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Price EJ, Benjamin S, Bombardieri M, Bowman S, Carty S, Ciurtin C, Crampton B, Dawson A, Fisher BA, Giles I, Glennon P, Gupta M, Hackett KL, Larkin G, Ng WF, Ramanan AV, Rassam S, Rauz S, Smith G, Sutcliffe N, Tappuni A, Walsh SB. British Society for Rheumatology guideline on management of adult and juvenile onset Sjögren disease. Rheumatology (Oxford) 2024:keae152. [PMID: 38621708 DOI: 10.1093/rheumatology/keae152] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 03/02/2024] [Indexed: 04/17/2024] Open
Abstract
Sjögren disease (SD) is a chronic, autoimmune disease of unknown aetiology with significant impact on quality of life. Although dryness (sicca) of the eyes and mouth are the classically described features, dryness of other mucosal surfaces and systemic manifestations are common. The key management aim should be to empower the individual to manage their condition-conserving, replacing and stimulating secretions; and preventing damage and suppressing systemic disease activity. This guideline builds on and widens the recommendations developed for the first guideline published in 2017. We have included advice on the management of children and adolescents where appropriate to provide a comprehensive guideline for UK-based rheumatology teams.
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Affiliation(s)
- Elizabeth J Price
- Department of Rheumatology, Great Western Hospital NHS Foundation Trust, Swindon, UK
| | - Stuart Benjamin
- The Academy Library and Information Service, Great Western Hospital NHS Foundation Trust, Swindon, UK
| | - Michele Bombardieri
- Department of Rheumatology, Barts and The London School of Medicine and Dentistry, Barts Health NHS Trust, London, UK
- Centre for Experimental Medicine and Rheumatology, The William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Simon Bowman
- Department of Rheumatology, Milton Keynes University Hospital, Milton Keynes, UK
- Department of Rheumatology, University Hospitals Birmingham NHSFT, Birmingham, UK
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Sara Carty
- Department of Rheumatology, Great Western Hospital NHS Foundation Trust, Swindon, UK
| | - Coziana Ciurtin
- Centre for Rheumatology, Division of Medicine, University College London, London, UK
| | - Bridget Crampton
- Patient Representative, Sjogren's UK Helpline Lead, Sjogren's UK (British Sjögren's Syndrome Association), Birmingham, UK
| | - Annabel Dawson
- Patient Representative, Sjogren's UK (British Sjögren's Syndrome Association), Birmingham, UK
| | - Benjamin A Fisher
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre and Department of Rheumatology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Ian Giles
- Centre for Rheumatology, Division of Medicine, University College London, London, UK
| | - Peter Glennon
- General Practice, NHS Staffordshire & Stoke on Trent ICB, Stafford, UK
| | - Monica Gupta
- Department of Rheumatology, Gartnavel General Hospital, Glasgow, UK
| | - Katie L Hackett
- Department of Social Work, Education and Community Wellbeing, Northumbria University, Newcastle upon Tyne, UK
| | | | - Wan-Fai Ng
- Translational and Clinical Research Institute & Newcastle NIHR Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, UK
- Department of Rheumatology, Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Athimalaipet V Ramanan
- Department of Paediatric Rheumatology, Bristol Royal Hospital for Children, Bristol, UK
- Translational Health Sciences, University of Bristol, Bristol, UK
| | - Saad Rassam
- Haematology and Haemato-Oncology, KIMS Hospital, Maidstone, Kent, UK
| | - Saaeha Rauz
- Ophthalmology, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Birmingham and Midland Eye Centre, Sandwell and West Birmingham NHS Trust, Birmingham, UK
| | - Guy Smith
- Department of Ophthalmology, Great Western Hospital NHS Foundation Trust, Swindon, UK
| | | | - Anwar Tappuni
- Institute of Dentistry, Queen Mary University of London, London, UK
| | - Stephen B Walsh
- London Tubular Centre, University College London, London, UK
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2
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Gordon RA, Nguyen Y, Foulquier N, Beydon M, Gheita TA, Hajji R, Sahbudin I, Hoi A, Ng WF, Mendonça JA, Wallace DJ, Shea B, Bruyn GA, Goodman SM, Fisher BA, Baldini C, Torralba KD, Bootsma H, Akpek EK, Karakus S, Baer AN, Chakravarty SD, Terslev L, D'Agostino MA, Mariette X, DiRenzo D, Rasmussen A, Papas A, Montoya C, Arends S, Yusof MYM, Pintilie I, Warner BM, Hammitt KM, Strand V, Bouillot C, Tugwell P, Inanc N, Andreu JL, Wahren-Herlenius M, Devauchelle-Pensec V, Shiboski CH, Benyoussef A, Masli S, Lee AYS, Cornec D, Bowman S, Rischmueller M, McCoy SS, Seror R. The Sjögren's Working Group: The 2023 OMERACT meeting and provisional domain generation. Semin Arthritis Rheum 2024; 65:152378. [PMID: 38310657 PMCID: PMC10954392 DOI: 10.1016/j.semarthrit.2024.152378] [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: 08/14/2023] [Revised: 01/04/2024] [Accepted: 01/09/2024] [Indexed: 02/06/2024]
Abstract
Sjögren's disease (SjD) is a systemic autoimmune exocrinopathy with key features of dryness, pain, and fatigue. SjD can affect any organ system with a variety of presentations across individuals. This heterogeneity is one of the major barriers for developing effective disease modifying treatments. Defining core disease domains comprising both specific clinical features and incorporating the patient experience is a critical first step to define this complex disease. The OMERACT SjD Working Group held its first international collaborative hybrid meeting in 2023, applying the OMERACT 2.2 filter toward identification of core domains. We accomplished our first goal, a scoping literature review that was presented at the Special Interest Group held in May 2023. Building on the domains identified in the scoping review, we uniquely deployed multidisciplinary experts as part of our collaborative team to generate a provisional domain list that captures SjD heterogeneity.
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Affiliation(s)
- Rachael A Gordon
- Department of Medicine, Division of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, USA
| | - Yann Nguyen
- Department of Rheumatology, National Reference Center for Auto-immune Diseases, Sjogren's ERN Reconnect Center, Assistance Publique-Hôpitaux de Paris, Hôpital Bicêtre, Université Paris-Saclay, INSERM U1184, Le Kremlin Bicêtre, Paris, France
| | | | - Maxime Beydon
- Department of Rheumatology, National Reference Center for Auto-immune Diseases, Sjogren's ERN Reconnect Center, Assistance Publique-Hôpitaux de Paris, Hôpital Bicêtre, Université Paris-Saclay, INSERM U1184, Le Kremlin Bicêtre, Paris, France
| | - Tamer A Gheita
- Rheumatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Raouf Hajji
- Internal Medicine Department, Sidi Bouzid Hospital, University of Sousse, Medicine Faculty of Sousse, 4000, Sousse, Tunisia; International Medical Community (IMC), Via Nomentana, 403, Rome, Lazio 00162, Italy
| | - Ilfita Sahbudin
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | | | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK; NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust & Newcastle University, Newcastle upon Tyne, UK
| | - Jose Alexandre Mendonça
- Postgraduate Program in Health Sciences/Rheumatology/Ultrasonography Service, Pontifical Catholic University of Campinas, SP, Brazil
| | - Daniel J Wallace
- Cedars-Sinai Medical Center, Los Angeles, California, USA; University of California, David Geffen School of Medicine, Los Angeles, California, USA
| | - Beverley Shea
- Ottawa Hospital Research Institute, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada
| | - George Aw Bruyn
- Department of Rheumatology, Tergooi MC hospitals, Hilversum, the Netherlands
| | - Susan M Goodman
- Division of Rheumatology, Hospital for Special Surgery, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Benjamin A Fisher
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Chiara Baldini
- Rheumatology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - Karina D Torralba
- Division of Rheumatology, Department of Medicine, Loma Linda University School of Medicine, Loma Linda, California, USA; Division of Rheumatology, Department of Medicine, University of California Riverside School of Medicine, Riverside, California, USA
| | - Hendrika Bootsma
- Department Rheumatology and Clinical Immunology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Esen K Akpek
- Ocular Surface Disease Clinic, The Wilmer Eye Institute, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sezen Karakus
- Ocular Surface Disease Clinic, The Wilmer Eye Institute, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alan N Baer
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Soumya D Chakravarty
- Janssen Scientific Affairs, LLC, Horsham, PA, USA, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Lene Terslev
- Center for Rheumatology and Spine Diseases, Rigshospitalet, Glostrup, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, The University of Copenhagen, Copenhagen, Denmark
| | - Maria-Antonietta D'Agostino
- Rheumatology Department, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Xavier Mariette
- Department of Rheumatology, National Reference Center for Auto-immune Diseases, Sjogren's ERN Reconnect Center, Assistance Publique-Hôpitaux de Paris, Hôpital Bicêtre, Université Paris-Saclay, INSERM U1184, Le Kremlin Bicêtre, Paris, France
| | - Dana DiRenzo
- Rheumatology Department, University of Pennsylvania, Philadelphia, PA, USA
| | - Astrid Rasmussen
- Genes and Human Disease Program, Oklahoma Medical Research Foundation. Oklahoma City, OK, USA
| | - Athena Papas
- Tufts School of Dental Medicine Boston, Massachusetts, USA
| | - Cristina Montoya
- Registered Dietitian Active patient volunteer for the Sjogren's Society of Canada, Canada
| | - Suzanne Arends
- Department Rheumatology and Clinical Immunology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Md Yuzaiful Md Yusof
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, UK; NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, UK
| | - Ionut Pintilie
- Rheumatology Department, Connect Medical, Piatra Neamt, Romania
| | - Blake M Warner
- Salivary Disorders Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Vibeke Strand
- Division of Immunology/Rheumatology, Stanford University School of Medicine, Palo Alto, CA, USA
| | | | - Peter Tugwell
- Dept of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Nevsun Inanc
- Division of Rheumatology, Marmara University School of Medicine, Istanbul, Turkey
| | - José Luis Andreu
- Rheumatology Department, University Hospital Puerta de Hierro, Majadahonda, Spain
| | - Marie Wahren-Herlenius
- Division of Rheumatology, Department of Medicine, Karolinska Institute, Sweden; Broegelmann Research Laboratory, Department of Clinical Science, University of Bergen, Norway
| | | | - Caroline H Shiboski
- Department of Orafacial Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Anas Benyoussef
- Ophthalmology Department, centre hospitalier universitaire de Brest, 2, avenue Foch, 29609 Brest cedex, France
| | | | - Adrian Y S Lee
- Department of Clinical Immunology & Allergy, Westmead Hospital, Westmead, NSW, Australia
| | - Divi Cornec
- LBAI, UMR1227, Univ Brest, Inserm, CHU de Brest, Brest, France
| | - Simon Bowman
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK; Institute of Inflammation & Ageing, University of Birmingham, Birmingham, UK, Rheumatology Department, University Hospitals Birmingham, Birmingham, UK and Rheumatology Department, Milton Keynes University Hospital, Milton Keynes, UK
| | - Maureen Rischmueller
- The Queen Elizabeth Hospital, Woodville and University of Adelaide, Adelaide, Australia
| | - Sara S McCoy
- Department of Medicine, Division of Rheumatology, University of Wisconsin School of Medicine and Public Health, Madison, USA.
