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Magnetic resonance imaging of neuroinflammation in chronic pain: a role for astrogliosis? Pain 2021; 161:1555-1564. [PMID: 31990749 DOI: 10.1097/j.pain.0000000000001815] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Noninvasive measures of neuroinflammatory processes in humans could substantially aid diagnosis and therapeutic development for many disorders, including chronic pain. Several proton magnetic resonance spectroscopy (H-MRS) metabolites have been linked with glial activity (ie, choline and myo-inositol) and found to be altered in chronic pain patients, but their role in the neuroinflammatory cascade is not well known. Our multimodal study evaluated resting functional magnetic resonance imaging connectivity and H-MRS metabolite concentration in insula cortex in 43 patients suffering from fibromyalgia, a chronic centralized pain disorder previously demonstrated to include a neuroinflammatory component, and 16 healthy controls. Patients demonstrated elevated choline (but not myo-inositol) in anterior insula (aIns) (P = 0.03), with greater choline levels linked with worse pain interference (r = 0.41, P = 0.01). In addition, reduced resting functional connectivity between aIns and putamen was associated with both pain interference (whole brain analysis, pcorrected < 0.01) and elevated aIns choline (r = -0.37, P = 0.03). In fact, aIns/putamen connectivity statistically mediated the link between aIns choline and pain interference (P < 0.01), highlighting the pathway by which neuroinflammation can impact clinical pain dysfunction. To further elucidate the molecular substrates of the effects observed, we investigated how putative neuroinflammatory H-MRS metabolites are linked with ex vivo tissue inflammatory markers in a nonhuman primate model of neuroinflammation. Results demonstrated that cortical choline levels were correlated with glial fibrillary acidic protein, a known marker for astrogliosis (Spearman r = 0.49, P = 0.03). Choline, a putative neuroinflammatory H-MRS-assessed metabolite elevated in fibromyalgia and associated with pain interference, may be linked with astrogliosis in these patients.
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Mavian C, Ramirez-Mata AS, Dollar JJ, Nolan DJ, Cash M, White K, Rich SN, Magalis BR, Marini S, Prosperi MCF, Amador DM, Riva A, Williams KC, Salemi M. Brain tissue transcriptomic analysis of SIV-infected macaques identifies several altered metabolic pathways linked to neuropathogenesis and poly (ADP-ribose) polymerases (PARPs) as potential therapeutic targets. J Neurovirol 2021; 27:101-115. [PMID: 33405206 PMCID: PMC7786889 DOI: 10.1007/s13365-020-00927-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 10/15/2020] [Accepted: 11/10/2020] [Indexed: 01/08/2023]
Abstract
Despite improvements in antiretroviral therapy, human immunodeficiency virus type 1 (HIV-1)-associated neurocognitive disorders (HAND) remain prevalent in subjects undergoing therapy. HAND significantly affects individuals' quality of life, as well as adherence to therapy, and, despite the increasing understanding of neuropathogenesis, no definitive diagnostic or prognostic marker has been identified. We investigated transcriptomic profiles in frontal cortex tissues of Simian immunodeficiency virus (SIV)-infected Rhesus macaques sacrificed at different stages of infection. Gene expression was compared among SIV-infected animals (n = 11), with or without CD8+ lymphocyte depletion, based on detectable (n = 6) or non-detectable (n = 5) presence of the virus in frontal cortex tissues. Significant enrichment in activation of monocyte and macrophage cellular pathways was found in animals with detectable brain infection, independently from CD8+ lymphocyte depletion. In addition, transcripts of four poly (ADP-ribose) polymerases (PARPs) were up-regulated in the frontal cortex, which was confirmed by real-time polymerase chain reaction. Our results shed light on involvement of PARPs in SIV infection of the brain and their role in SIV-associated neurodegenerative processes. Inhibition of PARPs may provide an effective novel therapeutic target for HIV-related neuropathology.
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Affiliation(s)
- Carla Mavian
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA.
