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Mohajeri S, Potchen M, Sikazwe I, Kampondeni S, Hoffman C, Bearden D, Kalungwana L, Musonda N, Mathews M, Mwenechanya M, Dallah I, Johnson B, Bositis C, Huang J, Birbeck GL. Brain Imaging in New-Onset Seizure of Children Living With Human Immunodeficiency Virus in Zambia. Pediatr Neurol 2024; 159:41-47. [PMID: 39116475 PMCID: PMC11444370 DOI: 10.1016/j.pediatrneurol.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 06/10/2024] [Accepted: 07/04/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND There are an estimated 1.5 million children living with human immunodeficiency virus (CLHIV), most residing in sub-Saharan Africa. A common hospital presentation of CLHIV is new-onset seizure, for which imaging is helpful but not routinely performed due to scarce resources. We present imaging findings and their association with clinical risk factors and outcomes in a cohort of Zambian CLHIV presenting with new-onset seizure. METHODS In this prospective cohort study, participants were recruited at the University Teaching Hospital in Lusaka, Zambia. Various clinical and demographic characteristics were obtained. Computed tomography (CT), magnetic resonance imaging (MRI), or both were obtained during admission or shortly after discharge. If both studies were available, MRI data was used. Two neuroradiologists interpreted images using REDCap-based NeuroInterp, a tool that quantifies brain imaging findings. Age-dependent neuropsychologic assessments were administered. RESULTS Nineteen of 39 (49%) children had a brain MRI, 16 of 39 (41%) had CT, and four of 39 (10%) had both. Mean age was 6.8 years (S.D. = 4.8). Children with advanced HIV disease had higher odds of atrophy (odds ration [OR] 7.2, 95% confidence interval [CI] 1.1 to 48.3). Focal abnormalities were less likely in children receiving antiretroviral therapy (ART) (OR 0.22, 95% CI 0.05 to 1.0). Children with neurocognitive impairment were more likely to have atrophy (OR 8.4, 95% CI 1.3 to 55.4) and less likely to have focal abnormalities (OR 0.2, 95% CI 0.03 to 0.9). CONCLUSIONS Focal brain abnormalities on MRI were less likely in CLHIV on ART. Brain atrophy was the most common imaging abnormality, which was linked to severe neurocognitive impairment.
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Affiliation(s)
- Sarah Mohajeri
- Department of Imaging Sciences, University of Rochester, Rochester, New York.
| | - Michael Potchen
- Department of Imaging Sciences, University of Rochester, Rochester, New York
| | - Izukanji Sikazwe
- Center for Infectious Diseases Research in Zambia (CIDRZ), Lusaka, Zambia
| | | | - Colleen Hoffman
- Department of Radiology, Michigan State University, East Lansing, Michigan
| | - David Bearden
- Department of Neurology, Pediatric, University of Rochester, Rochester, New York
| | - Lisa Kalungwana
- Department of Psychology, University of Zambia, Lusaka, Zambia
| | - Namwiya Musonda
- Department of Psychology, University of Zambia, Lusaka, Zambia
| | - Manoj Mathews
- University Teaching Hospital-Children's Hospital, Lusaka, Zambia
| | | | | | - Brent Johnson
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York
| | - Christopher Bositis
- Department of Family and Community Medicine, University of California, San Francisco, San Francisco, California
| | - Jessie Huang
- University of Rochester School of Medicine, Rochester, New York
| | - Gretchen L Birbeck
- Department of Neurology, Epilepsy, University of Rochester, Rochester, New York
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Moschopoulos CD, Stanitsa E, Protopapas K, Kavatha D, Papageorgiou SG, Antoniadou A, Papadopoulos A. Multimodal Approach to Neurocognitive Function in People Living with HIV in the cART Era: A Comprehensive Review. Life (Basel) 2024; 14:508. [PMID: 38672778 PMCID: PMC11050956 DOI: 10.3390/life14040508] [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: 03/07/2024] [Revised: 04/02/2024] [Accepted: 04/13/2024] [Indexed: 04/28/2024] Open
Abstract
Combination antiretroviral treatment (cART) has revolutionized the management of human immunodeficiency virus (HIV) and has markedly improved the disease burden and life expectancy of people living with HIV. HIV enters the central nervous system (CNS) early in the course of infection, establishes latency, and produces a pro-inflammatory milieu that may affect cognitive functions, even in the cART era. Whereas severe forms of neurocognitive impairment (NCI) such as HIV-associated dementia have declined over the last decades, milder forms have become more prevalent, are commonly multifactorial, and are associated with comorbidity burdens, mental health, cART neurotoxicity, and ageing. Since 2007, the Frascati criteria have been used to characterize and classify HIV-associated neurocognitive disorders (HAND) into three stages, namely asymptomatic neurocognitive impairment (ANI), mild neurocognitive disorder (MND), and HIV-associated dementia (HAD). These criteria are based on a comprehensive neuropsychological assessment that presupposes the availability of validated, demographically adjusted, and normative population data. Novel neuroimaging modalities and biomarkers have been proposed in order to complement NCI assessments, elucidate neuropathogenic mechanisms, and support HIV-associated NCI diagnosis, monitoring, and prognosis. By integrating neuropsychological assessments with biomarkers and neuroimaging into a holistic care approach, clinicians can enhance diagnostic accuracy, prognosis, and patient outcomes. This review interrogates the value of these modes of assessment and proposes a unified approach to NCI diagnosis.
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Affiliation(s)
- Charalampos D. Moschopoulos
- 4th Department of Internal Medicine, Medical School of Athens, National and Kapodistrian University of Athens, Attikon University Hospital, 12462 Athens, Greece; (K.P.); (D.K.); (A.A.); (A.P.)
| | - Evangelia Stanitsa
- 1st Department of Neurology, Medical School of Athens, National and Kapodistrian University of Athens, Eginition Hospital, 11528 Athens, Greece; (E.S.); (S.G.P.)
| | - Konstantinos Protopapas
- 4th Department of Internal Medicine, Medical School of Athens, National and Kapodistrian University of Athens, Attikon University Hospital, 12462 Athens, Greece; (K.P.); (D.K.); (A.A.); (A.P.)
| | - Dimitra Kavatha
- 4th Department of Internal Medicine, Medical School of Athens, National and Kapodistrian University of Athens, Attikon University Hospital, 12462 Athens, Greece; (K.P.); (D.K.); (A.A.); (A.P.)
| | - Sokratis G. Papageorgiou
- 1st Department of Neurology, Medical School of Athens, National and Kapodistrian University of Athens, Eginition Hospital, 11528 Athens, Greece; (E.S.); (S.G.P.)
| | - Anastasia Antoniadou
- 4th Department of Internal Medicine, Medical School of Athens, National and Kapodistrian University of Athens, Attikon University Hospital, 12462 Athens, Greece; (K.P.); (D.K.); (A.A.); (A.P.)
| | - Antonios Papadopoulos
- 4th Department of Internal Medicine, Medical School of Athens, National and Kapodistrian University of Athens, Attikon University Hospital, 12462 Athens, Greece; (K.P.); (D.K.); (A.A.); (A.P.)
