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Hu Z, Cinque P, Dravid A, Hagberg L, Yilmaz A, Zetterberg H, Fuchs D, Gostner J, Blennow K, Spudich SS, Kincer L, Zhou S, Joseph SB, Swanstrom R, Price RW, Gisslén M. Changes in cerebrospinal fluid proteins across the spectrum of untreated and treated chronic HIV-1 infection. PLoS Pathog 2024; 20:e1012470. [PMID: 39316609 PMCID: PMC11469498 DOI: 10.1371/journal.ppat.1012470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 10/11/2024] [Accepted: 08/01/2024] [Indexed: 09/26/2024] Open
Abstract
Using the Olink Explore 1536 platform, we measured 1,463 unique proteins in 303 cerebrospinal fluid (CSF) specimens from four clinical centers contributed by uninfected controls and 12 groups of people living with HIV-1 infection representing the spectrum of progressive untreated and treated chronic infection. We present three initial analyses of these measurements: an overview of the CSF protein features of the sample; correlations of the CSF proteins with CSF HIV-1 RNA and neurofilament light chain protein (NfL) concentrations; and comparison of CSF proteins in HIV-associated dementia (HAD) and neurosymptomatic CSF escape (NSE). These reveal a complex but coherent picture of CSF protein changes with highest concentrations of many proteins during CNS injury in the HAD and NSE groups and variable protein changes across the course of systemic HIV-1 progression that included two common patterns, designated as lymphoid and myeloid patterns, related to principal involvement of their underlying inflammatory cell lineages. Antiretroviral therapy reduced CSF protein perturbations, though not always to control levels. The dataset of these CSF protein measurements, along with background clinical information, is posted online. Extended studies of this unique dataset will supplement this report to provide more detailed characterization of the dynamic impact of HIV-1 infection on the CSF proteome across the spectrum of HIV-1 infection, advancing the mechanistic understanding of HIV-1-related CNS pathobiology.
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Affiliation(s)
- Zicheng Hu
- Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, United States of America
| | - Paola Cinque
- Unit of Neurovirology, San Raffaele Hospital, Milan, Italy
- Unit of Infectious Diseases, San Raffaele Hospital, Milan, Italy
| | - Ameet Dravid
- HIV Medicine and Infectious Diseases, Poona Hospital and Research Centre, Pune, India
- Noble Hospital and Research Centre, Pune, India
- Ruby Hall Clinic, Pune, India
| | - Lars Hagberg
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Region Västra Götaland, Sahlgrenska University Hospital, Department of Infectious Diseases, Gothenburg, Sweden
| | - Aylin Yilmaz
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Region Västra Götaland, Sahlgrenska University Hospital, Department of Infectious Diseases, Gothenburg, Sweden
| | - Henrik Zetterberg
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
- UK Dementia Research Institute at UCL, London, United Kingdom
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer’s Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Dietmar Fuchs
- Institute of Medical Biological Chemistry, Innsbruck Medical University, Innsbruck, Austria
| | - Johanna Gostner
- Institute of Medical Biological Chemistry, Innsbruck Medical University, Innsbruck, Austria
| | - Kaj Blennow
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Serena S. Spudich
- Department of Neurology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Laura Kincer
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Shuntai Zhou
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Sarah Beth Joseph
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
- UNC HIV Cure Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Ronald Swanstrom
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
- UNC Center for AIDS Research, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Richard W. Price
- Department of Neurology, University of California San Francisco, San Francisco, California, United States of America
| | - Magnus Gisslén
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Region Västra Götaland, Sahlgrenska University Hospital, Department of Infectious Diseases, Gothenburg, Sweden
- Public Health Agency of Sweden, Solna, Sweden
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Hu Z, Cinque P, Dravid A, Hagberg L, Yilmaz A, Zetterberg H, Fuchs D, Gostner J, Blennow K, Spudich SS, Kincer L, Zhou S, Joseph S, Swanstrom R, Price RW, Gisslén M. Changes in Cerebrospinal Fluid Proteins across the Spectrum of Untreated and Treated Chronic HIV-1 Infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.03.592451. [PMID: 38746436 PMCID: PMC11092784 DOI: 10.1101/2024.05.03.592451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Using the Olink Explore 1536 platform, we measured 1,463 unique proteins in 303 cerebrospinal fluid (CSF) specimens from four clinical centers that included uninfected controls and 12 groups of people living with HIV-1 infection representing the spectrum of progressive untreated and treated chronic infection. We present three initial analyses of these measurements: an overview of the CSF protein features of the sample; correlations of the CSF proteins with CSF HIV-1 RNA and neurofilament light chain protein (NfL) concentrations; and comparison of the CSF proteins in HIV-associated dementia ( HAD ) and neurosymptomatic CSF escape ( NSE ). These reveal a complex but coherent picture of CSF protein changes that includes highest concentrations of many proteins during CNS injury in the HAD and NSE groups and variable protein changes across the course of neuroasymptomatic systemic HIV-1 progression, including two common patterns, designated as lymphoid and myeloid patterns, related to the principal involvement of their underlying inflammatory cell lineages. Antiretroviral therapy reduced CSF protein perturbations, though not always to control levels. The dataset of these CSF protein measurements, along with background clinical information, is posted online. Extended studies of this unique dataset will provide more detailed characterization of the dynamic impact of HIV-1 infection on the CSF proteome across the spectrum of HIV-1 infection, and further the mechanistic understanding of HIV-1-related CNS pathobiology.
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Mudra Rakshasa-Loots A, Naidoo S, Hamana T, Fanqa B, van Wyhe KS, Lindani F, van der Kouwe AJW, Glashoff R, Kruger S, Robertson F, Cox SR, Meintjes EM, Laughton B. Multi-modal analysis of inflammation as a potential mediator of depressive symptoms in young people with HIV: The GOLD depression study. PLoS One 2024; 19:e0298787. [PMID: 38386679 PMCID: PMC10883559 DOI: 10.1371/journal.pone.0298787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 01/30/2024] [Indexed: 02/24/2024] Open
Abstract
People living with HIV are at three times greater risk for depressive symptoms. Inflammation is a notable predictor of depression, and people with HIV exhibit chronic inflammation despite antiretroviral therapy. We hypothesised that inflammatory biomarkers may mediate the association between HIV status and depressive symptoms. Participants (N = 60, 53% girls, median [interquartile range (IQR)] age 15.5 [15.0, 16.0] years, 70% living with HIV, of whom 90.5% were virally-suppressed) completed the nine-item Patient Health Questionnaire (PHQ-9). We measured choline and myo-inositol in basal ganglia, midfrontal gray matter, and peritrigonal white matter using magnetic resonance spectroscopy, and 16 inflammatory proteins in blood serum using ELISA and Luminex™ multiplex immunoassays. Using structural equation mediation modelling, we calculated standardised indirect effect estimates with 95% confidence intervals. Median [IQR] total PHQ-9 score was 3 [0, 7]. HIV status was significantly associated with total PHQ-9 score (B = 3.32, p = 0.022). Participants with HIV showed a higher choline-to-creatine ratio in the basal ganglia than those without HIV (β = 0.86, pFDR = 0.035). In blood serum, participants with HIV showed higher monocyte chemoattractant protein-1 (MCP-1, β = 0.59, pFDR = 0.040), higher chitinase-3 like-1 (YKL-40, β = 0.73, pFDR = 0.032), and lower interleukin-1beta (IL-1β, β = -0.67, pFDR = 0.047) than those without HIV. There were no significant associations of any biomarkers with total PHQ-9 score. None of the indirect effects were significant, mediating <13.1% of the association. Findings remained consistent when accounting for age, gender, and time between neuroimaging and PHQ-9 administration. Using a robust analytical approach in a community-based sample, we have shown that participants living with HIV reported greater depressive symptoms than those without HIV, but we did not find that neuroimaging and blood biomarkers of inflammation significantly mediated this association. Further studies with participants experiencing severe depression may help to elucidate the links between HIV, inflammation, and depression.
