HIV should consider using an inflammation burden composite and examining its effect on complex motor performance.
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Affiliation(s)
| | - Laura M. Campbell
- SDSU/UCSD Joint Doctoral Program in Clinical Psychology, San Diego, CA
| | - Emily W. Paolillo
- SDSU/UCSD Joint Doctoral Program in Clinical Psychology, San Diego, CA
| | - Ronald J. Ellis
- Department of Neurosciences, University of California San Diego
| | - Scott L. Letendre
- Division of Infectious Diseases, School of Medicine, University of California San Diego
| | - Dilip V. Jeste
- Department of Psychiatry, University of California San Diego
- Department of Neurosciences, University of California San Diego
- Sam and Rose Stein Institute for Research on Aging, University of California San Diego
| | - David J. Moore
- Department of Psychiatry, University of California San Diego
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Effects of HIV Infection, methamphetamine dependence and age on cortical thickness, area and volume. NEUROIMAGE-CLINICAL 2018; 20:1044-1052. [PMID: 30342393 PMCID: PMC6197439 DOI: 10.1016/j.nicl.2018.09.034] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 09/25/2018] [Accepted: 09/30/2018] [Indexed: 12/12/2022]
Abstract
OBJECTIVE This study examined the effects of HIV infection, methamphetamine dependence and their interaction on cortical thickness, area and volume, as well as the potential interactive effects on cortical morphometry of HIV and methamphetamine with age. METHOD T1-weighted structural images were obtained on a 3.0T General Electric MR750 scanner. Freesurfer v5.3.0 was used to derive cortical thickness, area and volume measures in thirty-four regions based on Desikan-Killiany atlas labels. RESULTS Following correction for multiple statistical tests, HIV diagnosis was not significantly related to cortical thickness or area in any ROI, although smaller global cortical area and volume were seen in those with lower nadir CD4 count. HIV diagnosis, nevertheless, was associated with smaller mean cortical volumes in rostral middle frontal gyrus and in the inferior and superior parietal lobes. Methamphetamine dependence was significantly associated with thinner cortex especially in posterior cingulate gyrus, but was not associated with cortical area or volume following correction for multiple statistical tests. We found little evidence that methamphetamine dependence moderated differences in cortical area, volume or thickness for any ROI in the HIV seropositive group. Interactions with age revealed that HIV diagnosis attenuated the degree of age-related cortical thinning seen in non-infected individuals; intercepts indicated that young HIV seropositive individuals had thinner cortex than non-infected peers. CONCLUSIONS Methamphetamine dependence does not appear to potentiate a reduction of cortical area, volume or thickness in HIV seropositive individuals. The finding of thinner cortex in young HIV seropositive individuals and the association between CD4 nadir and global cortical area and volume argue for prioritizing early antiretroviral treatment.
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Hammoud DA, Sinharay S, Steinbach S, Wakim PG, Geannopoulos K, Traino K, Dey AK, Tramont E, Rapoport SI, Snow J, Mehta NN, Smith BR, Nath A. Global and regional brain hypometabolism on FDG-PET in treated HIV-infected individuals. Neurology 2018; 91:e1591-e1601. [PMID: 30258017 DOI: 10.1212/wnl.0000000000006398] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 07/16/2018] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE To quantitatively measure brain glucose metabolism in treated HIV-positive individuals with [18F]-labeled fluorodeoxyglucose (FDG) PET/CT. METHODS We performed a cross-sectional comparison of FDG uptake in 47 treated HIV+ individuals, 10 age-matched controls (HIV-) sharing many of the comorbid conditions seen in the HIV+ group, and 19 age-matched healthy controls (HCs). We compared whole-brain (WB) and regional FDG standardized uptake values (SUVs) of select subcortical/central structures among the groups and correlated the values to clinical and neuropsychological assessments. A variable selection model was used to predict SUVs in HIV+ (n = 47) and in combined HIV+ and HIV- participants (n = 57). RESULTS We found lower WB SUVmax in HIV+ participants compared to HCs but not to HIV- participants. Among the relative SUVmean measurements (regional SUVmean/WB SUVmean), only relative thalamic uptake values were lower in HIV+ compared to HIV- participants. When HIV+ and HIV- participants were grouped, cardiovascular disease risk scores best predicted WB SUVmean and SUVmax, while HIV status best predicted thalamic relative SUVmean. CONCLUSIONS We identified an important role for cardiovascular disease in neuronal loss/dysfunction, as measured by FDG-PET, in treated HIV+ patients. This underscores the need for shifting the focus of clinical intervention in this vulnerable population from HIV effects alone to a wider set of comorbid conditions, mainly cardiovascular disease. Only the thalamus showed significantly lower relative uptake in the HIV+ compared to the HC and HIV- groups. This needs to be further evaluated for underlying pathophysiology and potential association with memory, executive functioning, and attention deficits seen in the HIV+ population.
