1
|
Vasbinder A, Padalia K, Pizzo I, Machado K, Catalan T, Presswalla F, Anderson E, Ismail A, Hutten C, Huang Y, Blakely P, Azam TU, Berlin H, Feroze R, Launius C, Meloche C, Michaud E, O'Hayer P, Pan M, Shadid HR, Rasmussen LJH, Roberts DA, Zhao L, Banerjee M, Murthy V, Loosen SH, Chalkias A, Tacke F, Reiser J, Giamarellos-Bourboulis EJ, Eugen-Olsen J, Pop-Busui R, Hayek SS. SuPAR, biomarkers of inflammation, and severe outcomes in patients hospitalized for COVID-19: The International Study of Inflammation in COVID-19. J Med Virol 2024; 96:e29389. [PMID: 38235904 PMCID: PMC10829525 DOI: 10.1002/jmv.29389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/13/2023] [Accepted: 12/28/2023] [Indexed: 01/19/2024]
Abstract
Severe coronavirus disease 2019 (COVID-19) is a hyperinflammatory syndrome. The biomarkers of inflammation best suited to triage patients with COVID-19 are unknown. We conducted a prospective multicenter observational study of adult patients hospitalized specifically for COVID-19 from February 1, 2020 to October 19, 2022. Biomarkers measured included soluble urokinase plasminogen activator receptor (suPAR), C-reactive protein, interleukin-6, procalcitonin, ferritin, and D-dimer. In-hospital outcomes examined include death and the need for mechanical ventilation. Patients admitted in the United States (US, n = 1962) were used to compute area under the curves (AUCs) and identify biomarker cutoffs. The combined European cohorts (n = 1137) were used to validate the biomarker cutoffs. In the US cohort, 356 patients met the composite outcome of death (n = 197) or need for mechanical ventilation (n = 290). SuPAR was the most important predictor of the composite outcome and had the highest AUC (0.712) followed by CRP (0.642), ferritin (0.619), IL-6 (0.614), D-dimer (0.606), and lastly procalcitonin (0.596). Inclusion of other biomarkers did not improve discrimination. A suPAR cutoff of 4.0 ng/mL demonstrated a sensitivity of 95.4% (95% CI: 92.4%-98.0%) and negative predictive value (NPV) of 92.5% (95% CI: 87.5%-96.9%) for the composite outcome. Patients with suPAR < 4.0 ng/mL comprised 10.6% of the cohort and had a 0.8% probability of the composite outcome. Applying this cutoff to the validation cohort yielded a sensitivity of 93.8% (90.4%-96.7%) and NPV of 95.5% (93.1%-97.8%) for the composite outcome. Among commonly measured biomarkers, suPAR offered stronger discriminatory ability and may be useful in triaging low-risk patients with COVID-19.
Collapse
Affiliation(s)
- Alexi Vasbinder
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Kishan Padalia
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Ian Pizzo
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Kristen Machado
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Tonimarie Catalan
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Feriel Presswalla
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Elizabeth Anderson
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Anis Ismail
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Christina Hutten
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Yiyuan Huang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Pennelope Blakely
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Tariq U Azam
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Hanna Berlin
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Rafey Feroze
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Christopher Launius
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Chelsea Meloche
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Erinleigh Michaud
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Patrick O'Hayer
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Michael Pan
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Husam R Shadid
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Donald A Roberts
- Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan, USA
| | - Lili Zhao
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Mousumi Banerjee
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Venkatesh Murthy
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Sven H Loosen
- Clinic for Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Athanasios Chalkias
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Outcomes Research Consortium, Cleveland, Ohio, USA
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Jochen Reiser
- Department of Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | | | - Jesper Eugen-Olsen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Rodica Pop-Busui
- Division of Endocrinology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Salim S Hayek
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| |
Collapse
|
2
|
Wei C, Datta PK, Siegerist F, Li J, Yashwanth S, Koh KH, Kriho NW, Ismail A, Luo S, Fischer T, Amber KT, Cimbaluk D, Landay A, Endlich N, Rappaport J, Hayek SS, Reiser J. SuPAR mediates viral response proteinuria by rapidly changing podocyte function. Nat Commun 2023; 14:4414. [PMID: 37479685 PMCID: PMC10362037 DOI: 10.1038/s41467-023-40165-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 07/14/2023] [Indexed: 07/23/2023] Open
Abstract
Elevation in soluble urokinase receptor (suPAR) and proteinuria are common signs in patients with moderate to severe coronavirus disease 2019 (COVID-19). Here we characterize a new type of proteinuria originating as part of a viral response. Inoculation of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causes increased suPAR levels and glomerulopathy in African green monkeys. Using an engineered mouse model with high suPAR expression, inhaled variants of SARS-CoV-2 spike S1 protein elicite proteinuria that could be blocked by either suPAR antibody or SARS-CoV-2 vaccination. In a cohort of 1991 COVID-19 patients, suPAR levels exhibit a stepwise association with proteinuria in non-Omicron, but not in Omicron infections, supporting our findings of biophysical and functional differences between variants of SARS-CoV-2 spike S1 protein and their binding to podocyte integrins. These insights are not limited to SARS-CoV-2 and define viral response proteinuria (VRP) as an innate immune mechanism and co-activation of podocyte integrins.
