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Liu X, Tang SJ. Pathogenic mechanisms of human immunodeficiency virus (HIV)-associated pain. Mol Psychiatry 2023; 28:3613-3624. [PMID: 37857809 DOI: 10.1038/s41380-023-02294-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 09/25/2023] [Accepted: 10/05/2023] [Indexed: 10/21/2023]
Abstract
Chronic pain is a prevalent neurological complication among individuals living with human immunodeficiency virus (PLHIV) in the post-combination antiretroviral therapy (cART) era. These individuals experience malfunction in various cellular and molecular pathways involved in pain transmission and modulation, including the neuropathology of the peripheral sensory neurons and neurodegeneration and neuroinflammation in the spinal dorsal horn. However, the underlying etiologies and mechanisms leading to pain pathogenesis are complex and not fully understood. In this review, we aim to summarize recent progress in this field. Specifically, we will begin by examining neuropathology in the pain pathways identified in PLHIV and discussing potential causes, including those directly related to HIV-1 infection and comorbidities, such as antiretroviral drug use. We will also explore findings from animal models that may provide insights into the molecular and cellular processes contributing to neuropathology and chronic pain associated with HIV infection. Emerging evidence suggests that viral proteins and/or antiretroviral drugs trigger a complex pathological cascade involving neurons, glia, and potentially non-neural cells, and that interactions between these cells play a critical role in the pathogenesis of HIV-associated pain.
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Affiliation(s)
- Xin Liu
- Stony Brook University Pain and Analgesia Research Center (SPARC), Stony Brook University, Stony Brook, 11794, NY, USA
- Department of Anesthesiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, 11794, NY, USA
| | - Shao-Jun Tang
- Stony Brook University Pain and Analgesia Research Center (SPARC), Stony Brook University, Stony Brook, 11794, NY, USA.
- Department of Anesthesiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, 11794, NY, USA.
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Hernandez CA, Eliseo E. The Role of Pannexin-1 Channels in HIV and NeuroHIV Pathogenesis. Cells 2022; 11:2245. [PMID: 35883688 PMCID: PMC9323506 DOI: 10.3390/cells11142245] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 07/08/2022] [Accepted: 07/14/2022] [Indexed: 02/06/2023] Open
Abstract
The human immunodeficiency virus-1 (HIV) enters the brain shortly after infection, leading to long-term neurological complications in half of the HIV-infected population, even in the current anti-retroviral therapy (ART) era. Despite decades of research, no biomarkers can objectively measure and, more importantly, predict the onset of HIV-associated neurocognitive disorders. Several biomarkers have been proposed; however, most of them only reflect late events of neuronal damage. Our laboratory recently identified that ATP and PGE2, inflammatory molecules released through Pannexin-1 channels, are elevated in the serum of HIV-infected individuals compared to uninfected individuals and other inflammatory diseases. More importantly, high circulating ATP levels, but not PGE2, can predict a decline in cognition, suggesting that HIV-infected individuals have impaired ATP metabolism and associated signaling. We identified that Pannexin-1 channel opening contributes to the high serological ATP levels, and ATP in the circulation could be used as a biomarker of HIV-associated cognitive impairment. In addition, we believe that ATP is a major contributor to chronic inflammation in the HIV-infected population, even in the anti-retroviral era. Here, we discuss the mechanisms associated with Pannexin-1 channel opening within the circulation, as well as within the resident viral reservoirs, ATP dysregulation, and cognitive disease observed in the HIV-infected population.
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Affiliation(s)
| | - Eugenin Eliseo
- Department of Neuroscience, Cell Biology, and Anatomy, University of Texas Medical Branch (UTMB), Galveston, TX 77555, USA;
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3
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Di Liberto G, Egervari K, Kreutzfeldt M, Schürch CM, Hewer E, Wagner I, Du Pasquier R, Merkler D. OUP accepted manuscript. Brain 2022; 145:2730-2741. [PMID: 35808999 PMCID: PMC9420019 DOI: 10.1093/brain/awac102] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 02/24/2022] [Accepted: 02/26/2022] [Indexed: 11/14/2022] Open
Abstract
Glial cell activation is a hallmark of several neurodegenerative and neuroinflammatory diseases. During HIV infection, neuroinflammation is associated with cognitive impairment, even during sustained long-term suppressive antiretroviral therapy. However, the cellular subsets contributing to neuronal damage in the CNS during HIV infection remain unclear. Using post-mortem brain samples from eight HIV patients and eight non-neurological disease controls, we identify a subset of CNS phagocytes highly enriched in LGALS3, CTSB, GPNMB and HLA-DR, a signature identified in the context of ageing and neurodegeneration. In HIV patients, the presence of this phagocyte phenotype was associated with synaptic stripping, suggesting an involvement in the pathogenesis of HIV-associated neurocognitive disorder. Taken together, our findings elucidate some of the molecular signatures adopted by CNS phagocytes in HIV-positive patients and contribute to the understanding of how HIV might pave the way to other forms of cognitive decline in ageing HIV patient populations.