| | - Raphaele Seror
- Department of Rheumatology, National Reference Center for Auto-immune Diseases, Sjogren's ERN Reconnect Center, Assistance Publique-Hôpitaux de Paris, Hôpital Bicêtre, Université Paris-Saclay, INSERM U1184, Le Kremlin Bicêtre, Paris, France
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Nguyen Y, Nocturne G, Henry J, Ng WF, Belkhir R, Desmoulins F, Bergé E, Morel J, Perdriger A, Dernis E, Devauchelle-Pensec V, Sène D, Dieudé P, Couderc M, Fauchais AL, Larroche C, Vittecoq O, Salliot C, Hachulla E, Le Guern V, Gottenberg JE, Mariette X, Seror R. Identification of distinct subgroups of Sjögren's disease by cluster analysis based on clinical and biological manifestations: data from the cross-sectional Paris-Saclay and the prospective ASSESS cohorts. Lancet Rheumatol 2024; 6:e216-e225. [PMID: 38437852 PMCID: PMC10949202 DOI: 10.1016/s2665-9913(23)00340-5] [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] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 12/20/2023] [Accepted: 12/21/2023] [Indexed: 03/06/2024]
Abstract
BACKGROUND Sjögren's disease is a heterogenous autoimmune disease with a wide range of symptoms-including dryness, fatigue, and pain-in addition to systemic manifestations and an increased risk of lymphoma. We aimed to identify distinct subgroups of the disease, using cluster analysis based on subjective symptoms and clinical and biological manifestations, and to compare the prognoses of patients in these subgroups. METHODS This study included patients with Sjögren's disease from two independent cohorts in France: the cross-sectional Paris-Saclay cohort and the prospective Assessment of Systemic Signs and Evolution of Sjögren's Syndrome (ASSESS) cohort. We first used an unsupervised multiple correspondence analysis to identify clusters within the Paris-Saclay cohort using 26 variables comprising patient-reported symptoms and clinical and biological manifestations. Next, we validated these clusters using patients from the ASSESS cohort. Changes in disease activity (measured by the European Alliance of Associations for Rheumatology [EULAR] Sjögren's Syndrome Disease Activity Index [ESSDAI]), patient-acceptable symptom state (measured by the EULAR Sjögren's Syndrome Patient Reported Index [ESSPRI]), and lymphoma incidence during follow-up were compared between clusters. Finally, we compared our clusters with the symptom-based subgroups previously described by Tarn and colleagues. FINDINGS 534 patients from the Paris-Saclay cohort (502 [94%] women, 32 [6%] men, median age 54 years [IQR 43-64]), recruited between 1999 and 2022, and 395 patients from the ASSESS cohort (370 [94%] women, 25 [6%] men, median age 53 years [43-63]), recruited between 2006 and 2009, were included in this study. In both cohorts, hierarchical cluster analysis revealed three distinct subgroups of patients: those with B-cell active disease and low symptom burden (BALS), those with high systemic disease activity (HSA), and those with low systemic disease activity and high symptom burden (LSAHS). During follow-up in the ASSESS cohort, disease activity and symptom states worsened for patients in the BALS cluster (67 [36%] of 186 patients with ESSPRI score <5 at month 60 vs 92 [49%] of 186 at inclusion; p<0·0001). Lymphomas occurred in patients in the BALS cluster (five [3%] of 186 patients; diagnosed a median of 70 months [IQR 42-104] after inclusion) and the HSA cluster (six [4%] of 158 patients; diagnosed 23 months [13-83] after inclusion). All patients from the Paris-Saclay cohort with a history of lymphoma were in the BALS and HSA clusters. This unsupervised clustering classification based on symptoms and clinical and biological manifestations did not correlate with a previous classification based on symptoms only. INTERPRETATION On the basis of symptoms and clinical and biological manifestations, we identified three distinct subgroups of patients with Sjögren's disease with different prognoses. Our results suggest that these subgroups represent different heterogeneous pathophysiological disease mechanisms, stages of disease, or both. These findings could be of interest when stratifying patients in future therapeutic trials. FUNDING Fondation pour la Recherche Médicale, French Ministry of Health, French Society of Rheumatology, Innovative Medicines Initiative 2 Joint Undertaking, Medical Research Council UK, and Foundation for Research in Rheumatology.
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Affiliation(s)
- Yann Nguyen
- Department of Rheumatology, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Université Paris-Saclay, Paris, France; Center for Immunology of Viral Infections and Auto-immune Diseases (IMVA), Institut pour la Santé et la Recherche Médicale (INSERM) UMR 1184, Université Paris-Saclay, Paris, France
| | - Gaëtane Nocturne
- Department of Rheumatology, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Université Paris-Saclay, Paris, France; Center for Immunology of Viral Infections and Auto-immune Diseases (IMVA), Institut pour la Santé et la Recherche Médicale (INSERM) UMR 1184, Université Paris-Saclay, Paris, France
| | - Julien Henry
- Department of Rheumatology, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Université Paris-Saclay, Paris, France
| | - Wan-Fai Ng
- Faculty of Medical Sciences, Clinical and Translational Research Institute, Newcastle University, NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne NHS Hospitals Foundation Trust, Newcastle upon Tyne, UK
| | - Rakiba Belkhir
- Department of Rheumatology, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Université Paris-Saclay, Paris, France
| | - Frédéric Desmoulins
- Department of Rheumatology, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Université Paris-Saclay, Paris, France
| | - Elisabeth Bergé
- Department of Rheumatology, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Université Paris-Saclay, Paris, France
| | - Jacques Morel
- Rheumatology Department, CHU de Montpellier, PhyMedExp, Université de Montpellier, INSERM, CNRS, Montpellier, France
| | - Aleth Perdriger
- Rheumatology Department, CHU Rennes, Université Rennes, Rennes, France
| | - Emmanuelle Dernis
- Department of Rheumatology and Clinical Immunology, General Hospital, Le Mans, France
| | - Valérie Devauchelle-Pensec
- Department of Rheumatology, CHU de Brest, INSERM 1227, LBAI, Université de Bretagne Occidentale, Centre de Référence des Maladies Auto-Immunes Rares de l'Adulte, Brest, France
| | - Damien Sène
- Department of Internal Medicine, Hôpital Lariboisière, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Philippe Dieudé
- Department of Rheumatology, Hôpital Bichat-Claude Bernard, Assistance Publique - Hôpitaux de Paris, INSERM UMR1152, Paris-Cité University, Paris, France
| | - Marion Couderc
- Department of Rheumatology, CHU de Clermont-Ferrand, INSERM UMR 1240, Clermont Auvergne University, Clermont-Ferrand, France
| | - Anne-Laure Fauchais
- Department of Internal Medicine, University Hospital of Limoges, Limoges, France
| | - Claire Larroche
- Department of Internal Medicine, Assistance Publique - Hôpitaux de Paris, Hôpital Avicenne, Bobigny, France
| | - Olivier Vittecoq
- Department of Rheumatology, Rouen University Hospital, Rouen, France
| | - Carine Salliot
- Department of Rheumatology, Centre Hospitalier Universitaire d'Orléans, Orléans, France
| | - Eric Hachulla
- Department of Internal Medicine and Clinical Immunology, Hôpital Claude Huriez, University of Lille, Lille, France
| | - Véronique Le Guern
- National Referral Centre for Rare Autoimmune and Systemic Diseases, Department of Internal Medicine, Hôpital Cochin, Assistance Publique - Hôpitaux de Paris Centre, Université Paris Cité, Paris, France
| | - Jacques-Eric Gottenberg
- Rheumatology Department, EA 3432, Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, France
| | - Xavier Mariette
- Department of Rheumatology, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Université Paris-Saclay, Paris, France; Center for Immunology of Viral Infections and Auto-immune Diseases (IMVA), Institut pour la Santé et la Recherche Médicale (INSERM) UMR 1184, Université Paris-Saclay, Paris, France
| | - Raphaèle Seror
- Department of Rheumatology, Hôpital Bicêtre, Assistance Publique - Hôpitaux de Paris, Université Paris-Saclay, Paris, France; Center for Immunology of Viral Infections and Auto-immune Diseases (IMVA), Institut pour la Santé et la Recherche Médicale (INSERM) UMR 1184, Université Paris-Saclay, Paris, France.
