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Sode J, Krintel SB, Carlsen AL, Hetland ML, Johansen JS, Hørslev-Petersen K, Stengaard-Pedersen K, Ellingsen T, Burton M, Junker P, Østergaard M, Heegaard NHH. Plasma MicroRNA Profiles in Patients with Early Rheumatoid Arthritis Responding to Adalimumab plus Methotrexate vs Methotrexate Alone: A Placebo-controlled Clinical Trial. J Rheumatol 2018; 45:53-61. [PMID: 29142030 DOI: 10.3899/jrheum.170266] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/03/2017] [Indexed: 11/22/2022]
Abstract
OBJECTIVE The aim was to identify plasma (i.e., cell-free) microRNA (miRNA) predicting antitumor necrosis and/or methotrexate (MTX) treatment response in patients enrolled in an investigator-initiated, prospective, double-blinded, placebo-controlled trial (The OPERA study, NCT00660647). METHODS We included 180 disease-modifying antirheumatic drug-naive patients with early rheumatoid arthritis (RA) randomized to adalimumab (ADA; n = 89) or placebo (n = 91) in combination with MTX. Plasma samples before and 3 months after treatment initiation were analyzed for 91 specific miRNA by quantitative reverse transcriptase-polymerase chain reaction on microfluidic dynamic arrays. A linear mixed-effects model was used to test for associations between pretreatment miRNA and changes in miRNA expression and American College of Rheumatology/European League Against Rheumatism (ACR/EULAR) Boolean (28 joints) remission at 3 and 12 months, applying false discovery rate correction for multiple testing. Using leave-one-out cross validation, we built predictive multivariate miRNA models and estimated classification performances using receiver-operating characteristics (ROC) curves. RESULTS In the ADA group, a higher pretreatment level of miR-27a-3p was significantly associated with remission at 12 months. The level decreased in remitting patients between pretreatment and 3 months, and increased in nonremitting patients. No associations were found in the placebo group receiving only MTX. Two multivariate miRNA models were able to predict response to ADA treatment after 3 and 12 months, with 63% and 82% area under the ROC curves, respectively. CONCLUSION We identified miR-27a-3p as a potential predictive biomarker of ACR/EULAR remission in patients with early RA treated with ADA in combination with MTX. We conclude that pretreatment plasma-miRNA profiles may be of predictive value, but the results need confirmation in independent cohorts.
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Affiliation(s)
- Jacob Sode
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark.
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital.
| | - Sophine B Krintel
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Anting Liu Carlsen
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Merete L Hetland
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Julia S Johansen
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Kim Hørslev-Petersen
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Kristian Stengaard-Pedersen
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Torkell Ellingsen
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Mark Burton
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Peter Junker
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Mikkel Østergaard
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
| | - Niels H H Heegaard
- From the Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen; Department of Rheumatology, Frederiksberg Hospital, Frederiksberg; Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark, Odense; Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup; Department of Medicine and Oncology, Herlev and Gentofte Hospital, Herlev; Faculty of Health Sciences, University of Copenhagen, Copenhagen; Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases, Gråsten; Department of Rheumatology, Aarhus University Hospital, Aarhus; Department of Rheumatology, Odense University Hospital, Odense; Department of Clinical Genetics, Odense University Hospital, Odense; Institute of Clinical Research, University of Southern Denmark, Odense; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
- J. Sode, PhD, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, Department of Rheumatology, Frederiksberg Hospital, and Institute of Regional Health Research-Center Sønderjylland, University of Southern Denmark; S.B. Krintel, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; A.L. Carlsen, PhD, Department of Autoimmunology and Biomarkers, Statens Serum Institut; M.L. Hetland, Professor, DMSc, PhD, MD, Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, and The DANBIO Registry and Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics; J.S. Johansen, Professor, DMSc, MD, Department of Medicine and Oncology, Herlev and Gentofte Hospital, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; K. Hørslev-Petersen, Professor, DMSc, MD, Department of Rheumatology, King Christian 10th Hospital for Rheumatic Diseases; K. Stengaard-Pedersen, Professor, DMSc, MD, Department of Rheumatology, Aarhus University Hospital; T. Ellingsen, Professor, PhD, MD, Department of Rheumatology, Odense University Hospital; M. Burton, PhD, Department of Clinical Genetics, Odense University Hospital; P. Junker, External Associate Professor, DMSc, MD, Department of Rheumatology C, Odense University Hospital, and Institute of Clinical Research, University of Southern Denmark; M. Østergaard, Professor, DMSc, PhD, MD, Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, and Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen; N.H. Heegaard, Professor, DMSc, DSc, MD, Department of Autoimmunology and Biomarkers, Statens Serum Institut, and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital