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Affiliation(s)
- Giovanni Di Liberto
- Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland
- Department of Clinical Neurosciences, Service of Neurology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Kristof Egervari
- Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland
- Division of Clinical Pathology, Geneva University Hospital, Geneva, Switzerland
| | - Mario Kreutzfeldt
- Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland
| | - Christian M Schürch
- Department of Pathology and Neuropathology, University Hospital and Comprehensive Cancer Center Tübingen, Tübingen, Germany
| | - Ekkehard Hewer
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Ingrid Wagner
- Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland
| | - Renaud Du Pasquier
- Department of Clinical Neurosciences, Service of Neurology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Doron Merkler
- Correspondence to: Doron Merkler Centre Médical Universitaire (CMU) 1, rue Michel Servet 1211 Geneva, Switzerland E-mail:
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Using neuronal extracellular vesicles and machine learning to predict cognitive deficits in HIV. J Neurovirol 2020; 26:880-887. [PMID: 32681213 DOI: 10.1007/s13365-020-00877-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 06/16/2020] [Accepted: 06/30/2020] [Indexed: 12/31/2022]
Abstract
Our objective was to predict HIV-associated neurocognitive disorder (HAND) in HIV-infected people using plasma neuronal extracellular vesicle (nEV) proteins, clinical data, and machine learning. We obtained 60 plasma samples from 38 women and 22 men, all with HIV infection and 40 with HAND. All underwent neuropsychological testing. nEVs were isolated by immunoadsorption with neuron-specific L1CAM antibody. High-mobility group box 1 (HMGB1), neurofilament light (NFL), and phosphorylated tau-181 (p-T181-tau) proteins were quantified by ELISA. Three different computational algorithms were performed to predict cognitive impairment using clinical data and nEV proteins. Of the 3 different algorithms, support vector machines performed the best. Applying 4 different models of clinical data with 3 nEV proteins, we showed that selected clinical data and HMGB1 plus NFL best predicted cognitive impairment with an area under the curve value of 0.82. The most important features included CD4 count, HMGB1, and NFL. Previous published data showed nEV p-T181-tau was elevated in Alzheimer's disease (AD), and in this study, p-T181-tau had no importance in assessing HAND but may actually differentiate it from AD. Machine learning can access data without programming bias. Identifying a few nEV proteins plus key clinical variables can better predict neuronal damage. This approach may differentiate other neurodegenerative diseases and determine recovery after therapies are identified.
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Onaolapo OJ, Adeyemi OI, Amujoyegbe OJ, Fasola EA, Olofinnade AT, Onaolapo AY. High Dietary Fat Modulates Neurobehavioural Effect of Lopinavir/ Ritonavir in Mice. Curr Pharm Biotechnol 2019; 21:158-168. [PMID: 31612827 DOI: 10.2174/1389201020666191011144930] [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: 05/17/2019] [Revised: 09/06/2019] [Accepted: 09/24/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Lopinavir/Ritonavir (LR) is a protease inhibitor used human immunodeficiency virus infection management. There have been issues regarding the effects of fat on LR efficacy and the possibility of neurological deficits following prolonged use, there is however a dearth of research examining this. AIMS The effects of LR administered with normal or High-Fat Diet (HFD) on neurobehaviour, neurochemistry and oxidative stress in healthy mice were examined. METHODS Mice were randomly-assigned into eight groups of ten (n=10) animals each. The groups were normal control [Standard Diet, (SD)], HFD control, 3 groups of LR incorporated into SD (100/25, 200/50 and 400/100 mg/kg of feed), and 3 groups of LR with HFD (100/25, 200/50 and 400/100 mg/kg of feed). Mice were fed daily for six weeks, following which open field, elevated-plus maze (EPM), radial-arm maze and Y-maze behaviours were scored. Twenty-four hours after tests, mice were euthanised and brains were homogenised for estimation of oxidative stress, L-glutamate level and acetylcholinesterase activity. RESULTS LR was associated with a reduction in HFD-induced weight gain, suppression of open-field behaviours with SD, and counteraction of HFD-induced changes in working-memory, open-field and anxiety-related behaviours. Also, LR causes increased lipid peroxidation and superoxide dismutase activity; and a decrease in brain glutamate, irrespective of dietary composition. Increased fat catabolism leading to increased oxidative stress could possibly account for the weight changes, while a decrease in brain glutamate could account for the changes in open-field behaviours in mice fed SD. CONCLUSION LR alters neurobehaviour, oxidative stress and brain glutamate in mice; however, only its effects on neurobehaviour are affected by diet.
