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Wang XF, Vigouroux R, Syonov M, Baglaenko Y, Nikolakopoulou AM, Ringuette D, Rus H, DiStefano PV, Dufour S, Shabanzadeh AP, Lee S, Mueller BK, Charish J, Harada H, Fish JE, Wither J, Wälchli T, Cloutier JF, Zlokovic BV, Carlen PL, Monnier PP. The liver and muscle secreted HFE2-protein maintains central nervous system blood vessel integrity. Nat Commun 2024; 15:1037. [PMID: 38310100 PMCID: PMC10838306 DOI: 10.1038/s41467-024-45303-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 01/19/2024] [Indexed: 02/05/2024] Open
Abstract
Liver failure causes breakdown of the Blood CNS Barrier (BCB) leading to damages of the Central-Nervous-System (CNS), however the mechanisms whereby the liver influences BCB-integrity remain elusive. One possibility is that the liver secretes an as-yet to be identified molecule(s) that circulate in the serum to directly promote BCB-integrity. To study BCB-integrity, we developed light-sheet imaging for three-dimensional analysis. We show that liver- or muscle-specific knockout of Hfe2/Rgmc induces BCB-breakdown, leading to accumulation of toxic-blood-derived fibrinogen in the brain, lower cortical neuron numbers, and behavioral deficits in mice. Soluble HFE2 competes with its homologue RGMa for binding to Neogenin, thereby blocking RGMa-induced downregulation of PDGF-B and Claudin-5 in endothelial cells, triggering BCB-disruption. HFE2 administration in female mice with experimental autoimmune encephalomyelitis, a model for multiple sclerosis, prevented paralysis and immune cell infiltration by inhibiting RGMa-mediated BCB alteration. This study has implications for the pathogenesis and potential treatment of diseases associated with BCB-dysfunction.
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Affiliation(s)
- Xue Fan Wang
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
- Institute of Biomedical and Biomaterial Engineering, University of Toronto, 1 King's College circle,, Toronto, M5S 1A8, ON, Canada
| | - Robin Vigouroux
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
- Department of Physiology, Faculty of Medicine, University of Toronto, 1 King's College circle,, Toronto, M5S 1A8, ON, Canada
| | - Michal Syonov
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
- Department of Physiology, Faculty of Medicine, University of Toronto, 1 King's College circle,, Toronto, M5S 1A8, ON, Canada
| | - Yuriy Baglaenko
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
| | - Angeliki M Nikolakopoulou
- Department of Physiology and Neuroscience, The Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Dene Ringuette
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
- Department of Physiology, Faculty of Medicine, University of Toronto, 1 King's College circle,, Toronto, M5S 1A8, ON, Canada
| | - Horea Rus
- University of Maryland, School of Medicine, Department of Neurology, Baltimore, MD, 21201, USA
| | - Peter V DiStefano
- Toronto General Hospital Research Institute, University Health Network, 101 College St. Rm 3-308, Toronto, M5L 1L7, ON, Canada
| | - Suzie Dufour
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
| | - Alireza P Shabanzadeh
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
| | - Seunggi Lee
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
- Department of Physiology, Faculty of Medicine, University of Toronto, 1 King's College circle,, Toronto, M5S 1A8, ON, Canada
| | | | - Jason Charish
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
- Department of Physiology, Faculty of Medicine, University of Toronto, 1 King's College circle,, Toronto, M5S 1A8, ON, Canada
| | - Hidekiyo Harada
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
| | - Jason E Fish
- Toronto General Hospital Research Institute, University Health Network, 101 College St. Rm 3-308, Toronto, M5L 1L7, ON, Canada
| | - Joan Wither
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
| | - Thomas Wälchli
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
- Group of CNS Angiogenesis and Neurovascular Link, and Physician-Scientist Program, Institute for Regenerative Medicine, Neuroscience Center Zurich, and Division of Neurosurgery, University and University Hospital Zurich, Zurich, Switzerland
- Division of Neurosurgery, University Hospital Zurich, Zurich, Switzerland
- Division of Neurosurgery, Department of Surgery, Toronto Western Hospital, University Health Network, Toronto, Canada
| | - Jean-François Cloutier
- The Neuro - Montreal Neurological Institute and Hospital, 3801 Rue Université, Montréal, QC, H3A 2B4, Canada
| | - Berislav V Zlokovic
- Department of Physiology and Neuroscience, The Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Peter L Carlen
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada
- Institute of Biomedical and Biomaterial Engineering, University of Toronto, 1 King's College circle,, Toronto, M5S 1A8, ON, Canada
- Department of Physiology and Neuroscience, The Zilkha Neurogenetic Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Philippe P Monnier
- Krembil Research Institute, University Health Network, Krembil Discovery Tower, 60 Leonard St.,, Toronto, M5T 2O8, ON, Canada.
- Institute of Biomedical and Biomaterial Engineering, University of Toronto, 1 King's College circle,, Toronto, M5S 1A8, ON, Canada.
- Department of Ophthalmology and Vision Sciences, Faculty of Medicine, University of Toronto, 340 College St.,, ON, Toronto, M5T 3A9, Canada.
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Muñoz-Grajales C, Barraclough ML, Diaz-Martinez JP, Su J, Bingham K, Kakvan M, Kretzmann RP, Tartaglia MC, Ruttan L, Choi MY, Appenzeller S, Marzouk S, Bonilla D, Katz P, Beaton D, Green R, Gladman DD, Wither J, Touma Z. Serum S100A8/A9 and MMP-9 levels are elevated in systemic lupus erythematosus patients with cognitive impairment. Front Immunol 2024; 14:1326751. [PMID: 38332909 PMCID: PMC10851148 DOI: 10.3389/fimmu.2023.1326751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 12/21/2023] [Indexed: 02/10/2024] Open
Abstract
Objective Cognitive impairment (CI) is one of the most common manifestations of Neuropsychiatric Systemic Lupus Erythematosus (NPSLE). Despite its frequency, we have a limited understanding of the underlying immune mechanisms, resulting in a lack of pathways to target. This study aims to bridge this gap by investigating differences in serum analyte levels in SLE patients based on their cognitive performance, independently from the attribution to SLE, and exploring the potential for various serum analytes to differentiate between SLE patients with and without CI. Methods Two hundred ninety individuals aged 18-65 years who met the 2019-EULAR/ACR classification criteria for SLE were included. Cognitive function was measured utilizing the adapted ACR-Neuropsychological Battery (ACR-NB). CI was defined as a z-score of ≤-1.5 in two or more domains. The serum levels of nine analytes were measured using ELISA. The data were randomly partitioned into a training (70%) and a test (30%) sets. Differences in the analyte levels between patients with and without CI were determined; and their ability to discriminate CI from non-CI was evaluated. Results Of 290 patients, 40% (n=116) had CI. Serum levels of S100A8/A9 and MMP-9, were significantly higher in patients with CI (p=0.006 and p=0.036, respectively). For most domains of the ACR-NB, patients with CI had higher S100A8/A9 serum levels than those without. Similarly, S100A8/A9 had a negative relationship with multiple CI tests and the highest AUC (0.74, 95%CI: 0.66-0.88) to differentiate between patients with and without CI. Conclusion In this large cohort of well-characterized SLE patients, serum S100A8/A9 and MMP-9 were elevated in patients with CI. S100A8/A9 had the greatest discriminatory ability in differentiating between patients with and without CI.
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Affiliation(s)
- Carolina Muñoz-Grajales
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Michelle L. Barraclough
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- National Institute for Health and Care Research (NIHR), Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
| | - Juan P. Diaz-Martinez
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Jiandong Su
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Kathleen Bingham
- Centre for Mental Health, University Health Network, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Mahta Kakvan
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Roberta Pozzi Kretzmann
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Maria Carmela Tartaglia
- Department of Medicine, Division of Neurology, University of Toronto Krembil Neurosciences Centre, Toronto, ON, Canada
| | - Lesley Ruttan
- Department of Psychology, University Health Network-Toronto Rehabilitation Institute, Toronto, ON, Canada
| | - May Y. Choi
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Simone Appenzeller
- School of Medical Science, Department of Orthopedics, Rheumatology and Traumatology, University of Campinas, São Paulo, Brazil
| | - Sherief Marzouk
- Centre for Mental Health, University Health Network, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Dennisse Bonilla
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Patricia Katz
- Division of Rheumatology, Department of Medicine, and Institute for Health Policy Studies, University of California, San Francisco, Novato, CA, United States
| | - Dorcas Beaton
- Institute for Work and Health, University of Toronto, Toronto, ON, Canada
| | - Robin Green
- Department of Psychology, University Health Network-Toronto Rehabilitation Institute, Toronto, ON, Canada
| | - Dafna D. Gladman
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Joan Wither
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- Department of Immunology, University of Toronto, Toronto, ON, Canada
- Department of Medicine, Division of Rheumatology, University of Toronto, Toronto, ON, Canada
| | - Zahi Touma
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
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Whittall-Garcia LP, Naderinabi F, Gladman DD, Urowitz M, Touma Z, Konvalinka A, Wither J. Circulating neutrophil extracellular trap remnants as a biomarker to predict outcomes in lupus nephritis. Lupus Sci Med 2024; 11:e001038. [PMID: 38177067 PMCID: PMC10773436 DOI: 10.1136/lupus-2023-001038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 12/09/2023] [Indexed: 01/06/2024]
Abstract
OBJECTIVE To determine if the serum levels of neutrophil extracellular trap (NET) remnants (Elastase-DNA and HMGB1-DNA complexes) at the time of a lupus nephritis (LN) flare predict renal outcomes in the following 24 months. METHODS This was a retrospective study performed in prospectively followed cohorts. The study included two cohorts: an exploratory cohort to assess the association between NET remnant levels and the presence of active LN, and a separate LN cohort to determine the utility of NET remnants to predict renal outcomes over the subsequent 24 months. RESULTS Ninety-two individuals were included in the exploratory cohort (49 active systemic lupus erythematosus (SLE), 23 inactive SLE and 20 healthy controls (HC)). NET remnants were significantly higher in patients with SLE patients compared with HC (p<0.0001 for both complexes) and those with active LN (36%) had significantly higher levels of NET remnants compared with active SLE without LN (Elastase-DNA: p=0.03; HMGB1-DNA: p=0.02). The LN cohort included 109 active LN patients. Patients with proliferative LN had significantly higher levels of NET remnants than non-proliferative LN (Elastase-DNA: p<0.0001; HMGB1-DNA: p=0.0003). Patients with higher baseline levels of NET remnants had higher odds of not achieving complete remission (Elastase-DNA: OR 2.34, p=0.007; HMGB1-DNA: OR 2.61, p=0.009) and of progressing to severe renal impairment (Elastase-DNA: OR 2.84, p=0.006; HMGB1-DNA: OR 2.04, p=0.02) at 24 months after the flare. CONCLUSIONS Elastase-DNA and HMGB1-DNA complexes predict renal outcomes, suggesting they could be used to identify patients requiring more aggressive therapy at flare onset.
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Affiliation(s)
- Laura Patricia Whittall-Garcia
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Farnoosh Naderinabi
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Dafna D Gladman
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Rheumatology, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Murray Urowitz
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Rheumatology, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Zahi Touma
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Rheumatology, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Ana Konvalinka
- Soham and Shaila Ajmera Family Transplant Centre, University Health Network, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, Division of Nephrology, University Health Network, Toronto, Ontario, Canada
| | - Joan Wither
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Rheumatology, Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
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Barraclough M, Erdman L, Diaz-Martinez JP, Knight A, Bingham K, Su J, Kakvan M, Grajales CM, Tartaglia MC, Ruttan L, Wither J, Choi MY, Bonilla D, Appenzeller S, Parker B, Goldenberg A, Katz P, Beaton D, Green R, Bruce IN, Touma Z. Systemic lupus erythematosus phenotypes formed from machine learning with a specific focus on cognitive impairment. Rheumatology (Oxford) 2023; 62:3610-3618. [PMID: 36394258 PMCID: PMC10629781 DOI: 10.1093/rheumatology/keac653] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 11/07/2022] [Indexed: 11/09/2023] Open
Abstract
OBJECTIVE To phenotype SLE based on symptom burden (disease damage, system involvement and patient reported outcomes), with a specific focus on objective and subjective cognitive function. METHODS SLE patients ages 18-65 years underwent objective cognitive assessment using the ACR Neuropsychological Battery (ACR-NB) and data were collected on demographic and clinical variables, disease burden/activity, health-related quality of life (HRQoL), depression, anxiety, fatigue and perceived cognitive deficits. Similarity network fusion (SNF) was used to identify patient subtypes. Differences between the subtypes were evaluated using Kruskal-Wallis and χ2 tests. RESULTS Of the 238 patients, 90% were female, with a mean age of 41 years (s.d. 12) and a disease duration of 14 years (s.d. 10) at the study visit. The SNF analysis defined two subtypes (A and B) with distinct patterns in objective and subjective cognitive function, disease burden/damage, HRQoL, anxiety and depression. Subtype A performed worst on all significantly different tests of objective cognitive function (P < 0.03) compared with subtype B. Subtype A also had greater levels of subjective cognitive function (P < 0.001), disease burden/damage (P < 0.04), HRQoL (P < 0.001) and psychiatric measures (P < 0.001) compared with subtype B. CONCLUSION This study demonstrates the complexity of cognitive impairment (CI) in SLE and that individual, multifactorial phenotypes exist. Those with greater disease burden, from SLE-specific factors or other factors associated with chronic conditions, report poorer cognitive functioning and perform worse on objective cognitive measures. By exploring different ways of phenotyping SLE we may better define CI in SLE. Ultimately this will aid our understanding of personalized CI trajectories and identification of appropriate treatments.
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Affiliation(s)
- Michelle Barraclough
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Lauren Erdman
- Genetics and Genome Biology, Department of Computer Science, Hospital for Sick Children, Peter Gilgan Centre for Research and Learning, University of Toronto, Toronto, ON, Canada
| | - Juan Pablo Diaz-Martinez
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Andrea Knight
- Division of Rheumatology, Hospital for Sick Children, Toronto, ON, Canada
| | - Kathleen Bingham
- Centre for Mental Health, University Health Network, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Jiandong Su
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Mahta Kakvan
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Carolina Muñoz Grajales
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | | | - Lesley Ruttan
- University Health Network-Toronto Rehabilitation Institute, Toronto, ON, Canada
| | - Joan Wither
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - May Y Choi
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Dennisse Bonilla
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | | | - Ben Parker
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Anna Goldenberg
- Genetics and Genome Biology, Department of Computer Science, Hospital for Sick Children, Peter Gilgan Centre for Research and Learning, University of Toronto, Toronto, ON, Canada
| | - Patricia Katz
- University of California, San Francisco, Novato, CA, USA
| | - Dorcas Beaton
- Institute for Work and Health, University of Toronto, Toronto, ON, Canada
| | - Robin Green
- University Health Network-Toronto Rehabilitation Institute, Toronto, ON, Canada
| | - Ian N Bruce
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Zahi Touma
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
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Tang TS, Liao F, Webber D, Gold N, Cao J, Dominguez D, Gladman D, Knight A, Levy DM, Ng L, Paterson AD, Touma Z, Urowitz MB, Wither J, Silverman ED, Pullenayegum EM, Hiraki LT. Genetics of longitudinal kidney function in children and adults with systemic lupus erythematosus. Rheumatology (Oxford) 2023; 62:3749-3756. [PMID: 36916720 PMCID: PMC10629779 DOI: 10.1093/rheumatology/kead119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 01/30/2023] [Accepted: 03/04/2023] [Indexed: 03/15/2023] Open
Abstract
OBJECTIVES Genome-wide association studies (GWAS) have identified loci associated with estimated glomerular filtration rate (eGFR). Few LN risk loci have been identified to date. We tested the association of SLE and eGFR polygenic risk scores (PRS) with repeated eGFR measures from children and adults with SLE. METHODS Patients from two tertiary care lupus clinics that met ≥4 ACR and/or SLICC criteria for SLE were genotyped on the Illumina MEGA or Omni1-Quad arrays. PRSs were calculated for SLE and eGFR, using published weighted GWA-significant alleles. eGFR was calculated using the CKD-EPI and Schwartz equations. We tested the effect of eGFR- and SLE-PRSs on eGFR mean and variance, adjusting for age at diagnosis, sex, ancestry, follow-up time, and clinical event flags. RESULTS We included 1158 SLE patients (37% biopsy-confirmed LN) with 36 733 eGFR measures over a median of 7.6 years (IQR: 3.9-15.3). LN was associated with lower within-person mean eGFR [LN: 93.8 (s.d. 26.4) vs non-LN: 101.6 (s.d. 17.7) mL/min per 1.73 m2; P < 0.0001] and higher variance [LN median: 157.0 (IQR: 89.5, 268.9) vs non-LN median: 84.9 (IQR: 46.9, 138.2) (mL/min per 1.73 m2)2; P < 0.0001]. Increasing SLE-PRSs were associated with lower mean eGFR and greater variance, while increasing eGFR-PRS was associated with increased eGFR mean and variance. CONCLUSION We observed significant associations between SLE and eGFR PRSs and repeated eGFR measurements, in a large cohort of children and adults with SLE. Longitudinal eGFR may serve as a powerful alternative outcome to LN categories for discovery of LN risk loci.