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Affiliation(s)
- Dima A Hammoud
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD.
| | - Sanhita Sinharay
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Sally Steinbach
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Paul G Wakim
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Katrina Geannopoulos
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Katherine Traino
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Amit K Dey
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Edmund Tramont
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Stanley I Rapoport
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Joseph Snow
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Nehal N Mehta
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
| | - Bryan R Smith
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD.
| | - Avindra Nath
- From the Center for Infectious Disease Imaging, Radiology and Imaging Sciences (D.A.H., S. Sinharay), Clinical Center, National Institute of Neurological Diseases and Stroke (S. Steinbach, K.G., B.R.S., A.N.), Biostatistics and Clinical Epidemiology Service (P.G.W.), Clinical Center, National Institute of Mental Health (K.T., J.S.), National Heart, Lung, and Blood Institute (A.K.D., N.N.M.), National Institute for Allergy and Infectious Diseases (E.T.), and National Institute on Alcohol Abuse and Alcoholism (S.I.R.), NIH, Bethesda, MD
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Alford K, Vera JH. Cognitive Impairment in people living with HIV in the ART era: A Review. Br Med Bull 2018; 127:55-68. [PMID: 29868901 DOI: 10.1093/bmb/ldy019] [Citation(s) in RCA: 95] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 05/22/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Cognitive disorders are a common issue impacting those living with human immunodeficiency virus (HIV). Effective antiretroviral treatment has lessened the severity but not the frequency of these impairments. Such deficits reduce quality of life and present a significant challenge to clinicians in the context of an ageing HIV population with a growing number of comorbidities. SOURCES OF DATA This review is based on recent published literature in the field of HIV-associated cognitive impairment (HAND). AREAS OF AGREEMENT The pathogenesis of HAND is multifactorial and can be categorized into HIV viral factors, antiretroviral factors and individual factors. The risk factors associated with HAND are well documented. AREAS OF CONTROVERSY The prevalence of HAND in HIV populations varies and is dependent on populations studied and assessment batteries used. Disease progression is poorly understood and has important implication for screening programmes. The relative contribution of pathogenic mechanisms causing HAND is unclear, but recent papers point to inflammation as a significant contributor. GROWING AREAS The role of psychiatric diseases, such as depression, in the development and maintenance of HAND has recently been examined and requires clinical consideration. Furthermore, as the HIV population ages, its clinical management faces new challenges. AREAS TIMELY FOR DEVELOPING RESEARCH Identifying biomarkers for HAND which are practical in a clinical setting and utilizing new imaging technologies to better monitor diagnosis and disease progression. Furthermore, the development of therapeutics targeting inflammation appears of increasing importance.
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Affiliation(s)
- K Alford
- Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex Brighton, UK
| | - J H Vera
- Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex Brighton, UK.,Department of Medicine, Brighton and Sussex Medical School, Brighton, UK
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Wu M, Fatukasi O, Yang S, Alger J, Barker PB, Hetherington H, Kim T, Levine A, Martin E, Munro CA, Parrish T, Ragin A, Sacktor N, Seaberg E, Becker JT. HIV disease and diabetes interact to affect brain white matter hyperintensities and cognition. AIDS 2018; 32:1803-1810. [PMID: 29794829 PMCID: PMC6082131 DOI: 10.1097/qad.0000000000001891] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Since the onset of combination antiretroviral therapy use, the incidence of HIV-associated dementia and of HIV encephalitis has fallen dramatically. The present study investigates the extent of white matter hyperintensities (WMHs) among individuals with HIV disease, and factors that predict their presence and their impact on psychomotor speed. METHODS A total of 322 men participating in the Multicenter AIDS Cohort Study (185 HIV-infected, age: 57.5 ± 6.0) underwent MRI scans of the brain. T1-weighted magnetization-prepared rapid gradient-echo (MP-RAGE) and T2-weighted Fluid Attenuated Inversion Recovery (FLAIR) images were obtained and processed using an automated method for identifying and measuring WMHs. WMH burden was expressed as the log10 transformed percentage of total white matter. RESULTS There were no significant associations between WMHs and HIV disease. However, the extent of WMHs was predicted by age more than 60 (β = 0.17), non-white race (β = 0.14), glomerular filtration rate (β = -0.11), and the presence of diabetes (β = 0.12). There were no interactions between HIV status and age (β = -0.03) or between age and diabetes (β = 0.07). However, the interaction between HIV infection and diabetes was significant (β = 0.26). The extent of WMHs was significantly associated with performance on measures of psychomotor speed (β = 0.15). CONCLUSION In today's therapeutic environment, in HIV-infected and HIV seronegative individuals, those factors which affect the cerebrovasculature are the best predictors of WMHs. Diabetes has a specific impact among HIV-infected, but not uninfected, men, suggesting the need for more aggressive treatment even in the prediabetes state, especially as WMHs affect cognitive functions.