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Affiliation(s)
- Olakunle J Onaolapo
- Behavioural Neuroscience and Neuropharmacology Unit, Department of Pharmacology, Ladoke Akintola University of Technology, Osogbo, Osun State, Nigeria
| | - Oluwole I Adeyemi
- Department of Pharmacology, Faculty of Pharmacy, Obafemi Awolowo University, Ile-Ife, Osun State, Nigeria
| | - Omolola J Amujoyegbe
- Department of Anatomy, Ladoke Akintola University of Technology, Ogbomosho, Oyo State, Nigeria
| | - Eunice A Fasola
- Department of Anatomy, Ladoke Akintola University of Technology, Ogbomosho, Oyo State, Nigeria
| | - Anthony T Olofinnade
- Department of Pharmacology, Therapeutics and Toxicology, Faculty of Basic Clinical Sciences, College of Medicine, Lagos State University, Lagos state Ikeja, Ikeja, Nigeria
| | - Adejoke Y Onaolapo
- Department of Anatomy, Ladoke Akintola University of Technology, Ogbomosho, Oyo State, Nigeria.,Behavioural Neuroscience and Neurobiology Unit, Department of Anatomy, Ladoke Akintola University of Technology, Ogbomosho, Oyo State, Nigeria
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Bandera A, Taramasso L, Bozzi G, Muscatello A, Robinson JA, Burdo TH, Gori A. HIV-Associated Neurocognitive Impairment in the Modern ART Era: Are We Close to Discovering Reliable Biomarkers in the Setting of Virological Suppression? Front Aging Neurosci 2019; 11:187. [PMID: 31427955 PMCID: PMC6687760 DOI: 10.3389/fnagi.2019.00187] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 07/10/2019] [Indexed: 11/24/2022] Open
Abstract
The prevalence of the most severe forms of HIV-associated neurocognitive disorders (HAND) is decreasing due to worldwide availability and high efficacy of antiretroviral treatment (ART). However, several grades of HIV-related cognitive impairment persist with effective ART and remain a clinical concern for people with HIV (PWH). The pathogenesis of these cognitive impairments has yet to be fully understood and probably multifactorial. In PWH with undetectable peripheral HIV-RNA, the presence of viral escapes in cerebrospinal fluid (CSF) might explain a proportion of cases, but not all. Many other mechanisms have been hypothesized to be involved in disease progression, in order to identify possible therapeutic targets. As potential indicators of disease staging and progression, numerous biomarkers have been used to characterize and implicate chronic inflammation in the pathogenesis of neuronal injuries, such as certain phenotypes of activated monocytes/macrophages, in the context of persistent immune activation. Despite none of them being disease-specific, the correlation of several CSF cellular biomarkers to HIV-induced neuronal damage has been investigated. Furthermore, recent studies have been evaluating specific microRNA (miRNA) profiles in the CSF of PWH with neurocognitive impairment (NCI). The aim of the present study is to review the body of evidence on different biomarkers use in research and clinical settings, focusing on PWH on ART with undetectable plasma HIV-RNA.
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Affiliation(s)
- Alessandra Bandera
- Infectious Disease Unit, Department of Internal Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Department of Pathophysiology and Transplantation, University of Milano, Milan, Italy
| | - Lucia Taramasso
- Infectious Disease Unit, Department of Internal Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Infectious Diseases Clinic, Department of Health Sciences, School of Medical and Pharmaceutical Sciences, Policlinico Hospital San Martino, University of Genova (DISSAL), Genova, Italy
| | - Giorgio Bozzi
- Infectious Disease Unit, Department of Internal Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Antonio Muscatello
- Infectious Disease Unit, Department of Internal Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Jake A Robinson
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, United States
| | - Tricia H Burdo
- Department of Neuroscience, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, United States
| | - Andrea Gori
- Infectious Disease Unit, Department of Internal Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Department of Pathophysiology and Transplantation, University of Milano, Milan, Italy
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Cerebrospinal fluid extracellular vesicles and neurofilament light protein as biomarkers of central nervous system injury in HIV-infected patients on antiretroviral therapy. AIDS 2019; 33:615-625. [PMID: 30557159 PMCID: PMC6399073 DOI: 10.1097/qad.0000000000002121] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Objective: The relationship of cerebrospinal fluid (CSF) extracellular vesicles to neurocognitive impairment (NCI) in HIV-infected individuals is unclear. Here, we characterize CSF extracellular vesicles and their association with central nervous system (CNS) injury related biomarkers [neurofilament light (NFL), S100B, neopterin] and NCI in HIV-positive individuals on combination antiretroviral therapy (cART). Design: A cross-sectional and longitudinal study of CSF samples from HIV-positive individuals on cART. Methods: NFL, S100B and neopterin were measured by ELISA in 190 CSF samples from 112 individuals (67 HIV-positive and 45 HIV-negative). CSF extracellular vesicles were isolated and characterized by electron microscopy, nanoparticle tracking analysis, immunoblotting for exosome markers (CD9, CD63, CD81, FLOT-1) and ELISA for HLA-DR. Results: HIV-positive individuals had median age 52 years, 67% with suppressed plasma viral load (< 50 copies/ml), median CD4+ nadir 66 cells/μl and CD4+ cell count 313 cells/μl. CSF NFL, S100B and neopterin levels were higher in HIV-positive vs. HIV-negative individuals, and nonsuppressed vs. suppressed HIV-positive individuals. Although CSF NFL and S100B levels were higher in NCI vs. unimpaired HIV-positive individuals (P < 0.05), only NFL was associated with NCI in adjusted models (P < 0.05). CSF extracellular vesicles were increased in HIV-positive vs. HIV-negative individuals, and NCI vs. unimpaired HIV-positive individuals (P < 0.05), and correlated positively with NFL (P < 0.001). HLA-DR was enriched in CSF extracellular vesicles from HIV-positive individuals with NCI (P < 0.05), suggesting that myeloid cells are a potential source of CSF extracellular vesicles during HIV infection. Conclusion: Increased CSF extracellular vesicles correlate with neuronal injury biomarker NFL in cART-treated HIV-positive individuals with neurocognitive impairment, suggesting potential applications as novel biomarkers of CNS injury.