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.
| | - Andrea S Ramirez-Mata
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
| | - James Jarad Dollar
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
| | - David J Nolan
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
| | - Melanie Cash
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
| | - Kevin White
- Biology Department, Boston College, Boston, MD, USA
- Department of Epidemiology, University of Florida, Gainesville, FL, USA
| | - Shannan N Rich
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
- Biology Department, Boston College, Boston, MD, USA
| | - Brittany Rife Magalis
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
| | - Simone Marini
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
- Biology Department, Boston College, Boston, MD, USA
| | - Mattia C F Prosperi
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
- Biology Department, Boston College, Boston, MD, USA
| | - David Moraga Amador
- Interdisciplinary Center for Biotechnology Research (ICBR), University of Florida, Gainesville, FL, USA
| | - Alberto Riva
- Interdisciplinary Center for Biotechnology Research (ICBR), University of Florida, Gainesville, FL, USA
| | - Kenneth C Williams
- Biology Department, Boston College, Boston, MD, USA
- Department of Epidemiology, University of Florida, Gainesville, FL, USA
| | - Marco Salemi
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, USA.
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.
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3
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Cardozo EF, Apetrei C, Pandrea I, Ribeiro RM. The dynamics of simian immunodeficiency virus after depletion of CD8+ cells. Immunol Rev 2018; 285:26-37. [PMID: 30129200 PMCID: PMC6352983 DOI: 10.1111/imr.12691] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Human immunodeficiency virus infection is still one of the most important causes of morbidity and mortality in the world, with a disproportionate human and economic burden especially in poorer countries. Despite many years of intense research, an aspect that still is not well understood is what (immune) mechanisms control the viral load during the prolonged asymptomatic stage of infection. Because CD8+ T cells have been implicated in this control by multiple lines of evidence, there has been a focus on understanding the potential mechanisms of action of this immune effector population. One type of experiment used to this end has been depleting these cells with monoclonal antibodies in the simian immunodeficiency virus-macaque model and then studying the effect of that depletion on the viral dynamics. Here we review what these experiments have told us. We emphasize modeling studies to interpret the changes in viral load observed in these experiments, including discussion of alternative models, assumptions and interpretations, as well as potential future experiments.
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Affiliation(s)
- Erwing Fabian Cardozo
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Cristian Apetrei
- Center for Vaccine Research, University of Pittsburgh, Pittsburgh, PA, USA
| | - Ivona Pandrea
- Center for Vaccine Research, University of Pittsburgh, Pittsburgh, PA, USA
| | - Ruy M. Ribeiro
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, NM, USA
- Laboratorio de Biomatematica, Faculdade de Medicina da Universidade de Lisboa, Portugal
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Beck SE, Queen SE, Metcalf Pate KA, Mangus LM, Abreu CM, Gama L, Witwer KW, Adams RJ, Zink MC, Clements JE, Mankowski JL. An SIV/macaque model targeted to study HIV-associated neurocognitive disorders. J Neurovirol 2017; 24:204-212. [PMID: 28975505 DOI: 10.1007/s13365-017-0582-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 08/25/2017] [Accepted: 09/14/2017] [Indexed: 02/01/2023]
Abstract
Simian immunodeficiency virus (SIV) infection of pigtailed macaques is a highly representative and well-characterized animal model for HIV neuropathogenesis studies that provides an excellent opportunity to study and develop prognostic markers of HIV-associated neurocognitive disorders (HAND) for HIV-infected individuals. SIV studies can be performed in a controlled setting that enhances reproducibility and offers high-translational value. Similar to observations in HIV-infected patients receiving antiretroviral therapy (ART), ongoing neurodegeneration and inflammation are present in SIV-infected pigtailed macaques treated with suppressive ART. By developing quantitative viral outgrowth assays that measure both CD4+ T cells and macrophages harboring replication competent SIV as well as a highly sensitive mouse-based viral outgrowth assay, we have positioned the SIV/pigtailed macaque model to advance our understanding of latent cellular reservoirs, including potential CNS reservoirs, to promote HIV cure. In addition to contributing to our understanding of the pathogenesis of HAND, the SIV/pigtailed macaque model also provides an excellent opportunity to test innovative approaches to eliminate the latent HIV reservoir in the brain.
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Affiliation(s)
- Sarah E Beck
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Suzanne E Queen
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Kelly A Metcalf Pate
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Lisa M Mangus
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Celina M Abreu
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Lucio Gama
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Kenneth W Witwer
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
- Department of Neurology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Robert J Adams
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - M Christine Zink
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Janice E Clements
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA
- Department of Neurology, Johns Hopkins University, Baltimore, MD, 21205, USA
- Department of Pathology, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Joseph L Mankowski
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, 21205, USA.