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Affiliation(s)
- Arish Mudra Rakshasa-Loots
- Family Centre for Research with Ubuntu (FAMCRU), Tygerberg Hospital, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
- Edinburgh Neuroscience, School of Biomedical Sciences, The University of Edinburgh, Edinburgh, United Kingdom
| | - Shalena Naidoo
- Family Centre for Research with Ubuntu (FAMCRU), Tygerberg Hospital, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Thandi Hamana
- Family Centre for Research with Ubuntu (FAMCRU), Tygerberg Hospital, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
- Division of Biomedical Engineering, Biomedical Engineering Research Centre, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Busiswa Fanqa
- Family Centre for Research with Ubuntu (FAMCRU), Tygerberg Hospital, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Kaylee S. van Wyhe
- Family Centre for Research with Ubuntu (FAMCRU), Tygerberg Hospital, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
- ACSENT Lab, Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - Filicity Lindani
- Family Centre for Research with Ubuntu (FAMCRU), Tygerberg Hospital, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Andre J. W. van der Kouwe
- Division of Biomedical Engineering, Biomedical Engineering Research Centre, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- A.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, United States of America
- Department of Radiology, Harvard Medical School, Boston, MA, United States of America
| | - Richard Glashoff
- Division of Medical Microbiology, Stellenbosch University, Cape Town, South Africa
- National Health Laboratory Service (NHLS), Tygerberg Business Unit, Cape Town, South Africa
| | - Sharon Kruger
- Family Centre for Research with Ubuntu (FAMCRU), Tygerberg Hospital, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Frances Robertson
- Division of Biomedical Engineering, Biomedical Engineering Research Centre, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Neuroscience Institute, University of Cape Town, Cape Town, South Africa
- Cape Universities Body Imaging Centre, Cape Town, South Africa
| | - Simon R. Cox
- Lothian Birth Cohorts group, Department of Psychology, The University of Edinburgh, Edinburgh, United Kingdom
| | - Ernesta M. Meintjes
- Division of Biomedical Engineering, Biomedical Engineering Research Centre, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Neuroscience Institute, University of Cape Town, Cape Town, South Africa
- Cape Universities Body Imaging Centre, Cape Town, South Africa
| | - Barbara Laughton
- Family Centre for Research with Ubuntu (FAMCRU), Tygerberg Hospital, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
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Guha D, Misra V, Yin J, Horiguchi M, Uno H, Gabuzda D. Vascular injury markers associated with cognitive impairment in people with HIV on suppressive antiretroviral therapy. AIDS 2023; 37:2137-2147. [PMID: 37503603 PMCID: PMC10615701 DOI: 10.1097/qad.0000000000003675] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
OBJECTIVE Human immunodeficiency virus (HIV)-associated neurocognitive disorders (HAND) remain prevalent despite viral suppression on antiretroviral therapy (ART). Vascular disease contributes to HAND, but peripheral markers that distinguish vascular cognitive impairment (VCI) from HIV-related etiologies remain unclear. DESIGN Cross-sectional study of vascular injury, inflammation, and central nervous system (CNS) injury markers in relation to HAND. METHODS Vascular injury (VCAM-1, ICAM-1, CRP), inflammation (IFN-γ, IL-1β, IL-6, IL-8, IL-15, IP-10, MCP-1, VEGF-A), and CNS injury (NFL, total Tau, GFAP, YKL-40) markers were measured in plasma and CSF from 248 individuals (143 HIV+ on suppressive ART and 105 HIV- controls). RESULTS Median age was 53 years, median CD4 + cell count, and duration of HIV infection were 505 cells/μl and 16 years, respectively. Vascular injury, inflammation, and CNS injury markers were increased in HIV+ compared with HIV- individuals ( P < 0.05). HAND was associated with increased plasma VCAM-1, ICAM-1, and YKL-40 ( P < 0.01) and vascular disease ( P = 0.004). In contrast, inflammation markers had no significant association with HAND. Vascular injury markers were associated with lower neurocognitive T scores in age-adjusted models ( P < 0.01). Furthermore, plasma VCAM-1 correlated with NFL ( r = 0.29, P = 0.003). Biomarker clustering separated HAND into three clusters: two clusters with high prevalence of vascular disease, elevated VCAM-1 and NFL, and distinctive inflammation profiles (CRP/ICAM-1/YKL-40 or IL-6/IL-8/IL-15/MCP-1), and one cluster with no distinctive biomarker elevations. CONCLUSIONS Vascular injury markers are more closely related to HAND and CNS injury in PWH on suppressive ART than inflammation markers and may help to distinguish relative contributions of VCI to HAND.
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Affiliation(s)
| | - Vikas Misra
- Department of Cancer Immunology and Virology
| | - Jun Yin
- Department of Cancer Immunology and Virology
| | - Miki Horiguchi
- Department of Data Science, Dana-Farber Cancer Institute
| | - Hajime Uno
- Department of Data Science, Dana-Farber Cancer Institute
| | - Dana Gabuzda
- Department of Cancer Immunology and Virology
- Department of Neurology, Harvard Medical School, Boston, Massachusetts, USA
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Guha D, Misra V, Yin J, Gabuzda D. CSF Inflammation Markers Associated with Asymptomatic Viral Escape in Cerebrospinal Fluid of HIV-Positive Individuals on Antiretroviral Therapy. Viruses 2023; 15:1829. [PMID: 37766236 PMCID: PMC10534549 DOI: 10.3390/v15091829] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 08/27/2023] [Accepted: 08/28/2023] [Indexed: 09/29/2023] Open
Abstract
HIV establishes a viral reservoir in the CNS despite viral suppression in the blood on antiretroviral therapy (ART). In a minority of people with HIV (PWH), HIV RNA is detectable in CSF when HIV RNA in plasma is undetectable or HIV RNA levels are higher in CSF compared with plasma, an event termed CSF viral escape that can occur with or without neurological symptoms. Asymptomatic CSF viral escape occurs in 3-20% of PWH on ART, yet associated biomarkers are unclear. To identify biomarkers associated with asymptomatic CSF viral escape, we performed a matched group study of PWH on ART with vs. without CSF viral escape (n = 10 and n = 60, respectively, matched for age, duration of HIV infection, nadir CD4 count, and ART regimen) and 50 HIV-negative controls. PWH were on 3 or more ART drugs for >1 year, and the group with no CSF viral escape was suppressed below 50 copies/mL in plasma and CSF. Biomarkers of inflammation (IFN-γ, IL-1β, IL-6, IL-8, IL-15, IP-10, MCP-1, VEGF), cell adhesion (ICAM-1, VCAM-1), CNS injury (NFL), and glial activation (GFAP, YKL-40) were measured in paired plasma and CSF using the Meso Scale Discovery platform. PWH with vs. without CSF viral escape had more individuals (40%) with a plasma viral load (VL) > 50 copies/mL, higher CSF VL (median 156 vs. 40 copies/mL; p < 0.0001), lower CD4 count (318 vs. 512; p = 0.045), and higher CSF WBC (median [IQR] 4 [0-22] vs. 2 [0-4] cells/µL; p = 0.15) but similar proportions with HIV-associated neurocognitive disorders (HAND) (50% vs. 47%). CSF viral escape was associated with increased IL-1β, IFN-γ, IP-10, ICAM-1, and VCAM-1 in CSF but not plasma; IP-10 had the strongest association (p = 0.0008). CSF VL and WBC correlated with IFN-γ, IP-10, ICAM-1, and VCAM-1 (p < 0.05). Although markers of CNS injury showed no significant association with asymptomatic CSF viral escape, CSF YKL-40 correlated positively with CSF IL-1β (p = 0.003), IFN-γ (p = 0.0008), IP-10 (p < 0.0001), and NFL (p = 0.06) and negatively with neurocognitive T scores (p = 0.02). These findings identify CSF inflammation and glial activation markers that may serve as surrogate measures of HIV persistence in the CNS for future studies on therapeutics targeting the CNS reservoir.
