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Rezaei E, Hogan D, Trost B, Kusalik AJ, Boire G, Cabral DA, Campillo S, Chédeville G, Chetaille AL, Dancey P, Duffy C, Watanabe Duffy K, Gordon J, Guzman J, Houghton K, Huber AM, Jurencak R, Lang B, Morishita K, Oen KG, Petty RE, Ramsey SE, Scuccimarri R, Spiegel L, Stringer E, Taylor-Gjevre RM, Tse SML, Tucker LB, Turvey SE, Tupper S, Yeung RSM, Benseler S, Ellsworth J, Guillet C, Karananayake C, Muhajarine N, Roth J, Schneider R, Rosenberg AM. Clinical and associated inflammatory biomarker features predictive of short-term outcomes in non-systemic juvenile idiopathic arthritis. Rheumatology (Oxford) 2021; 59:2402-2411. [PMID: 31919503 DOI: 10.1093/rheumatology/kez615] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 11/04/2019] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE To identify early predictors of disease activity at 18 months in JIA using clinical and biomarker profiling. METHODS Clinical and biomarker data were collected at JIA diagnosis in a prospective longitudinal inception cohort of 82 children with non-systemic JIA, and their ability to predict an active joint count of 0, a physician global assessment of disease activity of ≤1 cm, and inactive disease by Wallace 2004 criteria 18 months later was assessed. Correlation-based feature selection and ReliefF were used to shortlist predictors and random forest models were trained to predict outcomes. RESULTS From the original 112 features, 13 effectively predicted 18-month outcomes. They included age, number of active/effused joints, wrist, ankle and/or knee involvement, ESR, ANA positivity and plasma levels of five inflammatory biomarkers (IL-10, IL-17, IL-12p70, soluble low-density lipoprotein receptor-related protein 1 and vitamin D), at enrolment. The clinical plus biomarker panel predicted active joint count = 0, physician global assessment ≤ 1, and inactive disease after 18 months with 0.79, 0.80 and 0.83 accuracy and 0.84, 0.83, 0.88 area under the curve, respectively. Using clinical features alone resulted in 0.75, 0.72 and 0.80 accuracy, and area under the curve values of 0.81, 0.78 and 0.83, respectively. CONCLUSION A panel of five plasma biomarkers combined with clinical features at the time of diagnosis more accurately predicted short-term disease activity in JIA than clinical characteristics alone. If validated in external cohorts, such a panel may guide more rationally conceived, biologically based, personalized treatment strategies in early JIA.
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Affiliation(s)
- Elham Rezaei
- Department of PediatricsUniversity of Saskatchewan, Saskatoon, SK, Canada
| | - Daniel Hogan
- Department of Computer Sciences, University of Saskatchewan, Saskatoon, SKCanada
| | - Brett Trost
- Department of Computer Sciences, University of Saskatchewan, Saskatoon, SKCanada
| | - Anthony J Kusalik
- Department of Computer Sciences, University of Saskatchewan, Saskatoon, SKCanada
| | - Gilles Boire
- Département de Médecine, Université de Sherbrooke, Sherbrooke, QCCanada
| | - David A Cabral
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, BCCanada
| | - Sarah Campillo
- Department of Pediatrics, McGill University Health Center, Montreal, QCCanada
| | - Gaëlle Chédeville
- Department of Pediatrics, McGill University Health Center, Montreal, QCCanada
| | - Anne-Laure Chetaille
- Département de Médecine le, Centre Hospitalier Universitaire de Quebec, Quebec, QCCanada
| | - Paul Dancey
- Department of Pediatrics, Janeway Children's Health and Rehabilitation Centre, St John's, NLCanada
| | - Ciaran Duffy
- Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, ONCanada
| | - Karen Watanabe Duffy
- Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, ONCanada
| | - John Gordon
- Department of Medicine, University of Saskatchewan, Saskatoon, SKCanada
| | - Jaime Guzman
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, BCCanada
| | - Kristin Houghton
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, BCCanada
| | - Adam M Huber
- Department of Pediatrics, IWK Health Centre and Dalhousie University, Halifax, NSCanada
| | - Roman Jurencak
- Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, ONCanada
| | - Bianca Lang
- Department of Pediatrics, IWK Health Centre and Dalhousie University, Halifax, NSCanada
| | - Kimberly Morishita
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, BCCanada
| | - Kiem G Oen
- Department of Pediatrics, University of Manitoba, Winnipeg, MBCanada
| | - Ross E Petty
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, BCCanada
| | - Suzanne E Ramsey