Collapse
Affiliation(s)
- Changli Wei
- Department of Medicine, Rush University Medical Center, Chicago, IL, USA.
| | - Prasun K Datta
- Tulane National Primate Research Center, Covington, LA, 70433, USA
| | - Florian Siegerist
- Department of Anatomy and Cell Biology, University Medicine Greifswald, 17487, Greifswald, Germany
- NIPOKA GmbH, 17489, Greifswald, Germany
| | - Jing Li
- Department of Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Sudhini Yashwanth
- Department of Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Kwi Hye Koh
- Morphic Therapeutic, Waltham, MA, 02451, USA
| | - Nicholas W Kriho
- Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Anis Ismail
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Shengyuan Luo
- Department of Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Tracy Fischer
- Tulane National Primate Research Center, Covington, LA, 70433, USA
| | - Kyle T Amber
- Department of Medicine, Rush University Medical Center, Chicago, IL, USA
- Department of Dermatology, Rush University Medical Center, Chicago, IL, USA
| | - David Cimbaluk
- Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Alan Landay
- Department of Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Nicole Endlich
- Department of Anatomy and Cell Biology, University Medicine Greifswald, 17487, Greifswald, Germany
- NIPOKA GmbH, 17489, Greifswald, Germany
| | - Jay Rappaport
- Tulane National Primate Research Center, Covington, LA, 70433, USA
| | - Salim S Hayek
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
| | - Jochen Reiser
- Department of Medicine, Rush University Medical Center, Chicago, IL, USA.
| |
Collapse
|
3
|
Saloner R, Sun-Suslow N, Morgan EE, Lobo J, Cherner M, Ellis RJ, Heaton RK, Grant I, Letendre SL, Iudicello JE. Plasma biomarkers of vascular dysfunction uniquely relate to a vascular-risk profile of neurocognitive deficits in virally-suppressed adults with HIV. Brain Behav Immun Health 2022; 26:100560. [DOI: 10.1016/j.bbih.2022.100560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 11/11/2022] [Indexed: 11/16/2022] Open
|
4
|
Royston L, Isnard S, Perrin N, Sinyavskaya L, Berini C, Lin J, Trottier B, Baril JG, Chartrand-Lefebvre C, Tremblay C, Durand M, Routy JP. Growth differentiation factor-15 as a biomarker of atherosclerotic coronary plaque: Value in people living with and without HIV. Front Cardiovasc Med 2022; 9:964650. [PMID: 36093162 PMCID: PMC9458883 DOI: 10.3389/fcvm.2022.964650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 08/01/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundIncreased rates of cardiovascular diseases (CVD) and larger subclinical high-risk coronary plaques in coronary CT angiography have been observed in people living with HIV (PLWH) treated with antiretroviral therapy (ART) compared to HIV-uninfected people. Growth differentiation factor-15 (GDF-15) is a cytokine emerging as an optimal marker for CVD in the general population.MethodsWe cross-sectionally analyzed plasma of 95 PLWH on ART and 52 controls. We measured GDF-15, fibroblast growth factor-21 (FGF-21), glucagon-like peptide-2 (GLP-2), soluble urokinase plasminogen activator receptor (suPAR), CRP, and anti-CMV and anti-EBV IgG levels. All participants had no clinical CVD and underwent coronary CT angiography with the 3D reconstruction of coronary artery atherosclerotic plaques. Total plaque volume (TPV) and low attenuation plaque volume (LAPV, defined as density <30 Hounsfield Units) were calculated (mm3).ResultsIn both PLWH and controls, GDF-15 levels were increased in participants with presence of coronary plaque vs. without (p = 0.04 and p < 0.001, respectively) and correlated with TPV (r = 0.27, p = 0.009 and r = 0.62, p < 0.001, respectively) and LAPV (r = 0.28, p = 0.008, r = 0.60, p < 0.001, respectively). However, in a multivariate model, GDF-15 was independently associated with LAPV in controls only (adjusted OR 35.1, p = 0.04) and not in PLWH, mainly due to confounding by smoking. Other markers were not independently associated with plaque volume, except for anti-EBV IgGs in controls (adjusted OR 3.51, p = 0.02).ConclusionIn PLWH, GDF-15 and smoking seemed to synergistically contribute to coronary plaque volume. Conversely, increased GDF-15 levels were associated with the presence of coronary artery plaques in people without HIV, independently of CV risk factors.