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Alterations of gray and white matter volumes and cortical thickness in treated HIV-positive patients. Magn Reson Imaging 2023; 95:27-38. [PMID: 36265696 DOI: 10.1016/j.mri.2022.10.006] [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: 08/17/2022] [Revised: 10/03/2022] [Accepted: 10/11/2022] [Indexed: 11/19/2022]
Abstract
Brain structural changes in HIV identified by voxel-based morphometry (VBM) alone could arise from a variety of causes that are difficult to distinguish without further information, such as cortical thickness (CT), gyrification index (GI) or sulcal depth (SD). Hence, our goal was to assess these additional metrics in HIV using high-resolution 3D T1-weighted images and investigate if surface-based morphometric (SBM) analysis would reveal significant changes in the gray matter (GM) and white matter (WM) volumes combined with alterations in cortical thickness (CT), gyrification index (GI), sulcal depth (SD). T1-w magnetization-prepared-rapid-acquisition gradient-echo (MP-RAGE) scans were acquired in 27 HIV-infected individuals on antiretroviral therapy (ART) and 15 HIV-uninfected healthy controls using a 3T MRI scanner equipped with a 16-channel head "receive" and a quadrature body "transmit" coil. Voxel-based and surface-based morphometric analyses were performed using the MATLAB based SPM Computational Anatomy Toolbox (CAT12.7(1700)). HIV-infected patients showed significantly altered GM and WM volumes, CT, GI, and SD, in multiple brain regions. This study showed the association of altered GM and WM volumes in local brain regions with the changes in region-wise CT, GI and SD measures of HIV-infected patients, especially in the parahippocampal and middle frontal regions as compared to uninfected healthy controls. The outcome of this study suggests that the findings of VBM may not necessarily indicate the volumetric shrinkage or increase alone, but might also be due to altered CT, GI, or SD. Correlation analysis showed a significantly accelerated gray matter loss with age in HIV-infected individuals compared to uninfected healthy controls.
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Khobo IL, Jankiewicz M, Holmes MJ, Little F, Cotton MF, Laughton B, van der Kouwe AJW, Moreau A, Nwosu E, Meintjes EM, Robertson FC. Multimodal magnetic resonance neuroimaging measures characteristic of early cART-treated pediatric HIV: A feature selection approach. Hum Brain Mapp 2022; 43:4128-4144. [PMID: 35575438 PMCID: PMC9374890 DOI: 10.1002/hbm.25907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 04/03/2022] [Accepted: 04/26/2022] [Indexed: 11/09/2022] Open
Abstract
Children with perinatally acquired HIV (CPHIV) have poor cognitive outcomes despite early combination antiretroviral therapy (cART). While CPHIV-related brain alterations can be investigated separately using proton magnetic resonance spectroscopy (1 H-MRS), structural magnetic resonance imaging (sMRI), diffusion tensor imaging (DTI), and functional MRI (fMRI), a set of multimodal MRI measures characteristic of children on cART has not been previously identified. We used the embedded feature selection of a logistic elastic-net (EN) regularization to select neuroimaging measures that distinguish CPHIV from controls and measured their classification performance via the area under the receiver operating characteristic curve (AUC) using repeated cross validation. We also wished to establish whether combining MRI modalities improved the models. In single modality analysis, sMRI volumes performed best followed by DTI, whereas individual EN models on spectroscopic, gyrification, and cortical thickness measures showed no class discrimination capability. Adding DTI and 1 H-MRS in basal measures to sMRI volumes produced the highest classification performancevalidation accuracy = 85 % AUC = 0.80 . The best multimodal MRI set consisted of 22 DTI and sMRI volume features, which included reduced volumes of the bilateral globus pallidus and amygdala, as well as increased mean diffusivity (MD) and radial diffusivity (RD) in the right corticospinal tract in cART-treated CPHIV. Consistent with previous studies of CPHIV, select subcortical volumes obtained from sMRI provide reasonable discrimination between CPHIV and controls. This may give insight into neuroimaging measures that are relevant in understanding the effects of HIV on the brain, thereby providing a starting point for evaluating their link with cognitive performance in CPHIV.