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Affiliation(s)
- Debjani Guha
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Vikas Misra
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Jun Yin
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Dana Gabuzda
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Neurology, Harvard Medical School, Boston, MA 02115, USA
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Guha D, Misra V, Yin J, Horiguchi M, Uno H, Gabuzda D. Vascular injury markers associated with cognitive impairment in people with HIV on suppressive antiretroviral therapy. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.07.23.23293053. [PMID: 37546734 PMCID: PMC10402231 DOI: 10.1101/2023.07.23.23293053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Objective Human immunodeficiency virus (HIV)-associated neurocognitive disorders (HAND) remain prevalent despite viral suppression on antiretroviral therapy (ART). Vascular disease contributes to HAND, but peripheral markers that distinguish vascular cognitive impairment (VCI) from HIV-related etiologies remain unclear. Design Cross-sectional study of vascular injury, inflammation, and central nervous system (CNS) injury markers in relation to HAND. Methods Vascular injury (VCAM-1, ICAM-1, CRP), inflammation (IFN-γ, IL-1β, IL-6, IL-8, IL-15, IP-10, MCP-1, VEGF-A), and CNS injury (NFL, total Tau, GFAP, YKL-40) markers were measured in plasma and CSF from 248 individuals (143 HIV+ on suppressive ART and 105 HIV- controls). Results Median age was 53 years, median CD4 count, and duration of HIV infection were 505 cells/μl and 16 years, respectively. Vascular injury, inflammation, and CNS injury markers were increased in HIV+ compared with HIV- individuals (p<0.05). HAND was associated with increased plasma VCAM-1, ICAM-1, and YKL-40 (p<0.01) and vascular disease (p=0.004). In contrast, inflammation markers had no significant association with HAND. Vascular injury markers were associated with lower neurocognitive T scores in age-adjusted models (p<0.01). Furthermore, plasma VCAM-1 correlated with NFL (r=0.29, p=0.003). Biomarker clustering separated HAND into three clusters: two clusters with high prevalence of vascular disease, elevated VCAM-1 and NFL, and distinctive inflammation profiles (CRP/ICAM-1/YKL-40 or IL-6/IL-8/IL-15/MCP-1), and one cluster with no distinctive biomarker elevations. Conclusions Vascular injury markers are more closely related to HAND and CNS injury in PWH on suppressive ART than inflammation markers and may help to distinguish relative contributions of VCI to HAND.
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Affiliation(s)
- Debjani Guha
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Vikas Misra
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Jun Yin
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Miki Horiguchi
- Department of Data Science, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Hajime Uno
- Department of Data Science, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Dana Gabuzda
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
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Ecarnot F, Boccardi V, Calcagno A, Franceschi C, Fülop T, Itzhaki RF, Michel JP, Panza F, Rainero I, Solfrizzi V, Ticinesi A, Veronese N, Maggi S. Dementia, infections and vaccines: 30 years of controversy. Aging Clin Exp Res 2023; 35:1145-1160. [PMID: 37160649 PMCID: PMC10169152 DOI: 10.1007/s40520-023-02409-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 03/21/2023] [Indexed: 05/11/2023]
Abstract
This paper reports the proceedings of a virtual meeting convened by the European Interdisciplinary Council on Ageing (EICA), to discuss the involvement of infectious disorders in the pathogenesis of dementia and neurological disorders leading to dementia. We recap how our view of the infectious etiology of dementia has changed over the last 30 years in light of emerging evidence, and we present evidence in support of the implication of infection in dementia, notably Alzheimer's disease (AD). The bacteria and viruses thought to be responsible for neuroinflammation and neurological damage are reviewed. We then review the genetic basis for neuroinflammation and dementia, highlighting the genes that are currently the focus of investigation as potential targets for therapy. Next, we describe the antimicrobial hypothesis of dementia, notably the intriguing possibility that amyloid beta may itself possess antimicrobial properties. We further describe the clinical relevance of the gut-brain axis in dementia, the mechanisms by which infection can move from the intestine to the brain, and recent findings regarding dysbiosis patterns in patients with AD. We review the involvement of specific pathogens in neurological disorders, i.e. SARS-CoV-2, human immunodeficiency virus (HIV), herpes simplex virus type 1 (HSV1), and influenza. Finally, we look at the role of vaccination to prevent dementia. In conclusion, there is a large body of evidence supporting the involvement of various infectious pathogens in the pathogenesis of dementia, but large-scale studies with long-term follow-up are needed to elucidate the role that infection may play, especially before subclinical or clinical disease is present.
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Affiliation(s)
- Fiona Ecarnot
- EA3920, University of Franche-Comté, 25000, Besancon, France
- Department of Cardiology, University Hospital Besancon, 3-8 Boulevard Fleming, 25000, Besancon, France
| | - Virginia Boccardi
- Institute of Gerontology and Geriatrics, Department of Medicine and Surgery, University of Perugia, Santa Maria Della Misericordia Hospital, Piazzale Gambuli 1, 06132, Perugia, Italy
| | - Andrea Calcagno
- Unit of Infectious Diseases, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Claudio Franceschi
- Laboratory of Systems Medicine of Healthy Aging, Institute of Biology and Biomedicine and Institute of Information Technology, Mathematics and Mechanics, Department of Applied Mathematics, N. I. Lobachevsky State University, Nizhny Novgorod, Russia
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Tamas Fülop
- Department of Medicine, Geriatrics Division, Research Center on Aging, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, QC, J1H 5N4, Canada
| | - Ruth F Itzhaki
- Institute of Population Ageing, University of Oxford and Faculty of Life Sciences, University of Manchester, Manchester, UK
| | | | - Francesco Panza
- Unit of Research Methodology and Data Sciences for Population Health, National Institute of Gastroenterology "Saverio de Bellis", Research Hospital, Castellana Grotte, Bari, Italy
- Dipartimento Interdisciplinare di Medicina, Clinica Medica e Geriatria "Cesare Frugoni", University of Bari Aldo Moro, Bari, Italy
| | - Innocenzo Rainero
- Dementia Center, Department of Neuroscience "Rita Levi Montalcini", University of Torino, Turin, Italy
| | - Vincenzo Solfrizzi
- Dipartimento Interdisciplinare di Medicina, Clinica Medica e Geriatria "Cesare Frugoni", University of Bari Aldo Moro, Bari, Italy
| | - Andrea Ticinesi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Nicola Veronese
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy.
| | - Stefania Maggi
- National Research Council, Neuroscience Institute, Aging Branch, Padua, Italy
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Carlander C, Brännström J, Månsson F, Elvstam O, Albinsson P, Blom S, Mattsson L, Hovmöller S, Norrgren H, Mellgren Å, Svedhem V, Gisslén M, Sönnerborg A. Cohort profile: InfCareHIV, a prospective registry-based cohort study of people with diagnosed HIV in Sweden. BMJ Open 2023; 13:e069688. [PMID: 36931676 PMCID: PMC10030896 DOI: 10.1136/bmjopen-2022-069688] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/19/2023] Open
Abstract
PURPOSE The Swedish InfCareHIV cohort was established in 2003 to ensure equal and effective care of people living with HIV (PLHIV) and enable long-term follow-up. InfCareHIV functions equally as a decision support system as a quality registry, ensuring up-to-date data reported in real time. PARTICIPANTS InfCareHIV includes data on >99% of all people with diagnosed HIV in Sweden and up to now 13 029 have been included in the cohort. InfCareHIV includes data on HIV-related biomarkers and antiretroviral therapies (ART) and also on demographics, patient-reported outcome measures and patient-reported experience measures. FINDINGS TO DATE Sweden was in 2015 the first country to reach the UNAIDS (United Nations Programme on HIV/AIDS)/WHO's 90-90-90 goals. Late diagnosis of HIV infection was identified as a key problem in the Swedish HIV-epidemic, and low-level HIV viraemia while on ART associated with all-cause mortality. Increased HIV RNA load in the cerebrospinal fluid (CSF) despite suppression of the plasma viral load was found in 5% of PLHIV, a phenomenon referred to as 'CSF viral escape'. Dolutegravir-based treatment in PLHIV with pre-existing nucleoside reverse transcriptase inhibitor-mutations was non-inferior to protease inhibitor-based regimens. An increase of transmitted drug resistance was observed in the InfCareHIV cohort. Lower efficacy for protease inhibitors was not due to lower adherence to treatment. Incidence of type 2 diabetes and insulin resistance was high in the ageing HIV population. Despite ART, the risk of infection-related cancer as well as lung cancer was increased in PLHIV compared with HIV-negative. PLHIV were less likely successfully treated for cervical precancer and more likely to have human papillomavirus types not included in current HPV vaccines. Self-reported sexual satisfaction in PLHIV is improving and is higher in women than men. FUTURE PLANS InfCareHIV provides a unique base to study and further improve long-term treatment outcomes, comorbidity management and health-related quality of life in people with HIV in Sweden.