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Berry J, Tarn J, Lendrem D, Casement J, Ng WF. What can patients tell us in Sjögren's syndrome? Rheumatol Immunol Res 2024; 5:34-41. [PMID: 38571930 PMCID: PMC10985711 DOI: 10.1515/rir-2024-0004] [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] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 10/04/2023] [Indexed: 04/05/2024]
Abstract
In Sjögren's Syndrome (SS), clinical heterogeneity and discordance between disease activity measures and patient experience are key obstacles to effective therapeutic development. Patient reported outcome measures (PROMs) are useful tools for understanding the unmet needs from the patients' perspective and therefore they are key for the development of patient centric healthcare systems. Initial concern about the subjectivity of PROMs has given way to methodological rigour and clear guidance for the development of PROMs. To date, several studies of patient stratification using PROMs have identified similar symptom-based subgroups. There is evidence to suggest that these subgroups may represent different disease endotypes with differing responses to therapeutic interventions. Stratified medicine approaches, alongside sensitive outcome measures, have the potential to improve our understanding of SS pathobiology and therapeutic development. The inclusion of PROMs is important for the success of such approaches. In this review we discuss the opportunities of using PROMs in understanding the pathogenesis of and therapeutic development for SS.
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Affiliation(s)
- Joe Berry
- Translational and Clinical Research Institute, Newcastle University, Newcastle uponTyne, UK
| | - Jessica Tarn
- Translational and Clinical Research Institute, Newcastle University, Newcastle uponTyne, UK
| | - Dennis Lendrem
- Translational and Clinical Research Institute, Newcastle University, Newcastle uponTyne, UK
| | - John Casement
- Translational and Clinical Research Institute, Newcastle University, Newcastle uponTyne, UK
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle uponTyne, UK
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre& NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle uponTyne, UK
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Berry JS, Tarn J, Casement J, Duret PM, Scott L, Wood K, Johnsen SJ, Nordmark G, Devauchelle-Pensec V, Seror R, Fisher B, Barone F, Bowman SJ, Bombardieri M, Lendrem D, Felten R, Gottenberg JE, Ng WF. Examining the biological pathways underlying clinical heterogeneity in Sjogren's syndrome: proteomic and network analysis. Ann Rheum Dis 2024; 83:88-95. [PMID: 37657927 DOI: 10.1136/ard-2023-224503] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/20/2023] [Indexed: 09/03/2023]
Abstract
OBJECTIVES Stratification approaches are vital to address clinical heterogeneity in Sjogren's syndrome (SS). We previously described that the Newcastle Sjogren's Stratification Tool (NSST) identified four distinct clinical subtypes of SS. We performed proteomic and network analysis to analyse the underlying pathobiology and highlight potential therapeutic targets for different SS subtypes. METHOD We profiled serum proteins using O-link technology of 180 SS subjects. We used 5 O-link proteomics panels which included a total of 454 unique proteins. Network reconstruction was performed using the ARACNE algorithm, with differential expression estimates overlaid on these networks to reveal the key subnetworks of differential expression. Furthermore, data from a phase III trial of tocilizumab in SS were reanalysed by stratifying patients at baseline using NSST. RESULTS Our analysis highlights differential expression of chemokines, cytokines and the major autoantigen TRIM21 between the SS subtypes. Furthermore, we observe differential expression of several transcription factors associated with energy metabolism and redox balance namely APE1/Ref-1, FOXO1, TIGAR and BACH1. The differentially expressed proteins were inter-related in our network analysis, supporting the concept that distinct molecular networks underlie the clinical subtypes of SS. Stratification of patients at baseline using NSST revealed improvement of fatigue score only in the subtype expressing the highest levels of serum IL-6. CONCLUSIONS Our data provide clues to the pathways contributing to the glandular and non-glandular manifestations of SS and to potential therapeutic targets for different SS subtypes. In addition, our analysis highlights the need for further exploration of altered metabolism and mitochondrial dysfunction in the context of SS subtypes.
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Affiliation(s)
- Joe Scott Berry
- Translational and Clinical Research Institute, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Jessica Tarn
- Translational and Clinical Research Institute, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - John Casement
- Bioinformatics Support Unit, Newcastle University, Newcastle upon Tyne, UK
| | | | - Lauren Scott
- Translational and Clinical Research Institute, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Karl Wood
- Translational and Clinical Research Institute, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Svein-Joar Johnsen
- Department of Rheumatology, Stavanger University Hospital, Stavanger, Norway
| | | | - Valérie Devauchelle-Pensec
- Lymphocytes B et auto-immunité, Inserm U1227, Brest university and La Cavale Blanche Hospital, Brest, France
| | - Raphaele Seror
- Centre for Immunology of Viral Infections and Autoimmune Diseases, Paris-Saclay University Faculty of Medicine, Le Kremlin-Bicetre, France
| | - Benjamin Fisher
- Institute of Inflammation and Ageing, University Hospitals Birmingham, Birmingham, UK
- Department of Rheumatology, National Institute for Health Research (NIHR), Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Fransesca Barone
- Institute of Inflammation and Ageing, University Hospitals Birmingham, Birmingham, UK
| | - Simon J Bowman
- Institute of Inflammation and Ageing, University Hospitals Birmingham, Birmingham, UK
| | - Michele Bombardieri
- Centre for Experimental Medicine and Rheumatology, Queen Mary University of London Faculty of Medicine and Dentistry, London, UK
| | - Dennis Lendrem
- Translational and Clinical Research Institute, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Renaud Felten
- Centre National de Référence des maladies auto-immunes et systémiques rares Est/Sud-Ouest (RESO), Hôpitaux universitaires de Strasbourg, Strasbourg, France
- Laboratoire d'Immunologie, Immunopathologie et Chimie Thérapeutique, Institut de Biologie Moléculaire et Cellulaire (IBMC), Strasbourg, France
| | - Jacques-Eric Gottenberg
- Centre National de Référence des maladies auto-immunes et systémiques rares Est/Sud-Ouest (RESO), Hôpitaux universitaires de Strasbourg, Strasbourg, France
- Laboratoire d'Immunologie, Immunopathologie et Chimie Thérapeutique, Institut de Biologie Moléculaire et Cellulaire (IBMC), Strasbourg, France
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
- National Institute for Health and Care Research (NIHR), Newcastle Biomedical Research Centre & NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
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Maetzler W, Correia Guedes L, Emmert KN, Kudelka J, Hildesheim HL, Paulides E, Connolly H, Davies K, Dilda V, Ahmaniemi T, Avedano L, Bouça-Machado R, Chambers M, Chatterjee M, Gallagher P, Graeber J, Maetzler C, Kaduszkiewicz H, Kennedy N, Macrae V, Carrasco Marin L, Moses A, Padovani A, Pilotto A, Ratcliffe N, Reilmann R, Rosario M, Schreiber S, De Sousa D, Van Gassen G, Warring LA, Seppi K, van der Woude CJ, Ferreira JJ, Ng WF. Fatigue-Related Changes of Daily Function: Most Promising Measures for the Digital Age. Digit Biomark 2024; 8:30-39. [PMID: 38510264 PMCID: PMC10954320 DOI: 10.1159/000536568] [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: 11/08/2023] [Accepted: 01/22/2024] [Indexed: 03/22/2024] Open
Abstract
Background Fatigue is a prominent symptom in many diseases and is strongly associated with impaired daily function. The measurement of daily function is currently almost always done with questionnaires, which are subjective and imprecise. With the recent advances of digital wearable technologies, novel approaches to evaluate daily function quantitatively and objectively in real-life conditions are increasingly possible. This also creates new possibilities to measure fatigue-related changes of daily function using such technologies. Summary This review examines which digitally assessable parameters in immune-mediated inflammatory and neurodegenerative diseases may have the greatest potential to reflect fatigue-related changes of daily function. Key Messages Results of a standardized analysis of the literature reporting about perception-, capacity-, and performance-evaluating assessment tools indicate that changes of the following parameters: physical activity, independence of daily living, social participation, working life, mental status, cognitive and aerobic capacity, and supervised and unsupervised mobility performance have the highest potential to reflect fatigue-related changes of daily function. These parameters thus hold the greatest potential for quantitatively measuring fatigue in representative diseases in real-life conditions, e.g., with digital wearable technologies. Furthermore, to the best of our knowledge, this is a new approach to analysing evidence for the design of performance-based digital assessment protocols in human research, which may stimulate further systematic research in this area.