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Affiliation(s)
- Thai-Son Tang
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Fangming Liao
- Genetics & Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Declan Webber
- Genetics & Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nicholas Gold
- Genetics & Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jingjing Cao
- The Centre for Applied Genomics, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Daniela Dominguez
- Division of Rheumatology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Dafna Gladman
- Division of Rheumatology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Andrea Knight
- Division of Rheumatology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Deborah M Levy
- Division of Rheumatology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Lawrence Ng
- Division of Rheumatology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Andrew D Paterson
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Genetics & Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Zahi Touma
- Krembil Research Institute, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Murray B Urowitz
- Krembil Research Institute, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Joan Wither
- Krembil Research Institute, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Earl D Silverman
- Division of Rheumatology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Translational Medicine, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Eleanor M Pullenayegum
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Linda T Hiraki
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Genetics & Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Rheumatology, The Hospital for Sick Children, Toronto, Ontario, Canada
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Webber D, Cao J, Dominguez D, Gladman DD, Knight A, Levy DM, Liao F, Ng L, Paterson AD, Touma Z, Wither J, Urowitz M, Silverman ED, Hiraki LT. Genetics of osteonecrosis in children and adults with systemic lupus erythematosus. Rheumatology (Oxford) 2023; 62:3205-3212. [PMID: 36651668 DOI: 10.1093/rheumatology/kead016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 12/19/2022] [Indexed: 01/19/2023] Open
Abstract
OBJECTIVES Genetics plays an important role in SLE risk, as well as osteonecrosis (ON), a significant and often debilitating complication of SLE. We aimed to identify genetic risk loci for ON in people with childhood-onset (cSLE) and adult-onset (aSLE) SLE. METHODS We enrolled participants from two tertiary care centres who met classification criteria for SLE. Participants had prospectively collected clinical data and were genotyped on a multiethnic array. Un-genotyped single nucleotide polymorphisms (SNPs) were imputed, and ancestry was inferred using principal components (PCs). Our outcome was symptomatic ON confirmed by imaging. We completed time-to-ON and logistic regression of ON genome-wide association studies (GWASs) with covariates for sex, age of SLE diagnosis, five PCs for ancestry, corticosteroid use and selected SLE manifestations. We conducted separate analyses for cSLE and aSLE and meta-analysed results using inverse-variance weighting. Genome-wide significance was P < 5 × 10-8. RESULTS The study included 940 participants with SLE, 87% female and 56% with cSLE. ON was present in 7.6% (n = 71). Median age of SLE diagnosis was 16.9 years (interquartile range [IQR]: 13.5, 29.3), with median follow-up of 8.0 years (IQR: 4.2, 15.7). Meta-GWAS of cSLE and aSLE time-to-ON of 4 431 911 SNPs identified a significant Chr.2 SNP, rs34118383 (minor allele frequency = 0.18), intronic to WIPF1 (hazard ratio = 3.2 [95% CI: 2.2, 4.8]; P = 1.0 × 10-8). CONCLUSION We identified an intronic WIPF1 variant associated with a 3.2 times increased hazard for ON (95% CI: 2.2, 4.8; P = 1.0 × 10-8) during SLE follow-up, independent of corticosteroid exposure. The effect of the SNP on time-to-ON was similar in cSLE and aSLE. This novel discovery represents a potential ON risk locus. Our results warrant replication.
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Affiliation(s)
- Declan Webber
- Division of Rheumatology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jingjing Cao
- Genetics & Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada
| | - Daniela Dominguez
- Division of Rheumatology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Dafna D Gladman
- Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Andrea Knight
- Division of Rheumatology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
- Neurosciences and Mental Health, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada
| | - Deborah M Levy
- Division of Rheumatology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Fangming Liao
- Division of Rheumatology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Lawrence Ng
- Division of Rheumatology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Andrew D Paterson
- Genetics & Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada
| | - Zahi Touma
- Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Joan Wither
- Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Murray Urowitz
- Schroeder Arthritis Institute, Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Earl D Silverman
- Division of Rheumatology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Linda T Hiraki
- Division of Rheumatology, The Hospital for Sick Children, Toronto, ON, Canada
- Genetics & Genome Biology, Research Institute, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
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Dobrowolski C, Barraclough M, Su J, Tanic M, Bingham K, Ruttan L, Beaton D, Wither J, Tartaglia MC, Sano M, Kakvan M, Bonilla D, Green R, Touma Z. Centrally acting ACE inhibitor (cACEi) and angiotensin receptor blocker (cARB) use and cognitive dysfunction in patients with SLE. Lupus Sci Med 2023; 10:e000923. [PMID: 37429671 PMCID: PMC10335417 DOI: 10.1136/lupus-2023-000923] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 05/31/2023] [Indexed: 07/12/2023]
Abstract
OBJECTIVE Cognitive dysfunction (CD) is detectable in approximately 40% of patients with SLE. Despite this high prevalence, there are no approved pharmacological treatment options for this detrimental condition. Preliminary murine studies show potential for targeting microglial activation as a treatment of SLE-CD, which may be ameliorated with centrally acting ACE inhibitor (cACEi) and angiotensin receptor blocker (cARB) use. The aim of this study is to determine if there is an association of cACEi/cARB use with cognitive function in a human SLE cohort. METHODS The American College of Rheumatology neuropsychological battery was administered to patients with consecutive SLE at a single academic health centre at baseline, 6 and 12 months. Scores were compared with sex-matched and age-matched control subjects. Clinical and demographic data were gathered at each visit. The primary outcome was CD defined as dysfunction in two or more cognitive domains. The primary predictor was a total cumulative dose of cACEi/cARB in milligrams per kilogram, recorded as an equivalent ramipril dose. Odds of CD with respect to cACEi/cARB use were determined through generalised linear mixed modelling. RESULTS A total of 300 patients, representing 676 visits, completed this study. One hundred sixteen (39%) met the criteria for CD. Fifty-three participants (18%) were treated with a cACEi or cARB. Mean cumulative dose was 236 mg/kg (calculated as equivalent ramipril dose). Cumulative cACEi/cARB dose was not protective against SLE-CD. Caucasian ethnicity, current employment status and azathioprine cumulative dose were each associated with reduced odds of SLE-CD. Increasing Fatigue Severity Scale score was associated with increased odds of CD. CONCLUSIONS In a single-centre SLE cohort, cACEi/cARB use was not associated with absence of CD. Many important confounders may have influenced the results of this retrospective study. A randomised trial is required to accurately determine if cACEi/cARB is a potential treatment for SLE-CD.
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Affiliation(s)
- Chrisanna Dobrowolski
- Division of Rheumatology, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Michelle Barraclough
- Division of Musculoskeletal & Dermatological Sciences, The University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, Manchester, UK
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Jiandong Su
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Milica Tanic
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Kathleen Bingham
- Centre for Mental Health, University Health Network, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Lesley Ruttan
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Dorcas Beaton
- Institute for Work and Health, Toronto, Ontario, Canada
| | - Joan Wither
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto, Toronto, Ontario, Canada
| | - Maria Carmela Tartaglia
- University of Toronto, Toronto, Ontario, Canada
- Krembil Neurosciences Centre, University Health Network, Toronto, Ontario, Canada
| | - Mary Sano
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Mahta Kakvan
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto, Toronto, Ontario, Canada
| | - Dennisse Bonilla
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Robin Green
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Zahi Touma
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- Division of Rheumatology, University of Toronto, Toronto, Ontario, Canada
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8
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Barraclough ML, Diaz-Martinez JP, Knight A, Bingham K, Su J, Kakvan M, Grajales CM, Tartaglia MC, Ruttan L, Wither J, Choi MY, Bonilla D, Anderson N, Appenzeller S, Parker B, Katz P, Beaton D, Green R, Bruce IN, Touma Z. In-person versus virtual administration of the American College of Radiology gold standard cognitive battery in systemic lupus erythematosus: Are they interchangeable? Lupus 2023; 32:737-745. [PMID: 37036020 DOI: 10.1177/09612033231168477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2023]
Abstract
OBJECTIVE During the COVID-19 pandemic, many research studies were adapted, including our longitudinal study examining cognitive impairment (CI) in systemic lupus erythematosus (SLE). Cognitive testing was switched from in-person to virtual. This analysis aimed to determine if the administration method (in-person vs. virtual) of the ACR-neuropsychological battery (ACR-NB) affected participant cognitive performance and classification. METHODS Data from our multi-visit, SLE CI study included demographic, clinical, and psychiatric characteristics, and the modified ACR-NB. Three analyses were undertaken for cognitive performance: (1) all visits, (2) non-CI group visits only and (3) intra-individual comparisons. A retrospective preferences questionnaire was given to participants who completed the ACR-NB both in-person and virtually. RESULTS We analysed 328 SLE participants who had 801 visits (696 in-person and 105 virtual). Demographic, clinical, and psychiatric characteristics were comparable except for ethnicity, anxiety and disease-related damage. Across all three comparisons, six tests were consistently statistically significantly different. CI classification changed in 11/71 (15%) participants. 45% of participants preferred the virtual administration method and 33% preferred in-person. CONCLUSIONS Of the 19 tests in the ACR-NB, we identified one or more problems with eight (42%) tests when moving from in-person to virtual administration. As the use of virtual cognitive testing will likely increase, these issues need to be addressed - potentially by validating a virtual version of the ACR-NB. Until then, caution must be taken when directly comparing virtual to in-person test results. If future studies use a mixed administration approach, this should be accounted for during analysis.
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Affiliation(s)
- M L Barraclough
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, 5292The University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - J P Diaz-Martinez
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, 7938University of Toronto Lupus Clinic, Toronto, ON, Canada
| | - A Knight
- Division of Rheumatology, 7979Hospital for Sick Children, Toronto, ON, Canada
- Neurosciences and Mental Health Program, SickKids Research Institute, Toronto, ON, Canada
| | - K Bingham
- Centre for Mental Health, 7989University Health Network, Toronto, ON, Canada
- Department of Psychiatry, 7938University of Toronto, Toronto, ON, Canada
| | - J Su
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
- Division of Rheumatology, 7979Hospital for Sick Children, Toronto, ON, Canada
| | - M Kakvan
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, 7938University of Toronto Lupus Clinic, Toronto, ON, Canada
| | - C Muñoz Grajales
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, 7938University of Toronto Lupus Clinic, Toronto, ON, Canada
| | - M C Tartaglia
- Krembil Research Institute, 7989University Health Network Memory Clinic, Toronto, ON, Canada
| | - L Ruttan
- 7961University Health Network-Toronto Rehabilitation Institute, Toronto, ON, Canada
| | - J Wither
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
| | - M Y Choi
- Cumming School of Medicine, 70401University of Calgary, Calgary, AB, Canada
| | - D Bonilla
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, 7938University of Toronto Lupus Clinic, Toronto, ON, Canada
| | - N Anderson
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, 7938University of Toronto Lupus Clinic, Toronto, ON, Canada
| | - S Appenzeller
- Department of Orthopaedics, Rheumatology and Traumatology, 7938University of Campinas, São Paulo, Brazil
| | - B Parker
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, 5292The University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - P Katz
- 8785University of California, San Francisco, CA, USA
| | - D Beaton
- Institute for Work and Health, 7966University of Toronto, Toronto, ON, Canada
| | - R Green
- Krembil Research Institute, 7989University Health Network Memory Clinic, Toronto, ON, Canada
| | - I N Bruce
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, 5292The University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Z Touma
- Schroeder Arthritis Institute, Krembil Research Institute, 7989University Health Network, Toronto, ON, Canada
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, 7938University of Toronto Lupus Clinic, Toronto, ON, Canada
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9
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Kim ST, Muñoz-Grajales C, Dunn SE, Schneider R, Johnson SR, Touma Z, Ahmad Z, Bonilla D, Atenafu EG, Hiraki LT, Bookman A, Wither J. Interferon and interferon-induced cytokines as markers of impending clinical progression in ANA + individuals without a systemic autoimmune rheumatic disease diagnosis. Arthritis Res Ther 2023; 25:21. [PMID: 36765391 PMCID: PMC9912609 DOI: 10.1186/s13075-023-02997-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 01/26/2023] [Indexed: 02/12/2023] Open
Abstract
BACKGROUND Elevated levels of interferons (IFNs) are a characteristic feature of systemic autoimmune rheumatic diseases (SARDs) and may be useful in predicting impending symptomatic progression in anti-nuclear antibody-positive (ANA+) individuals lacking a SARD diagnosis. Typically, these are measured by their effect on gene expression in the blood, which has limited their utility in clinical settings. Here, we assessed whether the measurement of serum IFN-α or selected IFN-induced cytokines accurately mirrors IFN-induced gene expression in ANA+ individuals and investigated their utility as biomarkers of clinical progression. METHODS A total of 280 subjects were studied, including 50 ANA- healthy controls, 160 ANA+ individuals without a SARD diagnosis (96 asymptomatic, 64 with undifferentiated connective tissue disease), and 70 SARD patients. IFN-induced gene expression was measured by nanoString and cytokine levels by ELISA or Simoa. ANA+ individuals lacking a SARD diagnosis who had the new onset of SARD criteria over the subsequent 2 years were defined as progressors. RESULTS Measurement of IFN-α levels by high-sensitivity ELISA or Simoa correlated much better with IFN-induced gene expression than measurement of CXCL-10 or Galectin-9 levels. Despite this, high CXCL-10 and Galectin-9 levels were better predictors of subsequent progression in ANA+ individuals than measures of IFN-α or IFN-induced gene expression with the optimal combination of predictive cytokines (CXCL-10 and IFN-α as measured by ELISA), resulting in a specificity and positive predictive value of 100%. CONCLUSION Easily performed ELISA assays for CXCL-10 and IFN-α can be used to predict ANA+ individuals at high risk of imminent symptomatic progression.
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Affiliation(s)
- Sonya T. Kim
- grid.231844.80000 0004 0474 0428Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, 60 Leonard Avenue, Toronto, ON M5T 0S8 Canada
| | - Carolina Muñoz-Grajales
- grid.231844.80000 0004 0474 0428Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, 60 Leonard Avenue, Toronto, ON M5T 0S8 Canada ,grid.17063.330000 0001 2157 2938Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON Canada
| | - Shannon E. Dunn
- grid.17063.330000 0001 2157 2938Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON Canada ,grid.415502.7Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON Canada
| | - Raphael Schneider
- grid.415502.7Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON Canada ,grid.415502.7Division of Neurology, St. Michael’s Hospital Unity Health, Toronto, ON Canada ,grid.17063.330000 0001 2157 2938Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, ON Canada
| | - Sindhu R. Johnson
- grid.17063.330000 0001 2157 2938Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, ON Canada ,Toronto Scleroderma Program, Division of Rheumatology, Toronto Western and Mount Sinai Hospitals, Toronto, ON Canada
| | - Zahi Touma
- grid.17063.330000 0001 2157 2938Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, ON Canada ,grid.231844.80000 0004 0474 0428University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Schroeder Arthritis Institute, University Health Network, Toronto, ON Canada
| | - Zareen Ahmad
- grid.17063.330000 0001 2157 2938Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, ON Canada ,Toronto Scleroderma Program, Division of Rheumatology, Toronto Western and Mount Sinai Hospitals, Toronto, ON Canada
| | - Dennisse Bonilla
- grid.231844.80000 0004 0474 0428Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, 60 Leonard Avenue, Toronto, ON M5T 0S8 Canada
| | - Eshetu G. Atenafu
- grid.231844.80000 0004 0474 0428Biostatistics Department, Princess Margaret Cancer Center, University Health Network, Toronto, Canada
| | - Linda T. Hiraki
- grid.17063.330000 0001 2157 2938Division of Rheumatology, The Hospital for Sick Children, and Department of Paediatrics, University of Toronto, Toronto, ON Canada
| | - Arthur Bookman
- grid.17063.330000 0001 2157 2938Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, ON Canada ,grid.231844.80000 0004 0474 0428Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Toronto, ON Canada
| | - Joan Wither
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, 60 Leonard Avenue, Toronto, ON, M5T 0S8, Canada. .,Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada. .,Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, ON, Canada. .,Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Toronto, ON, Canada.
