Cell Reports (Aug 2019)
Molecular Portraits of Early Rheumatoid Arthritis Identify Clinical and Treatment Response Phenotypes
- Myles J. Lewis,
- Michael R. Barnes,
- Kevin Blighe,
- Katriona Goldmann,
- Sharmila Rana,
- Jason A. Hackney,
- Nandhini Ramamoorthi,
- Christopher R. John,
- David S. Watson,
- Sarah K. Kummerfeld,
- Rebecca Hands,
- Sudeh Riahi,
- Vidalba Rocher-Ros,
- Felice Rivellese,
- Frances Humby,
- Stephen Kelly,
- Michele Bombardieri,
- Nora Ng,
- Maria DiCicco,
- Désirée van der Heijde,
- Robert Landewé,
- Annette van der Helm-van Mil,
- Alberto Cauli,
- Iain B. McInnes,
- Christopher D. Buckley,
- Ernest Choy,
- Peter C. Taylor,
- Michael J. Townsend,
- Costantino Pitzalis
Affiliations
- Myles J. Lewis
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Michael R. Barnes
- Centre for Translational Bioinformatics, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK; Alan Turing Institute, British Library, London NW1 2DB, UK
- Kevin Blighe
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Katriona Goldmann
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Sharmila Rana
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK; Centre for Translational Bioinformatics, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Jason A. Hackney
- Bioinformatics and Computational Biology, Genentech Research & Early Development, 1 DNA Way, South San Francisco, CA 94080, USA
- Nandhini Ramamoorthi
- Biomarker Discovery OMNI, Genentech Research & Early Development, 1 DNA Way, South San Francisco, CA 94080, USA
- Christopher R. John
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- David S. Watson
- Centre for Translational Bioinformatics, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK; Alan Turing Institute, British Library, London NW1 2DB, UK; Oxford Internet Institute, University of Oxford, Oxford OX1 3JS, UK
- Sarah K. Kummerfeld
- Bioinformatics and Computational Biology, Genentech Research & Early Development, 1 DNA Way, South San Francisco, CA 94080, USA
- Rebecca Hands
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Sudeh Riahi
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Vidalba Rocher-Ros
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Felice Rivellese
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Frances Humby
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Stephen Kelly
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Michele Bombardieri
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Nora Ng
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Maria DiCicco
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
- Désirée van der Heijde
- Department of Rheumatology, Leiden University Medical Center, the Netherlands
- Robert Landewé
- Department of Clinical Immunology & Rheumatology, Amsterdam Rheumatology & Immunology Center, Amsterdam, the Netherlands
- Annette van der Helm-van Mil
- Department of Rheumatology, Leiden University Medical Center, the Netherlands
- Alberto Cauli
- Rheumatology Unit, Department of Medical Sciences, Policlinico of the University of Cagliari, Cagliari, Italy
- Iain B. McInnes
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow G12 8TA, UK
- Christopher D. Buckley
- Rheumatology Research Group, Institute of Inflammation and Ageing (IIA), University of Birmingham, Birmingham B15 2WB, UK; Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences and the Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
- Ernest Choy
- Institute of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
- Peter C. Taylor
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences and the Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
- Michael J. Townsend
- Biomarker Discovery OMNI, Genentech Research & Early Development, 1 DNA Way, South San Francisco, CA 94080, USA; Corresponding author
- Costantino Pitzalis
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK; Corresponding author
- Journal volume & issue
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Vol. 28,
no. 9
pp. 2455 – 2470.e5
Abstract
Summary: There is a current imperative to unravel the hierarchy of molecular pathways that drive the transition of early to established disease in rheumatoid arthritis (RA). Herein, we report a comprehensive RNA sequencing analysis of the molecular pathways that drive early RA progression in the disease tissue (synovium), comparing matched peripheral blood RNA-seq in a large cohort of early treatment-naive patients, namely, the Pathobiology of Early Arthritis Cohort (PEAC). We developed a data exploration website (https://peac.hpc.qmul.ac.uk/) to dissect gene signatures across synovial and blood compartments, integrated with deep phenotypic profiling. We identified transcriptional subgroups in synovium linked to three distinct pathotypes: fibroblastic pauci-immune pathotype, macrophage-rich diffuse-myeloid pathotype, and a lympho-myeloid pathotype characterized by infiltration of lymphocytes and myeloid cells. This is suggestive of divergent pathogenic pathways or activation disease states. Pro-myeloid inflammatory synovial gene signatures correlated with clinical response to initial drug therapy, whereas plasma cell genes identified a poor prognosis subgroup with progressive structural damage. : Lewis et al. use histology and RNA-seq of synovial biopsies from a cohort of early rheumatoid arthritis individuals to identify three histological pathotypes and reveal gene modules associated with disease severity and clinical response. Keywords: rheumatoid arthritis, RNA sequencing, personalized medicine, synovial biopsy, ectopic lymphoid structures, lymphoid neogenesis, transcriptomics, Pathobiology of Early Arthritis Cohort study, PEAC