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Mothapo KM, Ten Oever J, Koopmans P, Stelma FF, Burm S, Bajramovic J, Verbeek MM, Rikkert MGO, Netea MG, Koopman G, van der Ven AJ. Soluble TLR2 and 4 concentrations in cerebrospinal fluid in HIV/SIV-related neuropathological conditions. J Neurovirol 2016; 23:250-259. [PMID: 27882497 DOI: 10.1007/s13365-016-0495-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 10/18/2016] [Accepted: 10/20/2016] [Indexed: 11/29/2022]
Abstract
HIV in the central nervous system (CNS) mainly infects microglial cells which are known to express toll-like receptors (TLRs). This paper aimed to study the role of soluble TLR2 (sTLR2), sTLR4, and other inflammatory markers in cerebrospinal fluid (CSF) in HIV/Simian immunodeficiency virus (SIV)-related neurological sequelae. We determined sTLR2 and sTLR4 levels in CSF and serum/plasma of SIV-infected rhesus macaques with and without neurological sequelae, as well as in HIV-infected patients with and without cognitive impairments and Alzheimer's disease (AD) patients and matched controls. CSF cytokines and chemokines levels were analyzed in macaques as markers of neuroinflammation, while neopterin and S100B CSF concentrations were measured in HIV-infected patients as microglial and astrocyte marker, respectively. We found detectable levels of sTLR2 and sTLR4 in CSF of macaques and humans. Furthermore, CSF sTLR2 and sTLR4 concentrations were higher in SIV-infected macaques with neurological sequelae compared to those without neurological complications (p = 0.0003 and p = 0.0006, respectively). CSF IL-8 and monocyte chemoattractant protein-1 (MCP-1) levels were elevated in macaques with neurological sequelae, and a positive correlation was found between CSF levels of sTLR2/4 and IL-8 and MCP-1. Also in humans, elevated CSF sTLR4 levels were found in HIV-infected patients with cognitive impairments compared to HIV-infected patients with normal cognition (p = 0.019). Unlike CSF S100B levels, neopterin correlated positively with sTLR2 and sTLR4. No difference was found in plasma and CSF sTLR2 and sTLR4 levels between AD patients and control subjects (p = 0.26). In conclusion, CSF sTLR2 and sTLR4 may play a role in HIV/SIV-related neuroinflammation and subsequent neuropathology.
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Affiliation(s)
- Khutso M Mothapo
- Department of Internal Medicine and Nijmegen Institute for Health Sciences, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - J Ten Oever
- Department of Internal Medicine and Nijmegen Institute for Health Sciences, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - P Koopmans
- Department of Internal Medicine and Nijmegen Institute for Health Sciences, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - F F Stelma
- Department of Medical Microbiology-Section Virology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - S Burm
- Alternatives Unit, Biomedical Primate Research Centre, Rijswijk, The Netherlands
| | - J Bajramovic
- Alternatives Unit, Biomedical Primate Research Centre, Rijswijk, The Netherlands
| | - M M Verbeek
- Departments of Neurology and Laboratory Medicine, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - M G Olde Rikkert
- Radboudumc Alzheimer Centre, Department of Geriatric Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - M G Netea
- Department of Internal Medicine and Nijmegen Institute for Health Sciences, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - G Koopman
- Department of Virology, Biomedical Primate Research Centre, Rijswijk, The Netherlands
| | - A J van der Ven
- Department of Internal Medicine and Nijmegen Institute for Health Sciences, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
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Calcagno A, Romito A, Atzori C, Ghisetti V, Cardellino C, Audagnotto S, Scarvaglieri E, Lipani F, Imperiale D, Di Perri G, Bonora S. Blood Brain Barrier Impairment in HIV-Positive Naïve and Effectively Treated Patients: Immune Activation Versus Astrocytosis. J Neuroimmune Pharmacol 2016; 12:187-193. [PMID: 27826896 DOI: 10.1007/s11481-016-9717-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 10/28/2016] [Indexed: 11/26/2022]
Abstract
Blood brain barrier (BBB) damage is a common feature in central nervous system infections by HIV and it may persist despite effective antiretroviral therapy. Astrocyte involvement has not been studied in this setting. Patients were enrolled in an ongoing prospective study and subjects with central nervous system-affecting disorders were excluded. Patients were divided into two groups: treated subjects with cerebrospinal fluid (CSF) HIV RNA <50 copies/mL (CSF-controllers) and in late-presenters CD4+ T lymphocytes <100/uL. CSF biomarkers of neuronal or astrocyte damage were measured and compared to CSF serum-to-albumin ratio. 134 patients were included; 67 subjects in each group (50 %) with similar demographic characteristics (with the exception of older age in CSF controllers). CD4 (cells/uL), plasma and CSF HIV RNA (Log10 copies/mL) were 43 (20-96), 5.6 (5.2-6) and 3.9 (3.2-4.7) in LPs and 439 (245-615), <1.69 (9 patients <2.6) and <1.69 in CSFc. BBB impairment was observed in 17 late-presenters (25.4 %) and in 9 CSF-controllers (13.4 %). CSF biomarkers were similar but for higher CSF neopterin values in late-presenters (2.3 vs. 0.6 ng/mL, p < 0.001). CSARs were associated with CSF neopterin (rho = 0.31, p = 0.03) and HIV RNA (rho = 0.24, p = 0.05) in late-presenters and with CSF tau (rho = 0.51, p < 0.001), p-tau (rho = 0.47, p < 0.001) and S100beta (rho = 0.33, p = 0.009) in CSF-controllers. In HAART-treated subjects with suppressed CSF HIV RNA, BBB altered permeability was associated with markers of neuronal damage and astrocytosis. Additional treatment targeting astrocytosis and/or viral protein production might be needed in order to reduce HIV effects in the central nervous system.
