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Williams ME, Naudé PJW, van der Westhuizen FH. Proteomics and metabolomics of HIV-associated neurocognitive disorders: A systematic review. J Neurochem 2021; 157:429-449. [PMID: 33421125 DOI: 10.1111/jnc.15295] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 12/09/2020] [Accepted: 12/30/2020] [Indexed: 02/01/2023]
Abstract
HIV-associated neurocognitive disorders (HAND) are common features of the effect of human immunodeficiency virus (HIV)-1 within the central nervous system (CNS). The underlying neuropathophysiology of HAND is incompletely known. Furthermore, there are no markers to effectively predict or stratify the risk of HAND. Recent advancements in the fields of proteomics and metabolomics have shown promise in addressing these concerns, however, it is not clear if these approaches may provide new insight into pathways and markers related to HAND. We therefore conducted a systematic review of studies using proteomic and/or metabolomic approaches in the aim of identifying pathways or markers associated with neurocognitive impairment in people living with HIV (PLWH). Thirteen studies were eligible, including 11 proteomic and 2 metabolomic investigations of HIV-positive clinical samples (cerebrospinal fluid (CSF), brain tissue, and serum). Across varying profiling techniques and sample types, the majority of studies found an association of markers with neurocognitive function in PLWH. These included metabolic marker myo-inositol and proteomic markers superoxide dismutase, gelsolin, afamin, sphingomyelin, and ceramide. Certain markers were found to be dysregulated across various sample types. Afamin and gelsolin overlapped in studies of blood and CSF and sphingomyelin and ceramide overlapped in studies of CSF and brain tissue. The association of these markers with neurocognitive functioning may indicate the activity of certain pathways, potentially those related to the underlying neuropathophysiology of HAND.
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Affiliation(s)
- Monray E Williams
- Human Metabolomics, North-West University, Potchefstroom, South Africa
| | - Petrus J W Naudé
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.,Neuroscience Institute, University of Cape Town, Cape Town, South Africa
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2
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Milewska A, Ner‐Kluza J, Dabrowska A, Bodzon‐Kulakowska A, Pyrc K, Suder P. MASS SPECTROMETRY IN VIROLOGICAL SCIENCES. MASS SPECTROMETRY REVIEWS 2020; 39:499-522. [PMID: 31876329 PMCID: PMC7228374 DOI: 10.1002/mas.21617] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Accepted: 12/15/2019] [Indexed: 05/24/2023]
Abstract
Virology, as a branch of the life sciences, discovered mass spectrometry (MS) to be the pivotal tool around two decades ago. The technique unveiled the complex network of interactions between the living world of pro- and eukaryotes and viruses, which delivered "a piece of bad news wrapped in protein" as defined by Peter Medawar, Nobel Prize Laureate, in 1960. However, MS is constantly evolving, and novel approaches allow for a better understanding of interactions in this micro- and nanoworld. Currently, we can investigate the interplay between the virus and the cell by analyzing proteomes, interactomes, virus-cell interactions, and search for the compounds that build viral structures. In addition, by using MS, it is possible to look at the cell from the broader perspective and determine the role of viral infection on the scale of the organism, for example, monitoring the crosstalk between infected tissues and the immune system. In such a way, MS became one of the major tools for the modern virology, allowing us to see the infection in the context of the whole cell or the organism. © 2019 John Wiley & Sons Ltd. Mass Spec Rev.
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Affiliation(s)
- Aleksandra Milewska
- Malopolska Centre of BiotechnologyJagiellonian UniversityGronostajowa 7A30‐387KrakowPoland
| | - Joanna Ner‐Kluza
- Department of Biochemistry and Neurobiology, Faculty of Materials Sciences and CeramicsAGH University of Science and TechnologyMickiewicza 30 Ave.30‐059KrakowPoland
| | - Agnieszka Dabrowska
- Malopolska Centre of BiotechnologyJagiellonian UniversityGronostajowa 7A30‐387KrakowPoland
- Faculty of Biochemistry, Biophysics and BiotechnologyJagiellonian UniversityGronostajowa 730‐387KrakowPoland
| | - Anna Bodzon‐Kulakowska
- Department of Biochemistry and Neurobiology, Faculty of Materials Sciences and CeramicsAGH University of Science and TechnologyMickiewicza 30 Ave.30‐059KrakowPoland
| | - Krzysztof Pyrc
- Malopolska Centre of BiotechnologyJagiellonian UniversityGronostajowa 7A30‐387KrakowPoland
| | - Piotr Suder
- Department of Biochemistry and Neurobiology, Faculty of Materials Sciences and CeramicsAGH University of Science and TechnologyMickiewicza 30 Ave.30‐059KrakowPoland
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3
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Rodríguez-Gallego E, Tarancón-Diez L, García F, Del Romero J, Benito JM, Alba V, Herrero P, Rull A, Dominguez-Molina B, Martinez-Madrid O, Martin-Pena L, Pulido F, León A, Rodríguez C, Rallón N, Peraire J, Viladés C, Leal M, Vidal F, Ruiz-Mateos E. Proteomic Profile Associated With Loss of Spontaneous Human Immunodeficiency Virus Type 1 Elite Control. J Infect Dis 2020; 219:867-876. [PMID: 30312441 DOI: 10.1093/infdis/jiy599] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 10/05/2018] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Elite controllers (ECs) spontaneously control plasma human immunodeficiency virus type 1 (HIV-1) RNA without antiretroviral therapy. However, 25% lose virological control over time. The aim of this work was to study the proteomic profile that preceded this loss of virological control to identify potential biomarkers. METHODS Plasma samples from ECs who spontaneously lost virological control (transient controllers [TCs]), at 2 years and 1 year before the loss of control, were compared with a control group of ECs who persistently maintained virological control during the same follow-up period (persistent controllers [PCs]). Comparative plasma shotgun proteomics was performed with tandem mass tag (TMT) isobaric tag labeling and nanoflow liquid chromatography coupled to Orbitrap mass spectrometry. RESULTS Eighteen proteins exhibited differences comparing PC and preloss TC timepoints. These proteins were involved in proinflammatory mechanisms, and some of them play a role in HIV-1 replication and pathogenesis and interact with structural viral proteins. Coagulation factor XI, α-1-antichymotrypsin, ficolin-2, 14-3-3 protein, and galectin-3-binding protein were considered potential biomarkers. CONCLUSIONS The proteomic signature associated with the spontaneous loss of virological control was characterized by higher levels of inflammation, transendothelial migration, and coagulation. Galectin-3 binding protein could be considered as potential biomarker for the prediction of virological progression and as therapeutic target in ECs.
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Affiliation(s)
- Esther Rodríguez-Gallego
- Hospital Universitari de Tarragona Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Tarragona
| | - Laura Tarancón-Diez
- Laboratory of Immunovirology, Clinic Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital/Consejo Superior de Investigaciones Científicas/University of Seville, Spain
| | - Felipe García
- Hospital Clinic-Fundació Clinic, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Centre Català d'Investigació i Desenvolupament de Vacunes contra la Sida, Universidad de Barcelona, Spain
| | - Jorge Del Romero
- Centro Sanitario Sandoval, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Madrid, Spain
| | - Jose Miguel Benito
- IIS-Fundación Jiménez Diaz, Universidad Autónoma de Madrid/Madrid Hospital Universitario Rey Juan Carlos, Móstoles, Spain
| | - Verónica Alba
- Hospital Universitari de Tarragona Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Tarragona
| | - Pol Herrero
- Centre for Omic Sciences, Unitat Mixta Universitat Rovira i Virgili-Eurecat, Reus, Spain
| | - Anna Rull
- Hospital Universitari de Tarragona Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Tarragona
| | - Beatriz Dominguez-Molina
- Laboratory of Immunovirology, Clinic Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital/Consejo Superior de Investigaciones Científicas/University of Seville, Spain
| | - Onofre Martinez-Madrid
- Unidad Enfermedades Infecciosas, Hospital General Universitario Santa Lucía, Cartagena, Spain
| | - Luisa Martin-Pena
- Infectious Disease Service, Son Espases Hospital, Palma de Mallorca, Illes Balears, Spain.,Multidisciplinary Group for Infectious Disease Service, Institute of Health Sciences Research, Instituto de Investigación Sanitaria de Palma, Health Research Foundation Ramón Llull, Son Espases Hospital, Palma de Mallorca, Illes Balears
| | - Federico Pulido
- HIV Unit, Hospital Universitario 12 de Octubre, Universidad Complutense, Madrid, Spain
| | - Agathe León
- Hospital Clinic-Fundació Clinic, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Centre Català d'Investigació i Desenvolupament de Vacunes contra la Sida, Universidad de Barcelona, Spain
| | - Carmen Rodríguez
- Centro Sanitario Sandoval, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, Madrid, Spain
| | - Norma Rallón
- IIS-Fundación Jiménez Diaz, Universidad Autónoma de Madrid/Madrid Hospital Universitario Rey Juan Carlos, Móstoles, Spain
| | - Joaquim Peraire
- Hospital Universitari de Tarragona Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Tarragona
| | - Consuelo Viladés
- Hospital Universitari de Tarragona Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Tarragona
| | - Manuel Leal
- Laboratory of Immunovirology, Clinic Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital/Consejo Superior de Investigaciones Científicas/University of Seville, Spain.,Servicio de Medicina Interna, Hospital Viamed Santa Ángela de la Cruz, Sevilla, Spain
| | - Francesc Vidal
- Hospital Universitari de Tarragona Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Tarragona
| | - Ezequiel Ruiz-Mateos
- Laboratory of Immunovirology, Clinic Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital/Consejo Superior de Investigaciones Científicas/University of Seville, Spain
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Guha D, Lorenz DR, Misra V, Chettimada S, Morgello S, Gabuzda D. Proteomic analysis of cerebrospinal fluid extracellular vesicles reveals synaptic injury, inflammation, and stress response markers in HIV patients with cognitive impairment. J Neuroinflammation 2019; 16:254. [PMID: 31805958 PMCID: PMC6896665 DOI: 10.1186/s12974-019-1617-y] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 10/10/2019] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Extracellular vesicles (EVs) are nano-sized particles present in most body fluids including cerebrospinal fluid (CSF). Little is known about CSF EV proteins in HIV+ individuals. Here, we characterize the CSF EV proteome in HIV+ subjects and its relationship to neuroinflammation, stress responses, and HIV-associated neurocognitive disorders (HAND). METHODS CSF EVs isolated from 20 HIV+ subjects with (n = 10) or without (n = 10) cognitive impairment were characterized by electron microscopy, nanoparticle tracking analysis, immunoblotting, and untargeted LC/MS/MS mass spectrometry. Functional annotation was performed by gene ontology (GO) mapping and expression annotation using Biobase Transfac and PANTHER software. Cultured astrocytic U87 cells were treated with hydrogen peroxide for 4 h to induce oxidative stress and EVs isolated by ultracentrifugation. Selected markers of astrocytes (GFAP, GLUL), inflammation (CRP), and stress responses (PRDX2, PARK7, HSP70) were evaluated in EVs released by U87 cells following induction of oxidative stress and in CSF EVs from HIV+ patients by immunoblotting. RESULTS Mass spectrometry identified 2727 and 1626 proteins in EV fractions and EV-depleted CSF samples, respectively. CSF EV fractions were enriched with exosomal markers including Alix, syntenin, tetraspanins, and heat-shock proteins and a subset of neuronal, astrocyte, oligodendrocyte, and choroid plexus markers, in comparison to EV-depleted CSF. Proteins related to synapses, immune/inflammatory responses, stress responses, metabolic processes, mitochondrial functions, and blood-brain barrier were also identified in CSF EV fractions by GO mapping. HAND subjects had higher abundance of CSF EVs and proteins mapping to GO terms for synapses, glial cells, inflammation, and stress responses compared to those without HAND. GFAP, GLUL, CRP, PRDX2, PARK7, and HSP70 were confirmed by immunoblotting of CSF EVs from subjects with HAND and were also detected in EVs released by U87 cells under oxidative stress. CONCLUSIONS These findings suggest that CSF EVs derived from neurons, glial cells, and choroid plexus carry synaptic, immune/inflammation-related, and stress response proteins in HIV+ individuals with cognitive impairment, representing a valuable source for biomarker discovery.
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Affiliation(s)
- Debjani Guha
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, CLS 1010, 450 Brookline Ave, Boston, MA, 02215, USA
| | - David R Lorenz
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, CLS 1010, 450 Brookline Ave, Boston, MA, 02215, USA
| | - Vikas Misra
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, CLS 1010, 450 Brookline Ave, Boston, MA, 02215, USA
| | - Sukrutha Chettimada
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, CLS 1010, 450 Brookline Ave, Boston, MA, 02215, USA
| | - Susan Morgello
- Departments of Neurology, Neuroscience and Pathology, Mount Sinai Medical Center, New York, NY, USA
| | - Dana Gabuzda
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, CLS 1010, 450 Brookline Ave, Boston, MA, 02215, USA. .,Department of Neurology, Harvard Medical School, Boston, MA, USA.