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Affiliation(s)
- Isaac L. Khobo
- Division of Biomedical Engineering, Department of Human Biology, Biomedical Engineering Research CenterUniversity of Cape TownCape TownSouth Africa
- Neuroscience InstituteUniversity of Cape TownCape TownSouth Africa
| | - Marcin Jankiewicz
- Division of Biomedical Engineering, Department of Human Biology, Biomedical Engineering Research CenterUniversity of Cape TownCape TownSouth Africa
- Neuroscience InstituteUniversity of Cape TownCape TownSouth Africa
- Cape Universities Body Imaging CenterUniversity of Cape TownCape TownSouth Africa
| | - Martha J. Holmes
- Division of Biomedical Engineering, Department of Human Biology, Biomedical Engineering Research CenterUniversity of Cape TownCape TownSouth Africa
- Neuroscience InstituteUniversity of Cape TownCape TownSouth Africa
| | - Francesca Little
- Department of Statistical SciencesUniversity of Cape TownCape TownSouth Africa
| | - Mark F. Cotton
- Department of Pediatrics & Child Health, Family Center for Research with Ubuntu, Tygerberg HospitalStellenbosch UniversityCape TownSouth Africa
| | - Barbara Laughton
- Department of Pediatrics & Child Health, Family Center for Research with Ubuntu, Tygerberg HospitalStellenbosch UniversityCape TownSouth Africa
| | - Andre J. W. van der Kouwe
- Division of Biomedical Engineering, Department of Human Biology, Biomedical Engineering Research CenterUniversity of Cape TownCape TownSouth Africa
- A.A. Martinos Centre for Biomedical ImagingMassachusetts General HospitalBostonMassachusettsUSA
- Department of RadiologyHarvard Medical SchoolBostonMassachusettsUSA
| | | | - Emmanuel Nwosu
- Division of Biomedical Engineering, Department of Human Biology, Biomedical Engineering Research CenterUniversity of Cape TownCape TownSouth Africa
| | - Ernesta M. Meintjes
- Division of Biomedical Engineering, Department of Human Biology, Biomedical Engineering Research CenterUniversity of Cape TownCape TownSouth Africa
- Neuroscience InstituteUniversity of Cape TownCape TownSouth Africa
- Cape Universities Body Imaging CenterUniversity of Cape TownCape TownSouth Africa
| | - Frances C. Robertson
- Division of Biomedical Engineering, Department of Human Biology, Biomedical Engineering Research CenterUniversity of Cape TownCape TownSouth Africa
- Neuroscience InstituteUniversity of Cape TownCape TownSouth Africa
- Cape Universities Body Imaging CenterUniversity of Cape TownCape TownSouth Africa
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Fernandez Cruz AL, Chen CM, Sanford R, Collins DL, Brouillette MJ, Mayo NE, Fellows LK. Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men. PLoS One 2021; 16:e0243670. [PMID: 34314416 PMCID: PMC8315526 DOI: 10.1371/journal.pone.0243670] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 07/12/2021] [Indexed: 01/18/2023] Open
Abstract
OBJECTIVE This study used converging methods to examine the neural substrates of cognitive ability in middle-aged and older men with well-controlled HIV infection. METHODS Seventy-six HIV+ men on antiretroviral treatment completed an auditory oddball task and an inhibitory control (Simon) task while time-locked high-density EEG was acquired; 66 had usable EEG data from one or both tasks; structural MRI was available for 43. We investigated relationships between task-evoked EEG responses, cognitive ability and immunocompromise. We also explored the structural correlates of these EEG markers in the sub-sample with complete EEG and MRI data (N = 27). RESULTS EEG activity was associated with cognitive ability at later (P300) but not earlier stages of both tasks. Only the oddball task P300 was reliably associated with HIV severity (nadir CD4). Source localization confirmed that the tasks engaged partially distinct circuits. Thalamus volume correlated with oddball task P300 amplitude, while globus pallidus volume was related to the P300 in both tasks. INTERPRETATION This is the first study to use task-evoked EEG to identify neural correlates of individual differences in cognition in men living with well-controlled HIV infection, and to explore the structural basis of the EEG markers. We found that EEG responses evoked by the oddball task are more reliably related to cognitive performance than those evoked by the Simon task. We also provide preliminary evidence for a subcortical contribution to the effects of HIV infection severity on P300 amplitudes. These results suggest brain mechanisms and candidate biomarkers for individual differences in cognition in HIV.
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Affiliation(s)
- Ana Lucia Fernandez Cruz
- Department of Neurology and Neurosurgery, Montreal Neurological Institute, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Chien-Ming Chen
- Department of Neurology and Neurosurgery, Montreal Neurological Institute, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Ryan Sanford
- Department of Neurology and Neurosurgery, Montreal Neurological Institute, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - D. Louis Collins
- Department of Neurology and Neurosurgery, Montreal Neurological Institute, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | | | - Nancy E. Mayo
- School of Physical and Occupational Therapy, Division of Clinical Epidemiology, Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Lesley K. Fellows
- Department of Neurology and Neurosurgery, Montreal Neurological Institute, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
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Nguchu BA, Zhao J, Wang Y, Li Y, Wei Y, Uwisengeyimana JDD, Wang X, Qiu B, Li H. Atypical Resting-State Functional Connectivity Dynamics Correlate With Early Cognitive Dysfunction in HIV Infection. Front Neurol 2021; 11:606592. [PMID: 33519683 PMCID: PMC7841016 DOI: 10.3389/fneur.2020.606592] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 12/01/2020] [Indexed: 01/20/2023] Open
Abstract
Purpose: Previous studies have shown that HIV affects striato-cortical regions, leading to persisting cognitive impairment in 30-70% of the infected individuals despite combination antiretroviral therapy. This study aimed to investigate brain functional dynamics whose deficits might link to early cognitive decline or immunologic deterioration. Methods: We applied sliding windows and K-means clustering to fMRI data (HIV patients with asymptomatic neurocognitive impairment and controls) to construct dynamic resting-state functional connectivity (RSFC) maps and identify states of their reoccurrences. The average and variability of dynamic RSFC, and the dwelling time and state transitioning of each state were evaluated. Results: HIV patients demonstrated greater variability in RSFC between the left pallidum and regions of right pre-central and post-central gyri, and between the right supramarginal gyrus and regions of the right putamen and left pallidum. Greater variability was also found in the frontal RSFC of pars orbitalis of the left inferior frontal gyrus and right superior frontal gyrus (medial). While deficits in learning and memory recall of HIV patients related to greater striato-sensorimotor variability, deficits in attention and working memory were associated with greater frontal variability. Greater striato-parietal variability presented a strong link with immunologic function (CD4+/CD8+ ratio). Furthermore, HIV-infected patients exhibited longer time and reduced transitioning in states typified by weaker connectivity in specific networks. CD4+T-cell counts of the HIV-patients were related to reduced state transitioning. Conclusion: Our findings suggest that HIV alters brain functional connectivity dynamics, which may underlie early cognitive impairment. These findings provide novel insights into our understanding of HIV pathology, complementing the existing knowledge.