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Affiliation(s)
- A Calcagno
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino at Ospedale Amedeo di Savoia, ASL TO2, Torino, Italy.
| | - A Romito
- Laboratory of Immunology, Ospedale Maria Vittoria, ASL TO2, Torino, Italy
| | - C Atzori
- Unit of Neurology, Ospedale Maria Vittoria, ASL TO2, Torino, Italy
| | - V Ghisetti
- Laboratory of Microbiology and Molecular Biology, Ospedale Amedeo di Savoia, ASL TO2, Torino, Italy
| | - C Cardellino
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino at Ospedale Amedeo di Savoia, ASL TO2, Torino, Italy
| | - S Audagnotto
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino at Ospedale Amedeo di Savoia, ASL TO2, Torino, Italy
| | - E Scarvaglieri
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino at Ospedale Amedeo di Savoia, ASL TO2, Torino, Italy
| | - F Lipani
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino at Ospedale Amedeo di Savoia, ASL TO2, Torino, Italy
| | - D Imperiale
- Unit of Neurology, Ospedale Maria Vittoria, ASL TO2, Torino, Italy
| | - G Di Perri
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino at Ospedale Amedeo di Savoia, ASL TO2, Torino, Italy
| | - S Bonora
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino at Ospedale Amedeo di Savoia, ASL TO2, Torino, Italy
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Neurotoxicity in the Post-HAART Era: Caution for the Antiretroviral Therapeutics. Neurotox Res 2016; 30:677-697. [PMID: 27364698 DOI: 10.1007/s12640-016-9646-0] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Revised: 06/15/2016] [Accepted: 06/20/2016] [Indexed: 12/19/2022]
Abstract
Despite the advent of highly active antiretroviral therapy (HAART), HIV-associated neurological disorders (HAND) remain a major challenge in human immunodeficiency virus (HIV) treatment. The early implementation of HAART in the infected individuals helps suppress the viral replication in the plasma and other compartments. Several studies also report the beneficial effect of drugs that successfully penetrate central nervous system (CNS). However, recent data in both clinical setup and in in vitro studies indicate CNS toxicity of the antiretrovirals (ARVs). Although the evidence is limited, correlation between prolonged use of ARVs and neurotoxicity strongly suggests that it is essential to study the underlying mechanisms responsible for such toxicity. Furthermore, closer attention toward clinical outcomes is required to screen various ARV regimens for their association with HAND and other comorbidities. A growing body of literature also indicates a possible role of accelerated aging in the antiretroviral therapy-associated neurotoxicity. Lastly, owing to high pill burden, multiple drugs in the HIV treatment also invite a possible role of drug-drug interaction via various cytochrome P450 enzymes. The particular emphasis of this review is to highlight the need to identify alternative approaches in reducing the CNS toxicity of the ARV drugs in HIV-infected individuals.
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Abstract
Objective: The neurotoxic actions of the HIV protease inhibitors, amprenavir (APV) and lopinavir (LPV) were investigated. Design: With combination antiretroviral therapy (cART), HIV-infected persons exhibit neurocognitive impairments, raising the possibility that cART might exert adverse central nervous system (CNS) effects. We examined the effects of LPV and APV using in-vitro and in-vivo assays of CNS function. Methods: Gene expression, cell viability and amino-acid levels were measured in human astrocytes, following exposure to APV or LPV. Neurobehavioral performance, amino-acid levels and neuropathology were examined in HIV-1 Vpr transgenic mice after treatment with APV or LPV. Results: Excitatory amino-acid transporter-2 (EAAT2) expression was reduced in astrocytes treated with LPV or APV, especially LPV (P < 0.05), which was accompanied by reduced intracellular l-glutamate levels in LPV-treated cells (P < 0.05). Treatment of astrocytes with APV or LPV reduced the expression of proliferating cell nuclear antigen (PCNA) and Ki-67 (P < 0.05) although cell survival was unaffected. Exposure of LPV to astrocytes augmented glutamate-evoked transient rises in [Cai] (P < 0.05). Vpr mice treated with LPV showed lower concentrations of l-glutamate, l-aspartate and l-serine in cortex compared with vehicle-treated mice (P < 0.05). Total errors in T-maze assessment were increased in LPV and APV-treated animals (P < 0.05). EAAT2 expression was reduced in the brains of protease inhibitor-treated animals, which was associated with gliosis (P < 0.05). Conclusion: These results indicated that contemporary protease inhibitors disrupt astrocyte functions at therapeutic concentrations with enhanced sensitivity to glutamate, which can lead to neurobehavioral impairments. ART neurotoxicity should be considered in future therapeutic regimens for HIV/AIDS.