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Whittall-Garcia L, Goliad K, Kim M, Bonilla D, Gladman D, Urowitz M, Fortin PR, Atenafu EG, Touma Z, Wither J. Identification and Validation of a Urinary Biomarker Panel to Accurately Diagnose and Predict Response to Therapy in Lupus Nephritis. Front Immunol 2022; 13:889931. [PMID: 35711439 PMCID: PMC9196040 DOI: 10.3389/fimmu.2022.889931] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 05/02/2022] [Indexed: 11/15/2022] Open
Abstract
Background We have previously shown that 15 urinary biomarkers (of 129 tested by Luminex), discriminate between active Lupus Nephritis (ALN) and non-LN patients. The aim of this study was to evaluate the ability of these 15 previously-identified urinary biomarkers to predict treatment responses to conventional therapy, and for the most predictive of these biomarkers to validate their utility to identify ALN patients in an independent prospectively-acquired lupus cohort. Methods Our study had a 3-stage approach. In stage 1, we used Luminex to examine whether our previously identified urinary biomarkers at the time of the renal flare ( ± 3 months) or 12 ± 3 months after treatment of biopsy-proven ALN could predict treatment responses. In stage 2, a larger prospectively-acquired cross-sectional cohort was used to further validate the utility of the most predictive urinary biomarkers (identified in stage 1) to detect ALN patients. In this 2nd stage, cut-offs with the best operating characteristics to detect ALN patients were produced for each biomarker and different combinations and/or numbers of elevated biomarkers needed to accurately identify ALN patients were analyzed. In stage 3, we aimed to further corroborate the sensitivity of the cut-offs created in stage 2 to detect ALN patients in a biopsy-proven ALN cohort who had a urine sample collection within 3 months of their biopsy. Results Twenty-one patients were included in stage 1. Twelve (57.1%), 4 (19.1%), and 5 (23.8%) patients had a complete (CR), partial (PR) and no (NR) remission at 24 ± 3 months, respectively. The percentage decrease following 12 ± 3 months of treatment for Adiponectin, MCP-1, sVCAM-1, PF4, IL-15 and vWF was significantly higher in patients with CR in comparison to those with PR/NR. In stage 2, a total of 247 SLE patients were included, of which 24 (9.7%) had ALN, 79 (31.9%) had LN in remission (RLN) and 144 (58.3%) were non-LN (NLN) patients. Based on the combinations of biomarkers with the best operating characteristics we propose “rule out” and “rule in” ALN criteria. In stage 3, 53 biopsy-proven ALN patients were included, 35 with proliferative LN and 18 with non-proliferative ALN, demonstrating that our “rule in ALN” criteria operate better in detecting active proliferative than non-proliferative classes. Conclusions Our results provide further evidence to support the role of Adiponectin, MCP-1, sVCAM-1 and PF4 in the detection of proliferative ALN cases. We further show the clinical utility of measuring multiple rather than a single biomarker and we propose novel “rule in” and “rule out” criteria for the detection of proliferative ALN with excellent operating characteristics.
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Affiliation(s)
- Laura Whittall-Garcia
- Division of Rheumatology, Department of Medicine, Toronto Western Hospital, University of Toronto, Toronto, ON, Canada
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Kirubel Goliad
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Michael Kim
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Dennisse Bonilla
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Dafna Gladman
- Division of Rheumatology, Department of Medicine, Toronto Western Hospital, University of Toronto, Toronto, ON, Canada
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Murray Urowitz
- Division of Rheumatology, Department of Medicine, Toronto Western Hospital, University of Toronto, Toronto, ON, Canada
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Paul R. Fortin
- Division of Rheumatology, Department of Medicine, Centre de recherche du CHU de Québec–Université Laval, Quebec City, QC, Canada
| | - Eshetu G. Atenafu
- Department of Biostatistics, University Health Network, Toronto, ON, Canada
| | - Zahi Touma
- Division of Rheumatology, Department of Medicine, Toronto Western Hospital, University of Toronto, Toronto, ON, Canada
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Joan Wither
- Division of Rheumatology, Department of Medicine, Toronto Western Hospital, University of Toronto, Toronto, ON, Canada
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
- Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- *Correspondence: Joan Wither,
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Wymant C, Bezemer D, Blanquart F, Ferretti L, Gall A, Hall M, Golubchik T, Bakker M, Ong SH, Zhao L, Bonsall D, de Cesare M, MacIntyre-Cockett G, Abeler-Dörner L, Albert J, Bannert N, Fellay J, Grabowski MK, Gunsenheimer-Bartmeyer B, Günthard HF, Kivelä P, Kouyos RD, Laeyendecker O, Meyer L, Porter K, Ristola M, van Sighem A, Berkhout B, Kellam P, Cornelissen M, Reiss P, Fraser C, Aubert V, Battegay M, Bernasconi E, Böni J, Braun DL, Bucher HC, Burton-Jeangros C, Calmy A, Cavassini M, Dollenmaier G, Egger M, Elzi L, Fehr J, Fellay J, Furrer H, Fux CA, Gorgievski M, Günthard H, Haerry D, Hasse B, Hirsch HH, Hoffmann M, Hösli I, Kahlert C, Kaiser L, Keiser O, Klimkait T, Kouyos R, Kovari H, Ledergerber B, Martinetti G, de Tejada BM, Marzolini C, Metzner K, Müller N, Nadal D, Nicca D, Pantaleo G, Rauch A, Regenass S, Rudin C, Schöni-Affolter F, Schmid P, Speck R, Stöckle M, Tarr P, Trkola A, Vernazza P, Weber R, Yerly S, van der Valk M, Geerlings SE, Goorhuis A, Hovius JW, Lempkes B, Nellen FJB, van der Poll T, Prins JM, Reiss P, van Vugt M, Wiersinga WJ, Wit FWMN, van Duinen M, van Eden J, Hazenberg A, van Hes AMH, Rajamanoharan S, Robinson T, Taylor B, Brewer C, Mayr C, Schmidt W, Speidel A, Strohbach F, Arastéh K, Cordes C, Pijnappel FJJ, Stündel M, Claus J, Baumgarten A, Carganico A, Ingiliz P, Dupke S, Freiwald M, Rausch M, Moll A, Schleehauf D, Smalhout SY, Hintsche B, Klausen G, Jessen H, Jessen A, Köppe S, Kreckel P, Schranz D, Fischer K, Schulbin H, Speer M, Weijsenfeld AM, Glaunsinger T, Wicke T, Bieniek B, Hillenbrand H, Schlote F, Lauenroth-Mai E, Schuler C, Schürmann D, Wesselmann H, Brockmeyer N, Jurriaans S, Gehring P, Schmalöer D, Hower M, Spornraft-Ragaller P, Häussinger D, Reuter S, Esser S, Markus R, Kreft B, Berzow D, Back NKT, Christl A, Meyer A, Plettenberg A, Stoehr A, Graefe K, Lorenzen T, Adam A, Schewe K, Weitner L, Fenske S, Zaaijer HL, Hansen S, Stellbrink HJ, Wiemer D, Hertling S, Schmidt R, Arbter P, Claus B, Galle P, Jäger H, Jä Gel-Guedes E, Berkhout B, Postel N, Fröschl M, Spinner C, Bogner J, Salzberger B, Schölmerich J, Audebert F, Marquardt T, Schaffert A, Schnaitmann E, Cornelissen MTE, Trein A, Frietsch B, Müller M, Ulmer A, Detering-Hübner B, Kern P, Schubert F, Dehn G, Schreiber M, Güler C, Schinkel CJ, Gunsenheimer-Bartmeyer B, Schmidt D, Meixenberger K, Bannert N, Wolthers KC, Peters EJG, van Agtmael MA, Autar RS, Bomers M, Sigaloff KCE, Heitmuller M, Laan LM, Ang CW, van Houdt R, Jonges M, Kuijpers TW, Pajkrt D, Scherpbier HJ, de Boer C, van der Plas A, van den Berge M, Stegeman A, Baas S, Hage de Looff L, Buiting A, Reuwer A, Veenemans J, Wintermans B, Pronk MJH, Ammerlaan HSM, van den Bersselaar DNJ, de Munnik ES, Deiman B, Jansz AR, Scharnhorst V, Tjhie J, Wegdam MCA, van Eeden A, Nellen J, Brokking W, Elsenburg LJM, Nobel H, van Kasteren MEE, Berrevoets MAH, Brouwer AE, Adams A, van Erve R, de Kruijf-van de Wiel BAFM, Keelan-Phaf S, van de Ven B, van der Ven B, Buiting AGM, Murck JL, de Vries-Sluijs TEMS, Bax HI, van Gorp ECM, de Jong-Peltenburg NC, de Mendonç A Melo M, van Nood E, Nouwen JL, Rijnders BJA, Rokx C, Schurink CAM, Slobbe L, Verbon A, Bassant N, van Beek JEA, Vriesde M, van Zonneveld LM, de Groot J, Boucher CAB, Koopmans MPG, van Kampen JJA, Fraaij PLA, van Rossum AMC, Vermont CL, van der Knaap LC, Visser E, Branger J, Douma RA, Cents-Bosma AS, Duijf-van de Ven CJHM, Schippers EF, van Nieuwkoop C, van Ijperen JM, Geilings J, van der Hut G, van Burgel ND, Leyten EMS, Gelinck LBS, Mollema F, Davids-Veldhuis S, Tearno C, Wildenbeest GS, Heikens E, Groeneveld PHP, Bouwhuis JW, Lammers AJJ, Kraan S, van Hulzen AGW, Kruiper MSM, van der Bliek GL, Bor PCJ, Debast SB, Wagenvoort GHJ, Kroon FP, de Boer MGJ, Jolink H, Lambregts MMC, Roukens AHE, Scheper H, Dorama W, van Holten N, Claas ECJ, Wessels E, den Hollander JG, El Moussaoui R, Pogany K, Brouwer CJ, Smit JV, Struik-Kalkman D, van Niekerk T, Pontesilli O, Lowe SH, Oude Lashof AML, Posthouwer D, van Wolfswinkel ME, Ackens RP, Burgers K, Schippers J, Weijenberg-Maes B, van Loo IHM, Havenith TRA, van Vonderen MGA, Kampschreur LM, Faber S, Steeman-Bouma R, Al Moujahid A, Kootstra GJ, Delsing CE, van der Burg-van de Plas M, Scheiberlich L, Kortmann W, van Twillert G, Renckens R, Ruiter-Pronk D, van Truijen-Oud FA, Cohen Stuart JWT, Jansen ER, Hoogewerf M, Rozemeijer W, van der Reijden WA, Sinnige JC, Brinkman K, van den Berk GEL, Blok WL, Lettinga KD, de Regt M, Schouten WEM, Stalenhoef JE, Veenstra J, Vrouenraets SME, Blaauw H, Geerders GF, Kleene MJ, Kok M, Knapen M, van der Meché IB, Mulder-Seeleman E, Toonen AJM, Wijnands S, Wttewaal E, Kwa D, van Crevel R, van Aerde K, Dofferhoff ASM, Henriet SSV, Ter Hofstede HJM, Hoogerwerf J, Keuter M, Richel O, Albers M, Grintjes-Huisman KJT, de Haan M, Marneef M, Strik-Albers R, Rahamat-Langendoen J, Stelma FF, Burger D, Gisolf EH, Hassing RJ, Claassen M, Ter Beest G, van Bentum PHM, Langebeek N, Tiemessen R, Swanink CMA, van Lelyveld SFL, Soetekouw R, van der Prijt LMM, van der Swaluw J, Bermon N, van der Reijden WA, Jansen R, Herpers BL, Veenendaal D, Verhagen DWM, Lauw FN, van Broekhuizen MC, van Wijk M, Bierman WFW, Bakker M, Kleinnijenhuis J, Kloeze E, Middel A, Postma DF, Schölvinck EH, Stienstra Y, Verhage AR, Wouthuyzen-Bakker M, Boonstra A, de Groot-de Jonge H, van der Meulen PA, de Weerd DA, Niesters HGM, van Leer-Buter CC, Knoester M, Hoepelman AIM, Arends JE, Barth RE, Bruns AHW, Ellerbroek PM, Mudrikova T, Oosterheert JJ, Schadd EM, van Welzen BJ, Aarsman K, Griffioen-van Santen BMG, de Kroon I, van Berkel M, van Rooijen CSAM, Schuurman R, Verduyn-Lunel F, Wensing AMJ, Bont LJ, Geelen SPM, Loeffen YGT, Wolfs TFW, Nauta N, Rooijakkers EOW, Holtsema H, Voigt R, van de Wetering D, Alberto A, van der Meer I, Rosingh A, Halaby T, Zaheri S, Boyd AC, Bezemer DO, van Sighem AI, Smit C, Hillebregt M, de Jong A, Woudstra T, Bergsma D, Meijering R, van de Sande L, Rutkens T, van der Vliet S, de Groot L, van den Akker M, Bakker Y, El Berkaoui A, Bezemer M, Brétin N, Djoechro E, Groters M, Kruijne E, Lelivelt KJ, Lodewijk C, Lucas E, Munjishvili L, Paling F, Peeck B, Ree C, Regtop R, Ruijs Y, Schoorl M, Schnörr P, Scheigrond A, Tuijn E, Veenenberg L, Visser KM, Witte EC, Ruijs Y, Van Frankenhuijsen M, Allegre T, Makhloufi D, Livrozet JM, Chiarello P, Godinot M, Brunel-Dalmas F, Gibert S, Trepo C, Peyramond D, Miailhes P, Koffi J, Thoirain V, Brochier C, Baudry T, Pailhes S, Lafeuillade A, Philip G, Hittinger G, Assi A, Lambry V, Rosenthal E, Naqvi A, Dunais B, Cua E, Pradier C, Durant J, Joulie A, Quinsat D, Tempesta S, Ravaux I, Martin IP, Faucher O, Cloarec N, Champagne H, Pichancourt G, Morlat P, Pistone T, Bonnet F, Mercie P, Faure I, Hessamfar M, Malvy D, Lacoste D, Pertusa MC, Vandenhende MA, Bernard N, Paccalin F, Martell C, Roger-Schmelz J, Receveur MC, Duffau P, Dondia D, Ribeiro E, Caltado S, Neau D, Dupont M, Dutronc H, Dauchy F, Cazanave C, Vareil MO, Wirth G, Le Puil S, Pellegrin JL, Raymond I, Viallard JF, Chaigne de Lalande S, Garipuy D, Delobel P, Obadia M, Cuzin L, Alvarez M, Biezunski N, Porte L, Massip P, Debard A, Balsarin F, Lagarrigue M, Prevoteau du Clary F, Aquilina C, Reynes J, Baillat V, Merle C, Lemoing V, Atoui N, Makinson A, Jacquet JM, Psomas C, Tramoni C, Aumaitre H, Saada M, Medus M, Malet M, Eden A, Neuville S, Ferreyra M, Sotto A, Barbuat C, Rouanet I, Leureillard D, Mauboussin JM, Lechiche C, Donsesco R, Cabie A, Abel S, Pierre-Francois S, Batala AS, Cerland C, Rangom C, Theresine N, Hoen B, Lamaury I, Fabre I, Schepers K, Curlier E, Ouissa R, Gaud C, Ricaud C, Rodet R, Wartel G, Sautron C, Beck-Wirth G, Michel C, Beck C, Halna JM, Kowalczyk J, Benomar M, Drobacheff-Thiebaut C, Chirouze C, Faucher JF, Parcelier F, Foltzer A, Haffner-Mauvais C, Hustache Mathieu M, Proust A, Piroth L, Chavanet P, Duong M, Buisson M, Waldner A, Mahy S, Gohier S, Croisier D, May T, Delestan M, Andre M, Zadeh MM, Martinot M, Rosolen B, Pachart A, Martha B, Jeunet N, Rey D, Cheneau C, Partisani M, Priester M, Bernard-Henry C, Batard ML, Fischer P, Berger JL, Kmiec I, Robineau O, Huleux T, Ajana F, Alcaraz I, Allienne C, Baclet V, Meybeck A, Valette M, Viget N, Aissi E, Biekre R, Cornavin P, Merrien D, Seghezzi JC, Machado M, Diab G, Raffi F, Bonnet B, Allavena C, Grossi O, Reliquet V, Billaud E, Brunet C, Bouchez S, Morineau-Le Houssine P, Sauser F, Boutoille D, Besnier M, Hue H, Hall N, Brosseau D, Souala F, Michelet C, Tattevin P, Arvieux C, Revest M, Leroy H, Chapplain JM, Dupont M, Fily F, Patra-Delo S, Lefeuvre C, Bernard L, Bastides F, Nau P, Verdon R, de la Blanchardiere A, Martin A, Feret P, Geffray L, Daniel C, Rohan J, Fialaire P, Chennebault JM, Rabier V, Abgueguen P, Rehaiem S, Luycx O, Niault M, Moreau P, Poinsignon Y, Goussef M, Mouton-Rioux V, Houlbert D, Alvarez-Huve S, Barbe F, Haret S, Perre P, Leantez-Nainville S, Esnault JL, Guimard T, Suaud I, Girard JJ, Simonet V, Debab Y, Schmit JL, Jacomet C, Weinberck P, Genet C, Pinet P, Ducroix S, Durox H, Denes É, Abraham B, Gourdon F, Antoniotti O, Molina JM, Ferret S, Lascoux-Combe C, Lafaurie M, Colin de Verdiere N, Ponscarme D, De Castro N, Aslan A, Rozenbaum W, Pintado C, Clavel F, Taulera O, Gatey C, Munier AL, Gazaigne S, Penot P, Conort G, Lerolle N, Leplatois A, Balausine S, Delgado J, Timsit J, Tabet M, Gerard L, Girard PM, Picard O, Tredup J, Bollens D, Valin N, Campa P, Bottero J, Lefebvre B, Tourneur M, Fonquernie L, Wemmert C, Lagneau JL, Yazdanpanah Y, Phung B, Pinto A, Vallois D, Cabras O, Louni F, Pialoux G, Lyavanc T, Berrebi V, Chas J, Lenagat S, Rami A, Diemer M, Parrinello M, Depond A, Salmon D, Guillevin L, Tahi T, Belarbi L, Loulergue P, Zak Dit Zbar O, Launay O, Silbermann B, Leport C, Alagna L, Pietri MP, Simon A, Bonmarchand M, Amirat N, Pichon F, Kirstetter M, Katlama C, Valantin MA, Tubiana R, Caby F, Schneider L, Ktorza N, Calin R, Merlet A, Ben Abdallah S, Weiss L, Buisson M, Batisse D, Karmochine M, Pavie J, Minozzi C, Jayle D, 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Summerfield H, Evans M, White C, Robertson R, Lean C, Morris S, Winter A, Faulkner S, Goorney B, Howard L, Fairley I, Stemp C, Short L, Gomez M, Young F, Roberts M, Green S, Sivakumar K, Minton J, Siminoni A, Calderwood J, Greenhough D, DeSouza C, Muthern L, Orkin C, Murphy S, Truvedi M, McLean K, Hawkins D, Higgs C, Moyes A, Antonucci S, McCormack S, Lynn W, Bevan M, Fox J, Teague A, Anderson J, Mguni S, Post F, Campbell L, Mazhude C, Russell H, Gilson R, Carrick G, Ainsworth J, Waters A, Byrne P, Johnson M, Fidler S, Kuldanek K, Mullaney S, Lawlor V, Melville R, Sukthankar A, Thorpe S, Murphy C, Wilkins E, Ahmad S, Green P, Tayal S, Ong E, Meaden J, Riddell L, Loay D, Peacock K, Blackman H, Harindra V, Saeed AM, Allen S, Natarajan U, Williams O, Lacey H, Care C, Bowman C, Herman S, Devendra SV, Wither J, Bridgwood A, Singh G, Bushby S, Kellock D, Young S, Rooney G, Snart B, Currie J, Fitzgerald M, Arumainayyagam J, Chandramani S. A highly virulent variant of HIV-1 circulating in the Netherlands. Science 2022; 375:540-545. [PMID: 35113714 DOI: 10.1126/science.abk1688] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
We discovered a highly virulent variant of subtype-B HIV-1 in the Netherlands. One hundred nine individuals with this variant had a 0.54 to 0.74 log10 increase (i.e., a ~3.5-fold to 5.5-fold increase) in viral load compared with, and exhibited CD4 cell decline twice as fast as, 6604 individuals with other subtype-B strains. Without treatment, advanced HIV-CD4 cell counts below 350 cells per cubic millimeter, with long-term clinical consequences-is expected to be reached, on average, 9 months after diagnosis for individuals in their thirties with this variant. Age, sex, suspected mode of transmission, and place of birth for the aforementioned 109 individuals were typical for HIV-positive people in the Netherlands, which suggests that the increased virulence is attributable to the viral strain. Genetic sequence analysis suggests that this variant arose in the 1990s from de novo mutation, not recombination, with increased transmissibility and an unfamiliar molecular mechanism of virulence.