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Affiliation(s)
- Walter Maetzler
- Department of Neurology, University Medical Centre Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | - Leonor Correia Guedes
- Instituto de Medicina Molecular João Lobo Antunes and Centro de Estudos Egas Moniz, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | - Kirsten Nele Emmert
- Department of Neurology, University Medical Centre Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | - Jennifer Kudelka
- Department of Neurology, University Medical Centre Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | - Hanna Luise Hildesheim
- Department of Neurology, University Medical Centre Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | - Emma Paulides
- Department of Gastroenterology and Hepatology, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Hayley Connolly
- School of Allied Health, Faculty of Education and Health Sciences and Health Research Institute, University of Limerick, Limerick, Ireland
| | - Kristen Davies
- Translational and Clinical Research Institute, Newcastle University and NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK
| | | | | | - Luisa Avedano
- European Federation of Crohn’s and Ulcerative Colitis, Brussels, Belgium
| | - Raquel Bouça-Machado
- Instituto de Medicina Molecular João Lobo Antunes and Centro de Estudos Egas Moniz, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | | | | | - Peter Gallagher
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Johanna Graeber
- Institute of General Medicine, University Medical Centre Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Corina Maetzler
- Department of Neurology, University Medical Centre Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | - Hanna Kaduszkiewicz
- Institute of General Medicine, University Medical Centre Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Norelee Kennedy
- School of Allied Health, Faculty of Education and Health Sciences and Health Research Institute, University of Limerick, Limerick, Ireland
| | - Victoria Macrae
- Translational and Clinical Research Institute, Newcastle University and NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK
| | | | - Anusha Moses
- School of Allied Health, Faculty of Education and Health Sciences and Health Research Institute, University of Limerick, Limerick, Ireland
- University of Twente, Department of Medical Cell Biophysics, TechMed Centre, Enschede, The Netherlands
| | - Alessandro Padovani
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Andrea Pilotto
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | | | - Ralf Reilmann
- George-Huntington-Institute, R&D-Campus/Technology-Park Münster, Münster, Germany
- Institute of Clinical Radiology, University of Münster, Münster, Germany
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Madalena Rosario
- Instituto de Medicina Molecular João Lobo Antunes and Centro de Estudos Egas Moniz, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | - Stefan Schreiber
- Department of Internal Medicine I, University Medical Centre Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Dina De Sousa
- European Huntington’s Association, Moerbeke, Belgium
| | | | | | - Klaus Seppi
- Department of Neurology, Medical University Innsbruck, Innsbruck, Austria
| | - C. Janneke van der Woude
- Department of Gastroenterology and Hepatology, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Joaquim J. Ferreira
- Instituto de Medicina Molecular João Lobo Antunes and Centro de Estudos Egas Moniz, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University and NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK
| | - on behalf of the IDEA-FAST project consortium
- Department of Neurology, University Medical Centre Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
- Instituto de Medicina Molecular João Lobo Antunes and Centro de Estudos Egas Moniz, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
- Department of Gastroenterology and Hepatology, Erasmus University Medical Centre, Rotterdam, The Netherlands
- School of Allied Health, Faculty of Education and Health Sciences and Health Research Institute, University of Limerick, Limerick, Ireland
- Translational and Clinical Research Institute, Newcastle University and NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK
- CHDI Management, CHDI Foundation, Princeton, NJ, USA
- Teknologian tutkimuskeskus VTT Oy, Espoo, Finland
- European Federation of Crohn’s and Ulcerative Colitis, Brussels, Belgium
- MC Healthcare Evaluation, London, UK
- Janssen Research and Development, Cambridge, MA, USA
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Institute of General Medicine, University Medical Centre Schleswig-Holstein, Kiel University, Kiel, Germany
- Asociación Parkinson Madrid, Madrid, Spain
- University of Twente, Department of Medical Cell Biophysics, TechMed Centre, Enschede, The Netherlands
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
- Parkinson’s UK, London, UK
- George-Huntington-Institute, R&D-Campus/Technology-Park Münster, Münster, Germany
- Institute of Clinical Radiology, University of Münster, Münster, Germany
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- Department of Internal Medicine I, University Medical Centre Schleswig-Holstein, Kiel University, Kiel, Germany
- European Huntington’s Association, Moerbeke, Belgium
- Medical Department, Takeda, Brussels, Belgium
- Janssen LLC, GCSO Immunology, Horsham, PA, USA
- Department of Neurology, Medical University Innsbruck, Innsbruck, Austria
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7
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Flores-Chávez A, Brito-Zerón P, Ng WF, Szántó A, Rasmussen A, Priori R, Baldini C, Armagan B, Özkiziltaş B, Praprotnik S, Suzuki Y, Quartuccio L, Hernández-Molina G, Inanc N, Bartoloni E, Rischmueller M, Reis-de Oliveira F, Fernandes Moça Trevisani V, Jurcut C, Nordmark G, Carubbi F, Hofauer B, Valim V, Pasoto SG, Retamozo S, Atzeni F, Fonseca-Aizpuru E, López-Dupla M, Giacomelli R, Nakamura H, Akasbi M, Thompson K, Fanny Horváth I, Farris AD, Simoncelli E, Bombardieri S, Kilic L, Tufan A, Perdan Pirkmajer K, Fujisawa Y, De Vita S, Abacar K, Ramos-Casals M. Influence of exposure to climate-related hazards in the phenotypic expression of primary Sjögren's syndrome. Clin Exp Rheumatol 2023; 41:2437-2447. [PMID: 38019164 DOI: 10.55563/clinexprheumatol/pmbay6] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 10/24/2023] [Indexed: 11/30/2023]
Abstract
OBJECTIVES To analyse how the key components at the time of diagnosis of the Sjögren's phenotype (epidemiological profile, sicca symptoms, and systemic disease) can be influenced by the potential exposure to climate-related natural hazards. METHODS For the present study, the following variables were selected for harmonisation and refinement: age, sex, country, fulfilment of 2002/2016 criteria items, dry eyes, dry mouth, and overall ESSDAI score. Climate-related hazards per country were defined according to the OECD and included seven climate-related hazard types: extreme temperature, extreme precipitation, drought, wildfire, wind threats, river flooding, and coastal flooding. Climatic variables were defined as dichotomous variables according to whether each country is ranked among the ten countries with the most significant exposure. RESULTS After applying data-cleaning techniques and excluding people from countries not included in the OECD climate rankings, the database study analysed 16,042 patients from 23 countries. The disease was diagnosed between 1 and 3 years earlier in people living in countries included among the top 10 worst exposed to extreme precipitation, wildfire, wind threats, river flooding, and coastal flooding. A lower frequency of dry eyes was observed in people living in countries exposed to wind threats, river flooding, and coastal flooding, with a level of statistical association being classified as strong (p<0.0001 for the three variables). The frequency of dry mouth was significantly lower in people living in countries exposed to river flooding (p<0.0001) and coastal flooding (p<0.0001). People living in countries included in the worse climate scenarios for extreme temperature (p<0.0001) and river flooding (p<0.0001) showed a higher mean ESSDAI score in comparison with people living in no-risk countries. In contrast, those living in countries exposed to worse climate scenarios for wind threats (p<0.0001) and coastal flooding (p<0.0001) showed a lower mean ESSDAI score in comparison with people living in no-risk countries. CONCLUSIONS Local exposure to extreme climate-related hazards plays a role in modulating the presentation of Sjögren across countries concerning the age at which the disease is diagnosed, the frequency of dryness, and the degree of systemic activity.