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Kahlert C, Bregenzer A, Gutmann C, Otterbech S, Hoffmann M, Schmid P, Vernazza P. Late treatment failures in cerebrospinal fluid in patients on long-term maintenance ART with ritonavir-boosted protease PI monotherapy. Infection 2015; 44:329-35. [PMID: 26661659 DOI: 10.1007/s15010-015-0866-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 11/30/2015] [Indexed: 10/22/2022]
Abstract
BACKGROUND Antiretroviral treatment (ART) with ritonavir-boosted protease inhibitor monotherapy (rb-PMT) remains a potentially attractive strategy for treatment simplification in HIV-infected individuals. However, long-term follow-up in particular with respect to HIV-RNA suppression in cerebrospinal fluids (CSF) is still lacking. METHODS Patients who participated in one of the three monotherapy trials [indinavir/r, ATARITMO (atazanavir/r), MOST (lopinavir/r)] at our HIV clinic and remained successfully suppressed during the entire trial (plasma < 50 copies/mL, CSF < 100 copies/mL) were offered to continue their monotherapy under close monitoring. While on rb-PMT, patients were asked to provide CSF samples in yearly or 2-yearly intervals. All patients fully suppressed in plasma and CSF for at least 12 months were included in the analysis. Patients demonstrating any failure in plasma or CSF resumed triple combined ART. RESULTS A total of 27 patients (5 women and 22 men) fulfilled the entry criteria. The median follow-up time was 4.8 (1.1-10.9) years with an overall experience of 139 patient-years on monotherapy. Eleven of 27 (41 %) patients (2 women and 9 men) developed virologic failure (1 in plasma only, 4 in CSF only, 4 both in plasma and CSF and 2 in plasma with CSF not available). Plasma failure occurred in 7 patients after a median follow-up of 25 (13-32) months, and CSF failure in 8 patients after a median follow-up of 30 (14-64) months. Seven patients are still on rb-PMT with atazanavir/r. Failure was associated with shorter duration of fully suppressed plasma viral load prior to starting (p < 0.022). CONCLUSION For selected patients, rb-PMT might be a valid long-term treatment strategy. Nevertheless, even after 12 months of full HIV-RNA suppression, more than 1/3 of patients may still develop failure in either plasma or CSF. Given the observation of isolated CSF failure, treatment monitoring with regular lumbar puncture should be recommended in rb-PMT. Only monotherapy with atazanavir/r was successful beyond 39 months. Monotherapy failure was significantly associated with a shorter duration of complete HIV-RNA suppression in plasma prior to rb-PMT start. Further investigation is needed to better identify predictors for patients that will qualify for successful long-term rb-PMT.
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Affiliation(s)
- C Kahlert
- Division of Infectious Diseases, Cantonal Hospital, St. Gallen, Switzerland. .,Children's Hospital of Eastern Switzerland, St. Gallen, Switzerland.
| | - A Bregenzer
- Division of Infectious Diseases, Cantonal Hospital, St. Gallen, Switzerland
| | - C Gutmann
- Division of Infectious Diseases, Cantonal Hospital, St. Gallen, Switzerland
| | - S Otterbech
- Division of Infectious Diseases, Cantonal Hospital, St. Gallen, Switzerland
| | - M Hoffmann
- Division of Infectious Diseases, Cantonal Hospital, St. Gallen, Switzerland
| | - P Schmid
- Division of Infectious Diseases, Cantonal Hospital, St. Gallen, Switzerland
| | - P Vernazza
- Division of Infectious Diseases, Cantonal Hospital, St. Gallen, Switzerland
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Calcagno A, Di Perri G, Bonora S. Pharmacokinetics and pharmacodynamics of antiretrovirals in the central nervous system. Clin Pharmacokinet 2015; 53:891-906. [PMID: 25200312 DOI: 10.1007/s40262-014-0171-0] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
HIV-positive patients may be effectively treated with highly active antiretroviral therapy and such a strategy is associated with striking immune recovery and viral load reduction to very low levels. Despite undeniable results, the central nervous system (CNS) is commonly affected during the course of HIV infection, with neurocognitive disorders being as prevalent as 20-50 % of treated subjects. This review discusses the pathophysiology of CNS infection by HIV and the barriers to efficacious control of such a mechanism, including the available data on compartmental drug penetration and on pharmacokinetic/pharmacodynamic relationships. In the reviewed articles, a high variability in drug transfer to the CNS is highlighted with several mechanisms as well as methodological issues potentially influencing the observed results. Nevirapine and zidovudine showed the highest cerebrospinal fluid (CSF) to plasma ratios, although target concentrations are currently unknown for the CNS. The use of the composite CSF concentration effectiveness score has been associated with better virological outcomes (lower HIV RNA) but has been inconsistently associated with neurocognitive outcomes. These findings support the CNS effectiveness of commonly used highly antiretroviral therapies. The use of antiretroviral drugs with increased CSF penetration and/or effectiveness in treating or preventing neurocognitive disorders however needs to be assessed in well-designed prospective studies.
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Affiliation(s)
- Andrea Calcagno
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, c/o Ospedale Amedeo di Savoia, C.so Svizzera 164, 10159, Torino, Italy,
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A comparative study of neurocognitively impaired patients receiving protease inhibitor monotherapy or triple-drug antiretroviral therapy. J Acquir Immune Defic Syndr 2015; 67:419-23. [PMID: 25197825 DOI: 10.1097/qai.0000000000000337] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
In a cross-sectional study of aviremic neurocognitively impaired patients receiving protease inhibitors as triple-drug therapy (n = 30) or as monotherapy (n = 22), we found no statistically significant differences in the types of cognitive domains involved or severity of cognitive deficit. Cerebrospinal fluid concentrations of total proteins, total tau, myelin basic protein, neuron-specific enolase, β2 microglobulin, S100B protein, or prevalence of cerebrospinal fluid HIV-RNA detection by standard (6.3% vs 7.1% P = 1) or ultrasensitive assays (50% vs 71.4%, P = 0.28) were similar in both groups. These results do not suggest important differences in the pattern of neurocognitive impairment between groups receiving very different antiretroviral strategies.