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Affiliation(s)
- Minjie Wu
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Omalara Fatukasi
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Shaolin Yang
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois
| | - Jeffery Alger
- Department of Radiology, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California
| | - Peter B Barker
- Departments of Radiology, The Johns Hopkins University, Baltimore, Maryland
| | - Hoby Hetherington
- Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Tae Kim
- Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Andrew Levine
- Department of Neurology, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California
| | - Eileen Martin
- Department of Psychiatry, Rush University Medical School, Chicago, Illinois
| | - Cynthia A Munro
- Department of Neurology, The Johns Hopkins University, Baltimore, Maryland
| | - Todd Parrish
- Department of Radiology, Northwestern University, Evanston, Illinois
| | - Ann Ragin
- Department of Radiology, Northwestern University, Evanston, Illinois
| | - Ned Sacktor
- Department of Neurology, The Johns Hopkins University, Baltimore, Maryland
| | - Eric Seaberg
- Department of Epidemiology, The Johns Hopkins University, Baltimore, Maryland
| | - James T Becker
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Neurology
- Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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44
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Samboju V, Philippi CL, Chan P, Cobigo Y, Fletcher JLK, Robb M, Hellmuth J, Benjapornpong K, Dumrongpisutikul N, Pothisri M, Paul R, Ananworanich J, Spudich S, Valcour V. Structural and functional brain imaging in acute HIV. NEUROIMAGE-CLINICAL 2018; 20:327-335. [PMID: 30101063 PMCID: PMC6082997 DOI: 10.1016/j.nicl.2018.07.024] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 06/30/2018] [Accepted: 07/25/2018] [Indexed: 01/03/2023]
Abstract
Background HIV RNA is identified in cerebrospinal fluid (CSF) within eight days of estimated viral exposure. Neurological findings and impaired neuropsychological testing performance are documented in a subset of individuals with acute HIV infection (AHI). The purpose of this study was to determine whether microstructural white matter and resting-state functional connectivity (rsFC) are disrupted in AHI. Methods We examined 49 AHI (100% male; mean age = 30 ± SD 9.9) and 23 HIV-uninfected Thai participants (78% male; age = 30 ± 5.5) with diffusion tensor imaging (DTI) and rsFC acquired at 3 Tesla, and four neuropsychological tests (summarized as NPZ-4). MRI for the AHI group was performed prior to combination antiretroviral treatment (ART) in 26 participants and on average two days (range:1–5) after ART in 23 participants. Fractional anisotropy (FA), mean (MD), axial (AD), and radial diffusivity (RD) were quantified for DTI. Seed-based voxelwise rsFC analyses were completed for the default mode (DMN), fronto-parietal, and salience and 6 subcortical networks. rsFC and DTI analyses were corrected for family-wise error, with voxelwise comparisons completed using t-tests. Group-specific voxelwise regressions were conducted to examine relationships between imaging indices, HIV disease variables, and treatment status. Results The AHI group had a mean (SD) CD4 count of 421(234) cells/mm3 plasma HIV RNA of 6.07(1.1) log10 copies/mL and estimated duration of infection of 20(5.5) days. Differences between AHI and CO groups did not meet statistical significance for DTI metrics. Within the AHI group, voxelwise analyses revealed associations between brief exposure to ART and higher FA and lower RD and MD bilaterally in the corpus callosum, corona radiata, and superior longitudinal fasciculus (p < 0.05). Diffusion indices were unrelated to clinical variables or NPZ-4. The AHI group had reduced rsFC between left parahippocampal cortex (PHC) of the DMN and left middle frontal gyrus compared to CO (p < 0.002). Within AHI, ART status was unrelated to rsFC. However, higher CD4 cell count associated with increased rsFC for the right lateral parietal and PHC seeds in the DMN. Direct associations were noted between NPZ-4 correspond to higher rsFC of the bilateral caudate seed (p < 0.002). Conclusions Study findings reveal minimal disruption to structural and functional brain integrity in the earliest stages of HIV. Longitudinal studies are needed to determine if treatment with ART initiated in AHI is sufficient to prevent the evolution of brain dysfunction identified in chronically infected individuals. DTI indicates no significant differences between acute HIV and uninfected controls. rsfMRI reflects limited reduced rsFC in acute HIV compared to uninfected controls. Relatively preserved brain integrity identified in acute HIV vs uninfected controls. Cognitive testing and CD4 lymphocyte counts associate with rsFC activity in acute HIV.
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Affiliation(s)
- Vishal Samboju
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, CA, USA
| | - Carissa L Philippi
- University of Missouri St. Louis, Department of Psychological Sciences, St. Louis, MO, USA
| | - Phillip Chan
- SEARCH, Thai Red Cross AIDS Research Centre, Bangkok, Thailand
| | - Yann Cobigo
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, CA, USA
| | | | - Merlin Robb
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Joanna Hellmuth
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, CA, USA
| | | | | | - Mantana Pothisri
- Department of Radiology, Chulalongkorn University Medical Center, Bangkok, Thailand
| | - Robert Paul
- University of Missouri St. Louis, Department of Psychological Sciences, St. Louis, MO, USA
| | - Jintanat Ananworanich
- SEARCH, Thai Red Cross AIDS Research Centre, Bangkok, Thailand; U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA; Department of Global Health, The University of Amsterdam, Amsterdam, The Netherlands
| | - Serena Spudich
- Department of Neurology, Yale University, New Haven, CT, USA
| | - Victor Valcour
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, CA, USA.
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