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5
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Saylor D, Nakigozi G, Pardo CA, Kisakye A, Kumar A, Nakasujja N, Robertson KR, Gray RH, Wawer MJ, Sacktor N. Vitamin D is not associated with HIV-associated neurocognitive disorder in Rakai, Uganda. J Neurovirol 2019; 25:410-414. [PMID: 30671778 DOI: 10.1007/s13365-018-00719-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 12/11/2018] [Accepted: 12/20/2018] [Indexed: 10/27/2022]
Abstract
We investigated whether vitamin D is associated with HIV-associated neurocognitive disorder (HAND). HIV-infected (HIV+) antiretroviral therapy (ART)-naïve adults in rural Uganda underwent a neurocognitive battery for determination of HAND stage at baseline and after 2 years. Baseline serum 25-hydroxyvitamin D (25OH-D) and serum and cerebrospinal fluids (CSF) vitamin D-binding protein (VDBP) were obtained. Of the 399 participants, 4% (n = 16) were vitamin D deficient (25OH-D < 20 ng/mL). There was no association between 25OH-D, serum or CSF VDBP, and HAND stage at baseline or follow-up. Future studies in a population with higher levels of vitamin D deficiency may be warranted.
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Affiliation(s)
- Deanna Saylor
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA. .,Department of Medicine, University of Zambia School of Medicine, Lusaka, Zambia.
| | | | - Carlos A Pardo
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA
| | | | - Anupama Kumar
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA
| | | | - Kevin R Robertson
- Department of Neurology, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
| | - Ronald H Gray
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Maria J Wawer
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ned Sacktor
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA
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6
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Saxena R, Vekariya U, Tripathi R. HIV-1 Nef and host proteome analysis: Current perspective. Life Sci 2019; 219:322-328. [PMID: 30664855 DOI: 10.1016/j.lfs.2019.01.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 01/17/2019] [Accepted: 01/17/2019] [Indexed: 01/23/2023]
Abstract
Proteome represents the set of proteins being produced by an organism at a given time. Comparative proteomic profiling of a healthy and diseased state is likely to reflect the dynamics of a disease process. Proteomic techniques are widely used to discover novel biomarkers and decipher mechanisms of HIV-1 pathogenesis. Proteomics is thus emerging as an indispensable tool of monitoring a disease process and intense interactions between HIV-1 and host. Nef is known to regulate various functions in the host to establish the state of infection. This review gives an overview of all proteomic studies done on HIV infection and HIV associated disorders including recent developments in Nef-host proteomic profiling. Here, we propose an emphasis on Nef based proteomic studies. We also discuss the future prospects and the technical and biological challenges involved in proteomic studies. Future studies with Nef related proteomic investigation are likely to identify more targets for diagnosis and therapy.
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Affiliation(s)
- Reshu Saxena
- Toxicology and Experimental Medicine Division, CSIR-Central Drug Research Institute, Sector-10, Janakipuram Extension, Sitapur Road, Lucknow 226031, U.P., India
| | - Umeshkumar Vekariya
- Toxicology and Experimental Medicine Division, CSIR-Central Drug Research Institute, Sector-10, Janakipuram Extension, Sitapur Road, Lucknow 226031, U.P., India
| | - Rajkamal Tripathi
- Toxicology and Experimental Medicine Division, CSIR-Central Drug Research Institute, Sector-10, Janakipuram Extension, Sitapur Road, Lucknow 226031, U.P., India.
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7
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Parveen R, Kapur P, Venkatesh S, Agarwal NB. Attenuated serum 25-hydroxyvitamin D and vitamin D binding protein associated with cognitive impairment in patients with type 2 diabetes. Diabetes Metab Syndr Obes 2019; 12:1763-1772. [PMID: 31571953 PMCID: PMC6748038 DOI: 10.2147/dmso.s207728] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 05/10/2019] [Indexed: 12/25/2022] Open
Abstract
PURPOSE Clinical studies suggest that 25-hydroxyvitamin D (25[OH]D) deficiency plays a pivotal role in both type 2 diabetes mellitus (T2DM) and cognitive impairment. However, it is unclear if 25(OH)D deficiency could be a possible cause of cognitive impairment in T2DM. Vitamin-D binding protein (VDBP) acts as a major 25(OH)D transporter. Preclinical study has demonstrated improvement in cognitive function by VDBP via inhibiting synaptic degeneration. The aim of the study was to assess the association between serum 25(OH)D, VDBP and cognitive impairment in T2DM patients. PATIENTS AND METHODS In this case-control study, cognitive function was assessed using the Mini-Mental State Examination (MMSE) and serum 25(OH)D and VDBP levels were estimated using ELISA kits. RESULTS A total of 88 subjects were included in the study. T2DM patients had lower serum 25(OH)D (p=0.02), VDBP levels (p=0.04) and MMSE scores (p<0.0001) than controls. T2DM patients had higher prevalence of 25(OH)D deficiency and insufficiency, aOR 0.322 (0.128-0.809), p=0.016 and cognitive impairment, aOR 4.405 (1.617-12.002); p=0.004. Cognitive impairment was associated with serum 25(OH)D, aOR 0.131 (0.027-0.638); p=0.014 and VDBP, aOR 1.008 (1.001-1.015), p=0.029. A general linear model showed a significant association of MMSE with serum 25(OH)D (p=0.022). CONCLUSION Serum 25(OH)D deficiency and cognitive impairment was higher in T2DM patients. Routine assessment of cognitive function is suggested to prevent further behavioral complications. The association of VDBP and cognitive impairment in T2DM needs further exploration.
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Affiliation(s)
- Rizwana Parveen
- Department of Pharmaceutical Medicine, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi110062, India
| | - Prem Kapur
- Hamdard Institute of Medical Sciences and Research, HAH Centenary Hospital, Jamia Hamdard, New Delhi110062, India
| | - Shubhashree Venkatesh
- Centre for Translational and Clinical Research, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi110062, India
| | - Nidhi Bharal Agarwal
- Centre for Translational and Clinical Research, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi110062, India
- Correspondence: Nidhi Bharal AgarwalCentre for Translational and Clinical Research, School of Chemical & Life Sciences, Jamia Hamdard, New Delhi110062, IndiaTel +91 981 833 4770Email
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8
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Hammond JW, Qiu WQ, Marker DF, Chamberlain JM, Greaves-Tunnell W, Bellizzi MJ, Lu SM, Gelbard HA. HIV Tat causes synapse loss in a mouse model of HIV-associated neurocognitive disorder that is independent of the classical complement cascade component C1q. Glia 2018; 66:2563-2574. [PMID: 30325063 DOI: 10.1002/glia.23511] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 08/08/2018] [Accepted: 08/08/2018] [Indexed: 12/14/2022]
Abstract
Microglial activation, increased proinflammatory cytokine production, and a reduction in synaptic density are key pathological features associated with HIV-associated neurocognitive disorders (HAND). Even with combination antiretroviral therapy (cART), more than 50% of HIV-positive individuals experience some type of cognitive impairment. Although viral replication is inhibited by cART, HIV proteins such as Tat are still produced within the nervous system that are neurotoxic, involved in synapse elimination, and provoke enduring neuroinflammation. As complement deposition on synapses followed by microglial engulfment has been shown during normal development and disease to be a mechanism for pruning synapses, we have tested whether complement is required for the loss of synapses that occurs after a cortical Tat injection mouse model of HAND. In Tat-injected animals evaluated 7 or 28 days after injection, levels of early complement pathway components, C1q and C3, are significantly elevated and associated with microgliosis and a loss of synapses. However, C1qa knockout mice have the same level of Tat-induced synapse loss as wild-type (WT) mice, showing that the C1q-initiated classical complement cascade is not driving synapse removal during HIV1 Tat-induced neuroinflammation.
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Affiliation(s)
- Jennetta W Hammond
- Center for Neurotherapeutics Discovery, University of Rochester Medical Center, Rochester, New York
| | - Wen Q Qiu
- Center for Neurotherapeutics Discovery, University of Rochester Medical Center, Rochester, New York
| | - Daniel F Marker
- Center for Neurotherapeutics Discovery, University of Rochester Medical Center, Rochester, New York
| | - Jeffrey M Chamberlain
- Center for Neurotherapeutics Discovery, University of Rochester Medical Center, Rochester, New York
| | - Will Greaves-Tunnell
- Center for Neurotherapeutics Discovery, University of Rochester Medical Center, Rochester, New York
| | - Matthew J Bellizzi
- Center for Neurotherapeutics Discovery, University of Rochester Medical Center, Rochester, New York
| | - Shao-Ming Lu
- Center for Neurotherapeutics Discovery, University of Rochester Medical Center, Rochester, New York
| | - Harris A Gelbard
- Center for Neurotherapeutics Discovery, University of Rochester Medical Center, Rochester, New York
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9
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Plasma Gelsolin: Indicator of Inflammation and Its Potential as a Diagnostic Tool and Therapeutic Target. Int J Mol Sci 2018; 19:ijms19092516. [PMID: 30149613 PMCID: PMC6164782 DOI: 10.3390/ijms19092516] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 08/14/2018] [Accepted: 08/18/2018] [Indexed: 12/19/2022] Open
Abstract
Gelsolin, an actin-depolymerizing protein expressed both in extracellular fluids and in the cytoplasm of a majority of human cells, has been recently implicated in a variety of both physiological and pathological processes. Its extracellular isoform, called plasma gelsolin (pGSN), is present in blood, cerebrospinal fluid, milk, urine, and other extracellular fluids. This isoform has been recognized as a potential biomarker of inflammatory-associated medical conditions, allowing for the prediction of illness severity, recovery, efficacy of treatment, and clinical outcome. A compelling number of animal studies also demonstrate a broad spectrum of beneficial effects mediated by gelsolin, suggesting therapeutic utility for extracellular recombinant gelsolin. In the review, we summarize the current data related to the potential of pGSN as an inflammatory predictor and therapeutic target, discuss gelsolin-mediated mechanisms of action, and highlight recent progress in the clinical use of pGSN.
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10
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Mahajan SD, Aalinkeel R, Parikh NU, Jacob A, Cwiklinski K, Sandhu P, Le K, Loftus AW, Schwartz SA, Quigg RJ, Alexander JJ. Immunomodulatory Role of Complement Proteins in the Neuropathology Associated with Opiate Abuse and HIV-1 Co-Morbidity. Immunol Invest 2018; 46:816-832. [PMID: 29058550 DOI: 10.1080/08820139.2017.1371891] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The complement system which is a critical mediator of innate immunity plays diverse roles in the neuropathogenesis of HIV-1 infection such as clearing HIV-1 and promoting productive HIV-1 replication. In the development of HIV-1 associated neurological disorders (HAND), there may be an imbalance between complement activation and regulation, which may contribute to the neuronal damage as a consequence of HIV-1 infection. It is well recognized that opiate abuse exacerbates HIV-1 neuropathology, however, little is known about the role of complement proteins in opiate induced neuromodulation, specifically in the presence of co-morbidity such as HIV-1 infection. Complement levels are significantly increased in the HIV-1-infected brain, thus HIV-induced complement synthesis may represent an important mechanism for the pathogenesis of AIDS in the brain, but remains underexplored. Anti-HIV-1 antibodies are able to initiate complement activation in HIV-1 infected CNS cells such as microglia and astrocytes during the course of disease progression; however, this complement activation fails to clear and eradicate HIV-1 from infected cells. In addition, the antiretroviral agents used for HIV therapy cause dysregulation of lipid metabolism, endothelial, and adipocyte cell function, and activation of pro-inflammatory cytokines. We speculate that both HIV-1 and opiates trigger a cytokine-mediated pro-inflammatory stimulus that modulates the complement cascade to exacerbate the virus-induced neurological damage. We examined the expression levels of C1q, SC5b-9, C5L2, C5aR, C3aR, and C9 key members of the complement cascade both in vivo in post mortem brain frontal cortex tissue from patients with HAND who used/did not use heroin, and in vitro using human microglial cultures treated with HIV tat and/or heroin. We observed significant expression of C1q and SC5b-9 by immunofluorescence staining in both the brain cortical and hippocampal region in HAND patients who abused heroin. Additionally, we observed increased gene expression of C5aR, C3aR, and C9 in the brain tissue of both HIV-1 infected patients with HAND who abused and did not abuse heroin, as compared to HIV negative controls. Our results show a significant increase in the expression of complement proteins C9, C5L2, C5aR, and C3aR in HIV transfected microglia and an additional increase in the levels of these complement proteins in heroin-treated HIV transfected microglia. This study highlights the a) potential roles of complement proteins in the pathogenesis of HIV-1-related neurodegenerative disorders; b) the combined effect of an opiate, like heroin, and HIV viral protein like HIV tat on complement proteins in normal human microglial cells and HIV transfected microglial cells. In the context of HAND, targeting selective steps in the complement cascade could help ameliorating the HIV burden in the CNS, thus investigations of complement-related therapeutic approaches for the treatment of HAND are warranted.