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Spatola M, Du Pasquier RA. Immune system's role in viral encephalitis. Rev Neurol (Paris) 2014; 170:577-83. [PMID: 25189678 DOI: 10.1016/j.neurol.2014.07.005] [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] [Received: 07/07/2014] [Accepted: 07/25/2014] [Indexed: 10/24/2022]
Abstract
Viral infections can be a major thread for the central nervous system (CNS), therefore, the immune system must be able to mount a highly proportionate immune response, not too weak, which would allow the virus to proliferate, but not too strong either, to avoid collateral damages. Here, we aim at reviewing the immunological mechanisms involved in the host defense in viral CNS infections. First, we review the specificities of the innate as well as the adaptive immune responses in the CNS, using several examples of various viral encephalitis. Then, we focus on three different modes of interactions between viruses and immune responses, namely human Herpes virus-1 encephalitis with the defect in innate immune response which favors this disease; JC virus-caused progressive multifocal leukoencephalopathy and the crucial role of adaptive immune response in this example; and finally, HIV infection with the accompanying low grade chronic inflammation in the CNS in some patients, which may be an explanation for the presence of cognitive disorders, even in some well-treated HIV-infected patients. We also emphasize that, although the immune response is generally associated with viral replication control and limited cellular death, an exaggerated inflammatory reaction can lead to tissue damage and can be detrimental for the host, a feature of the immune reconstitution inflammatory syndrome (IRIS). We will briefly address the indication of steroids in this situation.
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Affiliation(s)
- M Spatola
- Service of Neurology, BH.10.131, Bugnon 44, 1010 Lausanne, Switzerland
| | - R A Du Pasquier
- Service of Neurology, BH.10.131, Bugnon 44, 1010 Lausanne, Switzerland; Laboratory of neuro-immunology, Centre of clinical neurosciences, Department of Clinical Neurosciences, University Hospital of Lausanne (CHUV), rue du Bugnon 46, 1011 Lausanne, Switzerland.
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Crowell CS, Malee KM, Yogev R, Muller WJ. Neurologic disease in HIV-infected children and the impact of combination antiretroviral therapy. Rev Med Virol 2014; 24:316-31. [PMID: 24806816 DOI: 10.1002/rmv.1793] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Revised: 03/23/2014] [Accepted: 03/24/2014] [Indexed: 11/10/2022]
Abstract
The prevalence of HIV-associated neurocognitive impairment in perinatally HIV-infected children has declined since the introduction of combination antiretroviral therapy (cART). Early initiation of cART in infancy has been shown to positively impact neurodevelopment; however, children continue to be diagnosed with HIV outside of the early infancy period and can experience subtle to severe neurocognitive deficits despite cART. The causes of these neurocognitive deficits despite effective cART are multifactorial and likely include continued viral replication in the CNS, ongoing neuroinflammation, irreversible CNS injury prior to cART initiation, neurotoxic effects of cART, and socioeconomic and psychosocial effects. Many aspects of our understanding of HIV-associated neurocognitive disorders have emerged from research in adult patients, but perinatally HIV-infected children represent a very different population. These children were exposed to HIV during a period of rapid brain development and have lifelong infection and potential lifelong cART exposure. HIV is no longer a rapidly fatal disease, and most HIV-infected children in resource-rich countries are living into adulthood. It is therefore critical to optimize neurocognitive outcomes of these youth. This review summarizes current understanding of the pathogenesis of HIV-associated CNS infection and the impact of cART on neurocognitive function in children and adolescents and discusses important areas for future research.
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Affiliation(s)
- Claudia S Crowell
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
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Curran A, Monteiro P, Domingo P, Villar J, Imaz A, Martinez E, Fernandez I, Knobel H, Podzamczer D, Iribarren JA, Penaranda M, Crespo M, Curran A, Ribera E, Navarro J, Crespo M, Monteiro P, Martinez E, Fernandez I, Domingo P, Villar J, Knobel H, Imaz A, Podzamczer D, Ibarguren M, Iribarren JA, Penaranda M, Riera M. Effectiveness of ritonavir-boosted protease inhibitor monotherapy in the clinical setting: same results as in clinical trials? The PIMOCS Study Group. J Antimicrob Chemother 2014; 69:1390-6. [DOI: 10.1093/jac/dkt517] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Holzmuller P, Grébaut P, Semballa S, Gonzatti MI, Geiger A. Proteomics: a new way to improve human African trypanosomiasis diagnosis? Expert Rev Proteomics 2014; 10:289-301. [DOI: 10.1586/epr.13.14] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Pérez-Valero I, González-Baeza A, Estébanez M, Montes-Ramírez ML, Bayón C, Pulido F, Bernardino JI, Zamora FX, Monge S, Gaya F, Lagarde M, Rubio R, Hernando A, Arnalich F, Arribas JR. Neurocognitive impairment in patients treated with protease inhibitor monotherapy or triple drug antiretroviral therapy. PLoS One 2013; 8:e69493. [PMID: 23936029 PMCID: PMC3723908 DOI: 10.1371/journal.pone.0069493] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Accepted: 06/10/2013] [Indexed: 01/23/2023] Open
Abstract