Collapse
Affiliation(s)
- Léna Royston
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
- CIHR Canadian HIV Trials Network, Vancouver, BC, Canada
- Division of Infectious Diseases, Geneva University Hospital, Geneva, Switzerland
- Léna Royston
| | - Stéphane Isnard
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
- CIHR Canadian HIV Trials Network, Vancouver, BC, Canada
| | - Nils Perrin
- Structural Heart Intervention Program, Montreal Heart Institute, Montreal, QC, Canada
| | - Liliya Sinyavskaya
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Carolina Berini
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA (INBIRS), CONICET - Universidad de Buenos Aires, Buenos Aires, Argentina
| | - John Lin
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada
| | - Benoit Trottier
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Jean-Guy Baril
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Carl Chartrand-Lefebvre
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Cecile Tremblay
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Madeleine Durand
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Jean-Pierre Routy
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
- *Correspondence: Jean-Pierre Routy
| |
Collapse
|
5
|
Nusshag C, Stütz A, Hägele S, Speer C, Kälble F, Eckert C, Brenner T, Weigand MA, Morath C, Reiser J, Zeier M, Krautkrämer E. Glomerular filtration barrier dysfunction in a self-limiting, RNA virus-induced glomerulopathy resembles findings in idiopathic nephrotic syndromes. Sci Rep 2020; 10:19117. [PMID: 33154421 PMCID: PMC7644703 DOI: 10.1038/s41598-020-76050-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 10/20/2020] [Indexed: 02/02/2023] Open
Abstract
Podocyte injury has recently been described as unifying feature in idiopathic nephrotic syndromes (INS). Puumala hantavirus (PUUV) infection represents a unique RNA virus-induced renal disease with significant proteinuria. The underlying pathomechanism is unclear. We hypothesized that PUUV infection results in podocyte injury, similar to findings in INS. We therefore analyzed standard markers of glomerular proteinuria (e.g. immunoglobulin G [IgG]), urinary nephrin excretion (podocyte injury) and serum levels of the soluble urokinase plasminogen activator receptor (suPAR), a proposed pathomechanically involved molecule in INS, in PUUV-infected patients. Hantavirus patients showed significantly increased urinary nephrin, IgG and serum suPAR concentrations compared to healthy controls. Nephrin and IgG levels were significantly higher in patients with severe proteinuria than with mild proteinuria, and nephrin correlated strongly with biomarkers of glomerular proteinuria over time. Congruently, electron microcopy analyses showed a focal podocyte foot process effacement. suPAR correlated significantly with urinary nephrin, IgG and albumin levels, suggesting suPAR as a pathophysiological mediator in podocyte dysfunction. In contrast to INS, proteinuria recovered autonomously in hantavirus patients. This study reveals podocyte injury as main cause of proteinuria in hantavirus patients. A better understanding of the regenerative nature of hantavirus-induced glomerulopathy may generate new therapeutic approaches for INS.