- Department of Pediatrics, IWK Health Centre and Dalhousie University, Halifax, NSCanada
| | - Rosie Scuccimarri
- Department of Pediatrics, McGill University Health Center, Montreal, QCCanada
| | - Lynn Spiegel
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, ONCanada
| | - Elizabeth Stringer
- Department of Pediatrics, IWK Health Centre and Dalhousie University, Halifax, NSCanada
| | | | - Shirley M L Tse
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, ONCanada
| | - Lori B Tucker
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, BCCanada
| | - Stuart E Turvey
- Department of Pediatrics, British Columbia Children's Hospital, Vancouver, BCCanada
| | - Susan Tupper
- Department of PediatricsUniversity of Saskatchewan, Saskatoon, SK, Canada
| | - Rae S M Yeung
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, ONCanada
| | - Susanne Benseler
- Department of Pediatrics, University of Calgary, Calgary, ABCanada
| | - Janet Ellsworth
- Department of Pediatrics, University of Alberta, Edmonton, ABCanada
| | - Chantal Guillet
- Department of Pediatrics, Hôpital Fleurimont (CHUS), Quebec, QCCanada
| | | | - Nazeem Muhajarine
- Department of Community Health and Epidemiology, University of Saskatchewan, Saskatoon, SK, Canada
| | - Johannes Roth
- Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, ONCanada
| | - Rayfel Schneider
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, ONCanada
| | - Alan M Rosenberg
- Department of PediatricsUniversity of Saskatchewan, Saskatoon, SK, Canada
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Alivernini S, MacDonald L, Elmesmari A, Finlay S, Tolusso B, Gigante MR, Petricca L, Di Mario C, Bui L, Perniola S, Attar M, Gessi M, Fedele AL, Chilaka S, Somma D, Sansom SN, Filer A, McSharry C, Millar NL, Kirschner K, Nerviani A, Lewis MJ, Pitzalis C, Clark AR, Ferraccioli G, Udalova I, Buckley CD, Gremese E, McInnes IB, Otto TD, Kurowska-Stolarska M. Distinct synovial tissue macrophage subsets regulate inflammation and remission in rheumatoid arthritis. Nat Med 2020; 26:1295-1306. [PMID: 32601335 DOI: 10.1038/s41591-020-0939-8] [Citation(s) in RCA: 310] [Impact Index Per Article: 77.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 05/12/2020] [Indexed: 12/28/2022]
Abstract
Immune-regulatory mechanisms of drug-free remission in rheumatoid arthritis (RA) are unknown. We hypothesized that synovial tissue macrophages (STM), which persist in remission, contribute to joint homeostasis. We used single-cell transcriptomics to profile 32,000 STMs and identified phenotypic changes in patients with early/active RA, treatment-refractory/active RA and RA in sustained remission. Each clinical state was characterized by different frequencies of nine discrete phenotypic clusters within four distinct STM subpopulations with diverse homeostatic, regulatory and inflammatory functions. This cellular atlas, combined with deep-phenotypic, spatial and functional analyses of synovial biopsy fluorescent activated cell sorted STMs, revealed two STM subpopulations (MerTKposTREM2high and MerTKposLYVE1pos) with unique remission transcriptomic signatures enriched in negative regulators of inflammation. These STMs were potent producers of inflammation-resolving lipid mediators and induced the repair response of synovial fibroblasts in vitro. A low proportion of MerTKpos STMs in remission was associated with increased risk of disease flare after treatment cessation. Therapeutic modulation of MerTKpos STM subpopulations could therefore be a potential treatment strategy for RA.
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MESH Headings
- Arthritis, Rheumatoid/genetics
- Arthritis, Rheumatoid/immunology
- Arthritis, Rheumatoid/metabolism
- Arthritis, Rheumatoid/pathology
- Biopsy
- Cell Lineage/genetics
- Humans
- Inflammation/genetics
- Inflammation/immunology
- Inflammation/metabolism
- Inflammation/pathology
- Joints/immunology
- Joints/metabolism
- Joints/pathology
- Lectins, C-Type/genetics
- Lectins, C-Type/immunology
- Macrophages/immunology
- Macrophages/metabolism
- Mannose Receptor
- Mannose-Binding Lectins/genetics
- Mannose-Binding Lectins/immunology
- Receptors, Cell Surface/genetics
- Receptors, Cell Surface/immunology
- Receptors, Immunologic/genetics
- Receptors, Immunologic/immunology
- Synovial Fluid/immunology
- Synovial Fluid/metabolism
- Synovial Membrane
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Affiliation(s)
- Stefano Alivernini
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE), .
- Division of Rheumatology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
- Institute of Rheumatology, Università Cattolica del Sacro Cuore, Rome, Italy.