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Affiliation(s)
- Chris Wymant
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | | | - François Blanquart
- Centre for Interdisciplinary Research in Biology (CIRB), Collège de France, CNRS, INSERM, PSL Research University, Paris, France.,IAME, UMR 1137, INSERM, Université de Paris, Paris, France
| | - Luca Ferretti
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Astrid Gall
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | - Matthew Hall
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Tanya Golubchik
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Margreet Bakker
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
| | - Swee Hoe Ong
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Lele Zhao
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - David Bonsall
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK.,Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Mariateresa de Cesare
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - George MacIntyre-Cockett
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK.,Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Lucie Abeler-Dörner
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Jan Albert
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden.,Department of Clinical Microbiology, Karolinska University Hospital, Stockholm, Sweden
| | - Norbert Bannert
- Division for HIV and Other Retroviruses, Department of Infectious Diseases, Robert Koch Institute, Berlin, Germany
| | - Jacques Fellay
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland.,Precision Medicine Unit, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - M Kate Grabowski
- Department of Pathology, John Hopkins University, Baltimore, MD, USA
| | | | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.,Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Pia Kivelä
- Department of Infectious Diseases, Helsinki University Hospital, Helsinki, Finland
| | - Roger D Kouyos
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.,Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | | | - Laurence Meyer
- INSERM CESP U1018, Université Paris Saclay, APHP, Service de Santé Publique, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Kholoud Porter
- Institute for Global Health, University College London, London, UK
| | - Matti Ristola
- Department of Infectious Diseases, Helsinki University Hospital, Helsinki, Finland
| | | | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
| | - Paul Kellam
- Kymab Ltd., Cambridge, UK.,Department of Infectious Diseases, Faculty of Medicine, Imperial College London, London, UK
| | - Marion Cornelissen
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands.,Molecular Diagnostic Unit, Department of Medical Microbiology and Infection Prevention, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
| | - Peter Reiss
- Stichting HIV Monitoring, Amsterdam, Netherlands.,Department of Global Health, Amsterdam University Medical Centers, University of Amsterdam and Amsterdam Institute for Global Health and Development, Amsterdam, Netherlands
| | - Christophe Fraser
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK.,Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
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He JW, Diaz Martinez JP, Bingham K, Su J, Kakvan M, Tartaglia MC, Ruttan L, Beaton D, Wither J, Choi MY, Fritzler MJ, Anderson N, Bonilla D, Green R, Katz P, Touma Z. Insight into intraindividual variability across neuropsychological tests and its association with cognitive dysfunction in patients with lupus. Lupus Sci Med 2021; 8:8/1/e000511. [PMID: 34610995 PMCID: PMC8493902 DOI: 10.1136/lupus-2021-000511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 09/03/2021] [Indexed: 11/16/2022]
Abstract
Objective Dispersion, or variability in an individual’s performance across multiple tasks at a single assessment visit, has been associated with cognitive dysfunction (CD) in many neurodegenerative and neurodevelopmental disorders. We aimed to compute a dispersion score using neuropsychological battery (NB) tests and determine its association with CD in patients with SLE. Methods CD was defined as a z-score of ≤−1.5 on ≥2 domains of the NB. To compute a type of dispersion score known as the intraindividual SD (ISD), the SD of age-adjusted and sex-adjusted z-scores was calculated for each visit in each patient. To estimate the association between ISD and cognitive status (CD and non-CD), we used multilevel logistic regression, adjusting for clinically important covariates. Results A total of 301 adult patients with SLE completed the NB at baseline, 187 of whom were reassessed at 6 months and 189 at 12 months. CD was observed in 35.2% of patients at baseline, 27.8% at 6 months and 28.0% at 12 months. Prior to covariate adjustment, the mean ISD for non-CD was 1.10±0.31 compared with 1.50±0.70 for CD. After adjusting for ethnicity, education, employment, socioeconomic status and anxiety/depression, there was a statistically significant association between ISD and CD (OR for one-unit increase in ISD: 13.56, 95% CI 4.80 to 38.31; OR for 1/10th-unit increase in ISD: 1.30, 95% CI 1.17 to 1.44). Findings were valid across multiple sensitivity analyses. Conclusion This is the first study to show that patients with SLE who were classified as having CD by the NB had more variability across the NB tests (ie, higher ISD score) compared with those who were not classified as having CD.
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Affiliation(s)
- Jennifer Wei He
- Department of Epidemiology and Biostatistics, Schulich School of Medicine & Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Juan Pablo Diaz Martinez
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Kathleen Bingham
- Psychiatry Department, Centre for Mental Health, University Health Network, Toronto, Ontario, Canada
| | - Jiandong Su
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Mahta Kakvan
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | | | - Lesley Ruttan
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Dorcas Beaton
- Institute for Work and Health, University of Toronto, Toronto, Ontario, Canada
| | - Joan Wither
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada.,Krembil Neurosciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - May Y Choi
- Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Marvin J Fritzler
- Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Nicole Anderson
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Dennisse Bonilla
- Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Robin Green
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Patricia Katz
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Zahi Touma
- Institute for Work and Health, University of Toronto, Toronto, Ontario, Canada .,Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Division of Rheumatology, University Health Network, Toronto, Ontario, Canada
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Muñoz-Grajales C, Prokopec SD, Johnson SR, Touma Z, Ahmad Z, Bonilla D, Hiraki L, Bookman A, Boutros PC, Chruscinski A, Wither J. Serological abnormalities that predict progression to systemic autoimmune rheumatic diseases in antinuclear antibody positive individuals. Rheumatology (Oxford) 2021; 61:1092-1105. [PMID: 34175923 DOI: 10.1093/rheumatology/keab501] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 06/07/2021] [Indexed: 01/20/2023] Open
Abstract
OBJECTIVE We investigated the auto-antibody (auto-Ab) profiles in anti-nuclear antibody-positive (ANA+) individuals lacking Systemic Autoimmune Rheumatic Disease (SARD) and early SARD patients, to determine the key differences between these groups and identify factors that are associated with an increased risk of symptomatic progression within the next two years in ANA+ individuals. METHODS Using custom antigen (Ag) microarrays, 144 IgM and IgG auto-Abs were surveyed in 84 asymptomatic and 123 symptomatic (48 undifferentiated connective tissue disease (UCTD) and 75 SARD patients) ANA+ individuals. Auto-Ab were compared in ANA+ individuals lacking a SARD diagnosis with ≥ 2 years follow-up (n = 52), including all those who demonstrated progression (n = 14) during this period, with changes over time assessed in a representative subset. RESULTS We show that ANA+ individuals have auto-Ab to many self-Ag that are not being captured by current screening techniques and very high levels of these auto-Abs are predominantly restricted to early SARD patients, with SLE patients displaying reactivity to many more auto-Ags than the other groups. In general, the symptoms that developed in progressors mirrored those seen in SARD patients with similar patterns of auto-Ab. Only anti-Ro52 Abs were found to predict progression (positive predictive value 46%, negative predictive value 89%). Surprisingly, over 2 years follow-up the levels of auto-Ab remained remarkably stable regardless of whether individuals progressed or not. CONCLUSION Our findings strongly argue that development of assays with an expanded set of auto-Ags and enhanced dynamic range would improve the diagnostic and prognostic ability of auto-Ab testing.
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Affiliation(s)
- Carolina Muñoz-Grajales
- Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | | | - Sindhu R Johnson
- Toronto Scleroderma Program, Division of Rheumatology, Toronto Western and Mount Sinai Hospitals, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Faculty of Medicine, Toronto, ON, Canada
| | - Zahi Touma
- Department of Medicine, University of Toronto, Faculty of Medicine, Toronto, ON, Canada.,University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Schroeder Arthritis Institute, University Health Network, Toronto, ON, Canada
| | - Zareen Ahmad
- Toronto Scleroderma Program, Division of Rheumatology, Toronto Western and Mount Sinai Hospitals, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Faculty of Medicine, Toronto, ON, Canada
| | - Dennisse Bonilla
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Linda Hiraki
- Division of Rheumatology, The Hospital for Sick Children, and Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Arthur Bookman
- Department of Medicine, University of Toronto, Faculty of Medicine, Toronto, ON, Canada.,Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Toronto, ON, Canada
| | - Paul C Boutros
- Department of Human Genetics, Institute for Precision Health, UCLA, Los Angeles, CA, USA.,Jonsson Comprehensive Cancer Center, Departments of Medicine and Urology, University of California Los Angeles, Los Angeles, CA, USA
| | | | - Joan Wither
- Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada.,Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Toronto, ON, Canada
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Mai L, Asaduzzaman A, Noamani B, Fortin PR, Gladman DD, Touma Z, Urowitz MB, Wither J. The baseline interferon signature predicts disease severity over the subsequent 5 years in systemic lupus erythematosus. Arthritis Res Ther 2021; 23:29. [PMID: 33451338 PMCID: PMC7811214 DOI: 10.1186/s13075-021-02414-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 01/01/2021] [Indexed: 12/19/2022] Open
Abstract
Objectives Type I interferons (IFNs) play an important role in the pathophysiology of systemic lupus erythematosus (SLE). While cross-sectional data suggest an association between IFN-induced gene expression and SLE disease activity, interest in this as a biomarker of flare has been tempered by a lack of fluctuation with disease activity in the majority of patients. This led us to question whether IFN-induced gene expression might instead be a biomarker of overall disease severity, with patients with high levels spending more time in an active disease state. Methods Levels of five interferon-responsive genes were measured in the whole peripheral blood at baseline visit for 137 SLE patients subsequently followed for 5 years. Log transformed values were summed to yield a composite IFN5 score, and the correlation with various disease outcomes examined. Receiver operator characteristic analyses were performed for outcomes of interest. Kaplan-Meier curves were generated to compare the proportion of flare-free patients with high and low IFN5 scores over time. Results The baseline IFN5 score was positively correlated with the adjusted mean SLE disease activity index-2000, number of flares, adjusted mean prednisone dose, and number of new immunosuppressive medications over the subsequent 5 years. Optimal cut-offs for the IFN5 score were determined using Youden’s index and predicted more severe outcomes with 57–67% accuracy. A high baseline IFN5 level was associated with a significantly increased risk of subsequent flare. Conclusions Measurement of the type I IFN signature is a useful tool for predicting the subsequent disease activity course.
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Affiliation(s)
- Lloyd Mai
- Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Arundip Asaduzzaman
- Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Babak Noamani
- Division of Genetics and Development, Krembil Research Institute, University Health Network, Toronto, Canada
| | - Paul R Fortin
- Division of Rheumatology, Department of Medicine, Centre de recherche du CHU de Québec - Université Laval, Quebec City, QC, Canada
| | - Dafna D Gladman
- Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada.,University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Canada
| | - Zahi Touma
- Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada.,University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Canada
| | - Murray B Urowitz
- Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada.,University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, Canada
| | - Joan Wither
- Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada. .,Division of Genetics and Development, Krembil Research Institute, University Health Network, Toronto, Canada. .,Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, Canada. .,Schroeder Arthritis Institute, Krembil Research Institute, 5KD402, 60 Leonard Avenue, Toronto, ON, M5T 2S8, Canada.
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Dominguez D, Kamphuis S, Beyene J, Wither J, Harley JB, Blanco I, Vila-Inda C, Brunner H, Klein-Gitleman M, McCurdy D, Wahezi DM, Lehman T, Jelusic M, Peschken CA, Pope JE, Gladman DD, Hanly JG, Clarke AE, Bernatsky S, Pineau C, Smith CD, Barr S, Boire G, Rich E, Silverman ED. Relationship Between Genetic Risk and Age of Diagnosis in Systemic Lupus Erythematosus. J Rheumatol 2020; 48:852-858. [PMID: 33060314 DOI: 10.3899/jrheum.200002] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/01/2020] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Specific risk alleles for childhood-onset systemic lupus erythematosus SLE (cSLE) vs adult-onset SLE (aSLE) patients have not been identified. The aims of this study were to determine if there is an association (1) between non-HLA-related genetic risk score (GRS) and age of SLE diagnosis, and (2) between HLA-related GRS and age of SLE diagnosis. METHODS Genomic DNA was obtained from 2001 multiethnic patients and genotyped using the Immunochip. Following quality control, genetic risk counting (GRCS), weighted (GRWS), standardized counting (GRSCS), and standardized weighted (GRSWS) scores were calculated based on independent single-nucleotide polymorphisms from validated SLE loci. Scores were analyzed in a regression model and adjusted by sex and ancestral population. RESULTS The analyzed cohort consisted of 1540 patients: 1351 females and 189 males (675 cSLE and 865 aSLE). There were significant negative associations between all non-HLA GRS and age of SLE diagnosis: P = 0.011 and r2 = 0.175 for GRWS; P = 0.008 and r2 = 0.178 for GRSCS; P = 0.002 and r2 = 0.176 for GRSWS (higher GRS correlated with lower age of diagnosis.) All HLA GRS showed significant positive associations with age of diagnosis: P = 0.049 and r2 = 0.176 for GRCS; P = 0.022 and r2 = 0.176 for GRWS; P = 0.022 and r2 = 0.176 for GRSCS; P = 0.011 and r2 = 0.177 for GRSWS (higher GRS correlated with higher age of diagnosis). CONCLUSION Our data suggest that there is a linear relationship between genetic risk and age of SLE diagnosis and that HLA and non-HLA GRS are associated with age of diagnosis in opposite directions.