Collapse
Affiliation(s)
- Christian Nusshag
- Department of Nephrology, Heidelberg University Hospital, Im Neuenheimer Feld 162, 69120, Heidelberg, Germany. .,Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA.
| | - Alisa Stütz
- Department of Nephrology, Heidelberg University Hospital, Im Neuenheimer Feld 162, 69120, Heidelberg, Germany
| | - Stefan Hägele
- Department of Nephrology, Heidelberg University Hospital, Im Neuenheimer Feld 162, 69120, Heidelberg, Germany
| | - Claudius Speer
- Department of Nephrology, Heidelberg University Hospital, Im Neuenheimer Feld 162, 69120, Heidelberg, Germany
| | - Florian Kälble
- Department of Nephrology, Heidelberg University Hospital, Im Neuenheimer Feld 162, 69120, Heidelberg, Germany
| | - Christoph Eckert
- Department of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Thorsten Brenner
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, Essen, Germany
| | - Markus A Weigand
- Department of Anesthesiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Christian Morath
- Department of Nephrology, Heidelberg University Hospital, Im Neuenheimer Feld 162, 69120, Heidelberg, Germany
| | - Jochen Reiser
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Martin Zeier
- Department of Nephrology, Heidelberg University Hospital, Im Neuenheimer Feld 162, 69120, Heidelberg, Germany
| | - Ellen Krautkrämer
- Department of Nephrology, Heidelberg University Hospital, Im Neuenheimer Feld 162, 69120, Heidelberg, Germany
| |
Collapse
|
6
|
Petersen JEV, Kallemose T, Barton KD, Caspi A, Rasmussen LJH. Soluble urokinase plasminogen activator receptor (suPAR) as a prognostic marker of mortality in healthy, general and patient populations: protocol for a systematic review and meta-analysis. BMJ Open 2020; 10:e036125. [PMID: 32690515 PMCID: PMC7371134 DOI: 10.1136/bmjopen-2019-036125] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 02/11/2020] [Accepted: 05/12/2020] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Chronic inflammation is increasingly recognised as a major contributor to disease, disability and ultimately death, but measuring the levels of chronic inflammation remains non-canonised, making it difficult to relate chronic inflammation and mortality. Soluble urokinase plasminogen activator receptor (suPAR), an emerging biomarker of chronic inflammation, has been proposed as a prognostic biomarker associated with future incidence of chronic disease and mortality in general as well as patient populations. Proper prognostic biomarkers are important as they can help improve risk stratification in clinical settings and provide guidance in treatment or lifestyle decisions as well as in the design of randomised trials. Here, we wish to summarise the evidence about the overall association of the biomarker suPAR with mortality in healthy, general and patient populations across diseases. METHODS AND ANALYSIS The search will be conducted using Medline, Embase and Scopus databases from their inception to 03 June 2020 to identify studies investigating 'suPAR' and 'mortality'. Observational studies and control groups from intervention studies written in English or Danish will be included. The 'Quality In Prognosis Studies' tool will be used to assess the risk of bias for the studies included. Unadjusted and adjusted mortality outcome measures (eg, risk ratios, ORs, HRs) with 95% CIs will be extracted for healthy individuals, general and patient populations. The primary outcome is all-cause mortality within any given follow-up. Subgroup analyses will be performed based on time of outcome, cause of death, population type, adjustments for conventional risk factors and inflammation markers. ETHICS AND DISSEMINATION This systematic review will synthesise evidence on the use of suPAR as a prognostic marker for mortality. The results will be disseminated by publication in a peer-reviewed journal. Data used will be obtained from published studies, and ethics approval is therefore not necessary for this systematic review. TRIAL REGISTRATION NUMBER PROSPERO CRD42020167401.