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Affiliation(s)
- Supriya D Mahajan
- a SUNY University at Buffalo , Department of Medicine, Division of Allergy, Immunology & Rheumatology , Buffalo , NY , USA
| | - Ravikumar Aalinkeel
- a SUNY University at Buffalo , Department of Medicine, Division of Allergy, Immunology & Rheumatology , Buffalo , NY , USA
| | - Neil U Parikh
- a SUNY University at Buffalo , Department of Medicine, Division of Allergy, Immunology & Rheumatology , Buffalo , NY , USA
| | - Alexander Jacob
- b Division of Nephrology , UB Clinical and Translational Research Center , Buffalo , NY , USA
| | - Katherine Cwiklinski
- a SUNY University at Buffalo , Department of Medicine, Division of Allergy, Immunology & Rheumatology , Buffalo , NY , USA
| | - Prateet Sandhu
- a SUNY University at Buffalo , Department of Medicine, Division of Allergy, Immunology & Rheumatology , Buffalo , NY , USA
| | - Kevin Le
- a SUNY University at Buffalo , Department of Medicine, Division of Allergy, Immunology & Rheumatology , Buffalo , NY , USA
| | - Alexander W Loftus
- a SUNY University at Buffalo , Department of Medicine, Division of Allergy, Immunology & Rheumatology , Buffalo , NY , USA
| | - Stanley A Schwartz
- a SUNY University at Buffalo , Department of Medicine, Division of Allergy, Immunology & Rheumatology , Buffalo , NY , USA
| | - Richard J Quigg
- b Division of Nephrology , UB Clinical and Translational Research Center , Buffalo , NY , USA
| | - Jessy J Alexander
- b Division of Nephrology , UB Clinical and Translational Research Center , Buffalo , NY , USA
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11
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Cantres-Rosario YM, Acevedo-Mariani FM, Pérez-Laspiur J, Haskins WE, Plaud M, Cantres-Rosario YM, Skolasky R, Méndez-Bermúdez I, Wojna V, Meléndez LM. Microwave & magnetic proteomics of macrophages from patients with HIV-associated cognitive impairment. PLoS One 2017; 12:e0181779. [PMID: 28746408 PMCID: PMC5528838 DOI: 10.1371/journal.pone.0181779] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Accepted: 07/06/2017] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE HIV-infected monocytes can infiltrate the blood brain barrier as differentiated macrophages to the central nervous system, becoming the primary source of viral and cellular neurotoxins. The final outcome is HIV-associated cognitive impairment (HACI), which remain prevalent today, possibly due to the longer life-span of the patients treated with combined anti-retroviral therapy. Our main goal was to characterize the proteome of monocyte-derived macrophages (MDM) from HACI patients, and its association with their cognitive status, to find novel targets for therapy. METHODS MDM were isolated from the peripheral blood of 14 HIV-seropositive women characterized for neurocognitive function, including: four normal cognition (NC), five asymptomatic (A), and five with cognitive impaired (CI). Proteins from macrophage lysates were isobaric-labeled with the microwave and magnetic (M2) sample preparation method followed by liquid chromatography-tandem mass spectrometry-based protein identification and quantification. Differences in protein abundance across groups classified by HACI status were determined using analysis of variance. RESULTS A total of 2,519 proteins were identified with 2 or more peptides and 28 proteins were quantified as differentially expressed. Statistical analysis revealed increased abundance of 17 proteins in patients with HACI (p<0.05), including several enzymes associated to the glucose metabolism. Western blot confirmed increased expression of 6-Phosphogluconate dehydrogenase and L-Plastin in A and CI patients over NC and HIV seronegatives. CONCLUSIONS This is the first quantitative proteomics study exploring the changes in protein abundance of macrophages isolated from patients with HACI. Further studies are warranted to determine if these proteins may be target candidates for therapy development against HACI.
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Affiliation(s)
- Yisel M. Cantres-Rosario
- Department of Microbiology and Medical Zoology, University of Puerto Rico, Medical Sciences Campus, San Juan, Puerto Rico
| | | | - Juliana Pérez-Laspiur
- RCMI Translational Proteomics Center, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | | | - Marines Plaud
- RCMI Translational Proteomics Center, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Yadira M. Cantres-Rosario
- RCMI Translational Proteomics Center, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Richard Skolasky
- John Hopkins University, Department of Orthopedic Surgery, Baltimore, Maryland, United States of America
| | - Israel Méndez-Bermúdez
- Department of Biostatistics and Epidemiology, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Valerie Wojna
- Department of Medicine, Neurology Division, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Loyda M. Meléndez
- Department of Microbiology and Medical Zoology, University of Puerto Rico, Medical Sciences Campus, San Juan, Puerto Rico
- RCMI Translational Proteomics Center, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
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12
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Ubaida-Mohien C, Lamberty B, Dickens AM, Mielke MM, Marcotte T, Sacktor N, Grant I, Letendre S, Franklin D, Cibrowski P, Tharakan R, McArthur JC, Fox H, Haughey NJ. Modifications in acute phase and complement systems predict shifts in cognitive status of HIV-infected patients. AIDS 2017; 31:1365-1378. [PMID: 28574961 PMCID: PMC5501712 DOI: 10.1097/qad.0000000000001503] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND The prevalence of HIV-associated neurocognitive disorders (HAND) has not changed considerably in the last two decades. Potent antiretroviral therapy has shifted the severity of HAND to milder phenotypes, but excess morbidity and mortality continue to be associated with HAND. Changes in numerous markers of immune function, inflammation, and cellular stress have been repeatedly associated with HAND, but the underlying systems that drive these changes have not been identified. METHOD In this study, we used systems informatics to interrogate the cerebrospinal fluid proteomic content of longitudinal samples obtained from HIV-infected adults with stably unimpaired, stably impaired, worsening, or improving neurocognitive performance. RESULTS AND CONCLUSION The patterns of change in cerebrospinal fluid protein content implicated the induction of acute phase and complement systems as important regulators of neurocognitive status. Worsening neurocognitive performance was preceded by induction of acute phase and complement systems, whereas improving neurocognitive performance was preceded by a downregulation of these systems.
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Affiliation(s)
- Ceereena Ubaida-Mohien
- Intramural Research Program, National Institute on Aging, Baltimore,
Maryland
- The Johns Hopkins University School of Medicine, Department of
Neurology, Baltimore, MD
| | - Benjamin Lamberty
- The University of Nebraska Medical Center, Department of
Pharmacology and Experimental Neuroscience, Omaha, NE
| | - Alex M. Dickens
- The Johns Hopkins University School of Medicine, Department of
Neurology, Baltimore, MD
| | - Michelle M Mielke
- Division of Epidemiology, Department of Health Sciences Research and
Department of Neurology College of Medicine, Mayo Clinic, Rochester, MN
| | - Thomas Marcotte
- HIV Neurobehavioral Research Program and Department of Psychiatry,
School of Medicine, University of California, San Diego, La Jolla, CA
| | - Ned Sacktor
- The Johns Hopkins University School of Medicine, Department of
Neurology, Baltimore, MD
| | - Igor Grant
- HIV Neurobehavioral Research Program and Department of Psychiatry,
School of Medicine, University of California, San Diego, La Jolla, CA
| | - Scott Letendre
- HIV Neurobehavioral Research Program and Department of Psychiatry,
School of Medicine, University of California, San Diego, La Jolla, CA
| | - D Franklin
- HIV Neurobehavioral Research Program and Department of Psychiatry,
School of Medicine, University of California, San Diego, La Jolla, CA
| | - Pawel Cibrowski
- The University of Nebraska Medical Center, Department of
Pharmacology and Experimental Neuroscience, Omaha, NE
| | - Ravi Tharakan
- The Johns Hopkins University School of Medicine, Department of
Psychiatry, Baltimore, MD
| | - Justin C. McArthur
- The Johns Hopkins University School of Medicine, Department of
Neurology, Baltimore, MD
| | - Howard Fox
- The University of Nebraska Medical Center, Department of
Pharmacology and Experimental Neuroscience, Omaha, NE
| | - Norman J. Haughey
- The Johns Hopkins University School of Medicine, Department of
Neurology, Baltimore, MD
- The Johns Hopkins University School of Medicine, Department of
Psychiatry, Baltimore, MD
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13
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Bastos P, Ferreira R, Manadas B, Moreira PI, Vitorino R. Insights into the human brain proteome: Disclosing the biological meaning of protein networks in cerebrospinal fluid. Crit Rev Clin Lab Sci 2017; 54:185-204. [PMID: 28393582 DOI: 10.1080/10408363.2017.1299682] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Cerebrospinal fluid (CSF) is an excellent source of biological information regarding the nervous system, once it is in close contact and accurately reflects alterations in this system. Several studies have analyzed differential protein profiles of CSF samples between healthy and diseased human subjects. However, the pathophysiological mechanisms and how CSF proteins relate to diseases are still poorly known. By applying bioinformatics tools, we attempted to provide new insights on the biological and functional meaning of proteomics data envisioning the identification of putative disease biomarkers. Bioinformatics analysis of data retrieved from 99 mass spectrometry (MS)-based studies on CSF profiling highlighted 1985 differentially expressed proteins across 49 diseases. A large percentage of the modulated proteins originate from exosome vesicles, and the majority are involved in either neuronal cell growth, development, maturation, migration, or neurotransmitter-mediated cellular communication. Nevertheless, some diseases present a unique CSF proteome profile, which were critically analyzed in the present study. For instance, 48 proteins were found exclusively upregulated in the CSF of patients with Alzheimer's disease and are mainly involved in steroid esterification and protein activation cascade processes. A higher number of exclusively upregulated proteins were found in the CSF of patients with multiple sclerosis (76 proteins) and with bacterial meningitis (70 proteins). Whereas in multiple sclerosis, these proteins are mostly involved in the regulation of RNA metabolism and apoptosis, in bacterial meningitis the exclusively upregulated proteins participate in inflammation and antibacterial humoral response, reflecting disease pathogenesis. The exploration of the contribution of exclusively upregulated proteins to disease pathogenesis will certainly help to envision potential biomarkers in the CSF for the clinical management of nervous system diseases.
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Affiliation(s)
- Paulo Bastos
- a Department of Chemistry , University of Aveiro , Aveiro , Portugal.,b Department of Medical Sciences , Institute for Biomedicine - iBiMED, University of Aveiro , Aveiro , Portugal
| | - Rita Ferreira
- c QOPNA, Department of Chemistry , University of Aveiro , Aveiro , Portugal
| | - Bruno Manadas
- d CNC, Center for Neuroscience and Cell Biology, University of Coimbra , Coimbra , Portugal
| | - Paula I Moreira
- d CNC, Center for Neuroscience and Cell Biology, University of Coimbra , Coimbra , Portugal.,e Laboratory of Physiology, Faculty of Medicine , University of Coimbra , Coimbra , Portugal
| | - Rui Vitorino
- b Department of Medical Sciences , Institute for Biomedicine - iBiMED, University of Aveiro , Aveiro , Portugal.,f Departmento de Cirurgia e Fisiologia, Faculdade de Medicina , Unidade de Investigação Cardiovascular, Universidade do Porto , Porto , Portugal
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14
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Sinha KK, Peddada N, Jha PK, Mishra A, Pandey K, Das VNR, Ashish, Das P. Plasma Gelsolin Level in HIV-1-Infected Patients: An Indicator of Disease Severity. AIDS Res Hum Retroviruses 2017; 33:254-260. [PMID: 27700141 DOI: 10.1089/aid.2016.0154] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Plasma gelsolin (pGSN) is a multifunctional protein involved mainly in severing and clearing of actin filaments. Its level correlates with inflammation and several diseases making it a potential biomarker of diagnostic and prognostic values. The pGSN level in groups of treated and untreated HIV-1-infected Indian patients is investigated in this study. This study aims at investigating the levels of pGSN in HIV-1-infected patients across different age, sex, severity of disease, and treatment status. Blood samples of 213 patients were analyzed for CD4 counts by flow cytometry and pGSN was quantified by enzyme-linked immunosorbent assay (ELISA). The level of pGSN is significantly increased in HIV-1 infected patients (227.2 ± 54.3 μg/ml) compared to healthy volunteers (167.9 ± 61.8 μg/ml). The level correlates with CD4 cell counts as patients with lower CD4 counts showed higher pGSN levels and vice versa. Gender does not affect pGSN level; however, antiretroviral (ARV) treatment reduces pGSN toward normal. Within low CD4 cell count group, the untreated patients have 52% higher pGSN than healthy volunteers, whereas with treatment, the difference reduces to 24%. Similarly, high CD4 cell count (>350 cells/mm3) group of patients showed 44% increase in pGSN in untreated patients compared to 21% increase in treated patients. There is an upregulation of pGSN in HIV-1 infection and it is inversely correlated with CD4 cell counts. Treatment with ARV drugs decreases pGSN levels toward normal. The monitoring of pGSN level in HIV-1-infected patients could be an important indicator of severity of disease and recovery during treatment.