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Jeffery L, Fisk HL, Calder PC, Filer A, Raza K, Buckley CD, McInnes I, Taylor PC, Fisher BA. Plasma Levels of Eicosapentaenoic Acid Are Associated with Anti-TNF Responsiveness in Rheumatoid Arthritis and Inhibit the Etanercept-driven Rise in Th17 Cell Differentiation in Vitro. J Rheumatol 2017; 44:748-756. [PMID: 28202745 DOI: 10.3899/jrheum.161068] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2016] [Indexed: 12/31/2022]
Abstract
OBJECTIVE To determine whether levels of plasma n-3 polyunsaturated fatty acids are associated with response to antitumor necrosis factor (anti-TNF) agents in rheumatoid arthritis (RA), and whether this putative effect may have its basis in altering anti-TNF-driven Th17 cell differentiation. METHODS Plasma was collected at baseline and after 3 months of anti-TNF treatment in 22 patients with established RA, and fatty acid composition of the phosphatidylcholine (PC) component was measured. CD4+CD25- T cells and monocytes were purified from the blood of healthy donors and cocultured in the presence of anti-CD3, with or without etanercept (ETN), eicosapentaenoic acid (EPA), or the control fatty acid, linoleic acid (LA). Expression of interleukin 17 and interferon-γ was measured by intracellular staining and flow cytometry. RESULTS Plasma PC EPA levels and the EPA/arachidonic acid ratio correlated inversely with change in the Disease Activity Score at 28 joints (DAS28) at 3 months (-0.51, p = 0.007 and -0.48, p = 0.01, respectively), indicating that higher plasma EPA was associated with a greater reduction in DAS28. Plasma PC EPA was positively associated with European League Against Rheumatism response (p = 0.02). An increase in Th17 cells post-therapy has been associated with nonresponse to anti-TNF. ETN increased Th17 frequencies in vitro. Physiological concentrations of EPA, but not LA, prevented this. CONCLUSION EPA status was associated with clinical improvements to anti-TNF therapy in vivo and prevented the effect of ETN on Th17 cells in vitro. EPA supplementation might be a simple way to improve anti-TNF outcomes in patients with RA by suppressing Th17 frequencies.
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Affiliation(s)
- Louisa Jeffery
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham
| | - Helena L Fisk
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham
| | - Philip C Calder
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham
| | - Andrew Filer
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham
| | - Karim Raza
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham
| | - Christopher D Buckley
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham
| | - Iain McInnes
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham
| | - Peter C Taylor
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK.,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham
| | - Benjamin A Fisher
- From the Rheumatology Research Group and Arthritis Research UK Rheumatoid Arthritis Pathogenesis Centre of Excellence (RACE), University of Birmingham, Birmingham; Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton; UK National Institute for Health Research (NIHR) Southampton Biomedical Research Centre, University Hospital Southampton National Health Service (NHS) Foundation Trust; University of Southampton, Southampton; Glasgow Biomedical Research Centre, University of Glasgow, Glasgow; Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK. .,L. Jeffery, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; H.L. Fisk, BSc, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; P.C. Calder, PhD, Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, and NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and University of Southampton; A. Filer, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; K. Raza, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; C.D. Buckley, PhD, Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham; I. McInnes, PhD, Glasgow Biomedical Research Centre, University of Glasgow; P.C. Taylor, PhD, Kennedy Institute of Rheumatology, University of Oxford; B.A. Fisher, MD(Res), Rheumatology Research Group and Arthritis Research UK RACE, University of Birmingham.
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