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Affiliation(s)
- Benedictor Alexander Nguchu
- Hefei National Laboratory for Physical Sciences at the Microscale, Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China
| | - Jing Zhao
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
- School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Yanming Wang
- Hefei National Laboratory for Physical Sciences at the Microscale, Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China
| | - Yu Li
- Hefei National Laboratory for Physical Sciences at the Microscale, Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China
| | - Yarui Wei
- Hefei National Laboratory for Physical Sciences at the Microscale, Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China
| | - Jean de Dieu Uwisengeyimana
- Hefei National Laboratory for Physical Sciences at the Microscale, Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China
| | - Xiaoxiao Wang
- Hefei National Laboratory for Physical Sciences at the Microscale, Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China
| | - Bensheng Qiu
- Hefei National Laboratory for Physical Sciences at the Microscale, Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China
| | - Hongjun Li
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
- School of Biological Science and Medical Engineering, Beihang University, Beijing, China
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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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Neurocognitive impairment and gray matter volume reduction in HIV-infected patients. J Neurovirol 2020; 26:590-601. [PMID: 32572834 DOI: 10.1007/s13365-020-00865-w] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Revised: 05/31/2020] [Accepted: 06/02/2020] [Indexed: 01/05/2023]
Abstract
Although neuropsychological studies of human immunodeficiency virus (HIV)-infected patients have demonstrated heterogeneity in neurocognitive impairment and neuroimaging studies have reported diverse brain regions affected by HIV, it remains unclear whether individual differences in neurocognitive impairment are underpinned by their neural bases. Here, we investigated spatial distribution patterns of correlation between neurocognitive function and regional gray matter (GM) volume across patients with HIV. Thirty-one combination antiretroviral therapy-treated HIV-infected Japanese male patients and 33 age- and sex-matched healthy controls were included in the analysis after strict exclusion criteria, especially for substance use. Fifteen neurocognitive tests were used, and volumetric magnetic resonance imaging was performed. We used voxel-based morphometry to compare GM volume between groups and identify regional GM volumes that correlated with neurocognitive tests across patients. Using the Frascati criteria, 10 patients were diagnosed with asymptomatic neurocognitive impairment, while the others were not diagnosed with HIV-associated neurocognitive disorders. Patients showed a significantly lower performance in five neurocognitive tests as well as significantly reduced GM volume relative to controls, with volume-reduced regions spread diffusely across the whole brain. Different aspects of neurocognitive impairment (i.e., figural copy, finger tapping, and Pegboard) were associated with different GM regions. Our findings suggest a biological background constituting heterogeneity of neurocognitive impairment in HIV infection and support the clinical importance of considering individual differences for tailor-made medicine for people living with HIV.
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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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Ackermann C, van Toorn R, Andronikou S. Human immunodeficiency virus-related cerebral white matter disease in children. Pediatr Radiol 2019; 49:652-662. [PMID: 30498850 DOI: 10.1007/s00247-018-4310-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2018] [Revised: 09/19/2018] [Accepted: 11/09/2018] [Indexed: 10/27/2022]
Abstract
The human immunodeficiency virus (HIV) epidemic seems largely controlled by anti-retroviral treatment with resultant large numbers of children growing up with the disease on long-term treatment, placing them at higher risk to develop HIV-related brain injury, ongoing cognitive impairment and treatment-related neurological complications. Cerebral white matter involvement is a common radiologic finding in HIV infection and the causes of this have overlapping appearances, ranging from diffuse widespread involvement to focal lesions. The varied pathophysiology is broadly grouped into primary effects of HIV, opportunistic infection, vascular disease and neoplasms. White matter changes in children can be different from those in adults. This review provides guidance to radiologists with the diagnostic dilemma of nonspecific cerebral white matter lesions in children with HIV. The authors discuss common causes of HIV-related cerebral white matter disease as well as the role of neuroimaging in the management of these children.
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Affiliation(s)
- Christelle Ackermann
- Department of Radiology, Faculty of Medicine and Health Sciences, University of Stellenbosch, Tygerberg, South Africa.
| | - Ronald van Toorn
- Department of Pediatrics and Child Health, Faculty of Medicine and Health Sciences, University of Stellenbosch, Tygerberg, South Africa
| | - Savvas Andronikou
- Department of Pediatric Radiology, Children's Hospital Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
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Yu X, Gao L, Wang H, Yin Z, Fang J, Chen J, Li Q, Xu H, Gui X. Neuroanatomical Changes Underlying Vertical HIV Infection in Adolescents. Front Immunol 2019; 10:814. [PMID: 31110499 PMCID: PMC6499204 DOI: 10.3389/fimmu.2019.00814] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Accepted: 03/27/2019] [Indexed: 11/13/2022] Open
Abstract
Purpose: The aim of this study was to investigate how human immunodeficiency virus (HIV) affects brain development in adolescents, what are susceptible brain regions, and how these brain structural changes correlate with cognitive abilities. Methods: We used structural magnetic resonance imaging to examine gray matter volume and cortical thickness in 16 HIV-infected children (mean age = 13.63 years) and 25 HIV-exposed uninfected children (mean age = 13.32 years), 12 of them were subjected to a 1-year repetitive magnetic resonance scan of the brain. Five neurocognitive tests were performed on each subject to assess cognitive performance in different areas. Results: Cross-sectional studies showed that the gray matter volume of HIV-infected children was widely reduced (mainly in the bilateral frontal, temporal, and insular regions, and cerebellum). The changes in cortical thickness were mainly due to thinning of the right temporal lobe and thickening of the left occipital lobe. Longitudinal studies showed that the gray matter volume reduction of HIV-infected children after 1 year mainly occurs in the advanced functional area of the right prefrontal, parietal lobe and the motor area, cortical thinning of brain regions were sensorimotor cortex and the limbic system. The gray matter volume of the bilateral cerebellum was positively correlated with the performance of the Wisconsin Card Sorting Test, while the cortical thickness of the right dorsolateral prefrontal cortex was negatively correlated with this test. Conclusion: This study found that HIV-infected pubertal children showed a delayed cortical maturation with atrophy. This abnormal pattern of cortical development may be the structural basis for cognitive impairment in HIV-infected children.
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Affiliation(s)
- Xiao Yu
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Lei Gao
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Haha Wang
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Zhuang Yin
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Jian Fang
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Jing Chen
- Publicity Department, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Qiang Li
- Training Centre of AIDS Prevention and Cure of Hubei Province, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Haibo Xu
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Xien Gui
- Training Centre of AIDS Prevention and Cure of Hubei Province, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China
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Heaps-Woodruff JM, Joska J, Cabeen R, Baker LM, Salminen LE, Hoare J, Laidlaw DH, Wamser-Nanney R, Peng CZ, Engelbrecht S, Seedat S, Stein DJ, Paul RH. White matter fiber bundle lengths are shorter in cART naive HIV: an analysis of quantitative diffusion tractography in South Africa. Brain Imaging Behav 2019; 12:1229-1238. [PMID: 29110194 DOI: 10.1007/s11682-017-9769-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
This study examines white matter microstructure using quantitative tractography diffusion magnetic resonance imaging (qtdMRI) in HIV+ individuals from South Africa who were naïve or early in the initiation of antiretroviral therapy. Fiber bundle length (FBL) metrics, generated from qtdMRI, for whole brain and six white matter tracts of interest (TOI) were assessed for 135 HIV+ and 21 HIV- individuals. The association between FBL metrics, measures of disease burden, and neuropsychological performance were also investigated. Results indicate significantly reduced sum of whole brain fiber bundle lengths (FBL, p < 0.001), but not average whole brain FBL in the HIV+ group compared to the HIV- controls. The HIV+ group exhibited significantly shorter sum of FBL in all six TOIs examined: the anterior thalamic radiation, cingulum bundle, inferior and superior longitudinal fasciculi, inferior frontal occipital fasciculus, and the uncinate fasciculus. Additionally, average FBLs were significantly shorter select TOIs including the inferior longitudinal fasciculus, cingulum bundle, and the anterior thalamic radiation. Shorter whole brain FBL sum metrics were associated with poorer neuropsychological performance, but were not associated with markers of disease burden. Taken together these findings suggest HIV affects white matter architecture primarily through reductions in white matter fiber numbers and, to a lesser degree, the shortening of fibers along a bundle path.