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Affiliation(s)
- Christina Carlander
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine Huddinge, Karolinska Institute, Stockholm, Sweden
| | - Johanna Brännström
- Department of Medicine Huddinge, Karolinska Institute, Stockholm, Sweden
- Department of Infectious Diseases/Venhälsan, Södersjukhuset, Stockholm, Sweden
| | - Fredrik Månsson
- Department of Clinical Sciences, Lund University, Infectious Diseases Research Unit, Malmo, Sweden
| | - Olof Elvstam
- Department of Translational Medicine, Lund University, Lund, Sweden
- Department of Infectious Diseases, Växjö Central Hospital, Växjö, Sweden
| | - Pernilla Albinsson
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
| | | | - Lena Mattsson
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - Sanne Hovmöller
- Department of Infectious Diseases, Sunderby Hospital, Lulea, Sweden
| | - Hans Norrgren
- Department of Clinical Sciences, Lund University Faculty of Science, Lund, Sweden
| | - Åsa Mellgren
- Department of Infectious Diseases, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Veronica Svedhem
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine Huddinge, Karolinska Institute, Stockholm, Sweden
| | - Magnus Gisslén
- Department of Infectious Diseases, Institute of Biomedicine, University of Gothenburg Sahlgrenska Academy, Gothenburg, Sweden
- Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenbrug, Sweden
| | - Anders Sönnerborg
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine Huddinge, Karolinska Institute, Stockholm, Sweden
- Department of Laboratory Medicine, Karolinska Institute, Stockholm, Sweden
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9
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Edén A, Rydberg F, Yilmaz A, Hagberg L, Gostner J, Nilsson S, Fuchs D, Gisslén M. Residual Central Nervous System Immune Activation Is Not Prevented by Antiretroviral Therapy Initiated During Early Chronic HIV Infection. Open Forum Infect Dis 2023; 10:ofad064. [PMID: 36861089 PMCID: PMC9969734 DOI: 10.1093/ofid/ofad064] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 02/06/2023] [Indexed: 02/11/2023] Open
Abstract
Background Antiretroviral therapy (ART) initiated during acute infection can potentially impact the central nervous system (CNS) reservoir, but the differential long-term effects of ART initiation during early or late chronic infection are unknown. Methods We included neuroasymptomatic people with human immunodeficiency virus (HIV) with suppressive ART initiated during chronic (>1 year since transmission) HIV with archived cerebrospinal fluid (CSF) and serum samples after 1 and/or ≥3 years of ART from a cohort study. CSF and serum neopterin was measured using a commercial immunoassay (BRAHMS, Germany). Results In total, 185 people with HIV (median, 79 [interquartile range, 55-128] months on ART) were included. A significant inverse correlation was found between CD4+ T-cell count and CSF neopterin only at baseline (r = -0.28, P = .002), but not after 1 (r = -0.026, P = .8) or ≥3 (r -0.063, P = .5) years of ART. No significant differences were seen in CSF or serum neopterin concentrations between different pretreatment CD4+ T-cell strata after 1 or ≥3 (median, 6.6) years of ART. Conclusions In people with HIV initiating ART during chronic infection, occurrence of residual CNS immune activation was not correlated with pretreatment immune status, even when treatment was initiated at high CD4+ T-cell counts, suggesting that the CNS reservoir, once established, is not differentially affected by the timing of ART initiation during chronic infection.
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Affiliation(s)
- Arvid Edén
- Correspondence: Arvid Edén, MD, PhD, Department of Infectious Diseases, Sahlgrenska University Hospital/Ostra, Journalvagen 10, SE-416 50, Gothenburg, Sweden ()
| | - Frida Rydberg
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden,Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Aylin Yilmaz
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden,Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Lars Hagberg
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden,Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Johanna Gostner
- Division of Biological Chemistry, Biocenter, Innsbruck Medical University, Innsbruck, Austria
| | - Staffan Nilsson
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Dietmar Fuchs
- Division of Biological Chemistry, Biocenter, Innsbruck Medical University, Innsbruck, Austria
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10
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Characterization of Macrophage-Tropic HIV-1 Infection of Central Nervous System Cells and the Influence of Inflammation. J Virol 2022; 96:e0095722. [PMID: 35975998 PMCID: PMC9472603 DOI: 10.1128/jvi.00957-22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
HIV-1 infection within the central nervous system (CNS) includes evolution of the virus, damaging inflammatory cascades, and the involvement of multiple cell types; however, our understanding of how Env tropism and inflammation can influence CNS infectivity is incomplete. In this study, we utilize macrophage-tropic and T cell-tropic HIV-1 Env proteins to establish accurate infection profiles for multiple CNS cells under basal and interferon alpha (IFN-α) or lipopolysaccharide (LPS)-induced inflammatory states. We found that macrophage-tropic viruses confer entry advantages in primary myeloid cells, including monocyte-derived macrophage, microglia, and induced pluripotent stem cell (iPSC)-derived microglia. However, neither macrophage-tropic or T cell-tropic HIV-1 Env proteins could mediate infection of astrocytes or neurons, and infection was not potentiated by induction of an inflammatory state in these cells. Additionally, we found that IFN-α and LPS restricted replication in myeloid cells, and IFN-α treatment prior to infection with vesicular stomatitis virus G protein (VSV G) Envs resulted in a conserved antiviral response across all CNS cell types. Further, using RNA sequencing (RNA-seq), we found that only myeloid cells express HIV-1 entry receptor/coreceptor transcripts at a significant level and that these transcripts in select cell types responded only modestly to inflammatory signals. We profiled the transcriptional response of multiple CNS cells to inflammation and found 57 IFN-induced genes that were differentially expressed across all cell types. Taken together, these data focus attention on the cells in the CNS that are truly permissive to HIV-1, further highlight the role of HIV-1 Env evolution in mediating infection in the CNS, and point to limitations in using model cell types versus primary cells to explore features of virus-host interaction. IMPORTANCE The major feature of HIV-1 pathogenesis is the induction of an immunodeficient state in the face of an enhanced state of inflammation. However, for many of those infected, there can be an impact on the central nervous system (CNS) resulting in a wide range of neurocognitive defects. Here, we use a highly sensitive and quantitative assay for viral infectivity to explore primary and model cell types of the brain for their susceptibility to infection using viral entry proteins derived from the CNS. In addition, we examine the ability of an inflammatory state to alter infectivity of these cells. We find that myeloid cells are the only cell types in the CNS that can be infected and that induction of an inflammatory state negatively impacts viral infection across all cell types.
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11
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West Nile Virus Neuroinfection in Humans: Peripheral Biomarkers of Neuroinflammation and Neuronal Damage. Viruses 2022; 14:v14040756. [PMID: 35458486 PMCID: PMC9027124 DOI: 10.3390/v14040756] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 03/31/2022] [Accepted: 04/01/2022] [Indexed: 01/27/2023] Open
Abstract
Among emerging arthropod-borne viruses (arbovirus), West Nile virus (WNV) is a flavivirus that can be associated with severe neuroinvasive infections in humans. In 2018, the European WNV epidemic resulted in over 2000 cases, representing the most important arboviral epidemic in the European continent. Characterization of inflammation and neuronal biomarkers released during WNV infection, especially in the context of neuronal impairments, could provide insight into the development of predictive tools that could be beneficial for patient outcomes. We first analyzed the inflammatory signature in the serum of WNV-infected mice and found increased concentrations of several inflammatory cytokines. We next analyzed serum and cerebrospinal-fluid (CSF) samples from a cohort of patients infected by WNV between 2018 and 2019 in Hungary to quantify a large panel of inflammatory cytokines and neurological factors. We found higher levels of inflammatory cytokines (e.g., IL4, IL6, and IL10) and neuronal factors (e.g., BDNF, GFAP, MIF, TDP-43) in the sera of WNV-infected patients with neuroinvasive disease. Furthermore, the serum inflammatory profile of these patients persisted for several weeks after initial infection, potentially leading to long-term sequelae and having a deleterious effect on brain neurovasculature. This work suggests that early signs of increased serum concentrations of inflammatory cytokines and neuronal factors could be a signature underlying the development of severe neurological impairments. Biomarkers could play an important role in patient monitoring to improve care and prevent undesirable outcomes.