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Affiliation(s)
- Kislay Kumar Sinha
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, Hajipur, India
| | - Nagesh Peddada
- Protein Science and Engineering Division, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Pravin Kumar Jha
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, Hajipur, India
| | - Anshul Mishra
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, Hajipur, India
| | - Krishna Pandey
- Clinical Medicine Division, Rajendra Memorial Research Institute of Medical Science, Patna, India
| | - Vidya Nand Ravi Das
- Clinical Medicine Division, Rajendra Memorial Research Institute of Medical Science, Patna, India
| | - Ashish
- Protein Science and Engineering Division, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Pradeep Das
- Molecular Biology Division, Rajendra Memorial Research Institute of Medical Science, Patna, India
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15
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Nitkiewicz J, Borjabad A, Morgello S, Murray J, Chao W, Emdad L, Fisher PB, Potash MJ, Volsky DJ. HIV induces expression of complement component C3 in astrocytes by NF-κB-dependent activation of interleukin-6 synthesis. J Neuroinflammation 2017; 14:23. [PMID: 28122624 PMCID: PMC5267445 DOI: 10.1186/s12974-017-0794-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Accepted: 01/10/2017] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Abnormal activation of the complement system contributes to some central nervous system diseases but the role of complement in HIV-associated neurocognitive disorder (HAND) is unclear. METHODS We used real-time PCR and immunohistochemistry to detect complement expression in postmortem brain tissue from HAND patients and controls. To further investigate the basis for viral induction of gene expression in the brain, we studied the effect of HIV on C3 expression by astrocytes, innate immune effector cells, and targets of HIV. Human fetal astrocytes (HFA) were infected with HIV in culture and cellular pathways and factors involved in signaling to C3 expression were elucidated using pharmacological pathway inhibitors, antisense RNA, promoter mutational analysis, and fluorescence microscopy. RESULTS We found significantly increased expression of complement components including C3 in brain tissues from patients with HAND and C3 was identified by immunocytochemistry in astrocytes and neurons. Exposure of HFA to HIV in culture-induced C3 promoter activity, mRNA expression, and protein production. Use of pharmacological inhibitors indicated that induction of C3 expression by HIV requires NF-κB and protein kinase signaling. The relevance of NF-κB regulation to C3 induction was confirmed through detection of NF-κB translocation into nuclei and inhibition through overexpression of the physiological NF-κB inhibitor, I-κBα. C3 promoter mutation analysis revealed that the NF-κB and SP binding sites are dispensable for the induction by HIV, while the proximal IL-1β/IL-6 responsive element is essential. HIV-treated HFA secreted IL-6, exogenous IL-6 activated the C3 promoter, and anti-IL-6 antibodies blocked HIV activation of the C3 promoter. The activation of IL-6 transcription by HIV was dependent upon an NF-κB element within the IL-6 promoter. CONCLUSIONS These results suggest that HIV activates C3 expression in primary astrocytes indirectly, through NF-κB-dependent induction of IL-6, which in turn activates the C3 promoter. HIV induction of C3 and IL-6 in astrocytes may contribute to HIV-mediated inflammation in the brain and cognitive dysfunction.
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Affiliation(s)
- Jadwiga Nitkiewicz
- Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, 10029 NY USA
- Present Address: PSI-CRO, Wisniowy Business Park C, 1 Sierpnia 6A, 02-134 Warsaw, Poland
| | - Alejandra Borjabad
- Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, 10029 NY USA
| | - Susan Morgello
- Manhattan HIV Brain Bank, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, 10029 NY USA
| | - Jacinta Murray
- Manhattan HIV Brain Bank, Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, 10029 NY USA
| | - Wei Chao
- Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, 10029 NY USA
| | - Luni Emdad
- Department of Human and Molecular Genetics, VCU Massey Cancer Center, School of Medicine, VCU Institute of Molecular Medicine, Virginia Commonwealth UniversitySchool of Medicine, Richmond, 23298 VA USA
| | - Paul B. Fisher
- Department of Human and Molecular Genetics, VCU Massey Cancer Center, School of Medicine, VCU Institute of Molecular Medicine, Virginia Commonwealth UniversitySchool of Medicine, Richmond, 23298 VA USA
| | - Mary Jane Potash
- Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, 10029 NY USA
| | - David J. Volsky
- Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, 10029 NY USA
- Department of Medicine, Division of Infectious Diseases, 1468 Madison Avenue, Annenberg Building, 21st Floor, Room 42, New York, 10029 NY USA
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16
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Rowson SA, Harrell CS, Bekhbat M, Gangavelli A, Wu MJ, Kelly SD, Reddy R, Neigh GN. Neuroinflammation and Behavior in HIV-1 Transgenic Rats Exposed to Chronic Adolescent Stress. Front Psychiatry 2016; 7:102. [PMID: 27378953 PMCID: PMC4913326 DOI: 10.3389/fpsyt.2016.00102] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 05/30/2016] [Indexed: 12/23/2022] Open
Abstract
Highly active antiretroviral therapy (HAART) has improved prognosis for people living with HIV (PLWH) and dramatically reduced the incidence of AIDS. However, even when viral load is controlled, PLWH develop psychiatric and neurological disorders more frequently than those living without HIV. Adolescents with HIV are particularly susceptible to the development of psychiatric illnesses and neurocognitive impairments. While both psychiatric and neurocognitive disorders have been found to be exacerbated by stress, the extent to which chronic stress and HIV-1 viral proteins interact to impact behavior and relevant neuroinflammatory processes is unknown. Determination of the individual contributions of stress and HIV to neuropsychiatric disorders is heavily confounded in humans. In order to isolate the influence of HIV-1 proteins and chronic stress on behavior and neuroinflammation, we employed the HIV-1 transgenic (Tg) rat model, which expresses HIV-1 proteins with a gag and pol deletion, allowing for viral protein expression without viral replication. This Tg line has been characterized as a model of HAART-controlled HIV-1 infection due to the lack of viral replication but continued presence of HIV-1 proteins. We exposed male and female adolescent HIV-1 Tg rats to a mixed-modality chronic stress paradigm consisting of isolation, social defeat and restraint, and assessed behavior, cerebral vascularization, and neuroinflammatory endpoints. Stress, sex, and presence of the HIV-1 transgene impacted weight gain in adolescent rats. Female HIV-1 Tg rats showed decreases in central tendency during the light cycle in the open field regardless of stress exposure. Both male and female HIV-1 Tg rats exhibited decreased investigative behavior in the novel object recognition task, but no memory impairments. Adolescent stress had no effect on the tested behaviors. Microglia in female HIV-1 Tg rats exhibited a hyper-ramified structure, and gene expression of complement factor B was increased in the hippocampus. In addition, adolescent stress exposure increased microglial branching and junctions in female wild-type rats without causing any additional increase in HIV-1 rats. These data suggest that the presence of HIV-1 proteins during development leads to alterations in behavioral and neuroinflammatory endpoints that are not further impacted by concurrent chronic adolescent stress.
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Affiliation(s)
- Sydney A Rowson
- Molecular and Systems Pharmacology Graduate Studies Program, Emory University , Atlanta, GA , USA
| | | | - Mandakh Bekhbat
- Neuroscience Graduate Studies Program, Emory University , Atlanta, GA , USA
| | | | - Matthew J Wu
- Neuroscience and Behavioral Biology, Emory College , Atlanta, GA , USA
| | - Sean D Kelly
- Department of Physiology, Emory University , Atlanta, GA , USA
| | - Renuka Reddy
- Neuroscience and Behavioral Biology, Emory College , Atlanta, GA , USA
| | - Gretchen N Neigh
- Neuroscience Graduate Studies Program, Emory University, Atlanta, GA, USA; Department of Physiology, Emory University, Atlanta, GA, USA; Department of Psychiatry and Behavioral Science, Emory University, Atlanta, GA, USA
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17
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Zenón F, Jorge I, Cruz A, Suárez E, Segarra AC, Vázquez J, Meléndez LM, Serrano H. 18O proteomics reveal increased human apolipoprotein CIII in Hispanic HIV-1+ women with HAART that use cocaine. Proteomics Clin Appl 2015; 10:144-55. [PMID: 26255783 DOI: 10.1002/prca.201400204] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 05/26/2015] [Accepted: 07/27/2015] [Indexed: 11/09/2022]
Abstract
PURPOSE Drug abuse is a major risk factor in the development and progression of HIV-1. This study defines the alterations in the plasma proteome of HIV-1-infected women that use cocaine. EXPERIMENTAL DESIGN Plasma samples from 12 HIV-seropositive Hispanic women under antiretroviral therapy were selected for this study. Six sample pairs were matched between nondrug users and cocaine users. After IgG and albumin depletion, SDS-PAGE, and in-gel digestion, peptides from nondrug users and cocaine users were labeled with (16) O and (18) O, respectively, and subjected to LC-MS/MS and quantitation using Proteome Discover and QuiXoT softwares and validated by ELISA. RESULTS A total of 1015 proteins were identified at 1% false discovery rates (FDR). Statistical analyses revealed 13 proteins with significant changes between the two groups, cocaine and noncocaine users (p < 0.05). The great majority pertained to protection defense function and the rest pertained to transport, homeostatic, regulation, and binding of ligands. Apolipoprotein CIII was increased in plasma of HIV+ Hispanic women positive for cocaine compared to HIV+ nondrug users (p ≤ 0.05). CONCLUSIONS AND CLINICAL RELEVANCE Increased human apolipoprotein CIII warrants that these patients be carefully monitored to avoid the increased risk of cardiovascular events associated with HIV, HAART, and cocaine use.
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Affiliation(s)
- Frances Zenón
- Department of Microbiology, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Inmaculada Jorge
- Laboratorio de Proteómica Cardiovascular, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
| | - Ailed Cruz
- Department of Biochemistry, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Erick Suárez
- Department of Biostatistics and Epidemiology, Graduate School of Public Health, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Annabell C Segarra
- Department of Physiology, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Jesús Vázquez
- Laboratorio de Proteómica Cardiovascular, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
| | - Loyda M Meléndez
- Department of Microbiology, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Horacio Serrano
- Department of Internal Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
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18
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Colon K, Perez-Laspiur J, Quiles R, Rodriguez Y, Wojna V, Shaffer SA, Leszyk J, Skolasky RL, Melendez LM. Macrophage secretome from women with HIV-associated neurocognitive disorders. Proteomics Clin Appl 2015. [PMID: 26220577 DOI: 10.1002/prca.201400203] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
PURPOSE Thirty to 50% of HIV patients develop HIV-associated neurocognitive disorders (HANDs) despite combined antiretroviral therapy. HIV-1-infected macrophages release viral and cellular proteins that induce neuronal degeneration and death. We hypothesize that changes in the macrophage secretome of HIV-1 seropositive patients with HAND may dissect proteins related to neurotoxicity. EXPERIMENTAL DESIGN Monocyte-derived macrophages (MDMs) were isolated from the peripheral blood of 12 HIV+ and four HIV- women characterized for neurocognitive function. Serum-free MDM supernatants were collected for protein isolation and quantification with iTRAQ® labeling. Protein identification was performed using a LTQ Orbitrap Velos mass spectrometer and validated in MDM supernatants and in plasma using ELISA. RESULTS Three proteins were different between normal cognition (NC) and asymptomatic neurocognitive disorders (ANI), six between NC and HIV-associated dementia (HAD), and six between NC and HAD. Among these, S100A9 was decreased in plasma from patients with ANI, and metalloproteinase 9 was decreased in the plasma of all HIV+ patients regardless of cognitive status, and was significantly reduced in supernatant of MDM isolated from patients with ANI. CONCLUSIONS AND CLINICAL RELEVANCE S100A9 and metalloproteinase 9 have been associated with inflammation and cognitive impairment, and therefore represent potential targets for HAND treatment.