- Department of Neurology, Johns Hopkins University, Baltimore, MD, 21205, USA.
- Department of Pathology, Johns Hopkins University, Baltimore, MD, 21205, USA.
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Saylor D, Dickens AM, Sacktor N, Haughey N, Slusher B, Pletnikov M, Mankowski JL, Brown A, Volsky DJ, McArthur JC. HIV-associated neurocognitive disorder--pathogenesis and prospects for treatment. Nat Rev Neurol 2016; 12:234-48. [PMID: 26965674 DOI: 10.1038/nrneurol.2016.27] [Citation(s) in RCA: 622] [Impact Index Per Article: 69.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
In the past two decades, several advancements have improved the care of HIV-infected individuals. Most importantly, the development and deployment of combination antiretroviral therapy (CART) has resulted in a dramatic decline in the rate of deaths from AIDS, so that people living with HIV today have nearly normal life expectancies if treated with CART. The term HIV-associated neurocognitive disorder (HAND) has been used to describe the spectrum of neurocognitive dysfunction associated with HIV infection. HIV can enter the CNS during early stages of infection, and persistent CNS HIV infection and inflammation probably contribute to the development of HAND. The brain can subsequently serve as a sanctuary for ongoing HIV replication, even when systemic viral suppression has been achieved. HAND can remain in patients treated with CART, and its effects on survival, quality of life and everyday functioning make it an important unresolved issue. In this Review, we describe the epidemiology of HAND, the evolving concepts of its neuropathogenesis, novel insights from animal models, and new approaches to treatment. We also discuss how inflammation is sustained in chronic HIV infection. Moreover, we suggest that adjunctive therapies--treatments targeting CNS inflammation and other metabolic processes, including glutamate homeostasis, lipid and energy metabolism--are needed to reverse or improve HAND-related neurological dysfunction.
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Affiliation(s)
- Deanna Saylor
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
| | - Alex M Dickens
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
| | - Ned Sacktor
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
| | - Norman Haughey
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
| | - Barbara Slusher
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
| | - Mikhail Pletnikov
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
| | - Joseph L Mankowski
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
| | - Amanda Brown
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
| | - David J Volsky
- The Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, New York 10029, USA
| | - Justin C McArthur
- Department of Neurology, Johns Hopkins University School of Medicine, Meyer 6113, 600 N Wolfe St, Baltimore, Maryland 21287, USA
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Beck SE, Queen SE, Witwer KW, Metcalf Pate KA, Mangus LM, Gama L, Adams RJ, Clements JE, Christine Zink M, Mankowski JL. Paving the path to HIV neurotherapy: Predicting SIV CNS disease. Eur J Pharmacol 2015; 759:303-12. [PMID: 25818747 DOI: 10.1016/j.ejphar.2015.03.018] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Revised: 01/23/2015] [Accepted: 03/12/2015] [Indexed: 12/31/2022]
Abstract
HIV-induced damage to the CNS remains a major challenge for over 30 million people in the world despite the successes of combined antiretroviral therapy in limiting viral replication. Predicting development and progression of HIV-associated CNS disease is crucial because prevention and early intervention could be more effective than attempts to promote repair. The SIV/macaque model is the premier platform to study HIV neuropathogenesis, including discovery of predictive factors such as neuroprotective host genes and both blood and CSF biomarkers that precede and predict development of SIV CNS disease. This report details the role of macaque MHC class I genes, longitudinal alterations in biomarkers in the circulation, and expression of inflammatory and neuronal damage markers in CSF using samples from SIV-inoculated pigtailed macaques collected during acute, asymptomatic, and terminal stages of infection.
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Affiliation(s)
- Sarah E Beck
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - Suzanne E Queen
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - Kenneth W Witwer
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - Kelly A Metcalf Pate
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - Lisa M Mangus
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - Lucio Gama
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - Robert J Adams
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - Janice E Clements
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States; Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States; Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - M Christine Zink
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States; Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States
| | - Joseph L Mankowski
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States; Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States; Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, United States.