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12
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Anesten B, Zetterberg H, Nilsson S, Brew BJ, Fuchs D, Price RW, Gisslén M, Yilmaz A. Effect of antiretroviral treatment on blood-brain barrier integrity in HIV-1 infection. BMC Neurol 2021; 21:494. [PMID: 34937542 PMCID: PMC8693475 DOI: 10.1186/s12883-021-02527-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 12/13/2021] [Indexed: 12/16/2022] Open
Abstract
Background Blood-brain barrier (BBB) injury is prevalent in patients with HIV-associated dementia (HAD) and is a frequent feature of HIV encephalitis. Signs of BBB damage are also sometimes found in neuroasymptomatic HIV-infected individuals without antiretroviral therapy (ART). The aim of this study was to investigate the integrity of the BBB before and after initiation of ART in both neuroasymptomatic HIV infection and in patients with HAD. Methods We determined BBB integrity by measuring cerebrospinal fluid (CSF)/plasma albumin ratios in archived CSF samples prior to and after initiation of ART in longitudinally-followed neuroasymptomatic HIV-1-infected individuals and patients with HAD. We also analyzed HIV RNA in blood and CSF, IgG Index, CSF WBC counts, and CSF concentrations of β2-micoglobulin, neopterin, and neurofilament light chain protein (NfL). Results We included 159 HIV-infected participants; 82 neuroasymptomatic individuals and 77 with HAD. All neuroasymptomatic individuals (82/82), and 10/77 individuals with HAD, were longitudinally followed with a median (interquartile range, IQR) follow-up of 758 (230–1752) days for the neuroasymptomatic individuals, and a median (IQR) follow-up of 241 (50–994) days for the individuals with HAD. Twelve percent (10/82) of the neuroasymptomatic individuals and 80% (8/10) of the longitudinally-followed individuals with HAD had elevated albumin ratios at baseline. At the last follow-up, 9% (7/82) of the neuroasymptomatic individuals and 20% (2/10) of the individuals with HAD had elevated albumin ratios. ART significantly decreased albumin ratios in both neuroasymptomatic individuals and in patients with HAD. Conclusion These findings indicate that ART improves and possibly normalizes BBB integrity in both neuroasymptomatic HIV-infected individuals and in patients with HAD.
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Affiliation(s)
- Birgitta Anesten
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, SE-415 50, Gothenburg, Sweden. .,Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden.
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK.,UK Dementia Research Institute at UCL, London, UK.,Hong Kong Center for Neurodegenerative Disease, Hong Kong, China
| | - Staffan Nilsson
- Mathematical Sciences, Chalmers University of Technology, Gothenburg, Sweden
| | - Bruce J Brew
- Department of Neurology, St.Vincent's Hospital, Sydney, NSW, Australia.,Department of HIV Medicine and Peter Duncan Neurosciences Unit, St Vincent's Centre for Applied Medical Research, St. Vincent's Hospital, Sydney, NSW, Australia
| | - Dietmar Fuchs
- Division of Biological Chemistry, Biocenter, Innsbruck Medical University, Innsbruck, Austria
| | - Richard W Price
- Department of Neurology, University of California San Francisco, San Francisco, California, USA
| | - Magnus Gisslén
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, SE-415 50, Gothenburg, Sweden.,Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Aylin Yilmaz
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, SE-415 50, Gothenburg, Sweden.,Department of Infectious Diseases, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
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13
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Dönder A, Özdemir HH. Serum YKL-40 levels in patients with multiple sclerosis. ARQUIVOS DE NEURO-PSIQUIATRIA 2021; 79:795-798. [PMID: 34669813 DOI: 10.1590/0004-282x-anp-2020-0326] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 10/15/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND Multiple sclerosis (MS) is a chronic inflammatory disease affecting the central nervous system. The YKL-40 protein, which is secreted from various cells that contribute to inflammation and infection, plays a role in immune regulation. OBJECTIVE This study investigated the serum YKL-40 levels of patients with clinically isolated syndrome (CIS) and MS. METHODS The participants was divided into three groups: 1) patients with CIS (n = 20); 2) patients with relapsing-remitting MS (RRMS; n = 39); and 3) healthy individuals (n = 35). The YKL-40 levels in serum samples obtained from the participants were measured using enzyme-linked immunoassays. RESULTS The median serum YKL-40 level was 20.2 ng/mL (range 9.8-75.9 ng/mL) in the patients with CIS, 22.7 ng/mL (range 13.4-57.9 ng/mL) in the patients with RRMS and 11.0 ng/mL (range 10.0-17.3 ng/mL) in the control group (p < 0.001). The serum YKL-40 levels in the patients with RRMS were correlated with the patients' expanded disability status scale scores and ages (p < 0.05). No relationships were determined between the serum YKL-40 levels and the other variables (p > 0.05). The serum YKL-40 levels were higher in the CIS group than in the MS group. These findings show that the serum YKL-40 levels were high even at the beginning of the disease. The serum YKL-40 levels were also not involved in the progression to clinically definite MS. CONCLUSIONS The findings from this study suggested that YKL-40 may be a useful marker for the inflammatory process of MS.
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Affiliation(s)
- Ahmet Dönder
- Mardin Artuklu University, Vocational School of Health Services, Department of Medical Laboratory, Mardin, Turkey
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14
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De Scheerder MA, Van Hecke C, Zetterberg H, Fuchs D, De Langhe N, Rutsaert S, Vrancken B, Trypsteen W, Noppe Y, Van Der Gucht B, Pelgrom J, Van Wanzeele F, Palmer S, Lemey P, Gisslén M, Vandekerckhove L. Evaluating predictive markers for viral rebound and safety assessment in blood and lumbar fluid during HIV-1 treatment interruption. J Antimicrob Chemother 2021; 75:1311-1320. [PMID: 32053203 DOI: 10.1093/jac/dkaa003] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Revised: 12/20/2019] [Accepted: 12/24/2019] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Validated biomarkers to evaluate HIV-1 cure strategies are currently lacking, therefore requiring analytical treatment interruption (ATI) in study participants. Little is known about the safety of ATI and its long-term impact on patient health. OBJECTIVES ATI safety was assessed and potential biomarkers predicting viral rebound were evaluated. METHODS PBMCs, plasma and CSF were collected from 11 HIV-1-positive individuals at four different timepoints during ATI (NCT02641756). Total and integrated HIV-1 DNA, cell-associated (CA) HIV-1 RNA transcripts and restriction factor (RF) expression were measured by PCR-based assays. Markers of neuroinflammation and neuronal injury [neurofilament light chain (NFL) and YKL-40 protein] were measured in CSF. Additionally, neopterin, tryptophan and kynurenine were measured, both in plasma and CSF, as markers of immune activation. RESULTS Total HIV-1 DNA, integrated HIV-1 DNA and CA viral RNA transcripts did not differ pre- and post-ATI. Similarly, no significant NFL or YKL-40 increases in CSF were observed between baseline and viral rebound. Furthermore, markers of immune activation did not increase during ATI. Interestingly, the RFs SLFN11 and APOBEC3G increased after ATI before viral rebound. Similarly, Tat-Rev transcripts were increased preceding viral rebound after interruption. CONCLUSIONS ATI did not increase viral reservoir size and it did not reveal signs of increased neuronal injury or inflammation, suggesting that these well-monitored ATIs are safe. Elevation of Tat-Rev transcription and induced expression of the RFs SLFN11 and APOBEC3G after ATI, prior to viral rebound, indicates that these factors could be used as potential biomarkers predicting viral rebound.