Background In patients who remain virologically suppressed in plasma with triple-drug ART a switch to protease inhibitor monotherapy maintains high rates of suppression; however it is unknown if protease inhibitor monotherapy is associated to a higher rate of neurocognitive impairment. Methods In this observational, cross-sectional study we included patients with plasma virological suppression (≥1 year) without concomitant major neurocognitive confounders, currently receiving for ≥1 year boosted lopinavir or darunavir as monotherapy or as triple ART. Neurocognitive impairment was defined as per the 2007 consensus of the American Association of Neurology. The association between neurocognitive impairment and protease inhibitor monotherapy, adjusted by significant confounders, was analysed. Results Of the 191 included patients - triple therapy: 96, 1–2 years of monotherapy: 40 and >2 years of monotherapy: 55 - proportions (95% CI) with neurocognitive impairment were: overall, 27.2% (20.9–33.6); triple therapy, 31.6% (22.1–41.0); short-term monotherapy, 25.0% (11.3–38.7); long-term monotherapy: 21.4% (10.5–32.3); p = 0.38. In all groups, neurocognitive impairment was mildly symptomatic or asymptomatic by self-report. There were not significant differences in Global Deficit Score by group. In the regression model confounding variables for neurocognitive impairment were years on ART, ethnicity, years of education, transmission category and the HOMA index. Adjusted by these variables the Odds Ratio (95% CI) for neurocognitive impairment of patients receiving short-term monotherapy was 0.85 (0.29–2.50) and for long-term monotherapy 0.40 (0.14–1.15). Conclusions Compared to triple drug antiretroviral therapy, monotherapy with lopinavir/ritonavir or darunavir/ritonavir in patients with adequate plasma suppression was not associated with a higher rate of asymptomatic neurocognitive impairment than triple drug ART.
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Affiliation(s)
- Ignacio Pérez-Valero
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
- * E-mail:
| | - Alicia González-Baeza
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
| | - Miriam Estébanez
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
| | - María L. Montes-Ramírez
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
| | - Carmen Bayón
- Psychiatry Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
| | - Federico Pulido
- HIV Unit-Internal Medicine Service, Hospital Universitario 12 de Octubre-i+12, Madrid, Madrid, Spain
| | - José I. Bernardino
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
| | - Francisco X. Zamora
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
| | - Susana Monge
- Centro Nacional de Epidemiología, Instituto de Salud Carlos III, Madrid, Madrid, Spain
| | - Francisco Gaya
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
| | - María Lagarde
- HIV Unit-Internal Medicine Service, Hospital Universitario 12 de Octubre-i+12, Madrid, Madrid, Spain
| | - Rafael Rubio
- HIV Unit-Internal Medicine Service, Hospital Universitario 12 de Octubre-i+12, Madrid, Madrid, Spain
| | - Asunción Hernando
- Departamento de Especialidades Médicas, Universidad Europea de Madrid, Madrid, Madrid, Spain
| | - Francisco Arnalich
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
| | - José R. Arribas
- HIV Unit-Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Madrid, Spain
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von Bauer R, Oikonomou D, Sulaj A, Mohammed S, Hotz-Wagenblatt A, Gröne HJ, Arnold B, Falk C, Luethje D, Erhardt A, Stern DM, Bierhaus A, Nawroth PP. CD166/ALCAM mediates proinflammatory effects of S100B in delayed type hypersensitivity. THE JOURNAL OF IMMUNOLOGY 2013; 191:369-77. [PMID: 23729438 DOI: 10.4049/jimmunol.1201864] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Promiscuity of pattern recognition receptors, such as receptor for advanced glycation end products (RAGE), allows for a complex regulatory network controlling inflammation. Scavenging of RAGE ligands by soluble RAGE treatment is effective in reducing delayed-type hypersensitivity (DTH), even in RAGE(-/-) mice by 50% (p < 0.001). This has led to the hypothesis that molecules scavenged by soluble RAGE bind to receptors other than RAGE. This study identifies CD166/ALCAM (ALCAM) as a close structural and functional homolog of RAGE, and it shows that binding of S100B to CD166/ALCAM induces dose- and time-dependent expression of members of the NF-κB family in wild type (WT) and RAGE(-/-) mouse endothelial cells. Blocking CD166/ALCAM expression using small interfering RNA completely inhibited S100B-induced NF-κB activation in RAGE(-/-), but not in WT cells. The in vivo significance of these observations was demonstrated by attenuation of DTH in WT and RAGE(-/-) animals pretreated with CD166/ALCAM small interfering RNA by 50% and 40%, respectively (p < 0.001). Experiments in ALCAM(-/-) animals displayed an only slight reduction of 16% in DTH, explained by compensatory reciprocal upregulation of RAGE in animals devoid of CD166/ALCAM, and vice versa. Consistently, ALCAM(-/-) mice, but not WT mice treated with RAGE small interfering RNA show a 35% reduction in DTH, and ALCAM(-/-) RAGE(-/-) double-knockout mice show a 27% reduction in DTH reaction. Thus, S100B is a proinflammatory cytokine bridging RAGE and CD166/ALCAM downstream effector mechanisms, both being compensatory upregulated after genetic deletion of its counterpart.
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Affiliation(s)
- Rüdiger von Bauer
- Department of Medicine I and Clinical Chemistry, University of Heidelberg, D-69120 Heidelberg, Germany.
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