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7
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Wu WE, Babb JS, Tal A, Kirov II, George AE, Ratai EM, Gonzalez RG, Gonen O. Early glial activation precedes neurodegeneration in the cerebral cortex after SIV infection: a 3D, multivoxel proton magnetic resonance spectroscopy study. HIV Med 2015; 16:381-7. [PMID: 25689120 DOI: 10.1111/hiv.12222] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2014] [Indexed: 11/29/2022]
Abstract
OBJECTIVES As ∼40% of HIV-infected individuals experience neurocognitive decline, we investigated whether proton magnetic resonance spectroscopic imaging ((1) H-MRSI) detects early metabolic abnormalities in the cerebral cortex of a simian immunodeficiency virus (SIV)-infected rhesus monkey model of neuroAIDS. METHODS The brains of five rhesus monkeys before and 4 or 6 weeks after SIV infection (with CD8(+) T-cell depletion) were assessed with T2 -weighted quantitative magnetic resonance imaging (MRI) and 16×16×4 multivoxel (1) H-MRSI (echo time/repetition time = 33/1440 ms). Grey matter and white matter masks were segmented from the animal MRIs and used to produce cortical masks co-registered to (1) H-MRSI data to yield cortical metabolite concentrations of the glial markers myo-inositol (mI), creatine (Cr) and choline (Cho), and of the neuronal marker N-acetylaspartate (NAA). The cortex volume within the large, 28 cm(3) (∼35% of total monkey brain) volume of interest was also calculated for each animal pre- and post-infection. Mean metabolite concentrations and cortex volumes were compared pre- and post-infection using paired sample t-tests. RESULTS The mean (± standard deviation) pre-infection concentrations of the glial markers mI, Cr and Cho were 5.8 ± 0.9, 7.2 ± 0.4 and 0.9 ± 0.1 mM, respectively; these concentrations increased 28% (p ≈ 0.06), 15% and 10% (both p < 0.05), respectively, post-infection. The mean concentration of neuronal marker NAA remained unchanged (7.0 ± 0.6 mM pre-infection vs. 7.3 ± 0.8 mM post-infection; p ≈ 0.37). The mean cortex volume was also unchanged (8.1 ± 1.1 cm(3) pre-infection vs. 8.3 ± 0.5 cm(3) post-infection; p ≈ 0.76). CONCLUSIONS These results support the hypothesis that early cortical glial activation occurs after SIV infection prior to the onset of neurodegeneration. This suggests HIV therapeutic interventions should potentially target early glial activation in the cerebral cortex.
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Affiliation(s)
- W E Wu
- Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - J S Babb
- Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - A Tal
- Department of Chemical Physics, Weizmann Institute of Science, Rehovot, Israel
| | - I I Kirov
- Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - A E George
- Department of Radiology, New York University School of Medicine, New York, NY, USA
| | - E-M Ratai
- Athinoula A. Martinos Center for Biomedical Imaging and Neuroradiology Division, Massachusetts General Hospital, Charlestown, MA, USA
| | - R G Gonzalez
- Athinoula A. Martinos Center for Biomedical Imaging and Neuroradiology Division, Massachusetts General Hospital, Charlestown, MA, USA
| | - O Gonen
- Department of Radiology, New York University School of Medicine, New York, NY, USA
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Strickland SL, Rife BD, Lamers SL, Nolan DJ, Veras NMC, Prosperi MCF, Burdo TH, Autissier P, Nowlin B, Goodenow MM, Suchard MA, Williams KC, Salemi M. Spatiotemporal dynamics of simian immunodeficiency virus brain infection in CD8+ lymphocyte-depleted rhesus macaques with neuroAIDS. J Gen Virol 2014; 95:2784-2795. [PMID: 25205684 DOI: 10.1099/vir.0.070318-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Despite the success of combined antiretroviral therapy in controlling viral replication in human immunodeficiency virus (HIV)-infected individuals, HIV-associated neurocognitive disorders, commonly referred to as neuroAIDS, remain a frequent and poorly understood complication. Infection of CD8(+) lymphocyte-depleted rhesus macaques with the SIVmac251 viral swarm is a well-established rapid disease model of neuroAIDS that has provided critical insight into HIV-1-associated neurocognitive disorder onset and progression. However, no studies so far have characterized in depth the relationship between intra-host viral evolution and pathogenesis in this model. Simian immunodeficiency virus (SIV) env gp120 sequences were obtained from six infected animals. Sequences were sampled longitudinally from several lymphoid and non-lymphoid tissues, including individual lobes within the brain at necropsy, for four macaques; two animals were sacrificed at 21 days post-infection (p.i.) to evaluate early viral seeding of the brain. Bayesian phylodynamic and phylogeographic analyses of the sequence data were used to ascertain viral population dynamics and gene flow between peripheral and brain tissues, respectively. A steady increase in viral effective population size, with a peak occurring at ~50-80 days p.i., was observed across all longitudinally monitored macaques. Phylogeographic analysis indicated continual viral seeding of the brain from several peripheral tissues throughout infection, with the last migration event before terminal illness occurring in all macaques from cells within the bone marrow. The results strongly supported the role of infected bone marrow cells in HIV/SIV neuropathogenesis. In addition, our work demonstrated the applicability of Bayesian phylogeography to intra-host studies in order to assess the interplay between viral evolution and pathogenesis.