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Affiliation(s)
- Marie-Angélique De Scheerder
- HIV Cure Research Center, Department of Internal Medicine and Paediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium.,Department of General Internal Medicine and Infectious Diseases, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Clarissa Van Hecke
- HIV Cure Research Center, Department of Internal Medicine and Paediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK.,UK Dementia Research Institute at UCL, London, UK
| | - Dietmar Fuchs
- Division of Biological Chemistry, Biocenter, Medical University of Innsbruck, Innrain 52, Christoph-Probst-Platz, 6020 Innsbruck, Austria
| | - Nele De Langhe
- HIV Cure Research Center, Department of Internal Medicine and Paediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Sofie Rutsaert
- HIV Cure Research Center, Department of Internal Medicine and Paediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Bram Vrancken
- KU Leuven Department of Microbiology and Immunology, Rega Institute, Laboratory of Evolutionary and Computational Virology, Leuven, Belgium
| | - Wim Trypsteen
- HIV Cure Research Center, Department of Internal Medicine and Paediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Ytse Noppe
- HIV Cure Research Center, Department of Internal Medicine and Paediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Bea Van Der Gucht
- Department of General Internal Medicine and Infectious Diseases, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Jolanda Pelgrom
- Department of General Internal Medicine and Infectious Diseases, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Filip Van Wanzeele
- Department of General Internal Medicine and Infectious Diseases, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Sarah Palmer
- Centre for Virus Research, The Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Westmead, New South Wales 2145, Australia
| | - Philippe Lemey
- KU Leuven Department of Microbiology and Immunology, Rega Institute, Laboratory of Evolutionary and Computational Virology, Leuven, Belgium
| | - Magnus Gisslén
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Wallinsgatan 6, Mölndal, Sweden.,Department of Infectious Diseases, Sahlgrenska University Hospital, 11 Region Västra Götaland, Gothenburg, Sweden
| | - Linos Vandekerckhove
- HIV Cure Research Center, Department of Internal Medicine and Paediatrics, Faculty of Medicine and Health Sciences, Ghent University and Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium.,Department of General Internal Medicine and Infectious Diseases, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
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15
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Cognitive and Neuronal Link With Inflammation: A Longitudinal Study in People With and Without HIV Infection. J Acquir Immune Defic Syndr 2021; 85:617-625. [PMID: 32932412 DOI: 10.1097/qai.0000000000002484] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Across many settings, lack of virologic control remains common in people with HIV (PWH) because of late presentation and lack of retention in care. This contributes to neuronal damage and neurocognitive impairment, which remains prevalent. More evidence is needed to understand these outcomes in both PWH and people without HIV (PWOH). METHODS We recruited PWH initiating antiretroviral therapy and PWOH at 2 sites in the United States. One hundred eight adults were enrolled (56 PWOH and 52 PWH), most of whom had a second assessment at least 24 weeks later (193 total assessments). Tumor necrosis factor alpha, monocyte chemotactic protein-1 (MCP-1), neopterin, soluble CD14, and neurofilament light chain protein (NFL) were measured in plasma and cerebrospinal fluid (CSF). Using multivariate models including Bayesian model averaging, we analyzed factors associated with global neuropsychological performance (NPT-9) and CSF NFL at baseline and over time. RESULTS At baseline, higher CSF MCP-1 and plasma sCD14 were associated with worse NPT-9 in PWH, while CSF HIV RNA decrease was the only marker associated with improved NPT-9 over time. Among PWH, higher CSF neopterin was most closely associated with higher NFL. Among PWOH, higher CSF MCP-1 was most closely associated with higher NFL. After antiretroviral therapy initiation, decrease in CSF MCP-1 was most closely associated with NFL decrease. CONCLUSION Monocyte-associated CSF biomarkers are highly associated with neuronal damage in both PWH and PWOH. More research is needed to evaluate whether therapies targeting monocyte-associated inflammation may ameliorate HIV-associated neurobehavioral diseases.
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16
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Day GS, Yarbrough MY, Körtvelyessy P, Prüss H, Bucelli RC, Fritzler MJ, Mason W, Tang-Wai DF, Steriade C, Hébert J, Henson RL, Herries EM, Ladenson JH, Lopez-Chiriboga AS, Graff-Radford NR, Morris JC, Fagan A. Prospective Quantification of CSF Biomarkers in Antibody-Mediated Encephalitis. Neurology 2021; 96:e2546-e2557. [PMID: 33795390 DOI: 10.1212/wnl.0000000000011937] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 02/24/2021] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To determine whether neuronal and neuroaxonal injury, neuroinflammation, and synaptic dysfunction associate with clinical course and outcomes in antibody-mediated encephalitis (AME), we measured biomarkers of these processes in CSF from patients presenting with AME and cognitively normal individuals. METHODS Biomarkers of neuronal (total tau, VILIP-1) and neuroaxonal damage (neurofilament light chain [NfL]), inflammation (YKL-40), and synaptic function (neurogranin, SNAP-25) were measured in CSF obtained from 45 patients at the time of diagnosis of NMDA receptor (n = 34) or LGI1/CASPR2 (n = 11) AME and 39 age- and sex-similar cognitively normal individuals. The association between biomarkers and modified Rankin Scale (mRS) scores were evaluated in a subset (n = 20) of longitudinally followed patients. RESULTS Biomarkers of neuroaxonal injury (NfL) and neuroinflammation (YKL-40) were elevated in AME cases at presentation, whereas markers of neuronal injury and synaptic function were stable (total tau) or decreased (VILIP-1, SNAP-25, neurogranin). The log-transformed ratio of YKL-40/SNAP-25 optimally discriminated patients from cognitively normal individuals (area under the receiver operating characteristic curve 0.99; 95% confidence interval 0.97, >0.99). Younger age (ρ = -0.56; p = 0.01), lower VILIP-1 (ρ = -0.60; p < 0.01) and SNAP-25 (ρ = -0.54; p = 0.01), and higher log10(YKL-40/SNAP-25) (ρ = 0.48; p = 0.04) associated with greater disease severity (higher mRS score) in prospectively followed patients. Higher YKL-40 (ρ = 0.60; p = 0.02) and neurogranin (ρ = 0.55; p = 0.03) at presentation were associated with higher mRS scores 12 months following hospital discharge. CONCLUSIONS CSF biomarkers suggest that neuronal integrity is acutely maintained in AME, despite neuroaxonal compromise. Low levels of biomarkers of synaptic function may reflect antibody-mediated internalization of cell surface receptors and may represent an acute correlate of antibody-mediated synaptic dysfunction, with the potential to inform disease severity and outcomes.
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Affiliation(s)
- Gregory S Day
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY.
| | - Melanie Y Yarbrough
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Peter Körtvelyessy
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Harald Prüss
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Robert C Bucelli
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Marvin J Fritzler
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Warren Mason
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - David F Tang-Wai
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Claude Steriade
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Julien Hébert
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Rachel L Henson
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Elizabeth M Herries
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Jack H Ladenson
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - A Sebastian Lopez-Chiriboga
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Neill R Graff-Radford
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - John C Morris
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Anne Fagan
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
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Comparison of [11C]-PBR28 Binding Between Persons Living With HIV and HIV-Uninfected Individuals. J Acquir Immune Defic Syndr 2021; 85:244-251. [PMID: 32658129 DOI: 10.1097/qai.0000000000002435] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Despite combined antiretroviral therapy, neuroinflammation may persist in persons living with HIV (PLWH) and contribute to cognitive impairment in this population. Positron emission tomography (PET) imaging targeting 18 kDa translocator protein (TSPO) has been used to localize neuroinflammation. We aimed to use TSPO-PET imaging to evaluate neuroinflammation in PLWH. DESIGN Twenty-four virologically suppressed PLWH on combined antiretroviral therapy and 13 HIV-negative (HIV-) controls completed TSPO-PET imaging using the radiotracer [C]PBR28. Because of tracer complexity and differing procedures used in previous studies, we employed an expansive methodological approach, using binding potential (BP) and standard uptake value ratio and multiple different reference regions to estimate [C]PBR28 binding. METHODS [C]PBR28 binding was measured in 30 cortical and subcortical regions and compared between PLWH and HIV- controls. Pearson correlation evaluated the association between [C]PBR28 binding and cognition and clinical measures of HIV. RESULTS Analyses conducted using multiple reference regions and measures of tracer uptake revealed no significant differences between [C]PBR28 binding in PLWH compared with HIV- controls. In addition, [C]PBR28 binding in PLWH was not significantly associated with clinical measures of HIV or plasma biomarkers of inflammation. [C]PBR28 binding was not significantly elevated in cognitively impaired PLWH compared with unimpaired PLWH, but there were inverse relationships between cognitive performance (executive and global function) and [C]PBR28 binding in PLWH. CONCLUSIONS Our results suggest that neuroinflammation may play a role in cognitive deficits, but overall neuroinflammatory levels as measured by TSPO-PET imaging in PLWH are not significantly different from those seen in HIV- controls.