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Affiliation(s)
| | - Pilar Brito-Zerón
- Autoimmune Diseases Unit, Research and Innovation Group in Autoimmune Diseases, Sanitas Digital Hospital, Hospital-CIMA-Centre Mèdic Milenium Balmes Sanitas, Barcelona, Spain
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, and NIHR Biomedical Research Centre & NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Antónia Szántó
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Hungary
| | - Astrid Rasmussen
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Roberta Priori
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, and Saint Camillus International University of Health Science, UniCamillus, Rome, Italy
| | | | - Berkan Armagan
- Division of Rheumatology, Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Burcugül Özkiziltaş
- Department of Internal Medicine, Division of Rheumatology, Gazi University School of Medicine, Ankara, Turkey
| | - Sonja Praprotnik
- Department of Rheumatology, University Medical Centre, Ljubljana, Slovenia
| | - Yasunori Suzuki
- Division of Rheumatology, Kanazawa University Hospital, Kanazawa, Ishikawa, Japan
| | - Luca Quartuccio
- Division of Rheumatology, University of Udine, Department of Medicine, University Hospital Santa Maria della Misericordia, Udine, Italy
| | - Gabriela Hernández-Molina
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
| | - Nevsun Inanc
- Marmara University, School of Medicine, Istanbul, Turkey
| | - Elena Bartoloni
- Rheumatology Unit, Department of Medicine, University of Perugia, Italy
| | - Maureen Rischmueller
- Department of Rheumatology, The Queen Elizabeth Hospital, Discipline of Medicine, University of Adelaide, South Australia, Australia
| | | | | | - Ciprian Jurcut
- Department of Internal Medicine, Carol Davila Central Military Emergency Hospital, Bucharest, Romania
| | - Gunnel Nordmark
- Rheumatology, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Francesco Carubbi
- Internal Medicine and Nephrology Unit, Department of Medicine, ASL Avezzano-Sulmona-L'Aquila, San Salvatore Hospital, L'Aquila, Italy
| | - Benedikt Hofauer
- Otorhinolaryngology, Head and Neck Surgery, Technical University Munich, Germany
| | - Valeria Valim
- University Hospital Cassiano Antonio Moraes (Hucam-Ufes/Ebserh), Federal University of Espírito Santo, Brazil
| | - Sandra G Pasoto
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina da Universidade de São Paulo, Brazil
| | - Soledad Retamozo
- Department of Rheumatology, Hospital Quirón Salud, Barcelona, Spain
| | | | | | | | - Roberto Giacomelli
- Fondazione Policlinico Universitario Campus Bio-Medico, Roma, and Research Unit of Immuno-Rheumatology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Italy
| | - Hideki Nakamura
- Division of Haematology and Rheumatology, Department of Medicine, Nihon University School of Medicine, Oyaguchi Kami-cho, Itabashi-ku, Tokyo, Japan
| | - Miriam Akasbi
- Department of Internal Medicine, Hospital Infanta Leonor, Madrid, Spain
| | - Kyle Thompson
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, and NIHR Biomedical Research Centre & NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Ildiko Fanny Horváth
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Hungary
| | - A Darise Farris
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Edoardo Simoncelli
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, and Saint Camillus International University of Health Science, UniCamillus, Rome, Italy
| | | | - Levent Kilic
- Division of Rheumatology, Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Abdurrahman Tufan
- Department of Internal Medicine, Division of Rheumatology, Gazi University School of Medicine, Ankara, Turkey
| | - Katja Perdan Pirkmajer
- Department of Rheumatology, University Medical Centre, Ljubljana, and Department of Internal Medicine, Faculty of Medicine, University of Ljubljana, Slovenia
| | - Yuhei Fujisawa
- Division of Rheumatology, Kanazawa University Hospital, Kanazawa, Ishikawa, Japan
| | - Salvatore De Vita
- Division of Rheumatology, University of Udine, Department of Medicine, University Hospital Santa Maria della Misericordia, Udine, Italy
| | - Kerem Abacar
- Marmara University, School of Medicine, Istanbul, Turkey
| | - Manuel Ramos-Casals
- Department of Autoimmune Diseases, ICMiD, Hospital Clínic, Barcelona, and Department of Medicine, University of Barcelona, Spain.
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8
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Brito-Zerón P, Flores-Chávez A, Ng WF, Fanny Horváth I, Rasmussen A, Priori R, Baldini C, Armagan B, Özkiziltaş B, Praprotnik S, Suzuki Y, Quartuccio L, Hernandez-Molina G, Abacar K, Bartoloni E, Rischmueller M, Reis-de Oliveira F, Fernandes Moça Trevisani V, Jurcut C, Fugmann C, Carubbi F, Hofauer B, Valim V, Pasoto SG, Retamozo S, Atzeni F, Fonseca-Aizpuru E, López-Dupla M, Giacomelli R, Nakamura H, Akasbi M, Thompson K, Szántó A, Farris AD, Villa M, Bombardieri S, Kilic L, Tufan A, Perdan Pirkmajer K, Fujisawa Y, de Vita S, Inanc N, Ramos-Casals M. Exposure to air pollution as an environmental determinant of how Sjögren's disease is expressed at diagnosis. Clin Exp Rheumatol 2023; 41:2448-2457. [PMID: 38019154 DOI: 10.55563/clinexprheumatol/p1r1j4] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 11/03/2023] [Indexed: 11/30/2023]
Abstract
OBJECTIVES To analyse how the potential exposure to air pollutants can influence the key components at the time of diagnosis of Sjögren's phenotype (epidemiological profile, sicca symptoms, and systemic disease). METHODS For the present study, the following variables were selected for harmonization and refinement: age, sex, country, fulfilment of 2002/2016 criteria items, dry eyes, dry mouth, and overall ESSDAI score. Air pollution indexes per country were defined according to the OECD (1990-2021), including emission data of nitrogen and sulphur oxides (NO/SO), particulate matter (PM2.5 and 1.0), carbon monoxide (CO) and volatile organic compounds (VOC) calculated per unit of GDP, Kg per 1000 USD. RESULTS The results of the chi-square tests of independence for each air pollutant with the frequency of dry eyes at diagnosis showed that, except for one, all variables exhibited p-values <0.0001. The most pronounced disparities emerged in the dry eye prevalence among individuals inhabiting countries with the highest NO/SO exposure, a surge of 4.61 percentage points compared to other countries, followed by CO (3.59 points), non-methane (3.32 points), PM2.5 (3.30 points), and PM1.0 (1.60 points) exposures. Concerning dry mouth, individuals residing in countries with worse NO/SO exposures exhibited a heightened frequency of dry mouth by 2.05 percentage points (p<0.0001), followed by non-methane exposure (1.21 percentage points increase, p=0.007). Individuals inhabiting countries with the worst NO/SO, CO, and PM2.5 pollution levels had a higher mean global ESSDAI score than those in lower-risk nations (all p-values <0.0001). When systemic disease was stratified according to DAS into low, moderate, and high systemic activity levels, a heightened proportion of individuals manifesting moderate/severe systemic activity was observed in countries with worse exposures to NO/SO, CO, and PM2.5 pollutant levels. CONCLUSIONS For the first time, we suggest that pollution levels could influence how SjD appears at diagnosis in a large international cohort of patients. The most notable relationships were found between symptoms (dryness and general body symptoms) and NO/SO, CO, and PM2.5 levels.
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Affiliation(s)
- Pilar Brito-Zerón
- Autoimmune Diseases Unit, Research and Innovation Group in Autoimmune Diseases, Sanitas Digital Hospital, Hospital-CIMA-Centre Mèdic Milenium Balmes Sanitas, Barcelona, Spain
| | | | - Wan-Fai Ng
- Newcastle NIHR Biomedical Research Centre, The United Kingdom Primary Sjögren's Syndrome Registry, Newcastle upon Tyne, UK
| | - Ildiko Fanny Horváth
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Hungary
| | - Astrid Rasmussen
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Roberta Priori
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, and Saint Camillus International University of Health Science, UniCamillus, Rome, Italy
| | | | - Berkan Armagan
- Division of Rheumatology, Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Burcugül Özkiziltaş
- Department of Internal Medicine, Division of Rheumatology, Gazi University School of Medicine, Ankara, Turkey
| | - Sonja Praprotnik
- Department of Rheumatology, University Medical Centre, Ljubljana, Slovenia
| | - Yasuori Suzuki
- Division of Rheumatology, Kanazawa University Hospital, Kanazawa, Ishikawa, Japan
| | - Luca Quartuccio
- Division of Rheumatology, Department of Medicine, University of Udine, University Hospital Santa Maria della Misericordia, Udine, Italy
| | - Gabriela Hernandez-Molina
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
| | - Kerem Abacar
- Marmara University, School of Medicine, Istanbul, Turkey
| | - Elena Bartoloni
- Rheumatology Unit, Department of Medicine, University of Perugia, Italy
| | - Maureen Rischmueller
- Department of Rheumatology, The Queen Elizabeth Hospital, Discipline of Medicine, University of Adelaide, South Australia, Australia
| | | | | | - Ciprian Jurcut
- Department of Internal Medicine, Carol Davila Central Military Emergency Hospital, Bucharest, Romania
| | - Cecilia Fugmann
- Rheumatology, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Francesco Carubbi
- Internal Medicine and Nephrology Unit, Department of Medicine, ASL Avezzano-Sulmona-L'Aquila, San Salvatore Hospital, L'Aquila, Italy
| | - Benedikt Hofauer
- Otorhinolaryngology, Head and Neck Surgery, Medical University Innsbruck, Austria
| | | | - Sandra G Pasoto
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina da Universidade de São Paulo, Brazil
| | - Soledad Retamozo
- Department of Rheumatology, Hospital Quirón Salud, Barcelona, Spain
| | - Fabiola Atzeni
- IRCCS Galeazzi Orthopedic Institute, Milan, and Rheumatology Unit, University of Messina, Italy
| | | | | | - Roberto Giacomelli
- Clinical Unit of Rheumatology and Clinical Immunology, University of Rome Campus Biomedico, Rome, Italy
| | - Hideki Nakamura
- Division of Haematology and Rheumatology, Department of Medicine, Nihon University School of Medicine, Oyaguchi Kami-cho, Itabashi-ku, Tokyo, Japan
| | - Miriam Akasbi
- Department of Internal Medicine, Hospital Infanta Leonor, Madrid, Spain
| | - Kyle Thompson
- Newcastle NIHR Biomedical Research Centre, The United Kingdom Primary Sjögren's Syndrome Registry, Newcastle upon Tyne, UK
| | - Antónia Szántó
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Hungary
| | - A Darise Farris
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Martina Villa
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, and Saint Camillus International University of Health Science, UniCamillus, Rome, Italy
| | | | - Levent Kilic
- Division of Rheumatology, Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Abdurrahman Tufan
- Department of Internal Medicine, Division of Rheumatology, Gazi University School of Medicine, Ankara, Turkey
| | - Katja Perdan Pirkmajer
- Department of Rheumatology, University Medical Centre, Ljubljana, and Department of Internal Medicine, Faculty of Medicine, University of Ljubljana, Slovenia
| | - Yuhei Fujisawa
- Division of Rheumatology, Kanazawa University Hospital, Kanazawa, Ishikawa, Japan
| | - Salvatore de Vita
- Division of Rheumatology, Department of Medicine, University of Udine, University Hospital Santa Maria della Misericordia, Udine, Italy
| | - Nevsun Inanc
- Marmara University, School of Medicine, Istanbul, Turkey
| | - Manuel Ramos-Casals
- Department of Autoimmune Diseases, ICMiD, Hospital Clínic, Barcelona, and Department of Medicine, University of Barcelona, Spain.