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Affiliation(s)
- Samantha L Strickland
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.,Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | - Brittany D Rife
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.,Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | | | - David J Nolan
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | - Nazle M C Veras
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.,Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | - Mattia C F Prosperi
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.,Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | - Tricia H Burdo
- Department of Biology, Boston College, Chestnut Hill, MA, USA
| | | | - Brian Nowlin
- Department of Biology, Boston College, Chestnut Hill, MA, USA
| | - Maureen M Goodenow
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | - Marc A Suchard
- Departments of Biomathematics, Biostatistics and Human Genetics, University of California (UCLA), Los Angeles, CA, USA
| | | | - Marco Salemi
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.,Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
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9
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Chang L, Jiang C, Cunningham E, Buchthal S, Douet V, Andres M, Ernst T. Effects of APOE ε4, age, and HIV on glial metabolites and cognitive deficits. Neurology 2014; 82:2213-22. [PMID: 24850492 DOI: 10.1212/wnl.0000000000000526] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE We aimed to evaluate the combined effects of HIV and APOE ε4 allele(s) on glial metabolite levels, and on known cognitive deficits associated with either condition, across the ages. METHODS One hundred seventy-seven participants, primarily of white and mixed race (97 seronegative subjects: aged 44.7 ± 1.3 years, 85 [87.6%] men, 28 [28.9%] APOE ε4+; 80 HIV+ subjects: aged 47.3 ± 1.1 years, 73 [91.3%] men, 23 [28.8%] APOE ε4+), were assessed cross-sectionally for metabolite concentrations using proton magnetic resonance spectroscopy in 4 brain regions and for neuropsychological performance. RESULTS Frontal white matter myo-inositol was elevated in subjects with HIV across the age span but showed age-dependent increase in seronegative subjects, especially in APOE ε4+ carriers. In contrast, only seronegative APOE ε4+ subjects showed elevated myo-inositol in parietal cortex. All APOE ε4+ subjects had lower total creatine in basal ganglia. While all HIV subjects showed greater cognitive deficits, HIV+ APOE ε4+ subjects had the poorest executive function, fluency memory, and attention/working memory. Higher myo-inositol levels were associated with poorer fine motor function across all subjects, slower speed of information processing in APOE ε4+ subjects, and worse fluency in HIV+ APOE ε4+ subjects. CONCLUSIONS In frontal white matter of subjects with HIV, the persistent elevation and lack of normal age-dependent increase in myo-inositol suggest that persistent glial activation attenuated the typical antagonistic pleiotropic effects of APOE ε4 on neuroinflammation. APOE ε4 negatively affects energy metabolism in brain regions rich in dopaminergic synapses. The combined effects of HIV infection and APOE ε4 may lead to greater cognitive deficits, especially in those with greater neuroinflammation. APOE ε4 allele(s) may be a useful genetic marker to identify white and mixed-race HIV subjects at risk for cognitive decline.