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Tiraboschi JM, Rojas J, Zetterberg H, Blennow K, Niubo J, Gostner J, Navarro-Alcaraz A, Piatti C, Fuchs D, Gisslén M, Rigo-Bonnin R, Martinez E, Podzamczer D. No Changes in Human Immunodeficiency Virus (HIV) Suppression and Inflammatory Markers in Cerebrospinal Fluid in Patients Randomly Switched to Dolutegravir Plus Lamivudine (Spanish HIV/AIDS Research Network, PreEC/RIS 62). J Infect Dis 2020; 223:1928-1933. [PMID: 33049035 DOI: 10.1093/infdis/jiaa645] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 10/07/2020] [Indexed: 11/14/2022] Open
Abstract
A major concern of human immunodeficiency virus (HIV) dual therapy is a potentially lower efficacy in viral reservoirs, especially in the central nervous system (CNS). We evaluated HIV RNA, neuronal injury, and inflammatory biomarkers and dolutegravir (DTG) exposure in cerebrospinal fluid (CSF) in patients switching to DTG plus lamivudine (3TC). All participants maintained viral suppression in plasma and CSF at week 48. We observed no increase in CSF markers of inflammation or neuronal injury. Median (interquartile range) total and unbound DTG in CSF were 7.3 (5.9-8.4) and 1.7 (1.2-1.9) ng/mL, respectively. DTG+3TC may maintain viral control without changes in inflammatory/injury markers within the CNS reservoir.
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Affiliation(s)
- Juan M Tiraboschi
- Bellvitge University Hospital. Bellvitge Biomedical Research Institute. University of Barcelona, Barcelona, Spain
| | - Jhon Rojas
- Infectious Diseases Service, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,UK Dementia Research Institute at UCL, London, United Kingdom.,Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Jordi Niubo
- Bellvitge University Hospital. Bellvitge Biomedical Research Institute. University of Barcelona, Barcelona, Spain
| | | | - Antonio Navarro-Alcaraz
- Bellvitge University Hospital. Bellvitge Biomedical Research Institute. University of Barcelona, Barcelona, Spain
| | - Camila Piatti
- Bellvitge University Hospital. Bellvitge Biomedical Research Institute. University of Barcelona, Barcelona, Spain
| | | | - Magnus Gisslén
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Region Västra Götaland, Sahlgrenska University Hospital, Department of Infectious Diseases, Gothenburg, Sweden
| | - Raul Rigo-Bonnin
- Pharmacology Service, Bellvitge University Hospital, Barcelona, Spain
| | - Esteban Martinez
- Infectious Diseases Service, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Daniel Podzamczer
- Bellvitge University Hospital. Bellvitge Biomedical Research Institute. University of Barcelona, Barcelona, Spain
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19
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Jons D, Zetterberg H, Malmeström C, Bergström T, Axelsson M, Blennow K, Thulin M, Sundström P, Andersen O. Intrathecal immunoreactivity in people with or without previous infectious mononucleosis. Acta Neurol Scand 2020; 142:161-168. [PMID: 32415852 DOI: 10.1111/ane.13280] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 05/07/2020] [Accepted: 05/12/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVES The risk of developing multiple sclerosis (MS) increases (OR: 3.1) after infectious mononucleosis (IM). However, the nature of this link is obscure. We tested the hypothesis that IM might incur long-term sequelae, including low-key inflammatory activity, with characteristics of an MS endophenotype (or presymptomatic trait) and that assays of MS-relevant cyto-/chemokines in the cerebrospinal fluid (CSF) post-IM may show a trend in this direction. MATERIALS AND METHODS We selected seven CSF cytokines (IL-1b, IL-6, YKL-40, TNF-alpha) or chemokines (IL-8, CCL2, IP-10), representing pro-inflammatory factors previously associated with MS. We assayed the CSF levels of these seven cyto-/chemokines in healthy individuals with a median follow-up time of 10 years after serologically confirmed IM (post-IM group, n = 22), and in healthy controls without a history of IM (n = 19). A group of MS patients (n = 23) were included as reference. RESULTS The CSF levels of IP-10, YKL-40, and CCL-2 were higher in the post-IM group than in our IM unexposed controls (P = .021, .049, .028). Seven of seven cyto-/chemokine assays showed a trend in the predicted direction (P of binomial ratio = .008). However, this trend was non-significant in a multivariate test (P = .22). A power analysis indicated that similar studies including a larger cohort would be numerically realistic. CONCLUSIONS These results do not reject the hypothesis that the established epidemiological association between IM and MS results from a stepwise inflammatory propagation from IM sequelae to an MS endophenotype (or presymptomatic trait) in a proportion of IM patients, pending confirmation with adequate power.
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Affiliation(s)
- Daniel Jons
- Department of Clinical Neuroscience Institute of Neuroscience and Physiology The Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Department of Neurology Sahlgrenska University Hospital Gothenburg Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry Institute of Neuroscience and Physiology The Sahlgrenska Academy University of Gothenburg Mölndal Sweden
- Clinical Neurochemistry Laboratory Sahlgrenska University Hospital Mölndal Sweden
- UK Dementia Research Institute at UCL London UK
- Department of Neurodegenerative Diseases UCL Institute of Neurology London UK
| | - Clas Malmeström
- Department of Clinical Neuroscience Institute of Neuroscience and Physiology The Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Department of Neurology Sahlgrenska University Hospital Gothenburg Sweden
| | - Tomas Bergström
- Department of Clinical Microbiology Sahlgrenska University HospitalVästra Götaland Region Gothenburg Sweden
| | - Markus Axelsson
- Department of Clinical Neuroscience Institute of Neuroscience and Physiology The Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Department of Neurology Sahlgrenska University Hospital Gothenburg Sweden
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry Institute of Neuroscience and Physiology The Sahlgrenska Academy University of Gothenburg Mölndal Sweden
- Clinical Neurochemistry Laboratory Sahlgrenska University Hospital Mölndal Sweden
| | - Måns Thulin
- Department of Statistics Uppsala University Uppsala Sweden
- School of Mathematics and Maxwell Institute for Mathematical Sciences University of Edinburgh Edinburgh UK
| | - Peter Sundström
- Department of Clinical Science, Neurosciences Umeå University Umeå Sweden
| | - Oluf Andersen
- Department of Clinical Neuroscience Institute of Neuroscience and Physiology The Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Department of Neurology Sahlgrenska University Hospital Gothenburg Sweden
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20
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Fields JA, Swinton MK, Soontornniyomkij B, Carson A, Achim CL. Beta amyloid levels in cerebrospinal fluid of HIV-infected people vary by exposure to antiretroviral therapy. AIDS 2020; 34:1001-1007. [PMID: 32073451 PMCID: PMC7210049 DOI: 10.1097/qad.0000000000002506] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND HIV-associated neurocognitive disorders (HAND) persist despite the widespread implementation of combined antiretroviral therapy (ART). As people with HIV (PWH) age on ART regimens, the risk of age-related comorbidities, such as Alzheimer's disease may increase. However, questions remain as to whether HIV or ART will alter such risks. Beta amyloid (Aβ) and phosphorylated-tau (p-tau) proteins are associated with Alzheimer's disease and their levels are altered in the CSF of Alzheimer's disease cases. METHODS To better understand how these Alzheimer's disease-related markers are affected by HIV infection and ART, postmortem CSF collected from 70 well characterized HIV+ decedents was analyzed for Aβ1-42, Aβ1-40, and p-tau levels. RESULTS Aβ1-42 and Aβ1-40 CSF levels were higher in cases that were exposed to ART. Aβ1-42 and Aβ1-40 CSF levels were also higher in cases on protease inhibitors compared with those with no exposure to protease inhibitors. Aβ1-42 and Aβ1-40 levels in CSF were lowest in HIV+ cases with HIV-associated dementia (HAD) and levels were highest in those diagnosed with asymptomatic neurocognitive impairment (ANI) and minor neurocognitive disorder (MND). Aβ1-42 and Aβ1-40 were inversely related with p-tau levels in all cases, as previously reported. CONCLUSION These data suggest that ART exposure is associated with increased levels of Aβ1-42 and Aβ1-40 in the CSF. Also, HAD, but not ANI/MND diagnosis is associated with decreased levels of Aβ1-42 and Aβ1-40 in CSF, potentially suggesting impaired clearance. These data suggest that HIV infection and ART may impact pathogenic mechanisms involving Aβ1-42 and Aβ1-40, but not p-tau.