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK.
| | - Lucy MacDonald
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK
| | - Aziza Elmesmari
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK
| | - Samuel Finlay
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK
| | - Barbara Tolusso
- Division of Rheumatology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Maria Rita Gigante
- Division of Rheumatology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Luca Petricca
- Division of Rheumatology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Clara Di Mario
- Institute of Rheumatology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Laura Bui
- Division of Pathology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Simone Perniola
- Institute of Rheumatology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Moustafa Attar
- The Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
| | - Marco Gessi
- Division of Pathology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Anna Laura Fedele
- Division of Rheumatology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Sabarinadh Chilaka
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK
| | - Domenico Somma
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK
| | - Stephen N Sansom
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- The Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
| | - Andrew Filer
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, University of Birmingham, Birmingham, UK
| | - Charles McSharry
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK
| | - Neal L Millar
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK
| | | | - Alessandra Nerviani
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Myles J Lewis
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Costantino Pitzalis
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Andrew R Clark
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | | | - Irina Udalova
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- The Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
| | - Christopher D Buckley
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- The Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, University of Birmingham, Birmingham, UK
| | - Elisa Gremese
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- Division of Rheumatology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Institute of Rheumatology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Iain B McInnes
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE)
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK
| | - Thomas D Otto
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE), .
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK.
| | - Mariola Kurowska-Stolarska
- Research into Inflammatory Arthritis Centre Versus Arthritis (RACE), .
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, UK.
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Bovid KM, Moore MD. Juvenile Idiopathic Arthritis for the Pediatric Orthopedic Surgeon. Orthop Clin North Am 2019; 50:471-488. [PMID: 31466663 DOI: 10.1016/j.ocl.2019.06.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Juvenile idiopathic arthritis includes conditions characterized by joint inflammation of unknown etiology lasting longer than 6 weeks in patients younger than 16 years. Diagnosis and medical management are complex and best coordinated by a pediatric rheumatologist. The mainstay of therapy is anti-inflammatory and biologic medications to control pain and joint inflammation. Orthopedic surgical treatment may be indicated for deformity, limb length inequality, or end-stage arthritis. Evaluation of the cervical spine and appropriate medication management in consultation with a patient's rheumatologist are essential in perioperative care. Preoperative planning should take into account patient deformity, contracture, small size, osteopenia, and medical comorbidities.
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Affiliation(s)
- Karen M Bovid
- Department of Orthopaedic Surgery, Western Michigan University Homer Stryker M.D. School of Medicine, 1000 Oakland Drive, Kalamazoo, MI 49008, USA.
| | - Mary D Moore
- Department of Pediatrics, Central Michigan University College of Medicine, 1000 Houghton Avenue, Saginaw, MI 48602, USA
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Mitra S, Samui PP, Samanta M, Mondal RK, Hazra A, Mandal K, Sabui TK. Ultrasound detected changes in joint cartilage thickness in juvenile idiopathic arthritis. Int J Rheum Dis 2019; 22:1263-1270. [PMID: 31117159 DOI: 10.1111/1756-185x.13584] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 02/14/2019] [Accepted: 03/25/2019] [Indexed: 11/29/2022]
Abstract
AIM The purpose of this study was to investigate the changes in joint cartilage thickness in different subtypes of juvenile idiopathic arthritis (JIA) using ultrasound, comparing them with healthy children and to evaluate the relationship with disease duration and inflammatory markers. METHODS We conducted a cross-sectional study comprising of 27 cases of JIA and 54 age- and sex-matched healthy children. Bilateral wrist, knee and ankle joint cartilage thicknesses were measured by ultrasound as per European League Against Rheumatism standard guidelines and compared them between JIA subtypes as well as between cases and control. RESULTS Descriptive analysis of the whole cohort revealed the mean age of the study population was 8.3 ± 3.2 years with mean cartilage thicknesses at the wrist, knee and ankle being 1.40 ± 0.89 mm, 1.57 ± 0.78 mm and 1.41 ± 0.85 mm, respectively. The median cartilage thicknesses of wrist, knee and ankle joints of JIA cases (n = 27) and healthy controls (n = 54) were 1.01, 1.35, 1.05 and 1.95, 2.00, 1.95, respectively. The joint cartilage thickness was significantly reduced in JIA in comparison to the healthy cohort (P < 0.01). Diseased boys suffered greater cartilage damage in knee joints compared to girls; the polyarticular variety of cases had thinner knee cartilage in comparison to the oligoarticular subtype. Further, it was found that joint cartilage destruction is independent of inflammatory markers and disease duration. CONCLUSION Significant cartilage thinning in addition was found in JIA children, particularly in the polyarticular subtype, and more in boys than girls, which is independent of disease duration and inflammatory markers, using ultrasound as a primary investigative tool.
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Affiliation(s)
- Sonali Mitra
- Department of Pediatrics, NRS Medical College, Kolkata, India
| | | | - Moumita Samanta
- Department of Pediatrics, NRS Medical College, Kolkata, India
| | | | - Avijit Hazra
- Department of Pharmacology, IPGME&R SSKM Hospital, Kolkata, India
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