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Affiliation(s)
- Linda Chang
- From the Department of Medicine, Division of Neurology, John A. Burns School of Medicine (L.C., C.J., E.C., S.B., V.D., T.E.), and Pacific Biosciences Research Center (M.A.), University of Hawai'i at Manoa, and The Queen's Medical Center, Honolulu, HI.
| | - Caroline Jiang
- From the Department of Medicine, Division of Neurology, John A. Burns School of Medicine (L.C., C.J., E.C., S.B., V.D., T.E.), and Pacific Biosciences Research Center (M.A.), University of Hawai'i at Manoa, and The Queen's Medical Center, Honolulu, HI
| | - Eric Cunningham
- From the Department of Medicine, Division of Neurology, John A. Burns School of Medicine (L.C., C.J., E.C., S.B., V.D., T.E.), and Pacific Biosciences Research Center (M.A.), University of Hawai'i at Manoa, and The Queen's Medical Center, Honolulu, HI
| | - Steven Buchthal
- From the Department of Medicine, Division of Neurology, John A. Burns School of Medicine (L.C., C.J., E.C., S.B., V.D., T.E.), and Pacific Biosciences Research Center (M.A.), University of Hawai'i at Manoa, and The Queen's Medical Center, Honolulu, HI
| | - Vanessa Douet
- From the Department of Medicine, Division of Neurology, John A. Burns School of Medicine (L.C., C.J., E.C., S.B., V.D., T.E.), and Pacific Biosciences Research Center (M.A.), University of Hawai'i at Manoa, and The Queen's Medical Center, Honolulu, HI
| | - Marilou Andres
- From the Department of Medicine, Division of Neurology, John A. Burns School of Medicine (L.C., C.J., E.C., S.B., V.D., T.E.), and Pacific Biosciences Research Center (M.A.), University of Hawai'i at Manoa, and The Queen's Medical Center, Honolulu, HI
| | - Thomas Ernst
- From the Department of Medicine, Division of Neurology, John A. Burns School of Medicine (L.C., C.J., E.C., S.B., V.D., T.E.), and Pacific Biosciences Research Center (M.A.), University of Hawai'i at Manoa, and The Queen's Medical Center, Honolulu, HI
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10
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Abstract
The use of animal models in the study of HIV and AIDS has advanced our understanding of the underlying pathophysiologic mechanisms of infection. Of the multitude of HIV disease manifestations, peripheral neuropathy remains one of the most common long-term side effects. Several of the most important causes of peripheral neuropathy in AIDS patients include direct association with HIV infection with or without antiretroviral medication and infection with opportunistic agents. Because the pathogeneses of these diseases are difficult to study in human patients, animal models have allowed for significant advancement in the understanding of the role of viral infection and the immune system in disease genesis. This review focuses on rodent, rabbit, feline and rhesus models used to study HIV-associated peripheral neuropathies, focusing specifically on sensory neuropathy and antiretroviral-associated neuropathies.
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Affiliation(s)
- Tricia H Burdo
- Department of Biology, Boston College, Chestnut Hill, MA, USA
| | - Andrew D Miller
- Department of Biomedical Sciences, Section of Anatomic Pathology, College of Veterinary Medicine, Cornell University, Ithaca, NY, USA
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11
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Lamers SL, Nolan DJ, Strickland SL, Prosperi M, Fogel GB, Goodenow MM, Salemi M. Longitudinal analysis of intra-host simian immunodeficiency virus recombination in varied tissues of the rhesus macaque model for neuroAIDS. J Gen Virol 2013; 94:2469-2479. [PMID: 23963535 DOI: 10.1099/vir.0.055335-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Human immunodeficiency virus intra-host recombination has never been studied in vivo both during early infection and throughout disease progression. The CD8-depleted rhesus macaque model of neuroAIDS was used to investigate the impact of recombination from early infection up to the onset of neuropathology in animals inoculated with a simian immunodeficiency virus (SIV) swarm. Several lymphoid and non-lymphoid tissues were collected longitudinally at 21 days post-infection (p.i.), 61 days p.i. and necropsy (75-118 days p.i.) from four macaques that developed SIV-encephalitis or meningitis, as well as from two animals euthanized at 21 days p.i. The number of recombinant sequences and breakpoints in different tissues and over time from each primate were compared. Breakpoint locations were mapped onto predicted RNA and protein secondary structures. Recombinants were found at each time point and in each primate as early as 21 days p.i. No association was found between recombination rates and specific tissue of origin. Several identical breakpoints were identified in sequences derived from different tissues in the same primate and among different primates. Breakpoints predominantly mapped to unpaired nucleotides or pseudoknots in RNA secondary structures, and proximal to glycosylation sites and cysteine residues in protein sequences, suggesting selective advantage in the emergence of specific recombinant sequences. Results indicate that recombinant sequences can become fixed very early after infection with a heterogeneous viral swarm. Features of RNA and protein secondary structure appear to play a role in driving the production of recombinants and their selection in the rapid disease model of neuroAIDS.