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Affiliation(s)
- Krystal Colon
- Department of Microbiology, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA
| | - Juliana Perez-Laspiur
- RCMI Translational Proteomics Center, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA
| | - Raymond Quiles
- Metropolitan Campus, Interamerican University, San Juan, PR, USA
| | - Yolanda Rodriguez
- Department of Microbiology, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA
| | - Valerie Wojna
- Division of Neurology, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA
| | - Scott A Shaffer
- Proteomics and Mass Spectrometry Facility, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA, USA
| | - John Leszyk
- Proteomics and Mass Spectrometry Facility, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, John Hopkins University, Baltimore, MD, USA
| | - Loyda M Melendez
- Department of Microbiology, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA.,RCMI Translational Proteomics Center, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA
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19
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Uzasci L, Auh S, Cotter RJ, Nath A. Mass spectrometric phosphoproteome analysis of HIV-infected brain reveals novel phosphorylation sites and differential phosphorylation patterns. Proteomics Clin Appl 2015; 10:126-35. [PMID: 26033855 DOI: 10.1002/prca.201400134] [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: 09/11/2014] [Revised: 02/18/2015] [Accepted: 05/26/2015] [Indexed: 12/26/2022]
Abstract
PURPOSE To map the phosphoproteome and identify changes in the phosphorylation patterns in the HIV-infected and uninfected brain. EXPERIMENTAL DESIGN Parietal cortex from individuals with and without HIV infection were lysed and trypsinized. The peptides were labeled with iTRAQ reagents, combined, phospho-enriched by titanium dioxide chromatography, and analyzed by LC-MS/MS with high resolution. RESULTS Our phosphoproteomic workflow resulted in the identification of 112 phosphorylated proteins and 17 novel phosphorylation sites in all the samples that were analyzed. The phosphopeptide sequences were searched for kinase substrate motifs, which revealed potential kinases involved in important signaling pathways. The site-specific phosphopeptide quantification showed that peptides from neurofilament medium polypeptide, myelin basic protein, and 2'-3'-cyclic nucleotide-3' phosphodiesterase have relatively higher phosphorylation levels during HIV infection. CONCLUSIONS AND CLINICAL RELEVANCE This study has enriched the global phosphoproteome knowledge of the human brain by detecting novel phosphorylation sites on neuronal proteins and identifying differentially phosphorylated brain proteins during HIV infection. Kinases that lead to unusual phosphorylations could be therapeutic targets for the treatment of HIV-associated neurocognitive disorders.
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Affiliation(s)
- Lerna Uzasci
- Section of Infections of the Nervous System, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.,The Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sungyoung Auh
- Clinical Neurosciences Program, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Robert J Cotter
- The Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Avindra Nath
- Section of Infections of the Nervous System, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
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20
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Sundberg M, Bergquist J, Ramström M. High-abundant protein depletion strategies applied on dog cerebrospinal fluid and evaluated by high-resolution mass spectrometry. Biochem Biophys Rep 2015; 3:68-75. [PMID: 30338299 PMCID: PMC6189695 DOI: 10.1016/j.bbrep.2015.07.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Revised: 07/18/2015] [Accepted: 07/22/2015] [Indexed: 12/27/2022] Open
Abstract
As the number of fully sequenced animal genomes and the performance of advanced mass spectrometry-based proteomics techniques are continuously improving, there is now a great opportunity to increase the knowledge of various animal proteomes. This research area is further stimulated by a growing interest from veterinary medicine and the pharmaceutical industry. Cerebrospinal fluid (CSF) is a good source for better understanding of diseases related to the central nervous system, both in humans and other animals. In this study, four high-abundant protein depletion columns, developed for human or rat serum, were evaluated for dog CSF. For the analysis, a shotgun proteomics approach, based on nanoLC-LTQ Orbitrap MS/MS, was applied. All the selected approaches were shown to deplete dog CSF with different success. It was demonstrated that the columns significantly improved the coverage of the detected dog CSF proteome. An antibody-based column showed the best performance, in terms of efficiency, repeatability and the number of proteins detected in the sample. In total 983 proteins were detected. Of those, 801 proteins were stated as uncharacterized in the UniProt database. To the best of our knowledge, this is the so far largest number of proteins reported for dog CSF in one single study. We evaluated four high-abundant protein depletion kits on dog CSF. High abundant depletion kit developed for humans/rats can be used for dog CSF. Protein depletion of dog CSF gives extended coverage of the CSF proteome. In total, 983 dog proteins were identified in this study.
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Affiliation(s)
- Mårten Sundberg
- Department of Chemistry - BMC, Analytical Chemistry and Science for Life Laboratory, Uppsala University, Box 599, 751 24 Uppsala, Sweden
| | - Jonas Bergquist
- Department of Chemistry - BMC, Analytical Chemistry and Science for Life Laboratory, Uppsala University, Box 599, 751 24 Uppsala, Sweden
| | - Margareta Ramström
- Department of Chemistry - BMC, Analytical Chemistry and Science for Life Laboratory, Uppsala University, Box 599, 751 24 Uppsala, Sweden
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21
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Application of “Omics” Technologies for Diagnosis and Pathogenesis of Neurological Infections. Curr Neurol Neurosci Rep 2015. [DOI: 10.1007/s11910-015-0580-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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22
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Donnelly MR, Ciborowski P. Proteomics, biomarkers, and HIV-1: A current perspective. Proteomics Clin Appl 2015; 10:110-25. [PMID: 26033875 PMCID: PMC4666820 DOI: 10.1002/prca.201500002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Revised: 03/17/2015] [Accepted: 05/27/2015] [Indexed: 01/24/2023]
Abstract
Despite more than three decades of extensive research, HIV‐1 infection although well controlled with cART, remains incurable. Multifactorial complexity of the viral life‐cycle poses great challenges in understanding molecular mechanisms underlying this infection and the development of biomarkers, which we hope will lead us to its eradication. For a more in‐depth understanding of how the virus interacts with host target cells, T cells and macrophages, proteomic profiling techniques that offer strategies to investigate the proteome in its entirety were employed. Here, we review proteomic studies related to HIV‐1 infection and discuss perspectives and limitations of proteomic and systems biology approaches in future studies.
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Affiliation(s)
- Maire Rose Donnelly
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Pawel Ciborowski
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, USA
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Saxena R, Gupta S, Singh K, Mitra K, Tripathi AK, Tripathi RK. Proteomic profiling of SupT1 cells reveal modulation of host proteins by HIV-1 Nef variants. PLoS One 2015; 10:e0122994. [PMID: 25874870 PMCID: PMC4395413 DOI: 10.1371/journal.pone.0122994] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Accepted: 02/26/2015] [Indexed: 01/14/2023] Open
Abstract
Nef is an accessory viral protein that promotes HIV-1 replication, facilitating alterations in cellular pathways via multiple protein-protein interactions. The advent of proteomics has expanded the focus on better identification of novel molecular pathways regulating disease progression. In this study, nef was sequenced from randomly selected patients, however, sequence variability identified did not elicited any specific mutation that could have segregated HIV-1 patients in different stages of disease progression. To explore the difference in Nef functionality based on sequence variability we used proteomics approach. Proteomic profiling was done to compare the effect of Nef variants in host cell protein expression. 2DGE in control and Nef transfected SupT1 cells demonstrated several differentially expressed proteins. Fourteen protein spots were detected with more than 1.5 fold difference. Significant down regulation was seen in six unique protein spots in the Nef treated cells. Proteins were identified as Cyclophilin A, EIF5A-1 isoform B, Rho GDI 1 isoform a, VDAC1, OTUB1 and α-enolase isoform 1 (ENO1) through LC-MS/MS. The differential expression of the 6 proteins was analyzed by Real time PCR, Western blotting and Immunofluorescence studies with two Nef variants (RP14 and RP01) in SupT1 cells. There was contrasting difference between the effect of these Nef variants upon the expression of these six proteins. Downregulation of α-enolase (ENO1), VDAC1 and OTUB1 was more significant by Nef RP01 whereas Cyclophilin A and RhoGDI were found to be more downregulated by Nef RP14. This difference in Nef variants upon host protein expression was also studied through a site directed mutant of Nef RP01 (55AAAAAAA61) and the effect was found to be reversed. Deciphering the role of these proteins mediated by Nef variants will open a new avenue of research in understanding Nef mediated pathogenesis. Overall study determines modulation of cellular protein expression in T cells by HIV-1 Nef variants.
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Affiliation(s)
- Reshu Saxena
- Toxicology division, CSIR-Central Drug Research Institute, Sector-10, Janakipuram Extension, Sitapur Road, Lucknow, India
| | - Sudipti Gupta
- Toxicology division, CSIR-Central Drug Research Institute, Sector-10, Janakipuram Extension, Sitapur Road, Lucknow, India
| | - Kavita Singh
- Electron Microscopy Lab, Sophisticated Analytical Instrument Facility, CSIR-Central Drug Research Institute, Sector-10, Janakipuram Extension, Sitapur Road, Lucknow, India
| | - Kalyan Mitra
- Electron Microscopy Lab, Sophisticated Analytical Instrument Facility, CSIR-Central Drug Research Institute, Sector-10, Janakipuram Extension, Sitapur Road, Lucknow, India
| | - Anil Kumar Tripathi
- Department of Medicine, King George’s Medical University, Chowk, Lucknow, India
| | - Raj Kamal Tripathi
- Toxicology division, CSIR-Central Drug Research Institute, Sector-10, Janakipuram Extension, Sitapur Road, Lucknow, India
- * E-mail:
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24
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Mukaetova-Ladinska EB, Abdel-All Z, Andrade J, Alves da Silva J, O'Brien JT, Kalaria RN. Plasma and platelet clusterin ratio is altered in Alzheimer's disease patients with distinct neuropsychiatric symptoms: findings from a pilot study. Int J Geriatr Psychiatry 2015; 30:368-75. [PMID: 24921239 DOI: 10.1002/gps.4145] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2013] [Revised: 04/21/2014] [Accepted: 04/25/2014] [Indexed: 11/06/2022]
Abstract
BACKGROUND Clusterin protein in plasma has been found to differentiate between people with and without cognitive changes. However, these findings are not conclusive, despite the clusterin gene variations repeatedly being linked to increased risk for dementia, in particular Alzheimer's disease (AD). METHOD We analysed the level of clusterin in platelet and plasma in 25 subjects with a clinical diagnosis of AD and 26 subjects with no cognitive impairment. RESULTS In the current study, we report that the levels of both plasma and platelet clusterin are similar between AD and cognitively intact individuals. Clusterin plasma and platelet levels, as well as the plasma/platelet clusterin ratio, were not affected by age, gender, cognitive impairment and/or overt behavioural symptomatology, including presence of hallucinations and delusions, as well as depression. However, the plasma/platelet clusterin ratio was positively associated in with the Neuropsychiatric Inventory measures of agitation, apathy, irritability and motor aberrant behaviour in AD subjects. CONCLUSION Previous inconsistencies in reported blood clusterin levels may be a result of underlying non-cognitive symptoms in people with AD. Our findings need now to be replicated in larger group of dementia subjects.
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Zhang Y, Guo Z, Zou L, Yang Y, Zhang L, Ji N, Shao C, Sun W, Wang Y. A comprehensive map and functional annotation of the normal human cerebrospinal fluid proteome. J Proteomics 2015; 119:90-9. [DOI: 10.1016/j.jprot.2015.01.017] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2014] [Revised: 12/25/2014] [Accepted: 01/13/2015] [Indexed: 01/11/2023]
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Wetterhall M, Bergquist J, Hillered L, Hjort K, Dahlin AP. Identification of human cerebrospinal fluid proteins and their distribution in an in vitro microdialysis sampling system. Eur J Pharm Sci 2014; 57:34-40. [DOI: 10.1016/j.ejps.2013.12.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2013] [Accepted: 12/07/2013] [Indexed: 10/25/2022]
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27
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Dominy SS, Brown JN, Ryder MI, Gritsenko M, Jacobs JM, Smith RD. Proteomic analysis of saliva in HIV-positive heroin addicts reveals proteins correlated with cognition. PLoS One 2014; 9:e89366. [PMID: 24717448 PMCID: PMC3981673 DOI: 10.1371/journal.pone.0089366] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2013] [Accepted: 01/21/2014] [Indexed: 02/07/2023] Open
Abstract
The prevalence of HIV-associated neurocognitive disorders (HAND) remains high despite effective antiretroviral therapies. Multiple etiologies have been proposed over the last several years to account for this phenomenon, including the neurotoxic effects of antiretrovirals and co-morbid substance abuse; however, no underlying molecular mechanism has been identified. Emerging evidence in several fields has linked the gut to brain diseases, but the effect of the gut on the brain during HIV infection has not been explored. Saliva is the most accessible gut biofluid, and is therefore of great scientific interest for diagnostic and prognostic purposes. This study presents a longitudinal, liquid chromatography-mass spectrometry-based quantitative proteomics study investigating saliva samples taken from 8 HIV-positive (HIV+), 11 −negative (HIV−) heroin addicts. In addition, saliva samples were investigated from 11 HIV−, non-heroin addicted healthy controls. In the HIV+ group, 58 proteins were identified that show significant correlations with cognitive scores, implicating disruption of protein quality control pathways by HIV. Notably, only one protein from the HIV− heroin addict cohort showed a significant correlation with cognitive scores, and no proteins correlated with cognitive scores in the healthy control group. In addition, the majority of correlated proteins have been shown to be associated with exosomes, allowing us to propose that the salivary glands and/or oral epithelium may modulate brain function during HIV infection through the release of discrete packets of proteins in the form of exosomes.