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9
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Long S, Vila J, Meikle D, Ng WF, Svec A, Televantou D, Wood KM, Bacon CM, Bomken S. Extranodal marginal zone lymphoma as the presenting feature of paediatric Sjögren syndrome. Pediatr Blood Cancer 2023; 70:e30476. [PMID: 37269481 DOI: 10.1002/pbc.30476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 05/19/2023] [Indexed: 06/05/2023]
Affiliation(s)
- Sarah Long
- Department of Paediatric Haematology and Oncology, The Great North Children's Hospital, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Josephine Vila
- Department of Rheumatology, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - David Meikle
- Ear, Nose and Throat Service, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Wan-Fai Ng
- Department of Rheumatology, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Alexandr Svec
- Department of Cellular Pathology, South Tees Hospitals NHS Foundation Trust, Middlesbrough, UK
| | - Despina Televantou
- Department of Cellular Pathology, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Katrina M Wood
- Department of Cellular Pathology, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Chris M Bacon
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Department of Cellular Pathology, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Simon Bomken
- Department of Paediatric Haematology and Oncology, The Great North Children's Hospital, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
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10
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Lau SHY, Chan EYH, Yuen LYP, Ng WF, Ma ALT. Novel compound heterozygous mutation of the diacylglycerol kinase epsilon gene and membranoproliferative glomerulonephritis: a case report. Hong Kong Med J 2023; 29:351-354. [PMID: 37433757 DOI: 10.12809/hkmj219939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2023] Open
Affiliation(s)
- S H Y Lau
- Department of Paediatrics, Prince of Wales Hospital, Hong Kong SAR, China
| | - E Y H Chan
- Paediatric Nephrology Centre, Department of Paediatrics, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - L Y P Yuen
- Department of Pathology, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - W F Ng
- Department of Pathology, Hong Kong Children's Hospital, Hong Kong SAR, China
| | - A L T Ma
- Paediatric Nephrology Centre, Department of Paediatrics, Hong Kong Children's Hospital, Hong Kong SAR, China
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11
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Hinchliffe C, Rehman RZU, Branco D, Jackson D, Ahmaniemi T, Guerreiro T, Chatterjee M, Manyakov NV, Pandis I, Davies K, Macrae V, Aufenberg S, Paulides E, Hildesheim H, Kudelka J, Emmert K, Van Gassen G, Rochester L, van der Woude CJ, Reilmann R, Maetzler W, Ng WF, Del Din S. Identification of Fatigue and Sleepiness in Immune and Neurodegenerative Disorders from Measures of Real-World Gait Variability. Annu Int Conf IEEE Eng Med Biol Soc 2023; 2023:1-4. [PMID: 38083383 DOI: 10.1109/embc40787.2023.10339956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Current assessments of fatigue and sleepiness rely on patient reported outcomes (PROs), which are subjective and prone to recall bias. The current study investigated the use of gait variability in the "real world" to identify patient fatigue and daytime sleepiness. Inertial measurement units were worn on the lower backs of 159 participants (117 with six different immune and neurodegenerative disorders and 42 healthy controls) for up to 20 days, whom completed regular PROs. To address walking bouts that were short and sparse, four feature groups were considered: sequence-independent variability (SIV), sequence-dependant variability (SDV), padded SDV (PSDV), and typical gait variability (TGV) measures. These gait variability measures were extracted from step, stride, stance, and swing time, step length, and step velocity. These different approaches were compared using correlations and four machine learning classifiers to separate low/high fatigue and sleepiness.Most balanced accuracies were above 50%, the highest was 57.04% from TGV measures. The strongest correlation was 0.262 from an SDV feature against sleepiness. Overall, TGV measures had lower correlations and classification accuracies.Identifying fatigue or sleepiness from gait variability is extremely complex and requires more investigation with a larger data set, but these measures have shown performances that could contribute to a larger feature set.Clinical relevance- Gait variability has been repeatedly used to assess fatigue in the lab. The current study, however, explores gait variability for fatigue and daytime sleepiness in real-world scenarios with multiple gait-impacted disorders.
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12
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Brem AK, Kuruppu S, de Boer C, Muurling M, Diaz-Ponce A, Gove D, Curcic J, Pilotto A, Ng WF, Cummins N, Malzbender K, Nies VJM, Erdemli G, Graeber J, Narayan VA, Rochester L, Maetzler W, Aarsland D. Digital endpoints in clinical trials of Alzheimer's disease and other neurodegenerative diseases: challenges and opportunities. Front Neurol 2023; 14:1210974. [PMID: 37435159 PMCID: PMC10332162 DOI: 10.3389/fneur.2023.1210974] [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: 04/23/2023] [Accepted: 05/26/2023] [Indexed: 07/13/2023] Open
Abstract
Alzheimer's disease (AD) and other neurodegenerative diseases such as Parkinson's disease (PD) and Huntington's disease (HD) are associated with progressive cognitive, motor, affective and consequently functional decline considerably affecting Activities of Daily Living (ADL) and quality of life. Standard assessments, such as questionnaires and interviews, cognitive testing, and mobility assessments, lack sensitivity, especially in early stages of neurodegenerative diseases and in the disease progression, and have therefore a limited utility as outcome measurements in clinical trials. Major advances in the last decade in digital technologies have opened a window of opportunity to introduce digital endpoints into clinical trials that can reform the assessment and tracking of neurodegenerative symptoms. The Innovative Health Initiative (IMI)-funded projects RADAR-AD (Remote assessment of disease and relapse-Alzheimer's disease), IDEA-FAST (Identifying digital endpoints to assess fatigue, sleep and ADL in neurodegenerative disorders and immune-mediated inflammatory diseases) and Mobilise-D (Connecting digital mobility assessment to clinical outcomes for regulatory and clinical endorsement) aim to identify digital endpoints relevant for neurodegenerative diseases that provide reliable, objective, and sensitive evaluation of disability and health-related quality of life. In this article, we will draw from the findings and experiences of the different IMI projects in discussing (1) the value of remote technologies to assess neurodegenerative diseases; (2) feasibility, acceptability and usability of digital assessments; (3) challenges related to the use of digital tools; (4) public involvement and the implementation of patient advisory boards; (5) regulatory learnings; and (6) the significance of inter-project exchange and data- and algorithm-sharing.
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Affiliation(s)
- Anna-Katharine Brem
- Department of Old Age Psychiatry, King’s College London, Institute of Psychiatry, Psychology and Neuroscience, London, United Kingdom
- University Hospital of Old Age Psychiatry, University of Bern, Bern, Switzerland
| | - Sajini Kuruppu
- Department of Old Age Psychiatry, King’s College London, Institute of Psychiatry, Psychology and Neuroscience, London, United Kingdom
| | - Casper de Boer
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
| | - Marijn Muurling
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
| | | | | | - Jelena Curcic
- Novartis Institutes for Biomedical Research (NIBR), Basel, Switzerland
| | - Andrea Pilotto
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
- Laboratory of Digital Neurology and Biosensors, University of Brescia, Brescia, Italy
- Neurology Unit, Department of Continuity of Care and Frailty, ASST Spedali Civili Brescia Hospital, Brescia, Italy
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- NIHR Newcastle Biomedical Research Centre and Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Nicholas Cummins
- Department of Biostats and Health Informatics, King’s College London, Institute of Psychiatry, Psychology and Neuroscience, London, United Kingdom
| | | | | | - Gul Erdemli
- Novartis Pharmaceuticals Corporations, Cambridge, MA, United States
| | - Johanna Graeber
- Institute of General Practice, University Medical Center Schleswig-Holstein, Kiel University, Kiel, Germany
| | | | - Lynn Rochester
- Faculty of Medical Sciences, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University and The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Walter Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein and Kiel University, Kiel, Germany
| | - Dag Aarsland
- Department of Old Age Psychiatry, King’s College London, Institute of Psychiatry, Psychology and Neuroscience, London, United Kingdom
- Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway
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13
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Costa T, Rushton SP, Watson S, Ng WF. Depression in Sjögren's syndrome mediates the relationship between pain, fatigue, sleepiness, and overall quality of life. Rheumatol Immunol Res 2023; 4:78-89. [PMID: 37818348 PMCID: PMC10561071 DOI: 10.2478/rir-2023-0012] [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] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 05/28/2023] [Indexed: 10/12/2023]
Abstract
Objectives Sjögren's syndrome (SS) includes many extra-glandular symptoms such as fatigue, pain, sleepiness and depression, which impact on quality of life (QoL). These symptoms also influence each other and could be linked by autonomic nervous system (ANS) dysregulation. Our aim was to model the role of putative predictive variables, including depression in the relationships between ANS function, fatigue, and QoL in SS. Methods Cross-sectional analysis of self-reported data from the multicentre UK primary SS registry. The Composite Autonomic Symptom Scale (COMPASS) was used to assess autonomic function, the Hospital Anxiety and Depression Scale (HADS) to assess anxiety and depression and the EuroQol-5 Dimension (EQ-5D) to assess QoL. Validated scales were used for other clinical variables. Using multiple regression analysis and structural equation modelling (SEM), we investigated how the QoL of people with SS is impacted by the direct and indirect effects of fatigue, sleepiness, depression, symptom burden and ANS function, and their interactions. Results Data was obtained for 1046 people with SS, 56% COMPASS completers. Symptoms of ANS dysregulation were common. Participants with ANS dysregulation had more severe depression, anxiety, dryness, fatigue, pain, sleepiness and QoL (P < 0.01 for all). Depression, anxiety, dryness, and pain were independent predictors of ANS function in the multiple regression model (P < 0.05 for all). ANS function could not be included in the SEM. The SEM model had good fit to the data (comparative fit index = 0.998) and showed that, in people with SS, depression mediates the effects of pain, fatigue and sleepiness on QoL. Conclusion Our results show that diagnosing and treating depression in people with SS could have direct positive impact on QoL, and significantly ameliorate the impact of fatigue and pain.