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Affiliation(s)
- Daniela Dominguez
- D. Dominguez, MSc, Division of Rheumatology, Hospital for Sick Children, Hospital for Sick Children, Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Sylvia Kamphuis
- S. Kamphuis, MD, PhD, Division of Rheumatology Department of Pediatrics, Sophia Children's Hospital, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Joseph Beyene
- J. Beyene, PhD, Department of Clinical Epidemiology & Biostatistics, McMaster University, Hamilton
| | - Joan Wither
- J. Wither, MD, PhD, Division of Genetics and Development, Krembil Research Institute, Arthritis Centre of Excellence, Division of Rheumatology, Toronto Western Hospital, University Health Network, Departments of Medicine and Immunology, University of Toronto, Toronto, Ontario, Canada
| | - John B Harley
- J.B. Harley, MD, PhD, Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati, and US Department of Veterans Affairs Medical Center, Cincinnati, Ohio
| | - Irene Blanco
- I. Blanco, MD, C. Vila-Inda, MD, Albert Einstein College of Medicine, Division of Rheumatology, Bronx, New York
| | - Catarina Vila-Inda
- I. Blanco, MD, C. Vila-Inda, MD, Albert Einstein College of Medicine, Division of Rheumatology, Bronx, New York
| | - Hermine Brunner
- H. Brunner, MD, MSc, Division of Rheumatology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Marissa Klein-Gitleman
- M. Klein-Gitleman, MD, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Deborah McCurdy
- D. McCurdy, MD, Division of Pediaitric Rheumatology, University of California Los Angeles, Los Angeles, California
| | - Dawn M Wahezi
- D.M. Wahezi, MD, Children's Hospital at Montefiore, Division of Pediatric Rheumatology, Albert Einstein College of Medicine, the Bronx, New York
| | - Thomas Lehman
- T. Lehman, MD, Division of Pediatric Rheumatology, Hospital for Special Surgery, New York, New York, USA
| | - Marija Jelusic
- M. Jelusic, MD, Department of Pediatric Rheumatology, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Christine A Peschken
- C.A. Peschken, MD, MSc, Departments of Medicine and Community Health Sciences, University of Manitoba, Winnipeg, Manitoba
| | - Janet E Pope
- J.E. Pope, MD, MPH, Professor of Medicine, Department of Medicine, University of Western Ontario, London, Ontario
| | - Dafna D Gladman
- D.D. Gladman, MD, Department of Medicine, University of Toronto, Toronto, Ontario
| | - John G Hanly
- J.G. Hanly, MD, Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Center and Dalhousie University, Halifax, Nova Scotia
| | - Ann E Clarke
- A.E. Clarke, MD, Cumming School of Medicine, University of Calgary, Calgary, Alberta
| | - Sasha Bernatsky
- S. Bernatsky, MD, PhD, Department of Medicine, McGill University, Montreal, Quebec
| | - Christian Pineau
- C. Pineau, MD, Department of Medicine, McGill University Hospital, Montreal, Quebec
| | - C Douglas Smith
- C.D. Smith, MD, Department of Medicine, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario
| | - Susan Barr
- S. Barr, MD, Division of Rheumatology, Department of Medicine, University of Calgary, Calgary, Alberta
| | - Gilles Boire
- G. Boire, MD, Division of Rheumatology, Department of Medicine, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, Quebec
| | - Eric Rich
- E. Rich, MD, Division of Rheumatology, Centre Hospitalier de l'Université de Montreal, Department of Medicine, University of Montreal School of Medicine, Montreal, Quebec
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Hafiz W, Nori R, Bregasi A, Noamani B, Bonilla D, Lisnevskaia L, Silverman E, Bookman AAM, Johnson SR, Landolt-Marticorena C, Wither J. Fatigue severity in anti-nuclear antibody-positive individuals does not correlate with pro-inflammatory cytokine levels or predict imminent progression to symptomatic disease. Arthritis Res Ther 2019; 21:223. [PMID: 31685018 PMCID: PMC6827224 DOI: 10.1186/s13075-019-2013-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 09/21/2019] [Indexed: 02/07/2023] Open
Abstract
Background Fatigue is a common symptom of systemic autoimmune rheumatic disease (SARD). Patients with SARD have a protracted pre-clinical phase during which progressive immunologic derangements occur culminating in disease. In this study, we sought to determine when fatigue develops and whether its presence correlates with inflammatory factors or predicts disease progression. Methods Anti-nuclear antibody (ANA)-negative healthy controls (HCs) and ANA-positive participants with no criteria, at least one clinical criteria (undifferentiated connective tissue disease, UCTD), or meeting SARD classification criteria were recruited. Fatigue was assessed using a modified version of the FACIT-F questionnaire and the presence of fibromyalgia determined using a questionnaire based on the modified 2010 ACR criteria. Peripheral blood expression of five IFN-induced genes was quantified by NanoString and the levels of IL-1β, IL-6, or TNF-α by ELISA. Results Fatigue was as prevalent and severe in individuals lacking SARD criteria as it was in UCTD and SARD. Overall, ~ 1/3 of ANA+ subjects met fibromyalgia criteria, with no differences between sub-groups. Although fatigue was more severe in these individuals, those lacking fibromyalgia remained significantly more fatigued than ANA− HC. However, even in these subjects, fatigue correlated with the widespread pain index and symptom severity scores on the fibromyalgia questionnaire. Fatigue was not associated with elevated cytokine levels in any of the ANA+ sub-groups and did not predict imminent disease progression. Conclusions Fatigue is common in ANA+ individuals lacking sufficient criteria for a SARD diagnosis, correlates with fibromyalgia-related symptoms, and is not associated with inflammation or predictive of disease progression.
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Affiliation(s)
- Waleed Hafiz
- Division of Rheumatology, Department of Medicine, Faculty of Medicine, University Health Network and Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - Rawad Nori
- Division of Rheumatology, Department of Medicine, Faculty of Medicine, University Health Network and Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - Ariana Bregasi
- Division of Genetics and Development, Krembil Research Institute, University Health Network, 5KD402, 60 Leonard Avenue, Toronto, ON, M5T 2S8, Canada
| | - Babak Noamani
- Division of Genetics and Development, Krembil Research Institute, University Health Network, 5KD402, 60 Leonard Avenue, Toronto, ON, M5T 2S8, Canada
| | - Dennisse Bonilla
- Division of Genetics and Development, Krembil Research Institute, University Health Network, 5KD402, 60 Leonard Avenue, Toronto, ON, M5T 2S8, Canada
| | | | - Earl Silverman
- Division of Rheumatology, Hospital for Sick Children, Department of Pediatrics, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Arthur A M Bookman
- Division of Rheumatology, Department of Medicine, Faculty of Medicine, University Health Network, University of Toronto, Toronto, Canada
| | - Sindhu R Johnson
- Division of Rheumatology, Department of Medicine, Faculty of Medicine, University Health Network and Mount Sinai Hospital, University of Toronto, Toronto, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
| | - Carolina Landolt-Marticorena
- Division of Genetics and Development, Krembil Research Institute, University Health Network, 5KD402, 60 Leonard Avenue, Toronto, ON, M5T 2S8, Canada
| | - Joan Wither
- Division of Genetics and Development, Krembil Research Institute, University Health Network, 5KD402, 60 Leonard Avenue, Toronto, ON, M5T 2S8, Canada. .,Division of Rheumatology, Department of Medicine, Faculty of Medicine, University Health Network, University of Toronto, Toronto, Canada. .,Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, Canada.
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Engel L, Green RE, Tartaglia C, Ruttan L, Lombardi S, Anderson N, Su J, Colosimo K, Vitti M, Bonilla D, Wither J. Adults With Systemic Lupus Erythematosus Have High Cognitive Impairment Rates: Role for Cognitive Rehabilitation? Arch Phys Med Rehabil 2018. [DOI: 10.1016/j.apmr.2018.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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18
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Shinde R, Hezaveh K, Halaby MJ, Kloetgen A, Chakravarthy A, da Silva Medina T, Deol R, Manion KP, Baglaenko Y, Eldh M, Lamorte S, Wallace D, Chodisetti SB, Ravishankar B, Liu H, Chaudhary K, Munn DH, Tsirigos A, Madaio M, Gabrielsson S, Touma Z, Wither J, De Carvalho DD, McGaha TL. Apoptotic cell-induced AhR activity is required for immunological tolerance and suppression of systemic lupus erythematosus in mice and humans. Nat Immunol 2018; 19:571-582. [PMID: 29760532 PMCID: PMC5976527 DOI: 10.1038/s41590-018-0107-1] [Citation(s) in RCA: 110] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 03/30/2018] [Indexed: 12/15/2022]
Abstract
The transcription factor AhR modulates immunity at multiple levels. Here we report phagocytes exposed to apoptotic cells exhibited rapid activation of AhR, which drove production of interleukin 10. Activation of AhR was dependent on interactions between apoptotic-cell DNA and the pattern-recognition receptor TLR9 that was required for prevention of immune responses to DNA and histones in vivo. Moreover, disease progression in murine systemic lupus erythematosus (SLE) correlated with strength of the AhR signal, and disease course could be altered by modulation of AhR activity. Deletion of AhR in the myeloid lineage caused systemic autoimmunity in mice and an increased AhR transcriptional signature correlated with disease in patients with SLE. Thus, AhR activity induced by apoptotic cell phagocytes maintains peripheral tolerance.
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Affiliation(s)
- Rahul Shinde
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Kebria Hezaveh
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Marie Jo Halaby
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Andreas Kloetgen
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - Ankur Chakravarthy
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Tiago da Silva Medina
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Reema Deol
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Kieran P Manion
- Department of Immunology, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Yuriy Baglaenko
- Department of Immunology, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Maria Eldh
- Department of Medicine, Unit for Immunology and Allergy, Karolinska Institute, Stockholm, Sweden
| | - Sara Lamorte
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Drew Wallace
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Sathi Babu Chodisetti
- Department of Immunology, Pennsylvania State University School of Medicine, Hershey, PA, USA
| | | | - Haiyun Liu
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kapil Chaudhary
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - David H Munn
- Department of Paediatrics, Medical College of Georgia, Augusta, GA, USA
| | - Aristotelis Tsirigos
- Department of Pathology, New York University School of Medicine, New York, NY, USA.,Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, USA.,Applied Bioinformatics Laboratories, New York University School of Medicine, New York, NY, USA
| | - Michael Madaio
- Department of Medicine, Medical College of Georgia, Augusta, GA, USA
| | - Susanne Gabrielsson
- Department of Medicine, Unit for Immunology and Allergy, Karolinska Institute, Stockholm, Sweden
| | - Zahi Touma
- University of Toronto Lupus Clinic, University of Toronto, Toronto, ON, Canada.,Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Joan Wither
- Department of Immunology, University of Toronto, Toronto, ON, Canada.,Krembil Research Institute, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Daniel D De Carvalho
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Tracy L McGaha
- Tumor Immunotherapy Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada. .,Department of Immunology, University of Toronto, Toronto, ON, Canada.
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19
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Shinde RS, Hezaveh K, Halaby MJ, Kloetgen A, Lamorte S, Munn D, Tsirigos A, Madaio M, Gabrielsson S, Wither J, De Carvalho D, McGaha T. Apoptotic cell induced, TLR9-dependent AhR activity is a critical driver of tolerance induction and suppression of lupus. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.175.6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
The Aryl hydrocarbon receptor (AhR) can potently modulate immunity at multiple levels, but its mechanistic role in immune regulation is still being elucidated. Here we show phagocytes exposed to apoptotic cells exhibit rapid activation of AhR driving IL-10 that antagonizes inflammatory cytokine production. AhR activation was dependent on apoptotic cell DNA-TLR9 interactions and reactive oxygen species (ROS) production in phagocytes that promoted nuclear accumulation and transcriptional activity. In vivo, apoptotic cell-induced AhR signals in myeloid cells were required for prevention of inflammatory innate and adaptive immunity against DNA and histones. Moreover, disease progression in lupus correlated with AhR signal strength, and disease course could be reduced or exacerbated by modulation of AhR activity. Finally, we observed myeloid specific deletion of AhR in mice resulted in systemic autoimmunity, and in SLE patients an increased AhR transcriptional signature correlated with disease. Thus, our findings suggest AhR activity influenced by apoptotic cell death is a key mechanism in maintenance of peripheral tolerance reducing inflammation and thereby retarding systemic autoimmune disease progression.
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20
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Shinde RS, Hezaveh K, Utsch L, Lamorte S, Ravishankar B, Liu H, Chaudhary K, Medina T, Kloetgen A, Halaby MJ, Madaio M, Wither J, Tsirigos A, De Carvalho D, Munn D, McGaha T. Apoptotic cell driven ROS burst drives AhR dependent immunologic tolerance and suppression of lupus. The Journal of Immunology 2017. [DOI: 10.4049/jimmunol.198.supp.224.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Tissue-resident macrophages (MΦ) are crucial in driving tolerance and preventing systemic autoimmunity. We have previously shown that exposure to apoptotic cells triggers a regulatory circuit dependent on IL-10 production in resident MΦ. However, key molecular mechanisms driving the regulatory response to apoptosis are not clear. RNA transcriptome analysis of MΦs after exposure to apoptotic cells identified strong transcript association with the aryl hydrocarbon receptor (AhR) signaling pathway, an association that was confirmed by phenotypic and biochemical analysis. When AhR activity was blocked, apoptotic cells induced an alteration in the mRNA signature enhancing proinflammatory effector expression. Functional analysis revealed that the DNA from apoptotic cells activated AhR in a reactive oxygen species (ROS) dependent mechanism and AhR is required for IL-10 production. Consequently, inhibition or deletion of AhR signals fundamentally altered immune responses to apoptotic cells in vivo resulting in proinflammatory cytokine production, increased effector T cell responses, and failure of long-term tolerance to apoptotic cell-associated antigens. Surprisingly, mice lacking AhR developed progressive systemic autoimmunity characterized by excessive MΦ and lymphocyte activation and renal pathology. Similarly, SLE-prone mice treated with AhR antagonist exhibited poor survival, while agonist treatment ablated disease pathology. Finally, an AhR transcriptional signature was significantly associated with active SLE flare in SLE patients. Thus, the data demonstrates the AhR pathway is a key molecular circuit responsible for apoptotic cell driven tolerance and suppression of inflammatory autoimmunity.
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Affiliation(s)
| | | | - Lara Utsch
- 1Princess Margaret Cancer Center, Canada
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21
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Wither J, Johnson SR, Liu T, Noamani B, Bonilla D, Lisnevskaia L, Silverman E, Bookman A, Landolt-Marticorena C. Presence of an interferon signature in individuals who are anti-nuclear antibody positive lacking a systemic autoimmune rheumatic disease diagnosis. Arthritis Res Ther 2017; 19:41. [PMID: 28245862 PMCID: PMC5331647 DOI: 10.1186/s13075-017-1243-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 01/23/2017] [Indexed: 01/08/2023] Open
Abstract
Background Elevated levels of type I interferons (IFNs) are a characteristic feature of the systemic autoimmune rheumatic diseases (SARDs) and are thought to play an important pathogenic role. However, it is unknown whether these elevations are seen in anti-nuclear antibody–positive (ANA+) individuals who lack sufficient criteria for a SARD diagnosis. We examined IFN-induced gene expression in asymptomatic ANA+ individuals and patients with undifferentiated connective tissue disease (UCTD) to address this question. Methods Healthy ANA− control subjects and ANA+ titre (≥1:160 by immunofluorescence) participants meeting no criteria, meeting at least one criterion (UCTD) or meeting SARD classification criteria were recruited. Whole peripheral blood IFN-induced and BAFF gene expression were quantified using NanoString technology. The normalized levels of five IFN-induced genes were summed to produce an IFN5 score. Results The mean IFN5 scores were increased in all ANA+ participant subsets as compared with healthy control subjects. We found that 36.8% of asymptomatic ANA+ and 50% of UCTD participants had IFN5 scores >2 SD above the mean for healthy control subjects. In all ANA+ subsets, the IFN5 score correlated with the presence of anti-Ro/La antibodies. In the asymptomatic ANA+ subset, this score also correlated with the ANA titre, whereas in the other ANA+ subsets, it correlated with the number of different ANA specificities. Development of new SARD criteria was seen in individuals with normal and high IFN5 scores. Conclusions An IFN signature is seen in a significant proportion of ANA+ individuals and appears to be associated with ANA titre and type of autoantibodies, rather than with the presence or development of clinical SARD symptoms.