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Affiliation(s)
| | - John Joska
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Ryan Cabeen
- Laboratory of Neuro Imaging, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA
| | - Laurie M Baker
- Missouri Institute of Mental Health, University of Missouri, St. Louis, MO, USA
| | - Lauren E Salminen
- Mark and Mary Stevens Neuroimaging and Informatics Institute, Imaging Genetics Center, University of Southern California, Los Angeles, CA, USA
| | - Jacqueline Hoare
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - David H Laidlaw
- Laboratory of Neuro Imaging, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA.,Department of Computer Science, Brown University, Providence, RI, USA
| | | | - Chun-Zi Peng
- Missouri Institute of Mental Health, University of Missouri, St. Louis, MO, USA
| | - Susan Engelbrecht
- Division of Medical Virology, Stellenbosch University and National Health Laboratory Services (NHLS), Cape Town, South Africa
| | - Soraya Seedat
- Division of Medical Virology, Stellenbosch University and National Health Laboratory Services (NHLS), Cape Town, South Africa
| | - Dan J Stein
- MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Robert H Paul
- Missouri Institute of Mental Health, University of Missouri, St. Louis, MO, USA
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13
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Infections: Viruses. IMAGING BRAIN DISEASES 2019. [PMCID: PMC7120597 DOI: 10.1007/978-3-7091-1544-2_26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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14
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Yadav SK, Gupta RK, Hashem S, Bhat AA, Garg RK, Venkatesh V, Gupta PK, Singh AK, Chaturvedi S, Ahmed SN, Azeem MW, Haris M. Changes in resting-state functional brain activity are associated with waning cognitive functions in HIV-infected children. NEUROIMAGE-CLINICAL 2018; 20:1204-1210. [PMID: 30391858 PMCID: PMC6224323 DOI: 10.1016/j.nicl.2018.10.028] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 10/22/2018] [Accepted: 10/26/2018] [Indexed: 01/13/2023]
Abstract
Delayed brain development in perinatally HIV-infected children may affect the functional brain activity and subsequently cognitive function. The current study evaluated the functional brain activity in HIV-infected children by quantifying the amplitude of low frequency fluctuations (ALFF) and functional connectivity (FC). Additionally, correlation of ALFF and FC with cognitive measures was performed. Twenty-six HIV-infected children and 20 control children underwent neuropsychological (NP) assessment and resting-state functional magnetic resonance imaging (rs-fMRI). ALFF and FC maps were generated and group differences were analyzed using two-sample t-test. Furthermore, ALFF and FC showing significant group differences were correlated with NP scores using Pearson's correlation. Significantly lower ALFF in the left middle temporal gyrus, precentral and post central gyrus was observed in HIV-infected children compared to controls. FC was significantly reduced in the right inferior parietal, vermis, middle temporal and left postcentral regions, and significantly increased in the right precuneus, superior parietal and left middle frontal regions in HIV-infected children as compared to control. HIV-infected children showed significantly lower NP scores in various domains including closure, exclusion, memory, verbal meaning, quantity and hidden figure than controls. These waning cognitive functions were significantly associated with changes in ALFF and FC in HIV-infected children. The findings suggest that abnormal ALFF and FC may responsible for cognitive deficits in HIV-infected children. ALFF and FC in association with cognitive evaluation may provide a clinical biomarker to evaluate functional brain activity and to plan neurocognitive intervention in HIV-infected children undergoing standard treatment.
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Affiliation(s)
- Santosh K Yadav
- Division of Translational Medicine, Research Branch, Sidra Medicine, Doha, Qatar.
| | - Rakesh K Gupta
- Department of Radiology and Imaging, Fortis Memorial Research Institute, Gurgaon, India
| | - Sheema Hashem
- Division of Translational Medicine, Research Branch, Sidra Medicine, Doha, Qatar
| | - Ajaz A Bhat
- Division of Translational Medicine, Research Branch, Sidra Medicine, Doha, Qatar
| | - Ravindra K Garg
- Department of Neurology, King George Medical University, Lucknow, India
| | - Vimala Venkatesh
- Department of Microbiology, King George Medical University, Lucknow, India
| | - Pradeep K Gupta
- Department of Radiology and Imaging, Fortis Memorial Research Institute, Gurgaon, India
| | - Alok K Singh
- Department of Neurology, King George Medical University, Lucknow, India
| | - Saurabh Chaturvedi
- Department of Pediatric Gastroenterology, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, India
| | - Sabha Nisar Ahmed
- Division of Translational Medicine, Research Branch, Sidra Medicine, Doha, Qatar
| | - Muhammad W Azeem
- Department of Psychiatry, Sidra Medicine/Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Mohammad Haris
- Division of Translational Medicine, Research Branch, Sidra Medicine, Doha, Qatar; Laboratory Animal Research Center, Qatar University, Doha, Qatar
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15
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Zahr NM. The Aging Brain With HIV Infection: Effects of Alcoholism or Hepatitis C Comorbidity. Front Aging Neurosci 2018; 10:56. [PMID: 29623036 PMCID: PMC5874324 DOI: 10.3389/fnagi.2018.00056] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 02/20/2018] [Indexed: 12/11/2022] Open
Abstract
As successfully treated individuals with Human Immunodeficiency Virus (HIV)-infected age, cognitive and health challenges of normal aging ensue, burdened by HIV, treatment side effects, and high prevalence comorbidities, notably, Alcohol Use Disorders (AUD) and Hepatitis C virus (HCV) infection. In 2013, people over 55 years old accounted for 26% of the estimated number of people living with HIV (~1.2 million). The aging brain is increasingly vulnerable to endogenous and exogenous insult which, coupled with HIV infection and comorbid risk factors, can lead to additive or synergistic effects on cognitive and motor function. This paper reviews the literature on neuropsychological and in vivo Magnetic Resonance Imaging (MRI) evaluation of the aging HIV brain, while also considering the effects of comorbidity for AUD and HCV.