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Affiliation(s)
- Stephen S. Dominy
- Department of Psychiatry, University of California San Francisco, San Francisco, California, United States of America
- * E-mail: (SD); (RS)
| | - Joseph N. Brown
- Biological Sciences Division, Pacific Northwest National Laboratories, Richland, Washington, United States of America
| | - Mark I. Ryder
- Division of Periodontology, Department of Orofacial Sciences, University of California San Francisco, San Francisco, California, United States of America
| | - Marina Gritsenko
- Biological Sciences Division, Pacific Northwest National Laboratories, Richland, Washington, United States of America
| | - Jon M. Jacobs
- Biological Sciences Division, Pacific Northwest National Laboratories, Richland, Washington, United States of America
| | - Richard D. Smith
- Biological Sciences Division, Pacific Northwest National Laboratories, Richland, Washington, United States of America
- * E-mail: (SD); (RS)
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28
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Complement and HIV-I infection/HIV-associated neurocognitive disorders. J Neurovirol 2014; 20:184-98. [PMID: 24639397 DOI: 10.1007/s13365-014-0243-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2013] [Revised: 02/07/2014] [Accepted: 02/11/2014] [Indexed: 10/25/2022]
Abstract
The various neurological complications associated with HIV-1 infection, specifically HIV-associated neurocognitive disorders (HAND) persist as a major public health burden worldwide. Despite the widespread use of anti-retroviral therapy, the prevalence of HAND is significantly high. HAND results from the direct effects of an HIV-1 infection as well as secondary effects of HIV-1-induced immune reaction and inflammatory response. Complement, a critical mediator of innate and acquired immunity, plays important roles in defeating many viral infections by the formation of a lytic pore or indirectly by opsonization and recruitment of phagocytes. While the role of complement in the pathogenesis of HIV-1 infection and HAND has been previously recognized for over 15 years, it has been largely underestimated thus far. Complement can be activated through HIV-1 envelope proteins, mannose-binding lectins (MBL), and anti-HIV-1 antibodies. Complement not only fights against HIV-1 infection but also enhances HIV-1 infection. In addition, HIV-1 can hijack complement regulators such as CD59 and CD55 and can utilize these regulators and factor H to escape from complement attack. Normally, complement levels in brain are much lower than plasma levels and there is no or little complement deposition in brain cells. Interestingly, local production and deposition of complement are dramatically increased in HIV-1-infected brain, indicating that complement may contribute to the pathogenesis of HAND. Here, we review the current understanding of the role of complement in HIV-1 infection and HAND, as well as potential therapeutic approaches targeting the complement system for the treatment and eradications of HIV-1 infection.
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29
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Extended interaction network of procollagen C-proteinase enhancer-1 in the extracellular matrix. Biochem J 2014; 457:137-49. [PMID: 24117177 DOI: 10.1042/bj20130295] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PCPE-1 (procollagen C-proteinase enhancer-1) is an extracellular matrix glycoprotein that can stimulate procollagen processing by procollagen C-proteinases such as BMP-1 (bone morphogenetic protein 1). PCPE-1 interacts with several proteins in addition to procollagens and BMP-1, suggesting that it could be involved in biological processes other than collagen maturation. We thus searched for additional partners of PCPE-1 in the extracellular matrix, which could provide new insights into its biological roles. We identified 17 new partners of PCPE-1 by SPR (surface plasmon resonance) imaging. PCPE-1 forms a transient complex with the β-amyloid peptide, whereas it forms high or very high affinity complexes with laminin-111 (KD=58.8 pM), collagen VI (KD=9.5 nM), TSP-1 (thrombospondin-1) (KD1=19.9 pM, KD2=14.5 nM), collagen IV (KD=49.4 nM) and endostatin, a fragment of collagen XVIII (KD1=0.30 nM, KD2=1.1 nM). Endostatin binds to the NTR (netrin-like) domain of PCPE-1 and decreases the degree of superstimulation of PCPE-1 enhancing activity by heparin. The analysis of the PCPE-1 interaction network based on Gene Ontology terms suggests that, besides its role in collagen deposition, PCPE-1 might be involved in tumour growth, neurodegenerative diseases and angiogenesis. In vitro assays have indeed shown that the CUB1CUB2 (where CUB is complement protein subcomponents C1r/C1s, urchin embryonic growth factor and BMP-1) fragment of PCPE-1 inhibits angiogenesis.
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Uzasci L, Nath A, Cotter R. Oxidative stress and the HIV-infected brain proteome. J Neuroimmune Pharmacol 2013; 8:1167-80. [PMID: 23475542 PMCID: PMC3714334 DOI: 10.1007/s11481-013-9444-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Accepted: 02/14/2013] [Indexed: 10/27/2022]
Abstract
Human immunodeficiency virus (HIV) is capable of infiltrating the brain and infecting brain cells. In the years following HIV infection, patients show signs of various levels of neurocognitive problems termed HIV-associated neurocognitive disorders (HAND). Although the introduction of highly active antiretroviral therapy (HAART) has reduced the incidence of HIV-dementia, which is the most severe form of HAND, the milder forms have become more prevalent today due to the increased life expectancy of infected individuals. Pre-HAART era markers such as HIV RNA level, CD4+ count, TNF-α, MCP-1 and M-CSF are not able to clearly distinguish mild from advanced HAND. One promising approach for new biomarker discovery is the identification and quantitation of proteins that are post-translationally modified by oxidative and nitrosative species. The occurrence of oxidative and nitrosative stress in HIV-infected brain, both through the early direct and indirect effects of viral proteins and through the later effect on mitochondrial integrity during apoptosis, is well-established. This review will focus on how the reactive species are produced in the brain after HIV infection, the specific oxidative and nitrosative species that are involved in the post-translational modification of the brain proteome, and the methods that are currently used for the detection of such modified proteins. This review also provides an overview of related research pertaining to oxidative stress-related HAND using cerebrospinal fluid and human brain tissue.
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Affiliation(s)
- Lerna Uzasci
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA,
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31
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Liu H, Liu J, Liang S, Xiong H. Plasma gelsolin protects HIV-1 gp120-induced neuronal injury via voltage-gated K+ channel Kv2.1. Mol Cell Neurosci 2013. [DOI: 10.1016/j.mcn.2013.10.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
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Abstract
PURPOSE OF REVIEW There is still a fundamental lack of understanding of what protected vaccinee's in the moderately successful RV144 Thailand trial. It is clear that better tools are needed to identify and study correlates of protection and immune responses to vaccine challenge. Quantitative mass spectrometry (MS) has evolved considerably to become a useful tool in biomarker discovery; however, until recently it has been scarcely used to define host responses to HIV exposure and/or viral infection. In this review we discuss current quantitative MS techniques, their application in current HIV studies as well as novel approaches that could be used to better examine innate or adaptive immune responses in HIV vaccine or microbicide trials. RECENT FINDINGS Several recently published studies have allowed researchers to utilize quantitative MS as part of a systems biology approach to better understand the HIV-affected host's interaction with HIV and/or vaccine challenge. Proteomics has shown it can play a major role in studies to demonstrate insight into HIV replication, early stages of pathogenesis, and identify potential correlates of mucosal protection. SUMMARY Novel advances in quantitative proteomic techniques are allowing the opportunity to profile and evaluate HIV specific innate and adaptive immune responses, and will increase our understanding of HIV pathogenesis.
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Epstein AA, Narayanasamy P, Dash PK, High R, Bathena SPR, Gorantla S, Poluektova LY, Alnouti Y, Gendelman HE, Boska MD. Combinatorial assessments of brain tissue metabolomics and histopathology in rodent models of human immunodeficiency virus infection. J Neuroimmune Pharmacol 2013; 8:1224-38. [PMID: 23702663 PMCID: PMC3889226 DOI: 10.1007/s11481-013-9461-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2013] [Accepted: 04/15/2013] [Indexed: 11/27/2022]
Abstract
Metabolites are biomarkers for a broad range of central nervous system disorders serving as molecular drivers and byproducts of disease pathobiology. However, despite their importance, routine measures of brain tissue metabolomics are not readily available based on the requirements of rapid tissue preservation. They require preservation by microwave irradiation, rapid freezing or other methods designed to reduce post mortem metabolism. Our research on human immunodeficiency virus type one (HIV-1) infection has highlighted immediate needs to better link histology to neural metabolites. To this end, we investigated such needs in well-studied rodent models. First, the dynamics of brain metabolism during ex vivo tissue preparation was shown by proton magnetic resonance spectroscopy in normal mice. Second, tissue preservation methodologies were assessed using liquid chromatography tandem mass spectrometry and immunohistology to measure metabolites and neural antigens. Third, these methods were applied to two animal models. In the first, immunodeficient mice reconstituted with human peripheral blood lymphocytes then acutely infected with HIV-1. In the second, NOD scid IL2 receptor gamma chain knockout mice were humanized with CD34+ human hematopoietic stem cells and chronically infected with HIV-1. Replicate infected animals were treated with nanoformulated antiretroviral therapy (nanoART). Results from chronic infection showed that microgliosis was associated with increased myoinostitol, choline, phosphocholine concentrations and with decreased creatine concentrations. These changes were partially reversed with nanoART. Metabolite responses were contingent on the animal model. Taken together, these studies integrate brain metabolomics with histopathology towards uncovering putative biomarkers for neuroAIDS.
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Affiliation(s)
- Adrian A Epstein
- Department of Pharmacology and Experimental Neuroscience, College of Medicine, University of Nebraska Medical Center, Omaha, NE, 68198, USA
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Zhang N, Zhang Z, Feng S, Wang Q, Malamud D, Deng H. Quantitative analysis of differentially expressed saliva proteins in human immunodeficiency virus type 1 (HIV-1) infected individuals. Anal Chim Acta 2013; 774:61-6. [PMID: 23567117 PMCID: PMC4507271 DOI: 10.1016/j.aca.2013.02.038] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2013] [Revised: 02/15/2013] [Accepted: 02/19/2013] [Indexed: 02/05/2023]
Abstract
In the present study, we have established a new methodology to analyze saliva proteins from HIV-1-seropositive patients before highly active antiretroviral therapy (HAART) and seronegative controls. A total of 593 and 601 proteins were identified in the pooled saliva samples from 5 HIV-1 subjects and 5 controls, respectively. Forty-one proteins were found to be differentially expressed. Bioinformatic analysis of differentially expressed salivary proteins showed an increase of antimicrobial proteins and decrease of protease inhibitors upon HIV-1 infection. To validate some of these differentially expressed proteins, a high-throughput quantitation method was established to determine concentrations of 10 salivary proteins in 40 individual saliva samples from 20 seropositive patients before HAART and 20 seronegative subjects. This method was based on limited protein separation within the zone of the stacking gel of the 1D SDS PAGE and using isotope-coded synthetic peptides as internal standards. The results demonstrated that a combination of protein profiling and targeted quantitation is an efficient method to identify and validate differentially expressed salivary proteins. Expression levels of members of the calcium-binding S100 protein family and deleted in malignant brain tumors 1 protein (DMBT1) were up-regulated while that of Mucin 5B was down-regulated in HIV-1 seropositive saliva samples, which may provide new perspectives for monitoring HIV-infection and understanding the mechanism of HIV-1 infectivity.