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Affiliation(s)
- Jerel Adam Fields
- Department of Psychiatry, University of California San
Diego, La Jolla, CA, USA
| | - Mary K. Swinton
- Department of Psychiatry, University of California San
Diego, La Jolla, CA, USA
| | | | - Aliyah Carson
- Department of Psychiatry, University of California San
Diego, La Jolla, CA, USA
| | - Cristian L. Achim
- Department of Psychiatry, University of California San
Diego, La Jolla, CA, USA
- Department of Pathology, University of California San
Diego, La Jolla, CA, USA
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21
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Canchi S, Swinton MK, Rissman RA, Fields JA. Transcriptomic analysis of brain tissues identifies a role for CCAAT enhancer binding protein β in HIV-associated neurocognitive disorder. J Neuroinflammation 2020; 17:112. [PMID: 32276639 PMCID: PMC7149918 DOI: 10.1186/s12974-020-01781-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 03/20/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND HIV-associated neurocognitive disorders (HAND) persist in the era of combined antiretroviral therapy (ART) despite reductions in viral load (VL) and overall disease severity. The mechanisms underlying HAND in the ART era are not well understood but are likely multifactorial, involving alterations in common pathways such as inflammation, autophagy, neurogenesis, and mitochondrial function. Newly developed omics approaches hold potential to identify mechanisms driving neuropathogenesis of HIV in the ART era. METHODS In this study, using 33 postmortem frontal cortex (FC) tissues, neuropathological, molecular, and biochemical analyses were used to determine cellular localization and validate expression levels of the prolific transcription factor (TF), CCAAT enhancer binding protein (C/EBP) β, in brain tissues from HIV+ cognitively normal and HAND cases. RNA sequencing (seq) and transcriptomic analyses were performed on FC tissues including 24 specimens from well-characterized people with HIV that had undergone neurocognitive assessments. In vitro models for brain cells were used to investigate the role of C/EBPβ in mediating gene expression. RESULTS The most robust signal for TF dysregulation was observed in cases diagnosed with minor neurocognitive disorder (MND) compared to cognitive normal (CN) cases. Of particular interest, due to its role in inflammation, autophagy and neurogenesis, C/EBPβ was significantly upregulated in MND compared to CN brains. C/EBPβ was increased at the protein level in HAND brains. C/EBPβ levels were significantly reduced in neurons and increased in astroglia in HAND brains compared to CN. Transfection of human astroglial cells with a plasmid expressing C/EBPβ induced expression of multiple targets identified in the transcriptomic analysis of HAND brains, including dynamin-1-like protein (DNM1L) and interleukin-1 receptor-associated kinase 1. Recombinant HIV-Tat reduced and increased C/EBPβ levels in neuronal and astroglial cells, respectively. CONCLUSIONS These findings are the first to present RNAseq-based transcriptomic analyses of HIV+ brain tissues, providing further evidence of altered neuroinflammation, neurogenesis, mitochondrial function, and autophagy in HAND. Interestingly, these studies confirm a role for CEBPβ in regulating inflammation, metabolism, and autophagy in astroglia. Therapeutic strategies aimed at transcriptional regulation of astroglia or downstream pathways may provide relief to HIV+ patients at risk for HAND and other neurological disorders.
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Affiliation(s)
- Saranya Canchi
- Veterans Affairs San Diego Healthcare System, San Diego, CA USA
- Department of Neurosciences, University of California San Diego, San Diego, La Jolla, CA USA
| | - Mary K. Swinton
- Department of Psychiatry, School of Medicine, University of California San Diego, 9500 Gilman Dr., BSB 3009, San Diego, La Jolla, CA 92093-0603 USA
| | - Robert A. Rissman
- Veterans Affairs San Diego Healthcare System, San Diego, CA USA
- Department of Neurosciences, University of California San Diego, San Diego, La Jolla, CA USA
| | - Jerel Adam Fields
- Department of Psychiatry, School of Medicine, University of California San Diego, 9500 Gilman Dr., BSB 3009, San Diego, La Jolla, CA 92093-0603 USA
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22
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Circulating levels of ATP is a biomarker of HIV cognitive impairment. EBioMedicine 2019; 51:102503. [PMID: 31806564 PMCID: PMC7000317 DOI: 10.1016/j.ebiom.2019.10.029] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 10/14/2019] [Accepted: 10/16/2019] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND In developed countries, Human Immunodeficiency Virus type-1 (HIV-1) infection has become a chronic disease despite the positive effects of anti-retroviral therapies (ART), but still at least half of the HIV infected population shown signs of cognitive impairment. Therefore, biomarkers of HIV cognitive decline are urgently needed. METHODS We analyze the opening of one of the larger channels expressed by humans, pannexin-1 (Panx-1) channels, in the uninfected and HIV infected population (n = 175). We determined channel opening and secretion of intracellular second messengers released through the channel such as PGE2 and ATP. Also, we correlated the opening of Panx-1 channels with the circulating levels of PGE2 and ATP as well as cogntive status of the individuals analyzed. FINDINGS Here, we demonstrate that Panx-1 channels on fresh PBMCs obtained from uninfected individuals are closed and no significant amounts of PGE2 and ATP are detected in the circulation. In contrast, in all HIV-infected individuals analyzed, even the ones under effective ART, a spontaneous opening of Panx-1 channels and increased circulating levels of PGE2 and ATP were detected. Circulating levels of ATP were correlated with cognitive decline in the HIV-infected population supporting that ATP is a biomarker of cognitive disease in the HIV-infected population. INTERPRETATION We propose that circulating levels of ATP could predict CNS compromise and lead to the breakthroughs necessary to detect and prevent brain compromise in the HIV-infected population.
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Outinen TK, Mantula P, Jaatinen P, Hämäläinen M, Moilanen E, Vaheri A, Huhtala H, Mäkelä S, Mustonen J. Glycoprotein YKL-40 Is Elevated and Predicts Disease Severity in Puumala Hantavirus Infection. Viruses 2019; 11:v11090767. [PMID: 31438470 PMCID: PMC6784349 DOI: 10.3390/v11090767] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 08/15/2019] [Accepted: 08/17/2019] [Indexed: 12/17/2022] Open
Abstract
Most cases of hemorrhagic fever with renal syndrome (HFRS) in Europe are caused by the Puumala hantavirus (PUUV). Typical features of the disease are increased vascular permeability, acute kidney injury (AKI), and thrombocytopenia. YKL-40 is an inflammatory glycoprotein involved in various forms of acute and chronic inflammation. In the present study, we examined plasma YKL-40 levels and the associations of YKL-40 with disease severity in acute PUUV infection. A total of 79 patients treated in Tampere University Hospital during 2005–2014 were studied. Plasma YKL-40 was measured in the acute phase, the recovery phase, and one year after hospitalization. Plasma YKL-40 levels were higher during the acute phase compared to the recovery phase and one year after hospitalization (median YKL-40 142 ng/mL, range 11–3320, vs. 45 ng/mL, range 15–529, vs. 32 ng/mL, range 3–213, p < 0.001). YKL-40 level was correlated with the length of hospital stay (r = 0.229, p = 0.042), the levels of inflammatory markers—that is, blood leukocytes (r = 0.234, p = 0.040), plasma C-reactive protein (r = 0.332, p = 0.003), and interleukin-6 (r = 0.544, p < 0.001), and maximum plasma creatinine level (r = 0.370, p = 0.001). In conclusion, plasma YKL-40 levels were found to be elevated during acute PUUV infection and correlated with the overall severity of the disease, as well as with the degree of inflammation and the severity of AKI.
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Affiliation(s)
- Tuula K Outinen
- Department of Internal Medicine, Tampere University Hospital, P.O. Box 2000, FI-33521 Tampere, Finland.
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland.
| | - Paula Mantula
- Department of Internal Medicine, Tampere University Hospital, P.O. Box 2000, FI-33521 Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland
| | - Pia Jaatinen
- Department of Internal Medicine, Tampere University Hospital, P.O. Box 2000, FI-33521 Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland
- Division of Internal Medicine, Seinäjoki Central Hospital, 60220 Seinäjoki, Finland
| | - Mari Hämäläinen
- The Immunopharmacology Research Group, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, 33100 & FI-33521 Tampere, Finland
| | - Eeva Moilanen
- The Immunopharmacology Research Group, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, 33100 & FI-33521 Tampere, Finland
| | - Antti Vaheri
- Department of Virology, Medicum, University of Helsinki, 00100 Helsinki, Finland
| | - Heini Huhtala
- Faculty of Social Sciences, Tampere University, 33100 Tampere, Finland
| | - Satu Mäkelä
- Department of Internal Medicine, Tampere University Hospital, P.O. Box 2000, FI-33521 Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland
| | - Jukka Mustonen
- Department of Internal Medicine, Tampere University Hospital, P.O. Box 2000, FI-33521 Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland
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