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Affiliation(s)
- Natalie M Zahr
- Neuroscience Program, SRI International, Menlo Park, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford University, Stanford, CA, United States
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Abstract
PURPOSE OF REVIEW HIV-associated neurocognitive disease is the most active topic for neuroAIDS investigations at present. Although impairment is mild in patients successfully treated with modern antiviral regimens, it remains an ongoing problem for HIV patients. It is important to update the emerging research concerning HIV-associated neurocognitive disease. RECENT FINDINGS The virus enters the brain during acute infection, with evidence for abnormal functioning that may occur early and often persists. Direct relationships with ongoing viral infection continue to be monitored, but chronic inflammation often associated with monocytes and macrophages appears to be the most likely driver of cognitive dysfunction. Appreciation for cerebrovascular disease as a significant comorbidity that is associated with cognitive deficits is increasing. Neuroimaging is actively being developed to address detection and measurement of changes in the brain. Optimal combined antiretroviral treatment therapy has vastly improved neurologic outcomes, but so far has not been demonstrated to reverse the remaining mild impairment. Inflammatory and vascular mechanisms of cerebral dysfunction may need to be addressed to achieve better outcomes. SUMMARY Ongoing research is required to improve neurological outcomes for persons living with HIV. It is likely that interventions beyond antiviral approaches will be required to control or reverse HIV-associated neurocognitive disease.
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17
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Upadhyay J, Geber C, Hargreaves R, Birklein F, Borsook D. A critical evaluation of validity and utility of translational imaging in pain and analgesia: Utilizing functional imaging to enhance the process. Neurosci Biobehav Rev 2018; 84:407-423. [PMID: 28807753 PMCID: PMC5729102 DOI: 10.1016/j.neubiorev.2017.08.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Revised: 05/22/2017] [Accepted: 08/04/2017] [Indexed: 02/07/2023]
Abstract
Assessing clinical pain and metrics related to function or quality of life predominantly relies on patient reported subjective measures. These outcome measures are generally not applicable to the preclinical setting where early signs pointing to analgesic value of a therapy are sought, thus introducing difficulties in animal to human translation in pain research. Evaluating brain function in patients and respective animal model(s) has the potential to characterize mechanisms associated with pain or pain-related phenotypes and thereby provide a means of laboratory to clinic translation. This review summarizes the progress made towards understanding of brain function in clinical and preclinical pain states elucidated using an imaging approach as well as the current level of validity of translational pain imaging. We hypothesize that neuroimaging can describe the central representation of pain or pain phenotypes and yields a basis for the development and selection of clinically relevant animal assays. This approach may increase the probability of finding meaningful new analgesics that can help satisfy the significant unmet medical needs of patients.
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Affiliation(s)
| | - Christian Geber
- Department of Neurology, University Medical Centre Mainz, Mainz, Germany; DRK Schmerz-Zentrum Mainz, Mainz, Germany
| | - Richard Hargreaves
- Center for Pain and the Brain, United States; Department of Anesthesiology, Perioperative and Pain Medicine, Boston Children's Hospital, Boston Harvard Medical School, Boston, MA 02115, United States
| | - Frank Birklein
- Department of Neurology, University Medical Centre Mainz, Mainz, Germany
| | - David Borsook
- Center for Pain and the Brain, United States; Department of Anesthesiology, Perioperative and Pain Medicine, Boston Children's Hospital, Boston Harvard Medical School, Boston, MA 02115, United States.
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18
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Rahimian P, He JJ. HIV/neuroAIDS biomarkers. Prog Neurobiol 2017; 157:117-132. [PMID: 27084354 PMCID: PMC5705228 DOI: 10.1016/j.pneurobio.2016.04.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Revised: 04/01/2016] [Accepted: 04/08/2016] [Indexed: 12/12/2022]
Abstract
HIV infection often causes neurological symptoms including cognitive and motor dysfunction, which have been collectively termed HIV/neuroAIDS. Neuropsychological assessment and clinical symptoms have been the primary diagnostic criteria for HIV/neuroAIDS, even for the mild cognitive and motor disorder, the most prevalent form of HIV/neuroAIDS in the era of combination antiretroviral therapy. Those performance-based assessments and symptoms are generally descriptive and do not have the sensitivity and specificity to monitor the diagnosis, progression, and treatment response of the disease when compared to objective and quantitative laboratory-based biological markers, or biomarkers. In addition, effects of demographics and comorbidities such as substance abuse, psychiatric disease, nutritional deficiencies, and co-infection on HIV/neuroAIDS could be more readily determined using biomarkers than using neuropsychological assessment and clinical symptoms. Thus, there have been great efforts in identification of HIV/neuroAIDS biomarkers over the past two decades. The need for reliable biomarkers of HIV/neuroAIDS is expected to increase as the HIV-infected population ages and their vulnerability to neurodegenerative diseases, particularly Alzheimer's disease increases. Currently, three classes of HIV/neuroAIDS biomarkers are being pursued to establish objective laboratory-based definitions of HIV-associated neurologic injury: cerebrospinal fluid biomarkers, blood biomarkers, and neuroimaging biomarkers. In this review, we will focus on the current knowledge in the field of HIV/neuroAIDS biomarker discovery.
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Affiliation(s)
- Pejman Rahimian
- Department of Cell Biology and Immunology, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, Fort Worth, TX 76107, United States
| | - Johnny J He
- Department of Cell Biology and Immunology, Graduate School of Biomedical Sciences, University of North Texas Health Science Center, Fort Worth, TX 76107, United States.
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19
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Motor-related brain abnormalities in HIV-infected patients: a multimodal MRI study. Neuroradiology 2017; 59:1133-1142. [PMID: 28889255 DOI: 10.1007/s00234-017-1912-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Accepted: 08/22/2017] [Indexed: 12/11/2022]
Abstract
PURPOSE It is generally believed that HIV infection could cause HIV-associated neurocognitive disorders (HAND) across a broad range of functional domains. Some of the most common findings are deficits in motor control. However, to date no neuroimaging studies have evaluated basic motor control in HIV-infected patients using a multimodal approach. METHODS In this study, we utilized high-resolution structural imaging and task-state functional magnetic resonance imaging (fMRI) to assess brain structure and motor function in a homogeneous cohort of HIV-infected patients. RESULTS We found that HIV-infected patients had significantly reduced gray matter (GM) volume in cortical regions, which are involved in motor control, including the bilateral posterior insula cortex, premotor cortex, and supramarginal gyrus. Increased activation in bilateral posterior insula cortices was also demonstrated by patients during hand movement tasks compared with healthy controls. More importantly, the reduced GM in bilateral posterior insula cortices was spatially coincident with abnormal brain activation in HIV-infected patients. In addition, the results of partial correlation analysis indicated that GM reduction in bilateral posterior insula cortices and premotor cortices was significantly correlated with immune system deterioration. CONCLUSION This study is the first to demonstrate spatially coincident GM reduction and abnormal activation during motor performance in HIV-infected patients. Although it remains unknown whether the brain deficits can be recovered, our findings may yield new insights into neurologic injury underlying motor dysfunction in HAND.