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Affiliation(s)
| | - David J Nolan
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610, USA.,Department of Pathology, Immunology and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Samantha L Strickland
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610, USA.,Department of Pathology, Immunology and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Mattia Prosperi
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610, USA.,Department of Pathology, Immunology and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Gary B Fogel
- Natural Selection Inc., San Diego, CA 92121, USA
| | - Maureen M Goodenow
- Department of Pathology, Immunology and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Marco Salemi
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610, USA.,Department of Pathology, Immunology and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
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12
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Wu WE, Tal A, Kirov II, Rusinek H, Charytonowicz D, Babb JS, Ratai EM, Gilberto Gonzalez R, Gonen O. Global gray and white matter metabolic changes after simian immunodeficiency virus infection in CD8-depleted rhesus macaques: proton MRS imaging at 3 T. NMR IN BIOMEDICINE 2013; 26:480-488. [PMID: 23418159 PMCID: PMC3784644 DOI: 10.1002/nbm.2889] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2012] [Revised: 10/17/2012] [Accepted: 10/18/2012] [Indexed: 06/01/2023]
Abstract
To test the hypotheses that global decreased neuro-axonal integrity reflected by decreased N-acetylaspartate (NAA) and increased glial activation reflected by an elevation in its marker, the myo-inositol (mI), present in a CD8-depleted rhesus macaque model of HIV-associated neurocognitive disorders. To this end, we performed quantitative MRI and 16 × 16 × 4 multivoxel proton MRS imaging (TE/TR = 33/1400 ms) in five macaques pre- and 4-6 weeks post-simian immunodeficiency virus infection. Absolute NAA, creatine, choline (Cho), and mI concentrations, gray and white matter (GM and WM) and cerebrospinal fluid fractions were obtained. Global GM and WM concentrations were estimated from 224 voxels (at 0.125 cm(3) spatial resolution over ~35% of the brain) using linear regression. Pre- to post-infection global WM NAA declined 8%: 6.6 ± 0.4 to 6.0 ± 0.5 mM (p = 0.05); GM Cho declined 20%: 1.3 ± 0.2 to 1.0 ± 0.1 mM (p < 0.003); global mI increased 11%: 5.7 ± 0.4 to 6.5 ± 0.5 mM (p < 0.03). Global GM and WM brain volume fraction changes were statistically insignificant. These metabolic changes are consistent with global WM (axonal) injury and glial activation, and suggest a possible GM host immune response.
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Affiliation(s)
- William E Wu
- Department of Radiology, New York University School of Medicine, New York, NY, 10016, USA
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13
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Strickland SL, Gray RR, Lamers SL, Burdo TH, Huenink E, Nolan DJ, Nowlin B, Alvarez X, Midkiff CC, Goodenow MM, Williams K, Salemi M. Efficient transmission and persistence of low-frequency SIVmac251 variants in CD8-depleted rhesus macaques with different neuropathology. J Gen Virol 2012; 93:925-938. [PMID: 22302881 DOI: 10.1099/vir.0.039586-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Infection of CD8-depleted rhesus macaques with the genetically heterogeneous simian immunodeficiency virus (SIV)mac251 viral swarm provides a rapid-disease model for simian acquired immune deficiency syndrome and SIV-encephalitis (SIVE). The objective was to evaluate how the diversity of the swarm influences the initial seeding of the infection that may potentially affect disease progression. Plasma, lymphoid and non-lymphoid (brain and lung) tissues were collected from two infected macaques euthanized at 21 days post-infection (p.i.), as well as longitudinal specimens and post-mortem tissues from four macaques followed throughout the infection. About 1300 gp120 viral sequences were obtained from the infecting SIVmac251 swarm and the macaques longitudinal and post-mortem samples. Phylogenetic and amino acid signature pattern analyses were carried out to assess frequency, transmission dynamics and persistence of specific viral clusters. Although no significant reduction in viral heterogeneity was found early in infection (21 days p.i.), transmission and replication of SIV variants was not entirely random. In particular, two distinct motifs under-represented (<4 %) in the infecting swarm were found at high frequencies (up to 14 %) in all six macaques as early as 21 days p.i. Moreover, a macrophage tropic variant not detected in the viral swarm (<0.3 %) was present at high frequency (29-100 %) in sequences derived from the brain of two macaques with meningitis or severe SIVE. This study demonstrates the highly efficient transmission and persistence in vivo of multiple low frequency SIVmac251 founder variants, characterized by specific gp120 motifs that may be linked to pathogenesis in the rapid-disease model of neuroAIDS.