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Affiliation(s)
- Nawei Zhang
- Beijing Chaoyang Hospital Affiliated Capital Medical University, Beijing, China
| | - Zhenyu Zhang
- Beijing Chaoyang Hospital Affiliated Capital Medical University, Beijing, China
| | - Shan Feng
- MOE Key Laboratory of Bioinformatics, School of Life Sciences, Tsinghua University, Beijing, China
| | - Qingtao Wang
- Beijing Chaoyang Hospital Affiliated Capital Medical University, Beijing, China
| | - Daniel Malamud
- NYU College of Dentistry, 345 East 24th Street, New York, NY 10010, USA
| | - Haiteng Deng
- MOE Key Laboratory of Bioinformatics, School of Life Sciences, Tsinghua University, Beijing, China
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Schweitzer CJ, Jagadish T, Haverland N, Ciborowski P, Belshan M. Proteomic analysis of early HIV-1 nucleoprotein complexes. J Proteome Res 2013; 12:559-72. [PMID: 23282062 PMCID: PMC3564510 DOI: 10.1021/pr300869h] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
After entry into the cell, the early steps of the human immunodeficiency virus type 1 (HIV-1) replication cycle are mediated by two functionally distinct nucleoprotein complexes, the reverse transcription complex (RTC) and preintegration complex (PIC). These two unique viral complexes are responsible for the conversion of the single-stranded RNA genome into double-stranded DNA, transport of the DNA into the nucleus, and integration of the viral DNA into the host cell chromosome. Prior biochemical analyses suggest that these complexes are large and contain multiple undiscovered host cell factors. In this study, functional HIV-1 RTCs and PICs were partially purified by velocity gradient centrifugation and fractionation, concentrated, trypsin digested, and analyzed by LC-MS/MS. A total of seven parallel infected and control biological replicates were completed. Database searches were performed with Proteome Discoverer and a comparison of the HIV-1 samples to parallel uninfected control samples was used to identify unique cellular factors. The analysis produced a total data set of 11055 proteins. Several previously characterized HIV-1 factors were identified, including XRCC6, TFRC, and HSP70. The presence of XRCC6 was confirmed in infected fractions and shown to be associated with HIV-1 DNA by immunoprecipitation-PCR experiments. Overall, the analysis identified 94 proteins unique in the infected fractions and 121 proteins unique to the control fractions with ≥ 2 protein assignments. An additional 54 and 52 were classified as enriched in the infected and control samples, respectively, based on a 3-fold difference in total Proteome Discoverer probability score. The differential expression of several candidate proteins was validated by Western blot analysis. This study contributes additional novel candidate proteins to the growing published bioinformatic data sets of proteins that contribute to HIV-1 replication.
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MESH Headings
- Antigens, CD/genetics
- Antigens, CD/metabolism
- Antigens, Nuclear/genetics
- Antigens, Nuclear/metabolism
- Cell Line
- Cell Nucleus/genetics
- Cell Nucleus/metabolism
- Cell Nucleus/virology
- Centrifugation, Density Gradient
- Chromatography, Liquid
- DNA, Viral/genetics
- DNA, Viral/metabolism
- DNA-Binding Proteins/genetics
- DNA-Binding Proteins/metabolism
- Gene Expression Profiling
- HIV-1/genetics
- HIV-1/metabolism
- HSP70 Heat-Shock Proteins/genetics
- HSP70 Heat-Shock Proteins/metabolism
- Host-Pathogen Interactions
- Humans
- Ku Autoantigen
- Lymphocytes/metabolism
- Lymphocytes/virology
- Nucleoproteins/genetics
- Nucleoproteins/metabolism
- Protein Binding
- Proteome/genetics
- Proteome/metabolism
- Receptors, Transferrin/genetics
- Receptors, Transferrin/metabolism
- Reverse Transcription
- Tandem Mass Spectrometry
- Viral Proteins/genetics
- Viral Proteins/metabolism
- Virus Integration
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Affiliation(s)
| | - Teena Jagadish
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE
| | - Nicole Haverland
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE
| | - Pawel Ciborowski
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE
- The Nebraska Center for Virology, University of Nebraska, Lincoln, NE
| | - Michael Belshan
- Department of Medical Microbiology and Immunology, Creighton University, Omaha, NE
- The Nebraska Center for Virology, University of Nebraska, Lincoln, NE
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Cathepsin B and cystatin B in HIV-seropositive women are associated with infection and HIV-1-associated neurocognitive disorders. AIDS 2013; 27:347-56. [PMID: 23291538 DOI: 10.1097/qad.0b013e32835b3e47] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE HIV-1-associated neurocognitive disorders (HAND) is triggered by immune activation of brain cells and remain prevalent during progressive viral infection despite antiretroviral therapy. Cathepsins and cystatins are lysosomal proteins secreted by macrophages and microglia, and may play important roles in neuroregulatory responses. Our laboratory has shown increased secretion and neurotoxicity of cathepsin B from in-vitro HIV-infected monocyte-derived macrophages, and increased expression in postmortem brain tissue with HIV encephalitis and HAND. We hypothesized that cystatin B and cathepsin B could represent potential biomarkers for HAND. METHODS Monocytes, plasma, and cerebrospinal fluid (CSF) from retrospective samples from 63 HIV-seropositive Hispanic women were selected for this study. These were stratified as 27 normal, 14 asymptomatic, and 22 HIV dementia, and as 14 progressors and 17 nonprogressors. Samples were evaluated for cystatins B and C and cathepsin B expression and activity. RESULTS Increased cathepsin B and cystatins B and C were found in plasma of HIV-seropositive women. Higher intracellular expression of cathepsin B and cystatin B were found in monocytes from women with HIV-associated dementia (P < 0.05). Significant increase in cystatin B concentration in CSF was found in women with dementia compared with HIV-seropositive asymptomatic women. CONCLUSION These results demonstrate that dysregulation of cystatin B-cathepsin B system is operative in HIV-associated neurocognitive impairment and suggests that intracellular expression of cystatin B and cathepsin B in monocytes could be potential candidate biomarkers for HIV dementia, whereas increased cathepsin B and cystatins B and C in plasma are potential candidate markers of chronic HIV-1 activation.
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Li M, Aliotta JM, Asara JM, Tucker L, Quesenberry P, Lally M, Ramratnam B. Quantitative proteomic analysis of exosomes from HIV-1-infected lymphocytic cells. Proteomics 2012; 12:2203-11. [PMID: 22807456 DOI: 10.1002/pmic.201100376] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
HIV-1 infection causes profound effects both inside and outside of cells through multiple mechanisms, including those mediated by exosomes. Using the technique of stable isotope labeling by amino acids in cell culture, we compared protein expression patterns in the exosomal compartment of HIV-1-infected and -uninfected lymphocytic H9 cells. Of 770 proteins identified in two independent sets of exosomal samples, 14 proteins were found to be differentially expressed in the exosomal fraction of HIV-1-infected cells versus -uninfected controls. Gene Ontology survey and DAVID analysis revealed that identified proteins were enriched for functional categories such as binding. Of these 14 proteins, three immunomodulatory molecules were reproducibly identified in both replicates and included ADP-ribosyl cyclase 1 (CD38), L-lactate dehydrogenase B chain (LDHB), and Annexin A5 (ANXA5). In addition to previously reported HIV-1 associations with CD38 and LDHB, new interactions were identified and validated for ANXA5, CD38, and LDHB, which were found to bind to HIV-1 p24 and Tat. In summary, our studies reveal that exosomes released from HIV-1-infected cells are composed of a unique and quantitatively different protein signature and harbor regulatory molecules that impact the processes of cellular apoptosis (ANXA5 and LDHB) and proliferation (CD38).
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Affiliation(s)
- Ming Li
- Department of Medicine, Rhode Island and Miriam Hospitals, Warren Alpert Medical School of Brown University, Providence, RI, USA
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Patton SM, Coe CL, Lubach GR, Connor JR. Quantitative proteomic analyses of cerebrospinal fluid using iTRAQ in a primate model of iron deficiency anemia. Dev Neurosci 2012; 34:354-65. [PMID: 23018452 DOI: 10.1159/000341919] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2012] [Accepted: 07/16/2012] [Indexed: 12/17/2022] Open
Abstract
Iron deficiency affects nearly 2 billion people worldwide, with pregnant women and young children being most severely impacted. Sustained anemia during the first year of life can cause cognitive, attention and motor deficits, which may persist despite iron supplementation. We conducted iTRAQ analyses on cerebrospinal fluid (CSF) from infant monkeys (Macaca mulatta) to identify differential protein expression associated with early iron deficiency. CSF was collected from 5 iron-sufficient and 8 iron-deficient anemic monkeys at weaning age (6-7 months) and again at 12-14 months. Despite consumption of iron-fortified food after weaning, which restored hematological indices into the normal range, expression of 5 proteins in the CSF remained altered. Most of the proteins identified are involved in neurite outgrowth, migration or synapse formation. The results reveal novel ways in which iron deficiency undermines brain growth and results in aberrant neuronal migration and connections. Taken together with gene expression data from rodent models of iron deficiency, we conclude that significant alterations in neuroconnectivity occur in the iron-deficient brain, which may persist even after resolution of the hematological anemia. The compromised brain infrastructure could account for observations of behavioral deficits in children during and after the period of anemia.
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Mass Spectrometry-based Proteomics and Peptidomics for Systems Biology and Biomarker Discovery. ACTA ACUST UNITED AC 2012; 7:313-335. [PMID: 24504115 DOI: 10.1007/s11515-012-1218-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The scientific community has shown great interest in the field of mass spectrometry-based proteomics and peptidomics for its applications in biology. Proteomics technologies have evolved to produce large datasets of proteins or peptides involved in various biological and disease progression processes producing testable hypothesis for complex biological questions. This review provides an introduction and insight to relevant topics in proteomics and peptidomics including biological material selection, sample preparation, separation techniques, peptide fragmentation, post-translation modifications, quantification, bioinformatics, and biomarker discovery and validation. In addition, current literature and remaining challenges and emerging technologies for proteomics and peptidomics are presented.
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Pottiez G, Wiederin J, Fox HS, Ciborowski P. Comparison of 4-plex to 8-plex iTRAQ quantitative measurements of proteins in human plasma samples. J Proteome Res 2012; 11:3774-81. [PMID: 22594965 PMCID: PMC3390908 DOI: 10.1021/pr300414z] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
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Methods for isobaric tagging of peptides, iTRAQ or TMT,
are commonly used platforms in mass spectrometry based quantitative
proteomics. These two methods are very often used to quantitate proteins
in complex samples, e.g., serum/plasma or CSF supporting biomarker
discovery studies. The success of these studies depends on multiple
factors, including the accuracy of ratios of reporter ions reflecting
quantitative changes of proteins. Because reporter ions are generated
during peptide fragmentation, the differences of chemical structure
of iTRAQ balance groups may have an effect on how efficiently these
groups are fragmented and thus how differences in protein expression
will be measured. Because 4-plex and 8-plex iTRAQ reagents do have
different structures of balanced groups, it has been postulated that
indeed differences in protein identification and quantitation exist
between these two reagents. In this study we controlled the ratios
of tagged samples and compared quantitation of proteins using 4-plex
versus 8-plex reagents in the context of a highly complex sample of
human plasma using ABSciex 4800 MALDI-TOF/TOF mass spectrometer and
ProteinPilot 4.0 software. We observed that 8-plex tagging provides
more consistent ratios than 4-plex without compromising protein identification,
thus allowing investigation of eight experimental conditions in one
analytical experiment.
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Affiliation(s)
- Gwenael Pottiez
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, Nebraska 68198-5800, USA
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Jagadish T, Pottiez G, Fox HS, Ciborowski P. Plasma gelsolin accumulates in macrophage nodules in brains of simian immunodeficiency virus infected rhesus macaques. J Neurovirol 2012; 18:113-9. [PMID: 22403026 PMCID: PMC3794665 DOI: 10.1007/s13365-012-0085-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2011] [Revised: 01/30/2012] [Accepted: 02/12/2012] [Indexed: 10/28/2022]
Abstract
Plasma gelsolin (pGSN), an isoform 1, is secreted by various types of cells in the central nervous system (CNS) and periphery, but not by the liver. pGSN circulates in blood and cerebrospinal fluid (CSF); however, its concentration in CSF is approximately twenty times lower than in plasma. It has been shown that several types of cells such as oligodendrocytes, neurons, and/or astrocytes contribute to the overall pool of pGSN in the CNS. Further, it has been postulated that pGSN plays multiple roles during microbial infection and modulates inflammatory responses; however, the exact mechanism of regulation is not known. We previously showed that levels of pGSN in CSF of individuals with advanced neurocognitive impairment due to HIV infection of the brain are decreased. Here, we show that macrophages express significant amounts of pGSN in response to HIV infection in vitro. Using immunohistochemistry of simian immunodeficiency virus infected rhesus monkey brains, we show that increased levels of pGSN are present in macrophage nodules creating locally a high level of this protein within the brain. This may not be reflected by the overall decreased level in the distinct CSF compartment.