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Affiliation(s)
- Joan Wither
- Krembil Research Institute, University Health Network, Toronto, ON, Canada. .,Division of Rheumatology, University Health Network, Toronto, ON, Canada. .,Department of Medicine, University of Toronto, Toronto, ON, Canada. .,Department of Immunology, University of Toronto, Toronto, ON, Canada. .,Toronto Western Hospital, 1E-420, 399 Bathurst Street, Toronto, ON, M5T 2S8, Canada.
| | - Sindhu R Johnson
- Division of Rheumatology, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada.,Division of Rheumatology, Mount Sinai Hospital, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Tony Liu
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Babak Noamani
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Dennisse Bonilla
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | | | - Earl Silverman
- Division of Rheumatology, Hospital for Sick Children, Toronto, ON, Canada.,Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Arthur Bookman
- Division of Rheumatology, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
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22
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Landolt-Marticorena C, Prokopec SD, Morrison S, Noamani B, Bonilla D, Reich H, Scholey J, Avila-Casado C, Fortin PR, Boutros PC, Wither J. A discrete cluster of urinary biomarkers discriminates between active systemic lupus erythematosus patients with and without glomerulonephritis. Arthritis Res Ther 2016; 18:218. [PMID: 27716443 PMCID: PMC5050957 DOI: 10.1186/s13075-016-1120-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Accepted: 09/13/2016] [Indexed: 12/21/2022] Open
Abstract
Background Management of lupus nephritis (LN) would be greatly aided by the discovery of biomarkers that accurately reflect changes in disease activity. Here, we used a proteomics approach to identify potential urinary biomarkers associated with LN. Methods Urine was obtained from 60 LN patients with paired renal biopsies, 25 active non-LN SLE patients, and 24 healthy controls. Using Luminex, 128 analytes were quantified and normalized to urinary creatinine levels. Data were analyzed by linear modeling and non-parametric statistics, with corrections for multiple comparisons. A second cohort of 33 active LN, 16 active non-LN, and 30 remission LN SLE patients was used to validate the results. Results Forty-four analytes were identified that were significantly increased in active LN as compared to active non-LN. This included a number of unique proteins (e.g., TIMP-1, PAI-1, PF4, vWF, and IL-15) as well as known candidate LN biomarkers (e.g., adiponectin, sVCAM-1, and IL-6), that differed markedly (>4-fold) between active LN and non-LN, all of which were confirmed in the validation cohort and normalized in remission LN patients. These proteins demonstrated an enhanced ability to discriminate between active LN and non-LN patients over several previously reported biomarkers. Ten proteins were found to significantly correlate with the activity score on renal biopsy, eight of which strongly discriminated between active proliferative and non-proliferative/chronic renal lesions. Conclusions A number of promising urinary biomarkers that correlate with the presence of active renal disease and/or renal biopsy changes were identified and appear to outperform many of the existing proposed biomarkers. Electronic supplementary material The online version of this article (doi:10.1186/s13075-016-1120-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | - Stephenie D Prokopec
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Stacey Morrison
- Krembil Research Institute, University Health Network, Toronto, Canada
| | - Babak Noamani
- Krembil Research Institute, University Health Network, Toronto, Canada
| | - Dennisse Bonilla
- Krembil Research Institute, University Health Network, Toronto, Canada
| | - Heather Reich
- Department of Nephrology, University Health Network, University of Toronto Faculty of Medicine, Toronto, Canada
| | - James Scholey
- Department of Nephrology, University Health Network, University of Toronto Faculty of Medicine, Toronto, Canada
| | - Carmen Avila-Casado
- Department of Pathology, University of Toronto, Toronto General Hospital, University Health Network, Toronto, Canada
| | - Paul R Fortin
- Centre de recherche du CHU de Québec - Université Laval and Department of Medicine, CHU de Québec - Université Laval, Quebec City, Canada
| | - Paul C Boutros
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada.,Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Joan Wither
- Krembil Research Institute, University Health Network, Toronto, Canada. .,Division of Rheumatology, University Health Network, Toronto, Canada. .,Departments of Medicine and Immunology, University of Toronto, Toronto, Canada. .,Toronto Western Hospital, 1E-420, 399 Bathurst Street, Toronto, ON, M5T 2S8, Canada.
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23
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Wither J, Chang NH, Noamani B, Bonilla D, Johnson S, Lisnevskaia L, Silverman E, Bookman A, Landolt-Marticorena C. THU0265 B Cell Phenotypic Changes in anti-Nuclear Antibody Positive Individuals Prior To The Onset of Systemic Autoimmune Rheumatic Disease. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-eular.5878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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24
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Wither J, Prokopec S, Noamani B, Bonilla D, Touma Z, Avila-Casado C, Reich H, Scholey J, Boutros P, Fortin P, Landolt-Marticorena C. FRI0307 Changes in Urinary Biomarker Levels Can Predict Treatment Responses in Lupus Nephritis. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-eular.5818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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25
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Wither J, Prokopec S, Noamani B, Bonilla D, Touma Z, Reich H, Scholey J, Fortin P, Boutros P, Landolt-Marticorena C. OP0091 A Low Density Granulocyte Gene Expression Signature Distinguishes Between Active Patients with and Without Nephritis in Systemic Lupus Erythematosus (SLE). Ann Rheum Dis 2015. [DOI: 10.1136/annrheumdis-2015-eular.4965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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26
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Landolt-Marticorena C, Rusta-Sallehy S, Noamani B, Bonilla D, Lisnevskaia L, Johnson S, Silverman E, Bookman A, Wither J. FRI0004 A Progressive Stepwise Accrual of T Cell Abnormalities Marks the Transition from Benign to Symptomatic Autoimmunity. Ann Rheum Dis 2015. [DOI: 10.1136/annrheumdis-2015-eular.4052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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27
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Wither J, Liu T, Noamani B, Bonilla D, Johnson S, Lisnevskaia L, Silverman E, Bookman A, Landolt-Marticorena C. OP0078 Presence of an Interferon Signature in Anti-Nuclear Antibody Positive Individuals Prior to the Onset of Systemic Autoimmune Rheumatic Disease. Ann Rheum Dis 2015. [DOI: 10.1136/annrheumdis-2015-eular.5017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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28
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Abou El Hassan M, Huang K, Eswara MBK, Zhao M, Song L, Yu T, Liu Y, Liu JC, McCurdy S, Ma A, Wither J, Jin J, Zacksenhaus E, Wrana JL, Bremner R. Cancer Cells Hijack PRC2 to Modify Multiple Cytokine Pathways. PLoS One 2015; 10:e0126466. [PMID: 26030458 PMCID: PMC4450877 DOI: 10.1371/journal.pone.0126466] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Accepted: 04/03/2015] [Indexed: 01/21/2023] Open
Abstract
Polycomb Repressive Complex 2 (PRC2) is an epigenetic regulator induced in many cancers. It is thought to drive tumorigenesis by repressing division, stemness, and/or developmental regulators. Cancers evade immune detection, and diverse immune regulators are perturbed in different tumors. It is unclear how such cell-specific effects are coordinated. Here, we show a profound and cancer-selective role for PRC2 in repressing multiple cytokine pathways. We find that PRC2 represses hundreds of IFNγ stimulated genes (ISGs), cytokines and cytokine receptors. This target repertoire is significantly broadened in cancer vs non-cancer cells, and is distinct in different cancer types. PRC2 is therefore a higher order regulator of the immune program in cancer cells. Inhibiting PRC2 with either RNAi or EZH2 inhibitors activates cytokine/cytokine receptor promoters marked with bivalent H3K27me3/H3K4me3 chromatin, and augments responsiveness to diverse immune signals. PRC2 inhibition rescues immune gene induction even in the absence of SWI/SNF, a tumor suppressor defective in ~20% of human cancers. This novel PRC2 function in tumor cells could profoundly impact the mechanism of action and efficacy of EZH2 inhibitors in cancer treatment.
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Affiliation(s)
| | - Katherine Huang
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
| | - Manoja B. K. Eswara
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
| | - Michael Zhao
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
| | - Lan Song
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
| | - Tao Yu
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
| | - Yu Liu
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
| | - Jeffrey C. Liu
- Toronto General Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Sean McCurdy
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
- Department of Lab Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Anqi Ma
- Department of Structural and Chemical Biology, Icahn School of Medicine, Mt Sinai Hospital, New York, New York, United States of America
| | - Joan Wither
- Toronto Western Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Jian Jin
- Department of Structural and Chemical Biology, Icahn School of Medicine, Mt Sinai Hospital, New York, New York, United States of America
| | - Eldad Zacksenhaus
- Toronto General Research Institute, University Health Network, Toronto, Ontario, Canada
- Department of Lab Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Jeffrey L. Wrana
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
| | - Rod Bremner
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Toronto, Ontario, Canada
- Department of Lab Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Department of Ophthalmology and Vision Science, University of Toronto, Toronto, Ontario, Canada
- * E-mail:
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29
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Steiman AJ, Urowitz MB, Ibañez D, Li TT, Gladman DD, Wither J. Anti-dsDNA and Antichromatin Antibody Isotypes in Serologically Active Clinically Quiescent Systemic Lupus Erythematosus. J Rheumatol 2015; 42:810-6. [PMID: 25729033 DOI: 10.3899/jrheum.140796] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/02/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Serologically active clinically quiescent (SACQ) patients with systemic lupus erythematosus (SLE) are clinically quiescent despite serologic activity. Since studies suggest that antichromatin antibodies are more sensitive than anti-dsDNA antibodies in detecting active SLE, and that immunoglobulin (Ig) G, in particular complement-fixing subclasses, may be more pathogenic than IgM, we investigated the levels of anti-dsDNA and antichromatin isotypes in SACQ patients as compared to non-SACQ patients with SLE. METHODS Levels of IgM, IgA, IgG, and IgG1-4 antichromatin and anti-dsDNA were measured by ELISA. SACQ was defined as ≥ 2 years with the SLE Disease Activity Index 2000 (SLEDAI-2K) at 2 or 4 from serologic activity, during which patients could be taking antimalarials, but not corticosteroids or immunosuppressives. Unselected non-SACQ patients with SLE were used as comparators. SACQ patient serum samples were further stratified based on subsequent development of flare, defined as clinical SLEDAI-2K ≥ 1 and/or treatment initiation. Nonparametric statistics were used, and generalized estimating equations were applied to account for multiple samples in the same patient. RESULTS SACQ patients' complement-fixing antichromatin and anti-dsDNA IgG subclasses were significantly higher than those of non-SACQ patients. When the sample drawn latest in a SACQ period was analyzed, there was no difference between antichromatin or anti-dsDNA isotype or IgG subclass levels between patients who flared and those who remained SACQ, nor were consistent trends seen when samples were examined during SACQ and flare in the same patient. CONCLUSION The SACQ phenotype does not arise from a lack of pathogenic anti-dsDNA and/or antichromatin autoantibodies. Neither increases in antichromatin nor anti-dsDNA isotype or IgG subclass levels were predictive of or coincident with flare in SACQ patients.
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Affiliation(s)
- Amanda J Steiman
- From the University of Toronto; Centre for Prognosis Studies in The Rheumatic Diseases, Toronto Western Hospital; Toronto Western Hospital; Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada.A.J. Steiman, MD, FRCPC, Rheumatology Fellow, University of Toronto, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; M.B. Urowitz, MD, FRCPC, Professor of Medicine, University of Toronto, and Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; D. Ibañez, MSc, Biostatistician, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; T.T. Li, MSc, Medical Student, Arthritis Centre of Excellence, Division of Genetics and Development, Western Hospital Research Institute, University Health Network; D.D. Gladman, MD, FRCPC, Professor of Medicine, University of Toronto, and Deputy Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; J. Wither, MD, PhD, FRCPC, Professor of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network
| | - Murray B Urowitz
- From the University of Toronto; Centre for Prognosis Studies in The Rheumatic Diseases, Toronto Western Hospital; Toronto Western Hospital; Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada.A.J. Steiman, MD, FRCPC, Rheumatology Fellow, University of Toronto, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; M.B. Urowitz, MD, FRCPC, Professor of Medicine, University of Toronto, and Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; D. Ibañez, MSc, Biostatistician, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; T.T. Li, MSc, Medical Student, Arthritis Centre of Excellence, Division of Genetics and Development, Western Hospital Research Institute, University Health Network; D.D. Gladman, MD, FRCPC, Professor of Medicine, University of Toronto, and Deputy Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; J. Wither, MD, PhD, FRCPC, Professor of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network
| | - Dominique Ibañez
- From the University of Toronto; Centre for Prognosis Studies in The Rheumatic Diseases, Toronto Western Hospital; Toronto Western Hospital; Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada.A.J. Steiman, MD, FRCPC, Rheumatology Fellow, University of Toronto, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; M.B. Urowitz, MD, FRCPC, Professor of Medicine, University of Toronto, and Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; D. Ibañez, MSc, Biostatistician, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; T.T. Li, MSc, Medical Student, Arthritis Centre of Excellence, Division of Genetics and Development, Western Hospital Research Institute, University Health Network; D.D. Gladman, MD, FRCPC, Professor of Medicine, University of Toronto, and Deputy Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; J. Wither, MD, PhD, FRCPC, Professor of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network
| | - Timothy T Li
- From the University of Toronto; Centre for Prognosis Studies in The Rheumatic Diseases, Toronto Western Hospital; Toronto Western Hospital; Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada.A.J. Steiman, MD, FRCPC, Rheumatology Fellow, University of Toronto, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; M.B. Urowitz, MD, FRCPC, Professor of Medicine, University of Toronto, and Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; D. Ibañez, MSc, Biostatistician, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; T.T. Li, MSc, Medical Student, Arthritis Centre of Excellence, Division of Genetics and Development, Western Hospital Research Institute, University Health Network; D.D. Gladman, MD, FRCPC, Professor of Medicine, University of Toronto, and Deputy Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; J. Wither, MD, PhD, FRCPC, Professor of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network
| | - Dafna D Gladman
- From the University of Toronto; Centre for Prognosis Studies in The Rheumatic Diseases, Toronto Western Hospital; Toronto Western Hospital; Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada.A.J. Steiman, MD, FRCPC, Rheumatology Fellow, University of Toronto, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; M.B. Urowitz, MD, FRCPC, Professor of Medicine, University of Toronto, and Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; D. Ibañez, MSc, Biostatistician, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; T.T. Li, MSc, Medical Student, Arthritis Centre of Excellence, Division of Genetics and Development, Western Hospital Research Institute, University Health Network; D.D. Gladman, MD, FRCPC, Professor of Medicine, University of Toronto, and Deputy Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; J. Wither, MD, PhD, FRCPC, Professor of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network
| | - Joan Wither
- From the University of Toronto; Centre for Prognosis Studies in The Rheumatic Diseases, Toronto Western Hospital; Toronto Western Hospital; Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada.A.J. Steiman, MD, FRCPC, Rheumatology Fellow, University of Toronto, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; M.B. Urowitz, MD, FRCPC, Professor of Medicine, University of Toronto, and Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; D. Ibañez, MSc, Biostatistician, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; T.T. Li, MSc, Medical Student, Arthritis Centre of Excellence, Division of Genetics and Development, Western Hospital Research Institute, University Health Network; D.D. Gladman, MD, FRCPC, Professor of Medicine, University of Toronto, and Deputy Director, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital; J. Wither, MD, PhD, FRCPC, Professor of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network.
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Li T, Prokopec SD, Morrison S, Lou W, Reich H, Gladman D, Urowitz M, Scholey J, Fortin PR, Boutros PC, Wither J, Landolt-Marticorena C. Anti-nucleosome antibodies outperform traditional biomarkers as longitudinal indicators of disease activity in systemic lupus erythematosus. Rheumatology (Oxford) 2014; 54:449-57. [PMID: 25193804 DOI: 10.1093/rheumatology/keu326] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
OBJECTIVE The aim of this study was to determine whether anti-nucleosome antibodies function as activity-specific biomarkers in SLE. METHODS Fifty-one patients were recruited and followed prospectively with periodic clinical and biochemical assessments over a 14-month period. Disease activity was determined by the SLEDAI-2K. Anti-nucleosome antibody levels were measured by an ELISA and its utility as an activity-specific biomarker as compared with that of anti-dsDNA antibodies and C3 was assessed both at baseline and in longitudinal analysis. RESULTS Anti-nucleosome antibodies were significantly elevated in SLE patients vs controls and showed a moderate positive correlation with disease activity. The utility of anti-nucleosome antibodies in identifying patients with active disease in a cross-sectional analysis was comparable to that of anti-dsDNA antibodies and C3. Analysis of variance demonstrated that the level of anti-nucleosome antibodies and C3 varied significantly with changes in disease activity over time. Changes in clinical state were not mirrored by changes in anti-dsDNA antibodies. In time-dependent analysis, anti-nucleosome antibodies showed a better fit over time than anti-dsDNA antibodies and C3. In pairwise comparisons, C3 and anti-nucleosome antibodies outperformed other models, including the conventional pairing of C3 and anti-dsDNA antibodies, however, no biomarker alone or as a group accurately predicted impending remissions or exacerbations. CONCLUSION Anti-nucleosome antibodies demonstrate greater fidelity as a biomarker for changes in SLE disease activity than traditional biomarkers, supporting the routine monitoring of this antibody in clinical practice.