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Affiliation(s)
- Tiago Costa
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
- Northern Centre for Mood Disorders, Wolfson Research Centre, Campus for Ageing and Vitality, Newcastle University, Newcastle upon Tyne, NE4 5PL, UK
- Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, St. Nicholas Hospital, Jubilee Road, Gosforth, Newcastle upon Tyne, NE3 3XT, UK
| | - Stephen P Rushton
- School of Natural and Environmental Science, Agriculture Building, Newcastle University, King’s Road, Newcastle upon Tyne, NE1 7RU, UK
| | - Stuart Watson
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
- Northern Centre for Mood Disorders, Wolfson Research Centre, Campus for Ageing and Vitality, Newcastle University, Newcastle upon Tyne, NE4 5PL, UK
- Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, St. Nicholas Hospital, Jubilee Road, Gosforth, Newcastle upon Tyne, NE3 3XT, UK
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre, Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, NE4 5PL, UK
- NIHR Newcastle Clinical Research Facility, Level 6, Leazes Wing, Royal Victoria Infirmary, Newcastle upon Tyne Hospitals NHS Foundation Trust, Queen Victoria Road, Newcastle upon Tyne, NE1 4LP, UK
| | - On behalf of the UK primary Sjögren's Syndrome Registry
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
- Northern Centre for Mood Disorders, Wolfson Research Centre, Campus for Ageing and Vitality, Newcastle University, Newcastle upon Tyne, NE4 5PL, UK
- Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, St. Nicholas Hospital, Jubilee Road, Gosforth, Newcastle upon Tyne, NE3 3XT, UK
- School of Natural and Environmental Science, Agriculture Building, Newcastle University, King’s Road, Newcastle upon Tyne, NE1 7RU, UK
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre, Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, NE4 5PL, UK
- NIHR Newcastle Clinical Research Facility, Level 6, Leazes Wing, Royal Victoria Infirmary, Newcastle upon Tyne Hospitals NHS Foundation Trust, Queen Victoria Road, Newcastle upon Tyne, NE1 4LP, UK
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14
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Costa T, Bagnall A, Murray S, Bailey K, MacGowan G, Ng WF, McKinnon I, Watson S, McAllister-Williams RH. Role of autonomic dysregulation in quality of life and functional impairment in implantable cardioverter defibrillator patients. J Psychosom Res 2023; 171:111390. [PMID: 37270908 DOI: 10.1016/j.jpsychores.2023.111390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 05/26/2023] [Accepted: 05/27/2023] [Indexed: 06/06/2023]
Affiliation(s)
- Tiago Costa
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom; Northern Centre for Mood Disorders, Wolfson Research Centre, Newcastle University, Newcastle upon Tyne NE4 5PL, United Kingdom; Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, St. Nicholas Hospital, Jubilee Road, Gosforth, Newcastle upon Tyne NE3 3XT, United Kingdom.
| | - Alan Bagnall
- Newcastle Cardiovascular Trials and Research, Newcastle upon Tyne Hospitals NHS Foundation Trust, Cardiovascular Research, Room 122F, Education Centre, Freeman Hospital, Newcastle upon Tyne NE7 7DN, United Kingdom; Department of Cardiology, Freeman Hospital, Newcastle upon Tyne NE7 7DN, United Kingdom; Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Catherine Cookson Building, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Stephen Murray
- Newcastle Cardiovascular Trials and Research, Newcastle upon Tyne Hospitals NHS Foundation Trust, Cardiovascular Research, Room 122F, Education Centre, Freeman Hospital, Newcastle upon Tyne NE7 7DN, United Kingdom; Department of Cardiology, Freeman Hospital, Newcastle upon Tyne NE7 7DN, United Kingdom
| | - Kristian Bailey
- Newcastle Cardiovascular Trials and Research, Newcastle upon Tyne Hospitals NHS Foundation Trust, Cardiovascular Research, Room 122F, Education Centre, Freeman Hospital, Newcastle upon Tyne NE7 7DN, United Kingdom; Department of Cardiology, Freeman Hospital, Newcastle upon Tyne NE7 7DN, United Kingdom
| | - Guy MacGowan
- Newcastle Cardiovascular Trials and Research, Newcastle upon Tyne Hospitals NHS Foundation Trust, Cardiovascular Research, Room 122F, Education Centre, Freeman Hospital, Newcastle upon Tyne NE7 7DN, United Kingdom; Department of Cardiology, Freeman Hospital, Newcastle upon Tyne NE7 7DN, United Kingdom; Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Catherine Cookson Building, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom; Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Catherine Cookson Building, Newcastle upon Tyne NE2 4HH, United Kingdom; NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Campus for Ageing and Vitality, Westgate Road, Newcastle upon Tyne NE4 5PL, United Kingdom
| | - Iain McKinnon
- Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, St. Nicholas Hospital, Jubilee Road, Gosforth, Newcastle upon Tyne NE3 3XT, United Kingdom; Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Baddiley-Clark Building, Newcastle upon Tyne NE2 4AX, United Kingdom
| | - Stuart Watson
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom; Northern Centre for Mood Disorders, Wolfson Research Centre, Newcastle University, Newcastle upon Tyne NE4 5PL, United Kingdom; Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, St. Nicholas Hospital, Jubilee Road, Gosforth, Newcastle upon Tyne NE3 3XT, United Kingdom
| | - R Hamish McAllister-Williams
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom; Northern Centre for Mood Disorders, Wolfson Research Centre, Newcastle University, Newcastle upon Tyne NE4 5PL, United Kingdom; Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, St. Nicholas Hospital, Jubilee Road, Gosforth, Newcastle upon Tyne NE3 3XT, United Kingdom
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15
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Tarn J, Evans E, Traianos E, Collins A, Stylianou M, Parikh J, Bai Y, Guan Y, Frith J, Lendrem D, Macrae V, McKinnon I, Simon BS, Blake J, Baker MR, Taylor JP, Watson S, Gallagher P, Blamire A, Newton J, Ng WF. The Effects of Noninvasive Vagus Nerve Stimulation on Fatigue in Participants With Primary Sjögren's Syndrome. Neuromodulation 2023; 26:681-689. [PMID: 37032583 DOI: 10.1016/j.neurom.2022.08.461] [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: 01/22/2022] [Revised: 07/07/2022] [Accepted: 08/08/2022] [Indexed: 11/07/2022]
Abstract
OBJECTIVES Fatigue is one of the most important symptoms needing improvement in Primary Sjögren's syndrome (PSS). Previous data from our group suggest that noninvasive stimulation of the vagus nerve (nVNS) may improve symptoms of fatigue. This experimental medicine study uses the gammaCore device (electroCore) and a sham device to investigate the relationship between nVNS and fatigue in PSS, and to explore potential mechanisms involved. MATERIALS AND METHODS Forty participants with PSS were randomly assigned to use active (n = 20) or sham (n = 20) nVNS devices twice daily for 54 days in a double-blind manner. Patient-reported measures of fatigue were collected at baseline and day 56: Profile of Fatigue (PRO-F)-Physical, PRO-F-Mental and Visual Analogue Scale of abnormal fatigue (fVAS). Neurocognitive tests, immunologic responses, electroencephalography alpha reactivity, muscle acidosis, and heart rate variability were compared between devices from baseline to day 56 using analysis of covariance. RESULTS PRO-F-Physical, PRO-F-Mental, and fVAS scores were significantly reduced at day 56 in the active group only (p = 0.02, 0.02, and 0.04, respectively). Muscle bioenergetics and heart rate variability showed no change between arms. There were significant improvements in digit span and a neurocognitive test (p = 0.03), and upon acute nVNS stimulation, frontal region alpha reactivity showed a significant negative relationship with fatigue scores in the active group (p < 0.01). CONCLUSIONS We observed significant improvements in three measures of fatigue at day 56 with the active device but not the sham device. Directly after device use, fatigue levels correlate with measures of alpha reactivity, suggesting modulation of cholinergic system integrity as a mechanism of action for nVNS.