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Affiliation(s)
- Samantha L Strickland
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.,Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | | | | | - Tricia H Burdo
- Department of Biology, Boston College, Chestnut Hill, MA, USA
| | - Ellen Huenink
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | - David J Nolan
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.,Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | - Brian Nowlin
- Department of Biology, Boston College, Chestnut Hill, MA, USA
| | - Xavier Alvarez
- Tulane National Primate Research Center, Tulane University, Covington, LA, USA
| | - Cecily C Midkiff
- Tulane National Primate Research Center, Tulane University, Covington, LA, USA
| | - Maureen M Goodenow
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
| | | | - Marco Salemi
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA.,Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, USA
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14
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Monocyte mobilization, activation markers, and unique macrophage populations in the brain: observations from SIV infected monkeys are informative with regard to pathogenic mechanisms of HIV infection in humans. J Neuroimmune Pharmacol 2011; 7:363-71. [PMID: 22167311 DOI: 10.1007/s11481-011-9330-3] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2011] [Accepted: 11/25/2011] [Indexed: 12/13/2022]
Abstract
Non-human primate models of AIDS and neuroAIDS have been useful to study AIDS in humans in general and neuroAIDS in particular. Important information concerning target cells of infection, mechanisms of immune activation and pathology and cell traffic has been made in non-human primate models. To date observations in SIV infected monkey models have predicted or paralleled monocyte/macrophage biology with HIV infection and neuroAIDS. In this brief review we discuss a CD8+ T lymphocyte depletion model of rapid AIDS which results in a high incidence of SIV encephalitis. Specifically we review recent observations we have made using this model concerning monocyte turnover, monocyte/macrophage activation, macrophage derived biomarkers of disease and novel therapeutic approaches to AIDS and CNS pathology. Importantly, all observations made in the rapid model of AIDS discussed here are important and relevant to HIV infection of humans, even in the current era of anti-retroviral therapy that maintains HIV in plasma below the limit of detection.
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15
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Growth-associated protein-43 and ephrin B3 induction in the brain of adult SIV-infected rhesus macaques. J Neurovirol 2011; 17:455-68. [PMID: 21789725 DOI: 10.1007/s13365-011-0047-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2010] [Revised: 06/06/2011] [Accepted: 07/12/2011] [Indexed: 12/19/2022]
Abstract
Understanding the mechanisms of neuronal regeneration and repair in the adult central nervous system is a vital area of research. Using a rhesus lentiviral encephalitis model, we sought to determine whether recovery of neuronal metabolism after injury coincides with the induction of two important markers of synaptodendritic repair: growth-associated protein-43 (GAP-43) and ephrin B3. We examined whether the improvement of neuronal metabolism with combined anti-retroviral therapy (cART) after simian immunodeficiency virus (SIV) infection in rhesus macaques involved induction of GAP-43, also known as neuromodulin, and ephrin B3, both implicated in axonal pathfinding during neurodevelopment and regulation of synapse formation, neuronal plasticity, and repair in adult brain. We utilized magnetic resonance spectroscopy to demonstrate improved neuronal metabolism in vivo in adult SIV-infected cART animals compared to untreated and uninfected controls. We then assessed levels of GAP-43, ephrin B3, and synaptophysin, a pre-synaptic marker, in three brain regions important for cognitive function, cortex, hippocampus, and putamen, by quantitative real-time RT-PCR and immunohistochemistry. Here we demonstrate that (1) GAP-43 mRNA and protein are induced with SIV infection, (2) GAP-43 protein is higher in the hippocampus outer molecular layer in SIV-infected animals that received cART compared to those that did not, and (3) activated microglia and infiltrating SIV-infected macrophages express abundant ephrin B3, an important axonal guidance molecule. We propose a model whereby SIV infection triggers events that lead to induction of GAP-43 and ephrin B3, and that short-term cART results in increased magnitude of repair mechanisms especially in the hippocampus, a region known for high levels of adult plasticity.
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