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Regionally Specific Brain Volumetric and Cortical Thickness Changes in HIV-Infected Patients in the HAART Era. J Acquir Immune Defic Syndr 2017; 74:563-570. [PMID: 28129254 DOI: 10.1097/qai.0000000000001294] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND Cognitive impairment still occurs in a substantial subset of HIV-infected patients, despite effective viral suppression with highly active antiretroviral therapy (HAART). Structural brain changes may provide clues about the underlying pathophysiology. This study provides a detailed spatial characterization of the pattern and extent of brain volume changes associated with HIV and relates these brain measures to cognitive ability and clinical variables. METHODS Multiple novel neuroimaging techniques (deformation-based morphometry, voxel-based morphometry, and cortical modeling) were used to assess regional brain volumes in 125 HIV-infected patients and 62 HIV-uninfected individuals. Ninety percent of the HIV-infected patients were on stable HAART with most of them (75%) having plasma viral suppression. Brain volumetrics and cortical thickness estimates were compared between the HIV-infected and uninfected groups, and the relationships between these measures of brain volume and indices of current and past infection severity, central nervous system penetration of HAART, and cognitive performance were assessed. RESULTS Regionally specific patterns of reduced thalamic and brainstem volumes and reduced cortical thickness in the orbitofrontal cortex, cingulate gyrus, primary motor and sensory cortex, temporal, and frontal lobes were seen in HIV-infected patients compared to HIV-uninfected participants. Observed white matter loss and subcortical atrophy were associated with lower nadir CD4 cell counts, while reduction in cortical thickness was related to worse cognitive performance. CONCLUSIONS Our findings suggest that distinct mechanisms may underlie cortical and subcortical injury in people with HIV and argues for the potential importance of early initiation of HAART to protect long-term brain health.
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21
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ANGELES CPLEWISDELOS, WILLIAMS PL, HUO Y, WANG SD, UBAN KA, HERTING MM, MALEE K, YOGEV R, CSERNANSKY JG, NICHOLS S, VAN DYKE RB, SOWELL ER, WANG L. Lower total and regional grey matter brain volumes in youth with perinatally-acquired HIV infection: Associations with HIV disease severity, substance use, and cognition. Brain Behav Immun 2017; 62:100-109. [PMID: 28089557 PMCID: PMC5373952 DOI: 10.1016/j.bbi.2017.01.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 01/06/2017] [Accepted: 01/08/2017] [Indexed: 12/21/2022] Open
Abstract
Despite improved survival due to combination antiretroviral therapy (cART), youth with perinatally-acquired HIV (PHIV) show cognitive deficits and developmental delay at increased rates. HIV affects the brain during critical periods of development, and the brain may be a persistent reservoir for HIV due to suboptimal blood brain barrier penetration of cART. We conducted structural magnetic resonance imaging (sMRI) and cognitive testing in 40 PHIV youth (mean age=16.7years) recruited from the NIH Pediatric HIV/AIDS Cohort Study (PHACS) who are part of the first generation of PHIV youth surviving into adulthood. Historical and current HIV disease severity and substance use measures were also collected. Total and regional cortical grey matter brain volumes were compared to a group of 334 typically-developing, HIV-unexposed and uninfected youth (frequency-matched for age and sex) from the Pediatric Imaging, Neurocognition, and Genetics (PING) study (mean age=16.1years). PHIV youth had smaller (2.8-5.1%) total and regional grey matter volumes than HIV-unexposed and uninfected youth, with smallest volumes seen among PHIV youth with higher past peak viral load (VL) and recent unsuppressed VL. In PHIV youth, worse cognitive performance correlated with smaller volumes. This pattern of smaller grey matter volumes suggests that PHIV infection may influence brain development and underlie cognitive dysfunction seen in this population. Among PHIV youth, smaller volumes were also linked to substance use (alcohol use: 9.0-13.4%; marijuana use: 10.1-16.0%). In this study, collection of substance use information was limited to the PHIV cohort; future studies should also collect substance use information in controls to further address interactions between HIV and substance use on brain volume.
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Affiliation(s)
- C. Paula LEWIS-DE LOS ANGELES
- Northwestern University Interdepartmental Neuroscience Program, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Paige L. WILLIAMS
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA
| | - Yanling HUO
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA
| | - Shirlene D. WANG
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Kristina A. UBAN
- Department of Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA
| | - Megan M. HERTING
- Department of Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA
| | - Kathleen MALEE
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Ram YOGEV
- Department of Pediatrics, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - John G. CSERNANSKY
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Sharon NICHOLS
- Department of Neurosciences, University of California, San Diego, La Jolla, CA
| | - Russell B. VAN DYKE
- Department of Pediatrics, Tulane University School of Medicine, New Orleans, LA
| | - Elizabeth R. SOWELL
- Department of Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA,Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Lei WANG
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL,Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL
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22
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Tang Z, Liu Z, Li R, Yang X, Cui X, Wang S, Yu D, Li H, Dong E, Tian J. Identifying the white matter impairments among ART-naïve HIV patients: a multivariate pattern analysis of DTI data. Eur Radiol 2017; 27:4153-4162. [PMID: 28396994 DOI: 10.1007/s00330-017-4820-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2017] [Revised: 03/04/2017] [Accepted: 03/17/2017] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To identify the white matter (WM) impairments of the antiretroviral therapy (ART)-naïve HIV patients by conducting a multivariate pattern analysis (MVPA) of Diffusion Tensor Imaging (DTI) data METHODS: We enrolled 33 ART-naïve HIV patients and 32 Normal controls in the current study. Firstly, the DTI metrics in whole brain WM tracts were extracted for each subject and feed into the Least Absolute Shrinkage and Selection Operators procedure (LASSO)-Logistic regression model to identify the impaired WM tracts. Then, Support Vector Machines (SVM) model was constructed based on the DTI metrics in the impaired WM tracts to make HIV-control group classification. Pearson correlations between the WM impairments and HIV clinical statics were also investigated. RESULTS Extensive HIV-related impairments were observed in the WM tracts associated with motor function, the corpus callosum (CC) and the frontal WM. With leave-one-out cross validation, accuracy of 83.08% (P=0.002) and the area under the Receiver Operating Characteristic curve of 0.9110 were obtained in the SVM classification model. The impairments of the CC were significantly correlated with the HIV clinic statics. CONCLUSION The MVPA was sensitive to detect the HIV-related WM changes. Our findings indicated that the MVPA had considerable potential in exploring the HIV-related WM impairments. KEY POINTS • WM impairments along motor pathway were detected among the ART-naïve HIV patients • Prominent HIV-related WM impairments were observed in CC and frontal WM • The impairments of CC were significantly related to the HIV clinic statics • The CC might be susceptible to immune dysfunction and HIV replication • Multivariate pattern analysis had potential for studying the HIV-related white matter impairments.