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Affiliation(s)
- Timothy Li
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Stephenie D Prokopec
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Stacey Morrison
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Wendy Lou
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Heather Reich
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Dafna Gladman
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University
| | - Murray Urowitz
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University
| | - James Scholey
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Paul R Fortin
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Paul C Boutros
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University
| | - Joan Wither
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University
| | - Carolina Landolt-Marticorena
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network (UHN), Ontario Institute for Cancer Research, University of Toronto Lupus Clinic, Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University Health Network, Division of Biostatistics, Dalla Lana School of Public Health, Department of Medicine, University of Toronto, Arthritis Centre of Excellence, Division of Health Care and Outcomes Research, Toronto Western Hospital Research Institute, University Health Network, Toronto, ON, Centre de recherche du CHU de Québec, CHU de Québec, Division of Rheumatology, Department of Medicine, CHU de Québec and Faculty of Medicine, Université Laval, Quebec City, QC, Department of Immunology, Department of Medical Biophysics and Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University
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Barber C, Herzenberg A, Aghdassi E, Su J, Lou W, Qian G, Yip J, Nasr SH, Thomas D, Scholey JW, Wither J, Urowitz M, Gladman D, Reich H, Fortin PR. Evaluation of clinical outcomes and renal vascular pathology among patients with lupus. Clin J Am Soc Nephrol 2012; 7:757-64. [PMID: 22442181 DOI: 10.2215/cjn.02870311] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES The objective of this study was to determine the clinical significance of renal vascular lesions in lupus nephritis. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Renal vascular lesions defined as thrombotic microangiopathy, lupus vasculopathy, uncomplicated vascular immune deposits, and arterial sclerosis were evaluated in relation to renal and vascular morbidity and overall mortality. RESULTS Biopsies from 161 patients revealed thrombotic microangiopathy (13), lupus vasculopathy (5), and arterial sclerosis (93). No renal vascular lesions were found in 24.8% of patients. At the time of biopsy, arterial sclerosis or lupus vasculopathy patients were older (arterial sclerosis=37.9±13.0 and lupus vasculopathy=44.4±8.9 versus controls=33.1±8.9 years, P<0.05), and the mean arterial pressure was higher in all groups compared with controls. Nephritis subtype, activity indices, and proteinuria were similar between groups, estimated GFR was lower in arterial sclerosis (70.5±33.3 versus 84.5±26.6 ml/min per 1.73 m(2), P=0.03), and chronicity index (thrombotic microangiopathy=3.5, lupus vasculopathy=4.5, and arterial sclerosis=2.5) was higher in all renal vascular lesions subgroups versus controls (1.0, P<0.05). In 133 patients with similar follow-up, the association between renal vascular lesions and vascular events was significant (Fisher exact test, P=0.002) and remained so after multivariate analysis (exact conditional scores test, P=0.04), where the difference between arterial sclerosis and uncomplicated vascular immune deposits was most noticeable (odds ratio [95% confidence interval]=8.35[0.98, 83.12], P=0.05). The associations between renal vascular lesions, renal outcomes, and death were not significant, likely because of insufficient power. CONCLUSIONS Renal vascular lesions are common in SLE patients with nephritis and may be associated with arterial vascular events.
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Affiliation(s)
- Claire Barber
- Division of Rheumatology, Department of Medicine, University Health Network, University of Toronto, Toronto, Ontario, Canada
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Reich HN, Landolt-Marticorena C, Boutros PC, John R, Wither J, Fortin PR, Yang S, Scholey JW, Herzenberg AM. Molecular markers of injury in kidney biopsy specimens of patients with lupus nephritis. J Mol Diagn 2011; 13:143-51. [PMID: 21354048 DOI: 10.1016/j.jmoldx.2010.10.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2010] [Revised: 09/29/2010] [Accepted: 10/25/2010] [Indexed: 10/24/2022] Open
Abstract
Prediction of prognosis in patients who have lupus nephritis is inadequate, limiting individualization of potentially toxic therapy. Advances in tissue molecular techniques offer new approaches to study mechanisms underlying kidney injury, and add to prognostic information gleaned from biopsy specimens. Analysis of mRNA expression in formalin-fixed, paraffin-embedded renal biopsy specimens is limited by both quantity and quality of RNA, requiring RNA pre-amplification, which can introduce bias. Accordingly, we developed a new technique for RNA extraction from human kidney formalin fixed paraffin embedded biopsy specimens, and used Taqman low-density arrays Applied Biosystems, Carlsbad, CA to simultaneously measure 48 mRNAs in duplicate, in a single biopsy. We extracted mRNA from more than 150 blocks to determine the quantity and vintage of biopsy tissue suitable for analysis using this protocol. We then used Taqman low-density arrays to identify suitable housekeeping genes in lupus nephritis. Finally, we measured expression of 48 mRNA transcripts in archived lupus biopsy specimens (n = 54). We identified that the mRNA levels of three transcripts (MMP7, EGF, COL1A1) relate to pathological indices of kidney injury and kidney function at the time of biopsy; these were associated with parallel changes in expression of these proteins. This new method for measurement of kidney biopsy mRNA expression has enabled us to identify tissue biomarkers of kidney damage and function, and potentially can increase the information yielded from diagnostic kidney biopsy specimens to improve tailoring of therapy.
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Affiliation(s)
- Heather N Reich
- University Health Network and University of Toronto, Toronto, Ontario, Canada.
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Talaei N, Landolt-Marticorena C, Noamani B, Pau E, Chang N, Wither J. Genetic loci on New Zealand black chromosome 1 lead to increased generation of T follicular helper and TH17 cells (47.23). The Journal of Immunology 2011. [DOI: 10.4049/jimmunol.186.supp.47.23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Genetic loci on NZB c1 lead to antinuclear antibody (Ab) production and glomerulonephritis (GN). Using subcongenic lines, we found at least 5 genetic loci within a 35-106cM interval modulate disease. Notably, mice with a 70-100cM interval (c1(70-100cM)) develop high titre anti-dsDNA Ab, increased numbers of large germinal centers and severe GN a characteristic feature of lupus-prone mice with abnormalities of T follicular helper (TFH) and Th17 cells. In this study we determined whether variations in disease severity in c1 subcongenic mice are associated with differences in these subsets. The proportion of splenic TFH cells was significantly increased in c1(70-100) mice. Splenocytes from all c1 congenic mouse strains demonstrated increased production of IL-21 and IL-17 following anti-CD3/CD28 crosslinking which was greatest in c1(70-100) mice. The majority of IL-21 producing cells were TFH, many of which also secreted IFN-γ, but not IL-17. Immunization of 8-wk-old pre-autoimmune mice with ovalbumin (OVA) led to increased generation of TFH and Th17 cells in c1 (70-100) mice. This appeared to result in part from altered T cell function, as adoptively transferred OVA-specific TCR transgenic c1(70-100) T cells and naïve c1(70-100) T cells cultured in-vitro, demonstrated enhanced differentiation to TFH and IL-17-producing cells. Thus, genetic loci on NZB c1 promote differentiation of T cells to TFH and Th17 cells and this capacity correlates with the severity of disease.
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Affiliation(s)
- Nafiseh Talaei
- 1Immunology, University of Toronto, Toronto, ON, Canada
- 2Toronto Western Research Institute, Toronto, ON, Canada
| | | | - Babak Noamani
- 2Toronto Western Research Institute, Toronto, ON, Canada
| | - Evelyn Pau
- 1Immunology, University of Toronto, Toronto, ON, Canada
- 2Toronto Western Research Institute, Toronto, ON, Canada
| | - Nan Chang
- 2Toronto Western Research Institute, Toronto, ON, Canada
| | - Joan Wither
- 1Immunology, University of Toronto, Toronto, ON, Canada
- 2Toronto Western Research Institute, Toronto, ON, Canada
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Reich HN, Gladman DD, Urowitz MB, Bargman JM, Hladunewich MA, Lou W, Fan SCP, Su J, Herzenberg AM, Cattran DC, Wither J, Landolt-Marticorena C, Scholey JW, Fortin PR. Persistent proteinuria and dyslipidemia increase the risk of progressive chronic kidney disease in lupus erythematosus. Kidney Int 2011; 79:914-20. [PMID: 21248713 DOI: 10.1038/ki.2010.525] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Advances in immunotherapy have improved survival of patients with systemic lupus erythematosus who now face an increasing burden of chronic diseases including that of the kidney. As systemic inflammation is also thought to contribute directly to the progression of chronic kidney disease (CKD), we assessed this risk in patients with lupus, with and without a diagnosis of nephritis, and also identified modifiable risk factors. Accordingly, we enrolled 631 patients (predominantly Caucasian), of whom 504 were diagnosed with lupus within the first year and followed them an average of 11 years. Despite the presence of a chronic inflammatory disease, the rate of decline in renal function of 238 patients without nephritis was similar to that described for non-lupus patient cohorts. Progressive loss of kidney function developed exclusively in patients with lupus nephritis who had persistent proteinuria and dyslipidemia, although only six required dialysis or transplantation. The mortality rate was 16% with half of the deaths attributable to sepsis or cancer. Thus, despite the presence of a systemic inflammatory disease, the risk of progressive CKD in this lupus cohort was relatively low in the absence of nephritis. Hence, as in idiopathic glomerular disease, persistent proteinuria and dyslipidemia (modifiable risks) are the major factors for CKD progression in lupus patients with renal involvement.
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Affiliation(s)
- Heather N Reich
- Division of Nephrology, Department of Medicine, University Health Network and University of Toronto, Toronto, ON, Canada.
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Cooper GS, Wither J, Bernatsky S, Claudio JO, Clarke A, Rioux JD, Fortin PR. Occupational and environmental exposures and risk of systemic lupus erythematosus: silica, sunlight, solvents. Rheumatology (Oxford) 2010; 49:2172-80. [PMID: 20675707 DOI: 10.1093/rheumatology/keq214] [Citation(s) in RCA: 113] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES We examined occupational and non-occupational exposures in relation to risk of SLE in a case-control study conducted through the Canadian Network for Improved Outcomes in SLE (CaNIOS). METHODS SLE cases (n = 258) were recruited from 11 rheumatology centres across Canada. Controls (without SLE, n = 263) were randomly selected from phone number listings and matched to cases by age, sex and area of residence. Data were collected using a structured telephone interview. RESULTS An association was seen with outdoor work in the 12 months preceding diagnosis [odds ratio (OR) 2.0; 95% CI 1.1, 3.8]; effect modification by sun reaction was suggested, with the strongest effect among people who reported reacting to midday sun with a blistering sunburn or a rash (OR 7.9; 95% CI 0.97, 64.7). Relatively strong but imprecise associations were seen with work as an artist working with paints, dyes or developing film (OR 3.9; 95% CI 1.3, 12.3) and work that included applying nail polish or nail applications (OR 10.2; 95% CI 1.3, 81.5). Patients were more likely than controls to report participation in pottery or ceramics work as a leisure activity, with an increased risk among individuals with a total frequency of at least 26 days (OR 2.1; 95% CI 1.1, 3.9). Analyses of potential respirable silica exposures suggested an exposure-response gradient (OR 1.0, 1.4. and 2.1 for zero, one and two or more sources of exposure, respectively; trend test P < 0.01). CONCLUSIONS This study supports the role of specific occupational and non-occupational exposures in the development of SLE.
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Affiliation(s)
- Glinda S Cooper
- Department of Environmental and Occupational Health, The George Washington University, School of Public Health and Health Services, Washington, DC, USA.
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Chang NH, Cheung YH, Loh C, Pau E, Roy V, Cai YC, Wither J. B cell activating factor (BAFF) and T cells cooperate to breach B cell tolerance in lupus-prone New Zealand Black (NZB) mice. PLoS One 2010; 5:e11691. [PMID: 20661465 PMCID: PMC2908288 DOI: 10.1371/journal.pone.0011691] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2010] [Accepted: 06/17/2010] [Indexed: 01/23/2023] Open
Abstract
The presence of autoantibodies in New Zealand Black (NZB) mice suggests a B cell tolerance defect however the nature of this defect is unknown. To determine whether defects in B cell anergy contribute to the autoimmune phenotype in NZB mice, soluble hen egg lysozyme (sHEL) and anti-HEL Ig transgenes were bred onto the NZB background to generate double transgenic (dTg) mice. NZB dTg mice had elevated levels of anti-HEL antibodies, despite apparently normal B cell functional anergy in-vitro. NZB dTg B cells also demonstrated increased survival and abnormal entry into the follicular compartment following transfer into sHEL mice. Since this process is dependent on BAFF, BAFF serum and mRNA levels were assessed and were found to be significantly elevated in NZB dTg mice. Treatment of NZB sHEL recipient mice with TACI-Ig reduced NZB dTg B cell survival following adoptive transfer, confirming the role of BAFF in this process. Although NZB mice had modestly elevated BAFF, the enhanced NZB B cell survival response appeared to result from an altered response to BAFF. In contrast, T cell blockade had a minimal effect on B cell survival, but inhibited anti-HEL antibody production. The findings suggest that the modest BAFF elevations in NZB mice are sufficient to perturb B cell tolerance, particularly when acting in concert with B cell functional abnormalities and T cell help.
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Affiliation(s)
- Nan-Hua Chang
- Arthritis Centre of Excellence, Toronto Western Research Institute, Toronto, Ontario, Canada
| | - Yui-Ho Cheung
- Arthritis Centre of Excellence, Toronto Western Research Institute, Toronto, Ontario, Canada
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Christina Loh
- Arthritis Centre of Excellence, Toronto Western Research Institute, Toronto, Ontario, Canada
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Evelyn Pau
- Arthritis Centre of Excellence, Toronto Western Research Institute, Toronto, Ontario, Canada
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Valerie Roy
- Arthritis Centre of Excellence, Toronto Western Research Institute, Toronto, Ontario, Canada
| | - Yong-Chun Cai
- Arthritis Centre of Excellence, Toronto Western Research Institute, Toronto, Ontario, Canada
| | - Joan Wither
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, University Health Network, Toronto, Ontario, Canada
- * E-mail:
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Aghdassi E, Morrison S, Landolt-Marticorena C, Su J, Pineau CA, Gladman D, Urowitz M, Pope J, Peschken C, Dacosta D, Wither J, Fortin PR. The use of micronutrient supplements is not associated with better quality of life and disease activity in Canadian patients with systemic lupus erythematosus. J Rheumatol 2009; 37:87-90. [PMID: 19955051 DOI: 10.3899/jrheum.090761] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
OBJECTIVE Associations between the use of micronutrient supplements (MS) and disease activity, quality of life (QOL), and healthcare resource utilization were studied in a Canadian population of patients with systemic lupus erythematosus (SLE). METHODS QOL was assessed by the Medical Outcomes Study 36-item Short Form. Healthcare resource utilization and disease activity/damage were determined. RESULTS Of the 259 subjects studied, 53% were MS users and 34% used only calcium/vitamin D. MS users had a higher Systemic Lupus International Collaborating Clinics score and utilized more healthcare resources. Disease activity and QOL were similar between MS users and nonusers. CONCLUSION MS are frequently used by patients with SLE and are not associated with concomitant benefit on QOL. MS users utilized more healthcare resources.
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Affiliation(s)
- Elaheh Aghdassi
- University Health Network, Toronto Western Hospital, Toronto, Canada
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Cheung YH, Loh C, Pau E, Kim J, Wither J. Insights into the genetic basis and immunopathogenesis of systemic lupus erythematosus from the study of mouse models. Semin Immunol 2009; 21:372-82. [DOI: 10.1016/j.smim.2009.10.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2009] [Accepted: 10/23/2009] [Indexed: 01/15/2023]
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Loh C, Pau E, Chang NH, Wither J. A B cell intrinsic defect initiates autoimmunity in New Zealand Black chromosome 13 congenic mice (49.21). The Journal of Immunology 2009. [DOI: 10.4049/jimmunol.182.supp.49.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Introgression of a New Zealand Black (NZB) chromosome 13 (c13) interval onto a lupus-resistant C57BL/6 (B6) background (denoted, B6.NZBc13) is sufficient to produce many of the hallmarks of lupus. To characterize the immune defects leading to these abnormalities observed in B6.NZBc13 mice, bone marrow (BM) chimeras and BCR transgenic mice were produced. In BM chimeras, transfer of B6.NZBc13 BM cells was sufficient to transfer autoimmunity. Interestingly, in mixed BM chimeras the abnormal T and B cell activation as well as DC expansion was observed in both B6 and B6.NZBc13 derived cells; but with greater B cell activation in B6.NZBc13 derived cells. When an anti-HEL Ig transgene was crossed onto the congenic background disease was abrogated and the abnormal cellular phenotypes normalized. Although tolerance was retained in anti-HEL Ig/soluble HEL double transgenic mice, increased numbers of 'edited' cells were seen in the periphery. B cell function studies revealed altered phosphorylation of signaling molecules downstream of the BCR. These findings indicate the presence of a BM-cell intrinsic defect on NZB c13 that can be localized to a B cell defect, which is necessary to initiate the autoimmune phenotype in B6.NZBc13 mice.