Collapse
Affiliation(s)
- Jens Emil Vang Petersen
- Division of Infectious Diseases, Duke University School of Medicine, Durham, North Carolina, USA
| | - Thomas Kallemose
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
| | - Karen D Barton
- Duke University Medical Center Library & Archives, Duke University, Durham, North Carolina, USA
| | - Avshalom Caspi
- Department of Psychology and Neuroscience, Duke University, Durham, North Carolina, USA
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, USA
- Center for Genomic and Computational Biology, Duke University, Durham, North Carolina, USA
- Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | - Line Jee Hartmann Rasmussen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark
- Department of Psychology and Neuroscience, Duke University, Durham, North Carolina, USA
| |
Collapse
|
7
|
Hoenigl M, Moser CB, Funderburg N, Bosch R, Kantor A, Zhang Y, Eugen-Olsen J, Finkelman M, Reiser J, Landay A, Moisi D, Lederman MM, Gianella S. Soluble Urokinase Plasminogen Activator Receptor Is Predictive of Non-AIDS Events During Antiretroviral Therapy-mediated Viral Suppression. Clin Infect Dis 2019; 69:676-686. [PMID: 30418519 PMCID: PMC6669298 DOI: 10.1093/cid/ciy966] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Accepted: 11/08/2018] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Despite effective antiretroviral therapy (ART), human immunodeficiency virus (HIV) infection remains associated with higher morbidity and mortality, driven, in part, by increased inflammation. Our objective was to identify associations between levels of plasma biomarkers of chronic inflammation, microbial translocation, and monocyte activation, with occurrence of non-AIDS events. METHODS Participants (141 cases, 310 matched controls) were selected from a longitudinal observational trial; all were virally suppressed on ART at year 1 and thereafter. Soluble urokinase plasminogen activator receptor (suPAR), lipopolysaccharide binding protein (LBP), beta-D-glucan (BDG), intestinal fatty-acid binding protein, oxidized low-density lipoproteins, and soluble CD163 were measured pre-ART, after 1-year of ART, and pre-event. At each time point, conditional logistic regression analysis assessed associations of the biomarkers with events and adjusted for relevant covariates to calculate odds ratios (ORs) according to 1 interquartile range (IQR) difference. RESULTS At all time points, higher levels of suPAR were associated with increased risk of non-AIDS events (OR per 1 IQR was 1.7 before ART-initiation, OR per 1 IQR was 2.0 after 1 year of suppressive ART, and OR 2.1 pre-event). Higher levels of BDG and LBP at year 1 and pre-event (but not at baseline) were associated with increased risk of non-AIDS events. No associations were observed for other biomarkers. CONCLUSIONS Elevated levels of suPAR were strongly, consistently, and independently predictive of non-AIDS events at every measured time point. Interventions that target the suPAR pathway should be investigated to explore its role in the pathogenesis of non-AIDS-related outcomes in HIV infection.
Collapse
Affiliation(s)
- Martin Hoenigl
- Division of Infectious Diseases, Department of Medicine, University of California San Diego, Austria
- Section of Infectious Diseases and Tropical Medicine, Medical University of Graz, Austria
- Division of Pulmonology, Department of Internal Medicine, Medical University of Graz, Austria
| | - Carlee B Moser
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Nicholas Funderburg
- Division of Medical Laboratory Science, School of Health and Rehabilitation Sciences, The Ohio State University, Columbus
| | - Ronald Bosch
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Amy Kantor
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | | | - Jesper Eugen-Olsen
- Clinical Research Centre, Copenhagen University Hospital Hvidovre, Denmark
| | | | - Jochen Reiser
- Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois
| | - Alan Landay
- Division of Geriatrics and Palliative Care, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois
| | - Daniela Moisi
- Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Michael M Lederman
- Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Sara Gianella
- Division of Infectious Diseases, Department of Medicine, University of California San Diego, Austria
| | | |
Collapse
|
8
|
Olsson O, Björkman P, Jansson M, Balcha TT, Mulleta D, Yeba H, Valfridsson C, Carlsson F, Skogmar S. Plasma Profiles of Inflammatory Markers Associated With Active Tuberculosis in Antiretroviral Therapy-Naive Human Immunodeficiency Virus-Positive Individuals. Open Forum Infect Dis 2019; 6:ofz015. [PMID: 30800697 PMCID: PMC6379652 DOI: 10.1093/ofid/ofz015] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 01/21/2019] [Indexed: 01/29/2023] Open