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Affiliation(s)
- T Jagadish
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198-5800, USA
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Angel TE, Jacobs JM, Spudich SS, Gritsenko MA, Fuchs D, Liegler T, Zetterberg H, Camp DG, Price RW, Smith RD. The cerebrospinal fluid proteome in HIV infection: change associated with disease severity. Clin Proteomics 2012; 9:3. [PMID: 22433316 PMCID: PMC3353874 DOI: 10.1186/1559-0275-9-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2012] [Accepted: 03/20/2012] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Central nervous system (CNS) infection is a nearly universal feature of untreated systemic HIV infection with a clinical spectrum that ranges from chronic asymptomatic infection to severe cognitive and motor dysfunction. Analysis of cerebrospinal fluid (CSF) has played an important part in defining the character of this evolving infection and response to treatment. To further characterize CNS HIV infection and its effects, we applied advanced high-throughput proteomic methods to CSF to identify novel proteins and their changes with disease progression and treatment. RESULTS After establishing an accurate mass and time (AMT) tag database containing 23,141 AMT tags for CSF peptides, we analyzed 91 CSF samples by LC-MS from 12 HIV-uninfected and 14 HIV-infected subjects studied in the context of initiation of antiretroviral therapy and correlated abundances of identified proteins a) within and between subjects, b) with all other proteins across the entire sample set, and c) with "external" CSF biomarkers of infection (HIV RNA), immune activation (neopterin) and neural injury (neurofilament light chain protein, NFL). We identified a mean of 2,333 +/- 328 (SD) peptides covering 307 +/-16 proteins in the 91 CSF sample set. Protein abundances differed both between and within subjects sampled at different time points and readily separated those with and without HIV infection. Proteins also showed inter-correlations across the sample set that were associated with biologically relevant dynamic processes. One-hundred and fifty proteins showed correlations with the external biomarkers. For example, using a threshold of cross correlation coefficient (Pearson's) ≤ -0.3 and ≥0.3 for potentially meaningful relationships, a total of 99 proteins correlated with CSF neopterin (43 negative and 56 positive correlations) and related principally to neuronal plasticity and survival and to innate immunity. Pathway analysis defined several networks connecting the identified proteins, including one with amyloid precursor protein as a central node. CONCLUSIONS Advanced CSF proteomic analysis enabled the identification of an array of novel protein changes across the spectrum of CNS HIV infection and disease. This initial analysis clearly demonstrated the value of contemporary state-of-the-art proteomic CSF analysis as a discovery tool in HIV infection with likely similar application to other neurological inflammatory and degenerative diseases.
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Affiliation(s)
- Thomas E Angel
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA.
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Pottiez G, Jagadish T, Yu F, Letendre S, Ellis R, Duarte NA, Grant I, Gendelman HE, Fox HS, Ciborowski P. Plasma proteomic profiling in HIV-1 infected methamphetamine abusers. PLoS One 2012; 7:e31031. [PMID: 22359561 PMCID: PMC3281056 DOI: 10.1371/journal.pone.0031031] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2011] [Accepted: 12/29/2011] [Indexed: 12/21/2022] Open
Abstract
We wanted to determine whether methamphetamine use affects a subset of plasma proteins in HIV-infected persons. Plasma samples from two visits were identified for subjects from four groups: HIV+, ongoing, persistent METH use; HIV+, short-term METH abstinent; HIV+, long term METH abstinence; HIV negative, no history of METH use. Among 390 proteins identified, 28 showed significant changes in expression in the HIV+/persistent METH+ group over the two visits, which were not attributable to HIV itself. These proteins were involved in complement, coagulation pathways and oxidative stress. Continuous METH use is an unstable condition, altering levels of a number of plasma proteins.
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Affiliation(s)
- Gwenael Pottiez
- Department of Pharmacology and Experimental Neuroscience, Omaha, Nebraska, United States of America
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Shetty V, Jain P, Nickens Z, Sinnathamby G, Mehta A, Philip R. Investigation of plasma biomarkers in HIV-1/HCV mono- and coinfected individuals by multiplex iTRAQ quantitative proteomics. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2012; 15:705-17. [PMID: 21978398 DOI: 10.1089/omi.2011.0004] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
The analysis of plasma samples from HIV-1/HCV mono- and coinfected individuals by quantitative proteomics is an efficient strategy to investigate changes in protein abundances and to characterize the proteins that are the effectors of cellular functions involved in viral pathogenesis. In this study, the infected and healthy plasma samples (in triplicate) were treated with ProteoMiner beads to equalize protein concentrations and subjected to 4-plex iTRAQ labeling and liquid chromatography/mass spectrometry (LC-MS/MS) analysis. A total of 70 proteins were identified with high confidence in the triplicate analysis of plasma proteins and 65% of the proteins were found to be common among the three replicates. Apolipoproteins and complement proteins are the two major classes of proteins that exhibited differential regulation. The results of quantitative analysis revealed that APOA2, APOC2, APOE, C3, HRG proteins were upregulated in the plasma of all the three HIV-1 mono-, HCV mono-, and coinfected patient samples compared to healthy control samples. Ingenuity pathway analysis (IPA) of the upregulated proteins revealed that they are implicated in the hepatic lipid metabolism, inflammation, and acute-phase response signaling pathways. Thus, we identified several differentially regulated proteins in HIV-1/HCV mono and coinfected plasma samples that may be potential biomarkers for liver disease.
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Affiliation(s)
- Vivekananda Shetty
- Immunotope, Inc., Pennsylvania Biotechnology Center, Doylestown, Pennsylvania, USA
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Morales DM, Townsend RR, Malone JP, Ewersmann CA, Macy EM, Inder TE, Limbrick DD. Alterations in protein regulators of neurodevelopment in the cerebrospinal fluid of infants with posthemorrhagic hydrocephalus of prematurity. Mol Cell Proteomics 2011; 11:M111.011973. [PMID: 22186713 DOI: 10.1074/mcp.m111.011973] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Neurological outcomes of preterm infants with posthemorrhagic hydrocephalus are among the worst in newborn medicine. There remains no consensus regarding the diagnosis or treatment of posthemorrhagic hydrocephalus, and the pathological pathways leading to the adverse neurological sequelae are poorly understood. In the current study, we developed an innovative approach to simultaneously identify potential diagnostic markers of posthemorrhagic hydrocephalus and investigate novel pathways of posthemorrhagic hydrocephalus-related neurological disability. Tandem multi-affinity fractionation for specific removal of plasma proteins from the hemorrhagic cerebrospinal fluid samples was combined with high resolution label-free quantitative proteomics. Analysis of cerebrospinal fluid obtained from infants with posthemorrhagic hydrocephalus demonstrated marked differences in the levels of 438 proteins when compared with cerebrospinal fluid from age-matched control infants. Amyloid precursor protein, neural cell adhesion molecule-L1, neural cell adhesion molecule-1, brevican and other proteins with important roles in neurodevelopment showed profound elevations in posthemorrhagic hydrocephalus cerebrospinal fluid compared with control. Initiation of neurosurgical treatment of posthemorrhagic hydrocephalus resulted in resolution of these elevations. The results from this foundational study demonstrate the significant promise of tandem multi-affinity fractionation-proteomics in the identification and quantitation of protein mediators of neurodevelopment and neurological injury. More specifically, our results suggest that cerebrospinal fluid levels of proteins such as amyloid precursor protein or neural cell adhesion molecule-L1 should be investigated as potential diagnostic markers of posthemorrhagic hydrocephalus. Notably, dysregulation of the levels these and other proteins may directly affect ongoing neurodevelopmental processes in these preterm infants, providing an entirely new hypothesis for the developmental disability associated with posthemorrhagic hydrocephalus.
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Affiliation(s)
- Diego M Morales
- Department of Neurological Surgery, Washington University in Saint Louis School of Medicine, Saint Louis, Missouri 63110, USA.
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Kataria J, Rukmangadachar LA, Hariprasad G, O J, Tripathi M, Srinivasan A. Two dimensional difference gel electrophoresis analysis of cerebrospinal fluid in tuberculous meningitis patients. J Proteomics 2011; 74:2194-203. [DOI: 10.1016/j.jprot.2011.06.020] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2011] [Revised: 06/01/2011] [Accepted: 06/18/2011] [Indexed: 12/14/2022]
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Complement activation as a biomarker for Alzheimer's disease. Immunobiology 2011; 217:204-15. [PMID: 21856034 DOI: 10.1016/j.imbio.2011.07.023] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2011] [Revised: 06/22/2011] [Accepted: 07/18/2011] [Indexed: 01/31/2023]
Abstract
There is increasing evidence from genetic, immunohistochemical, proteomic and epidemiological studies as well as in model systems that complement activation has an important role in the pathogenesis of Alzheimer's disease (AD). The complement cascade is an essential element of the innate immune response. In the brain complement proteins are integral components of amyloid plaques and complement activation occurs at the earliest stage of the disease. The complement cascade has been implicated as a protective mechanism in the clearance of amyloid, and in a causal role through chronic activation of the inflammatory response. In this review we discuss the potential for complement activation to act as a biomarker for AD at several stages in the disease process. An accurate biomarker that has sufficient predictive, diagnostic and prognostic value would provide a significant opportunity to develop and test for effective novel therapies in the treatment of AD.
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Kraft-Terry S, Gerena Y, Wojna V, Plaud-Valentin M, Rodriguez Y, Ciborowski P, Mayo R, Skolasky R, Gendelman HE, Meléndez LM. Proteomic analyses of monocytes obtained from Hispanic women with HIV-associated dementia show depressed antioxidants. Proteomics Clin Appl 2011; 4:706-14. [PMID: 21137088 DOI: 10.1002/prca.201000010] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE Monocyte ingress into the brain during progressive human immunodeficiency virus (HIV-1) infection parallels the severity of cognitive impairments. Although activated monocyte phenotypes emerge in disease, the functional correlates of these cells remain unresolved. EXPERIMENTAL DESIGN To this end, we studied the proteome of blood-derived monocytes obtained from Hispanic women with the most severe form of HIV-associated neurocognitive disorders, HIV-associated dementia (HAD). Monocytes isolated from peripheral blood mononuclear cells by CD14+ immunoaffinity column chromatography were >95% pure. Cells were recovered from four patients without evidence of cognitive impairment and five with HAD and analyzed by 2-D DIGE and tandem MS. RESULTS Importantly, ADP ribosylhydrolase, myeloperoxidase, thioredoxin, peroxiredoxin 3, NADPH, and GTPase-activating protein were all downregulated in HAD. In regards to myeloperoxidase, thioredoxin, and peroxiredoxin 3, these changes were validated in an additional cohort of 30 patients by flow cytometry. CONCLUSIONS AND CLINICAL RELEVANCE We conclude that deficits in monocyte antioxidants lead to neuronal damage through the loss of hydrogen peroxide scavenging capabilities; thus exposing neurons to apoptosis-inducing factors. Altered monocyte functions therefore may contribute to the development and progression of cognitive impairment.
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Affiliation(s)
- Stephanie Kraft-Terry
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, USA
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Rhea JM, Diwan CA, Molinaro RJ. Mass spectrometry-coupled techniques for viral-related disease biomarker identification. Biomark Med 2011; 4:859-70. [PMID: 21133707 DOI: 10.2217/bmm.10.110] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The advent of high-resolution mass spectrometers coupled with proteomic techniques has facilitated the discovery and characterization of novel viral proteins and the detection of virus-induced changes in the cellular proteome. These advances have enabled a more comprehensive characterization of viral interactions involved in infection and pathogenesis, and allowed the discovery of viral biomarkers. This article focuses on the role of mass spectrometry proteomic techniques to identify and characterize both prospective and verified viral biomarkers, and their implications on the diagnosis of disease.
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Affiliation(s)
- Jeanne M Rhea
- Department of Pathology & Laboratory Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
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Meléndez LM, Colon K, Rivera L, Rodriguez-Franco E, Toro-Nieves D. Proteomic analysis of HIV-infected macrophages. J Neuroimmune Pharmacol 2011; 6:89-106. [PMID: 21153888 PMCID: PMC3028070 DOI: 10.1007/s11481-010-9253-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2010] [Accepted: 11/23/2010] [Indexed: 12/21/2022]
Abstract
Mononuclear phagocytes (monocytes, macrophages, and microglia) play an important role in innate immunity against pathogens including HIV. These cells are also important viral reservoirs in the central nervous system and secrete inflammatory mediators and toxins that affect the tissue environment and function of surrounding cells. In the era of antiretroviral therapy, there are fewer of these inflammatory mediators. Proteomic approaches including surface enhancement laser desorption ionization, one- and two-dimensional difference in gel electrophoresis, and liquid chromatography tandem mass spectrometry have been used to uncover the proteins produced by in vitro HIV-infected monocytes, macrophages, and microglia. These approaches have advanced the understanding of novel mechanisms for HIV replication and neuronal damage. They have also been used in tissue macrophages that restrict HIV replication to understand the mechanisms of restriction for future therapies. In this review, we summarize the proteomic studies on HIV-infected mononuclear phagocytes and discuss other recent proteomic approaches that are starting to be applied to this field. As proteomic instruments and methods evolve to become more sensitive and quantitative, future studies are likely to identify more proteins that can be targeted for diagnosis or therapy and to uncover novel disease mechanisms.
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Affiliation(s)
- Loyda M Meléndez
- Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico, San Juan 00935, Puerto Rico.
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