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Affiliation(s)
- Christina Loh
- 1Immunology, University of Toronto, Toronto, Ontario Canada
- 2Arthritis Centre of Excellence, Toronto, Ontario Canada
| | - Evelyn Pau
- 1Immunology, University of Toronto, Toronto, Ontario Canada
- 2Arthritis Centre of Excellence, Toronto, Ontario Canada
| | - Nan-Hua Chang
- 2Arthritis Centre of Excellence, Toronto, Ontario Canada
| | - Joan Wither
- 1Immunology, University of Toronto, Toronto, Ontario Canada
- 2Arthritis Centre of Excellence, Toronto, Ontario Canada
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Graham DC, Goyette P, Graham R, Moser K, Gaffney P, Montpetit A, Chad L, Hudson T, Altshuler D, Fortin P, Wither J, Behrens T, Rioux J, Vyse T. F.31. Lost Inhibitions? T Cell Activation Pathways in SLE. Clin Immunol 2009. [DOI: 10.1016/j.clim.2009.03.297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Cooper GS, Wither J, McKenzie T, Claudio JO, Bernatsky S, Fortin PR. The prevalence and accuracy of self-reported history of 11 autoimmune diseases. J Rheumatol 2008; 35:2001-2004. [PMID: 18785310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
OBJECTIVE To determine the prevalence and confirmation rate of autoimmune diseases reported by relatives of patients with lupus and controls. METHODS Medical histories were obtained by self-report from 626 first-degree relatives of lupus patients and 267 population controls. RESULTS Of 178 reports of an autoimmune disease, 44% were confirmed by medical records; excluding those whose medical records were unavailable, the confirmation rate was 76%. The prevalence of at least one confirmed autoimmune disease was 12% in lupus relatives and 2% in controls. CONCLUSION Methods to improve the reliability of self-reported autoimmune disease history could enhance population and clinic-based research.
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Affiliation(s)
- Glinda S Cooper
- United States Environmental Protection Agency, National Center for Environmental Assessment, Washington, DC 20460, USA.
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Wither J, Cai YC, Lim S, McKenzie T, Roslin N, Claudio JO, Cooper GS, Hudson TJ, Paterson AD, Greenwood CMT, Gladman D, Pope J, Pineau CA, Smith CD, Hanly JG, Peschken C, Boire G, Fortin PR. Reduced proportions of natural killer T cells are present in the relatives of lupus patients and are associated with autoimmunity. Arthritis Res Ther 2008; 10:R108. [PMID: 18783591 PMCID: PMC2592790 DOI: 10.1186/ar2505] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2008] [Revised: 07/25/2008] [Accepted: 09/10/2008] [Indexed: 01/16/2023] Open
Abstract
Introduction Systemic lupus erythematosus is a genetically complex disease. Currently, the precise allelic polymorphisms associated with this condition remain largely unidentified. In part this reflects the fact that multiple genes, each having a relatively minor effect, act in concert to produce disease. Given this complexity, analysis of subclinical phenotypes may aid in the identification of susceptibility alleles. Here, we used flow cytometry to investigate whether some of the immune abnormalities that are seen in the peripheral blood lymphocyte population of lupus patients are seen in their first-degree relatives. Methods Peripheral blood mononuclear cells were isolated from the subjects, stained with fluorochrome-conjugated monoclonal antibodies to identify various cellular subsets, and analyzed by flow cytometry. Results We found reduced proportions of natural killer (NK)T cells among 367 first-degree relatives of lupus patients as compared with 102 control individuals. There were also slightly increased proportions of memory B and T cells, suggesting increased chronic low-grade activation of the immune system in first-degree relatives. However, only the deficiency of NKT cells was associated with a positive anti-nuclear antibody test and clinical autoimmune disease in family members. There was a significant association between mean parental, sibling, and proband values for the proportion of NKT cells, suggesting that this is a heritable trait. Conclusions The findings suggest that analysis of cellular phenotypes may enhance the ability to detect subclinical lupus and that genetically determined altered immunoregulation by NKT cells predisposes first-degree relatives of lupus patients to the development of autoimmunity.
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Affiliation(s)
- Joan Wither
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada.
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Landolt-Marticorena C, Bonventi G, Lubovich A, Ferguson C, Unnithan T, Su J, Gladman DD, Urowitz M, Fortin PR, Wither J. Lack of association between the interferon-alpha signature and longitudinal changes in disease activity in systemic lupus erythematosus. Ann Rheum Dis 2008; 68:1440-6. [PMID: 18772188 DOI: 10.1136/ard.2008.093146] [Citation(s) in RCA: 138] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To study the longitudinal expression of interferon (IFN)-inducible genes in systemic lupus erythematosus (SLE) and determine their suitability as disease biomarkers. METHODS RNA was isolated from the peripheral blood of 94 patients with SLE and 11 controls and reverse transcribed into cDNA. The expression levels of five IFN-responsive genes (LY6E, OAS1, IFIT1, ISG15 and MX1) were determined by quantitative PCR, normalised to GAPDH and summed to generate a global IFN score. Patients were followed longitudinally for a period of 3-12 months, and the association between disease activity, as measured by the SLE disease activity index (SLEDAI-2K), and other clinical and laboratory variables was examined. RESULTS The expression of all five IFN-responsive genes was significantly higher in patients with SLE than in controls. The expression of LY6E, OAS1, IFIT1 and the global IFN score was associated with high disease activity. The global IFN score was also associated with active renal disease, a decreased C3, and the presence of anti-dsDNA or anti-RNA binding protein antibodies at a single point in time. However, there was a poor correlation between changes in this score and changes in disease activity, C3 or anti-dsDNA antibody levels in patients followed longitudinally. In most patients the levels of IFN-induced gene expression remained relatively stable over 3-12 months despite marked changes in disease activity. Nevertheless, in patients with low/moderate disease activity, those with high IFN scores had a more recent history of sustained high disease activity. CONCLUSION The findings indicate that IFN-induced gene expression has limited clinical utility as a biomarker of acute changes in disease activity.
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Affiliation(s)
- C Landolt-Marticorena
- Arthritis Centre of Excellence, Division of Genetics and Development, Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario M5T 2S8, Canada
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Hudson M, Bernatsky S, Taillefer S, Fortin PR, Wither J, Baron M. Patients with systemic autoimmune diseases could not distinguish comorbidities from their index disease. J Clin Epidemiol 2008; 61:654-62. [DOI: 10.1016/j.jclinepi.2007.08.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2007] [Revised: 07/22/2007] [Accepted: 08/03/2007] [Indexed: 11/28/2022]
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Levine JS, Subang R, Nasr SH, Fournier S, Lajoie G, Wither J, Rauch J. Immunization with an apoptotic cell-binding protein recapitulates the nephritis and sequential autoantibody emergence of systemic lupus erythematosus. J Immunol 2006; 177:6504-16. [PMID: 17056583 PMCID: PMC3439500 DOI: 10.4049/jimmunol.177.9.6504] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The initial events predisposing to loss of tolerance in patients with systemic lupus erythematosus (SLE) are largely unknown, as are the events that precipitate the transition from preclinical to overt disease. We hypothesized that induction of murine SLE would require tipping the balance between tolerance and immunity in two ways: 1) an immunogen that could take advantage of apoptotic cells as a scaffold for epitope spread, and 2) an immune activator that would generate a strong and persistent T cell response to the inciting immunogen. We show that immunization of C57BL/6 and BALB/c mice with human beta(2)-glycoprotein I, an apoptotic cell-binding protein, in the presence of LPS induces a long-lived, potent response to beta(2)-glycoprotein I that results in epitope spread to multiple SLE autoantigens. SLE-specific autoantibodies emerged in a sequential manner that recapitulated the order seen in human SLE. Moreover, immunized mice developed overt glomerulonephritis closely resembling human lupus nephritis.
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Affiliation(s)
- Jerrold S. Levine
- Section of Nephrology, Department of Medicine, The University of Illinois, Chicago, IL 60612
| | - Rebecca Subang
- Division of Rheumatology, Department of Medicine, The Research Institute of the McGill University Health Centre, McGill University, Montreal, Quebec, Canada
| | - Samih H. Nasr
- Department of Pathology, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Sylvie Fournier
- Department of Microbiology and Immunology, McGill University, Montreal, Quebec, Canada
| | - Ginette Lajoie
- Department of Pathology, Peel Memorial Hospital, William Osler Health Centre, Brampton, Ontario, and Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Ontario
| | - Joan Wither
- Department of Medicine and Department of Immunology, Toronto Western Hospital Research Institute, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Joyce Rauch
- Division of Rheumatology, Department of Medicine, The Research Institute of the McGill University Health Centre, McGill University, Montreal, Quebec, Canada
- Address correspondence and reprint requests to Dr. Joyce Rauch, The Montreal General Hospital, 1650 Cedar Avenue, Montreal, Quebec H3G 1A4, Canada.
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Abstract
Glucagon-like peptide 1 (GLP-1) exhibits considerable potential for the treatment of type 2 diabetes because of its effects on stimulation of insulin secretion and the inhibition of gastric emptying, appetite, and glucagon secretion. However, native GLP-1 undergoes rapid enzymatic inactivation, prompting development of long-acting degradation-resistant GLP-1 receptor agonists such as exendin-4 (Ex-4). To study the consequences of sustained exposure to Ex-4, we generated metallothionein promoter-exendin-4 (MT-Exendin) mice that continuously express a proexendin-4 transgene in multiple murine tissues. We now report that MT-Exendin mice develop extensive tissue lymphocytic infiltration with increased numbers of CD4(+) and CD8a(+) cells in the liver and/or kidney and increased numbers of B220(+) cells present in the pancreas and liver. MT-Exendin mice generate antibodies directed against Ex-4, exendin NH(2)-terminal peptide (ENTP), and proexendin-4 as well as antibodies that cross-react with native GLP-1. Furthermore, lymphocytes isolated from MT-Exendin mice proliferate in response to proexendin-4 but not after exposure to Ex-4 or ENTP. These findings demonstrate that expression of a proexendin-4 transgene may be associated with activation of humoral and cellular immune responses in mice.
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Affiliation(s)
- Laurie L Baggio
- Department of Medicine, Banting and Best Deabetes Centre, Toronto General Hospital, 200 Elizabeth St., MBRW4R-402, Toronto, Ontario, Canada M5G2C4
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Roy V, Chang NH, Cai Y, Bonventi G, Wither J. Aberrant IgM Signaling Promotes Survival of Transitional T1 B Cells and Prevents Tolerance Induction in Lupus-Prone New Zealand Black Mice. J Immunol 2005; 175:7363-71. [PMID: 16301643 DOI: 10.4049/jimmunol.175.11.7363] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
New Zealand Black (NZB) mice develop a lupus-like syndrome. Although the precise immune defects leading to autoantibody production in these mice have not been characterized, they possess a number of immunologic abnormalities suggesting that B cell tolerance may be defective. In the bone marrow, immature self-reactive B cells that have failed to edit their receptors undergo apoptosis as a consequence of Ig receptor engagement. Splenic transitional T1 B cells are recent bone marrow emigrants that retain these signaling properties, ensuring that B cells recognizing self-Ags expressed only in the periphery are deleted from the naive B cell repertoire. In this study we report that this mechanism of tolerance is defective in NZB mice. We show that NZB T1 B cells are resistant to apoptosis after IgM cross-linking in vitro. Although extensive IgM cross-linking usually leads to deletion of T1 B cells, in NZB T1 B cells we found that it prevents mitochondrial membrane damage, inhibits activation of caspase-3, and promotes cell survival. Increased survival of NZB T1 B cells was associated with aberrant up-regulation of Bcl-2 after Ig receptor engagement. We also show that there is a markedly increased proportion of NZB T1 B cells that express elevated levels of Bcl-2 in vivo and provide evidence that up-regulation of Bcl-2 follows encounter with self-Ag in vivo. Thus, we propose that aberrant cell signaling in NZB T1 B cells leads to the survival of autoreactive B cells, which predisposes NZB mice to the development of autoimmunity.
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Affiliation(s)
- Valerie Roy
- Arthritis Center of Excellence, Toronto Western Research Institute, Toronto, Ontario, Canada
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Abstract
The (New Zealand black (NZB) x New Zealand white (NZW))F1 (NZB/W) mouse strain spontaneously develops an autoimmune disease characterized by anti-dsDNA antibody production and glomerulonephritis. Although evidence suggests that production of pathogenic autoantibodies is T-cell dependent, the immunological defects that lead to activation of these autoreactive T cells are unknown. In particular, it has not been resolved whether autoreactive T cells become activated in these mice because of a generalized defect in T-cell tolerance induction. Previous work has demonstrated that thymic and peripheral tolerance to strongly deleting antigens are intact in NZB/W mice. In this study we investigate whether these mice possess a more subtle T-cell tolerance defect. To this end, we have produced NZB/W mice carrying a transgene encoding beef insulin (BI) which is expressed at levels close to the threshold for T-cell tolerance induction. In BALB/c mice this transgene produces a profound but incomplete state of BI-specific T-cell tolerance, mediated predominantly by clonal anergy. Comparison of BI-specific tolerance in NZB/W, major histocompatibility complex (MHC)-matched (BALB/c x NZW)F1, and BALB/c BI-transgenic mice clearly demonstrates that T-cell tolerance induction is normal in NZB/W mice. The data suggest that the loss of T-cell tolerance that ultimately supports nephritogenic autoantibody production in NZB/W mice does not result from a generalized defect in T-cell tolerance, and by extension likely results from aberrant activation of specific autoreactive T cells.
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Affiliation(s)
- J Wither
- Departments of Medicine and Immunology, University of Toronto, Toronto, Ontario, Canada
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Wither J, Vukusic B. Autoimmunity Develops in Lupus-Prone NZB Mice Despite Normal T Cell Tolerance. The Journal of Immunology 1998. [DOI: 10.4049/jimmunol.161.9.4555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Abstract
NZB mice spontaneously develop an autoimmune disease characterized by production of anti-RBC, -lymphocyte, and -ssDNA Abs. Evidence suggests that the NZB mouse strain has all of the immunologic defects required to produce lupus nephritis but lacks an MHC locus that allows pathogenic anti-dsDNA Ab production. The capacity to produce diverse autoantibodies in these mice raises the possibility that they possess a generalized defect in self-tolerance. To determine whether this defect is found within the T cell subset, we backcrossed a transgene encoding bovine insulin (BI) onto the NZB background. In nonautoimmune BALB/c mice, the BI transgene induces a profound but incomplete state of T cell tolerance mediated predominantly by clonal anergy. Comparison of tolerance in NZB and BALB/c BI-transgenic mice clearly demonstrated that NZB T cells were at least as tolerant to BI as BALB/c T cells. NZB BI-transgenic mice did not spontaneously produce anti-BI Abs, and following antigenic challenge, BI-specific Ab production was comparably reduced in both BI-transgenic NZB and BALB/c mice. Further, in vitro BI-specific T cell proliferation and cytokine secretion were appropriately decreased for primed lymph node and splenic T cells derived from NZB BI-transgenic relative to their nontransgenic counterparts. These data indicate that a generalized T cell tolerance defect does not underlie the autoimmune disease in NZB mice. Instead, we propose that the T cell-dependent production of pathogenic IgG autoantibodies in these mice arises from abnormal activation of T cells in the setting of normal but incomplete tolerance.
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Affiliation(s)
- Joan Wither
- *The Arthritis Centre-Research Unit, Toronto Hospital Research Institute, The Toronto Hospital-Western Division; and
- †Departments of Medicine and Immunology, University of Toronto, Toronto, Ontario, Canada
| | - Brian Vukusic
- *The Arthritis Centre-Research Unit, Toronto Hospital Research Institute, The Toronto Hospital-Western Division; and
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Wither J, Vukusic B. Autoimmunity develops in lupus-prone NZB mice despite normal T cell tolerance. J Immunol 1998; 161:4555-62. [PMID: 9794382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
NZB mice spontaneously develop an autoimmune disease characterized by production of anti-RBC, -lymphocyte, and -ssDNA Abs. Evidence suggests that the NZB mouse strain has all of the immunologic defects required to produce lupus nephritis but lacks an MHC locus that allows pathogenic anti-dsDNA Ab production. The capacity to produce diverse autoantibodies in these mice raises the possibility that they possess a generalized defect in self-tolerance. To determine whether this defect is found within the T cell subset, we backcrossed a transgene encoding bovine insulin (BI) onto the NZB background. In nonautoimmune BALB/c mice, the BI transgene induces a profound but incomplete state of T cell tolerance mediated predominantly by clonal anergy. Comparison of tolerance in NZB and BALB/c BI-transgenic mice clearly demonstrated that NZB T cells were at least as tolerant to BI as BALB/c T cells. NZB BI-transgenic mice did not spontaneously produce anti-BI Abs, and following antigenic challenge, BI-specific Ab production was comparably reduced in both BI-transgenic NZB and BALB/c mice. Further, in vitro BI-specific T cell proliferation and cytokine secretion were appropriately decreased for primed lymph node and splenic T cells derived from NZB BI-transgenic relative to their nontransgenic counterparts. These data indicate that a generalized T cell tolerance defect does not underlie the autoimmune disease in NZB mice. Instead, we propose that the T cell-dependent production of pathogenic IgG autoantibodies in these mice arises from abnormal activation of T cells in the setting of normal but incomplete tolerance.
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Affiliation(s)
- J Wither
- The Arthritis Centre-Research Unit, Toronto Hospital Research Institute, The Toronto Hospital-Western Division, Ontario, Canada
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