Abstract
Background Diagnosis of tuberculosis (TB) in human immunodeficiency virus (HIV)-coinfected individuals is challenging. We hypothesized that combinations of inflammatory markers could facilitate identification of active TB in HIV-positive individuals. Methods Participants were HIV-positive, treatment-naive adults systematically investigated for TB at Ethiopian health centers. Plasma samples from 130 subjects with TB (HIV+/TB+) and 130 subjects without TB (HIV+/TB−) were tested for concentration of the following markers: CCL5, C-reactive protein (CRP), interleukin (IL)-6, IL12-p70, IL-18, IL-27, interferon-γ-induced protein-10 (IP-10), procalcitonin (PCT), and soluble urokinase-type plasminogen activator receptor (suPAR). Analyzed markers were then assessed, either individually or in combination, with regard to infection status, CD4 cell count, and HIV ribonucleic acid (RNA) levels. Results The HIV+/TB+ subjects had higher levels of all markers, except IL12p70, compared with HIV+/TB− subjects. The CRP showed the best performance for TB identification (median 27.9 vs 1.8 mg/L for HIV+/TB+ and HIV+/TB−, respectively; area under the curve [AUC]: 0.80). Performance was increased when CRP was combined with suPAR analysis (AUC, 0.83 [0.93 for subjects with CD4 cell count <200 cells/mm3]). Irrespective of TB status, IP-10 concentrations correlated with HIV RNA levels, and both IP-10 and IL-18 were inversely correlated to CD4 cell counts. Conclusions Although CRP showed the best single marker discriminatory potential, combining CRP and suPAR analyses increased performance for TB identification.
Collapse
Affiliation(s)
- Oskar Olsson
- Department of Translational Medicine, Clinical Infection Medicine, Lund University, Malmö, Sweden
| | - Per Björkman
- Department of Translational Medicine, Clinical Infection Medicine, Lund University, Malmö, Sweden
| | - Marianne Jansson
- Department of Laboratory Medicine, Division of Medical Microbiology, Lund University, Sweden
| | - Taye Tolera Balcha
- Department of Translational Medicine, Clinical Infection Medicine, Lund University, Malmö, Sweden.,Armauer Hansen Research Institute, Addis Ababa, Ethiopia
| | | | | | - Christine Valfridsson
- Department of Experimental Medical Science, Section for Immunology, Lund University, Sweden
| | - Fredric Carlsson
- Department of Experimental Medical Science, Section for Immunology, Lund University, Sweden.,Department of Biology, Section for Molecular Cell Biology, Lund University, Sweden
| | - Sten Skogmar
- Department of Translational Medicine, Clinical Infection Medicine, Lund University, Malmö, Sweden
| |
Collapse
|
9
|
Mechanisms underlying modulation of podocyte TRPC6 channels by suPAR: Role of NADPH oxidases and Src family tyrosine kinases. Biochim Biophys Acta Mol Basis Dis 2018; 1864:3527-3536. [PMID: 30293571 DOI: 10.1016/j.bbadis.2018.08.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 08/02/2018] [Accepted: 08/06/2018] [Indexed: 01/10/2023]
Abstract
The soluble urokinase receptor (suPAR) has been implicated in the pathogenesis of chronic kidney diseases (CKD) and may function as a circulating "permeability factor" driving primary focal and segmental glomerulosclerosis (FSGS). Here we examined the mechanisms whereby suPAR causes mobilization and increased activation of Ca2+-permeable TRPC6 channels, which are also implicated in FSGS. Treatment of immortalized mouse podocytes with recombinant suPAR for 24 h caused a marked increase in cytosolic reactive oxygen species (ROS) that required signaling through integrins. This effect was associated with increased assembly of active cell surface NADPH oxidase 2 (Nox2) complexes and was blocked by the Nox2 inhibitor apoycynin. Treatment with suPAR also evoked a functionally measurable increase in TRPC6 channels that was blocked by concurrent treatment with the ROS-quencher TEMPOL as well as by inhibition of Rac1, an essential component of active Nox2 complexes. Elevated ROS evoked by exposing cells to suPAR or H2O2 caused a marked increase in the abundance of tyrosine-phosphorylated proteins including Src, and suPAR-evoked Src activation was blocked by TEMPOL. Moreover, mobilization and increased activation of TRPC6 by suPAR or H2O2 was blocked by concurrent exposure to PP2, an inhibitor of Src family tyrosine kinases. These data suggest that suPAR induces oxidative stress in podocytes that in turn drives signaling through Src family kinases to upregulate TRPC6 channels. The combination of oxidative stress and altered Ca2+ signaling may contribute to loss of podocytes and progression of various forms of CKD.