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Affiliation(s)
- Zhenchao Tang
- School of Mechanical, Electrical & Information Engineering, Shandong University, Weihai, Shandong Province, 264209, China.,CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, 100190, China
| | - Zhenyu Liu
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, 100190, China
| | - Ruili Li
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, 100069, China
| | - Xin Yang
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, 100190, China
| | - Xingwei Cui
- Cooperative Innovation Center of Internet Healthcare, Zhengzhou University, Zhengzhou, China, 450052
| | - Shuo Wang
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, 100190, China
| | - Dongdong Yu
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, 100190, China
| | - Hongjun Li
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, 100069, China.
| | - Enqing Dong
- School of Mechanical, Electrical & Information Engineering, Shandong University, Weihai, Shandong Province, 264209, China.
| | - Jie Tian
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, 100190, China. .,University of Chinese Academy of Sciences, Beijing, 100049, China.
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23
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Cole JH, Underwood J, Caan MWA, De Francesco D, van Zoest RA, Leech R, Wit FWNM, Portegies P, Geurtsen GJ, Schmand BA, Schim van der Loeff MF, Franceschi C, Sabin CA, Majoie CBLM, Winston A, Reiss P, Sharp DJ. Increased brain-predicted aging in treated HIV disease. Neurology 2017; 88:1349-1357. [PMID: 28258081 PMCID: PMC5379929 DOI: 10.1212/wnl.0000000000003790] [Citation(s) in RCA: 155] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 01/17/2017] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVE To establish whether HIV disease is associated with abnormal levels of age-related brain atrophy, by estimating apparent brain age using neuroimaging and exploring whether these estimates related to HIV status, age, cognitive performance, and HIV-related clinical parameters. METHODS A large sample of virologically suppressed HIV-positive adults (n = 162, age 45-82 years) and highly comparable HIV-negative controls (n = 105) were recruited as part of the Comorbidity in Relation to AIDS (COBRA) collaboration. Using T1-weighted MRI scans, a machine-learning model of healthy brain aging was defined in an independent cohort (n = 2,001, aged 18-90 years). Neuroimaging data from HIV-positive and HIV-negative individuals were then used to estimate brain-predicted age; then brain-predicted age difference (brain-PAD = brain-predicted brain age - chronological age) scores were calculated. Neuropsychological and clinical assessments were also carried out. RESULTS HIV-positive individuals had greater brain-PAD score (mean ± SD 2.15 ± 7.79 years) compared to HIV-negative individuals (-0.87 ± 8.40 years; b = 3.48, p < 0.01). Increased brain-PAD score was associated with decreased performance in multiple cognitive domains (information processing speed, executive function, memory) and general cognitive performance across all participants. Brain-PAD score was not associated with age, duration of HIV infection, or other HIV-related measures. CONCLUSION Increased apparent brain aging, predicted using neuroimaging, was observed in HIV-positive adults, despite effective viral suppression. Furthermore, the magnitude of increased apparent brain aging related to cognitive deficits. However, predicted brain age difference did not correlate with chronological age or duration of HIV infection, suggesting that HIV disease may accentuate rather than accelerate brain aging.
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Affiliation(s)
- James H Cole
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy.
| | - Jonathan Underwood
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Matthan W A Caan
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Davide De Francesco
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Rosan A van Zoest
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Robert Leech
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Ferdinand W N M Wit
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Peter Portegies
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Gert J Geurtsen
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Ben A Schmand
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Maarten F Schim van der Loeff
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Claudio Franceschi
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Caroline A Sabin
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Charles B L M Majoie
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Alan Winston
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - Peter Reiss
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
| | - David J Sharp
- From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy
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The electrophysiology of neuroHIV: A systematic review of EEG and MEG studies in people with HIV infection since the advent of highly-active antiretroviral therapy. Clin Neurophysiol 2017; 128:965-976. [PMID: 28433855 DOI: 10.1016/j.clinph.2017.03.035] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Revised: 03/18/2017] [Accepted: 03/26/2017] [Indexed: 11/24/2022]
Abstract
OBJECTIVE The Human Immunodeficiency Virus (HIV) has an impact on the brain, even when the infection is well-controlled with modern highly-active antiretroviral therapy (HAART). While dementia is rare in those on HAART, milder cognitive impairment is common. The causes, patterns, and evolution of brain dysfunction in people living with HIV remain uncertain. We evaluate whether electrophysiological methods provide informative measures of brain dysfunction in this population. METHODS A systematic literature search identified studies that used EEG or MEG to evaluate persons living with HIV published between 1996 (when HAART became available) and 2016. RESULTS Twenty-eight studies were identified. Most involved small samples, and all but four were cross-sectional. Reduced amplitude of Event Related Potentials and decreased power in the alpha band at rest were the most frequent differences between people with and without HIV infection. Of the 16 studies that also assessed cognitive ability, 13 found a significant relationship between cognition and electrophysiological changes in the HIV+ groups. Five of those studies also reported a significant relationship with current immunosuppression, suggesting a direct effect of HIV on the brain. There were few longitudinal studies; whether these electrophysiological changes progress over time, or respond to treatment, remains unclear. CONCLUSIONS EEG and MEG can provide useful information about brain dysfunction in people with HIV infection, but more consistent assessments of both cognition and EEG patterns, as well as longitudinal studies with larger, better characterized samples are needed. SIGNIFICANCE This is the first systematic review of electrophysiological findings in HIV since the availability of HAART. EEG and MEG measures are sensitive to brain dysfunction in this population, and could complement other approaches in improving the assessment, understanding and treatment of neurocognitive disorders in HIV.
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Bhatia A, Pruthi S. Imaging of Pediatric Infection Within the Central Nervous System. CURRENT RADIOLOGY REPORTS 2016. [DOI: 10.1007/s40134-016-0183-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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