Collapse
|
10
|
Luo Q, Ning P, Zheng Y, Shang Y, Zhou B, Gao Z. Serum suPAR and syndecan-4 levels predict severity of community-acquired pneumonia: a prospective, multi-centre study. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2018; 22:15. [PMID: 29368632 PMCID: PMC5784729 DOI: 10.1186/s13054-018-1943-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2017] [Accepted: 01/04/2018] [Indexed: 12/22/2022]
Abstract
Background Community-acquired pneumonia (CAP) is a major cause of death worldwide and occurs with variable severity. There are few studies focused on the expression of soluble urokinase-type plasminogen activator receptor (suPAR) and syndecan-4 in patients with CAP. Methods A prospective, multi-centre study was conducted between January 2014 and December 2016. A total of 103 patients with severe CAP (SCAP), 149 patients with non-SCAP, and 30 healthy individuals were enrolled. Clinical data were recorded for all enrolled patients. Serum suPAR and syndecan-4 levels were determined by quantitative enzyme-linked immunosorbent assay. The t test and Mann–Whitney U test were used to compare between two groups; one-way analysis of variance and the Kruskal–Wallis test were used to compare multiple groups. Correlations were assessed using Pearson and Spearman tests. Area under the curve (AUCs), optimal threshold values, sensitivity, and specificity were calculated. Survival curves were constructed and compared by log-rank test. Regression analyses assessed the effect of multiple variables on 30-day survival. Results suPAR levels increased in all patients with CAP, especially in severe cases. Syndecan-4 levels decreased in patients with CAP, especially in non-survivors. suPAR and syndecan-4 levels were positively and negatively correlated with severity scores, respectively. suPAR exhibited high accuracy in predicting SCAP among patients with CAP with an AUC of 0.835 (p < 0.001). In contrast, syndecan-4 exhibited poor diagnostic value for predicting SCAP (AUC 0.550, p = 0.187). The AUC for predicting mortality in patients with SCAP was 0.772 and 0.744 for suPAR and syndecan-4, respectively; the respective prediction threshold values were 10.22 ng/mL and 6.68 ng/mL. Addition of both suPAR and syndecan-4 to the Pneumonia Severity Index significantly improved their prognostic accuracy, with an AUC of 0.885. Regression analysis showed that suPAR ≥10.22 ng/mL and syndecan-4 ≤ 6.68 ng/mL were reliable independent markers for prediction of 30-day survival. Conclusion suPAR exhibits high accuracy for both diagnosis and prognosis of SCAP. Syndecan-4 can reliably predict mortality in patients with SCAP. Addition of both suPAR and syndecan-4 to a clinical scoring method could improve prognostic accuracy. Trial registration ClinicalTrials.gov, NCT03093220. Registered on 28 March 2017 (retrospectively registered).
Collapse
Affiliation(s)
- Qiongzhen Luo
- Department of Respiratory & Critical Care Medicine, Peking University People's Hospital, Beijing, People's Republic of China
| | - Pu Ning
- Department of Respiratory & Critical Care Medicine, Peking University People's Hospital, Beijing, People's Republic of China
| | - Yali Zheng
- Department of Respiratory & Critical Care Medicine, Peking University People's Hospital, Beijing, People's Republic of China
| | - Ying Shang
- Department of Respiratory & Critical Care Medicine, Peking University People's Hospital, Beijing, People's Republic of China
| | - Bing Zhou
- Department of Respiratory & Critical Care Medicine, Peking University People's Hospital, Beijing, People's Republic of China
| | - Zhancheng Gao
- Department of Respiratory & Critical Care Medicine, Peking University People's Hospital, Beijing, People's Republic of China.
| |
Collapse
|