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Affiliation(s)
- Jessica Tarn
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Evelyn Evans
- Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, Gosforth, Newcastle upon Tyne, UK
| | - Emmanuella Traianos
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Alexis Collins
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, UK
| | - Mryto Stylianou
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK; Neuropathology Department, The Cyprus Institute of Neurology & Genetics, Nicosia, Cyprus
| | - Jehill Parikh
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Yang Bai
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Yu Guan
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - James Frith
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Dennis Lendrem
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Victoria Macrae
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Iain McKinnon
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK; Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, Gosforth, Newcastle upon Tyne, UK
| | | | | | - Mark R Baker
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - John Paul Taylor
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Stuart Watson
- Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, Gosforth, Newcastle upon Tyne, UK
| | - Peter Gallagher
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Andrew Blamire
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Julia Newton
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK; National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre & NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
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16
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Khatri B, Tessneer KL, Rasmussen A, Aghakhanian F, Reksten TR, Adler A, Alevizos I, Anaya JM, Aqrawi LA, Baecklund E, Brun JG, Bucher SM, Eloranta ML, Engelke F, Forsblad-d’Elia H, Glenn SB, Hammenfors D, Imgenberg-Kreuz J, Jensen JL, Johnsen SJA, Jonsson MV, Kvarnström M, Kelly JA, Li H, Mandl T, Martín J, Nocturne G, Norheim KB, Palm Ø, Skarstein K, Stolarczyk AM, Taylor KE, Teruel M, Theander E, Venuturupalli S, Wallace DJ, Grundahl KM, Hefner KS, Radfar L, Lewis DM, Stone DU, Kaufman CE, Brennan MT, Guthridge JM, James JA, Scofield RH, Gaffney PM, Criswell LA, Jonsson R, Eriksson P, Bowman SJ, Omdal R, Rönnblom L, Warner B, Rischmueller M, Witte T, Farris AD, Mariette X, Alarcon-Riquelme ME, Shiboski CH, Wahren-Herlenius M, Ng WF, Sivils KL, Adrianto I, Nordmark G, Lessard CJ. Author Correction: Genome-wide association study identifies Sjögren's risk loci with functional implications in immune and glandular cells. Nat Commun 2023; 14:598. [PMID: 36737443 PMCID: PMC9898295 DOI: 10.1038/s41467-023-36369-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Affiliation(s)
- Bhuwan Khatri
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Kandice L. Tessneer
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Astrid Rasmussen
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Farhang Aghakhanian
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Tove Ragna Reksten
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Adam Adler
- grid.274264.10000 0000 8527 6890NGS Core Laboratory, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Ilias Alevizos
- grid.419633.a0000 0001 2205 0568Salivary Disorder Unit, National Institute of Dental and Craniofacial Research, Bethesda, MD USA
| | - Juan-Manuel Anaya
- grid.412191.e0000 0001 2205 5940Center for Autoimmune Diseases Research (CREA), Universidad del Rosario, Bogotá, Colombia
| | - Lara A. Aqrawi
- grid.5510.10000 0004 1936 8921Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Oslo, Norway ,grid.457625.70000 0004 0383 3497Department of Health Sciences, Kristiania University College, Oslo, Norway
| | - Eva Baecklund
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Johan G. Brun
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Sara Magnusson Bucher
- grid.15895.300000 0001 0738 8966Department of Rheumatology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Maija-Leena Eloranta
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Fiona Engelke
- grid.10423.340000 0000 9529 9877Department of Rheumatology and Immunology, Hannover Medical School, Hannover, Germany
| | - Helena Forsblad-d’Elia
- grid.8761.80000 0000 9919 9582Department of Rheumatology and Inflammation Research, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Stuart B. Glenn
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Daniel Hammenfors
- grid.412008.f0000 0000 9753 1393Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Juliana Imgenberg-Kreuz
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Janicke Liaaen Jensen
- grid.5510.10000 0004 1936 8921Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Svein Joar Auglænd Johnsen
- grid.412835.90000 0004 0627 2891Department of Internal Medicine, Clinical Immunology Unit, Stavanger University Hospital, Stavanger, Norway
| | - Malin V. Jonsson
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.7914.b0000 0004 1936 7443Section for Oral and Maxillofacial Radiology, Department of Clinical Dentistry, Medical Faculty, University of Bergen, Bergen, Norway
| | - Marika Kvarnström
- grid.4714.60000 0004 1937 0626Rheumatology Unity, Department of Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden ,grid.425979.40000 0001 2326 2191Academic Specialist Center, Center for Rheumatology and Studieenheten, Stockholm Health Services, Region Stockholm, Sweden
| | - Jennifer A. Kelly
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - He Li
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.505430.7Translational Sciences, The Janssen Pharmaceutical Companies of Johnson & Johnson, Spring House, PA USA
| | - Thomas Mandl
- grid.4514.40000 0001 0930 2361Rheumatology, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Javier Martín
- grid.4711.30000 0001 2183 4846Instituto de Biomedicina y Parasitología López-Neyra, Consejo Superior de Investigaciones Científicas (CSIC), Granada, Spain
| | - Gaétane Nocturne
- grid.413784.d0000 0001 2181 7253Université Paris-Saclay, Assistance Publique–Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1184, Le Kremlin Bicêtre, France
| | - Katrine Brække Norheim
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412835.90000 0004 0627 2891Department of Rheumatology, Stavanger University Hospital, Stavanger, Norway
| | - Øyvind Palm
- grid.5510.10000 0004 1936 8921Department of Rheumatology, University of Oslo, Oslo, Norway
| | - Kathrine Skarstein
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412008.f0000 0000 9753 1393Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Anna M. Stolarczyk
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Kimberly E. Taylor
- grid.266102.10000 0001 2297 6811Department of Medicine, Russell/Engleman Rheumatology Research Center, University of California San Francisco, San Francisco, CA USA
| | - Maria Teruel
- grid.4489.10000000121678994Genyo, Center for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | - Elke Theander
- grid.411843.b0000 0004 0623 9987Department of Rheumatology, Skåne University Hospital, Malmö, Sweden ,Medical Affairs, Jannsen-Cilag EMEA (Europe/Middle East/Africa), Beerse, Belgium
| | - Swamy Venuturupalli
- grid.50956.3f0000 0001 2152 9905Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA USA ,grid.19006.3e0000 0000 9632 6718David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA USA
| | - Daniel J. Wallace
- grid.50956.3f0000 0001 2152 9905Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA USA ,grid.19006.3e0000 0000 9632 6718David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA USA
| | - Kiely M. Grundahl
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | | | - Lida Radfar
- grid.266900.b0000 0004 0447 0018Oral Diagnosis and Radiology Department, University of Oklahoma College of Dentistry, Oklahoma City, OK USA
| | - David M. Lewis
- grid.266900.b0000 0004 0447 0018Department of Oral and Maxillofacial Pathology, University of Oklahoma College of Dentistry, Oklahoma City, OK USA
| | - Donald U. Stone
- grid.266902.90000 0001 2179 3618Department of Ophthalmology, Dean McGee Eye Institute, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - C. Erick Kaufman
- grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - Michael T. Brennan
- grid.239494.10000 0000 9553 6721Department of Oral Medicine/Oral & Maxillofacial Surgery, Atrium Health Carolinas Medical Center, Charlotte, NC USA ,grid.241167.70000 0001 2185 3318Department of Otolaryngology/Head and Neck Surgery, Wake Forest University School of Medicine, Winston-Salem, NC USA
| | - Joel M. Guthridge
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - Judith A. James
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - R. Hal Scofield
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA ,grid.413864.c0000 0004 0420 2582US Department of Veterans Affairs Medical Center, Oklahoma City, OK USA
| | - Patrick M. Gaffney
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Lindsey A. Criswell
- grid.266102.10000 0001 2297 6811Department of Medicine, Russell/Engleman Rheumatology Research Center, University of California San Francisco, San Francisco, CA USA ,grid.266102.10000 0001 2297 6811Institute of Human Genetics (IHG), University of California San Francisco, San Francisco, CA USA ,grid.280128.10000 0001 2233 9230Genomics of Autoimmune Rheumatic Disease Section, National Human Genome Research Institute, NIH, Bethesda, MD USA
| | - Roland Jonsson
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412008.f0000 0000 9753 1393Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Per Eriksson
- grid.5640.70000 0001 2162 9922Department of Biomedical and Clinical Sciences, Division of Inflammation and Infection, Linköping University, Linköping, Sweden
| | - Simon J. Bowman
- grid.412563.70000 0004 0376 6589Rheumatology Department, University Hospital Birmingham NHS Foundation Trust, Birmingham, UK ,grid.6572.60000 0004 1936 7486Rheumatology Research Group, Institute of Inflammation & Ageing, University of Birmingham, Birmingham, UK ,grid.415667.7Rheumatology Department, Milton Keynes University Hospital, Milton Keynes, UK
| | - Roald Omdal
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412835.90000 0004 0627 2891Department of Internal Medicine, Clinical Immunology Unit, Stavanger University Hospital, Stavanger, Norway
| | - Lars Rönnblom
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Blake Warner
- grid.419633.a0000 0001 2205 0568Salivary Disorder Unit, National Institute of Dental and Craniofacial Research, Bethesda, MD USA
| | - Maureen Rischmueller
- grid.278859.90000 0004 0486 659XRheumatology Department, The Queen Elizabeth Hospital, Woodville, South Australia ,grid.1010.00000 0004 1936 7304University of Adelaide, Adelaide, South Australia
| | - Torsten Witte
- grid.10423.340000 0000 9529 9877Department of Rheumatology and Immunology, Hannover Medical School, Hannover, Germany
| | - A. Darise Farris
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Xavier Mariette
- grid.413784.d0000 0001 2181 7253Université Paris-Saclay, Assistance Publique–Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1184, Le Kremlin Bicêtre, France
| | - Marta E. Alarcon-Riquelme
- grid.4489.10000000121678994Genyo, Center for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | | | - Caroline H. Shiboski
- grid.266102.10000 0001 2297 6811Department of Orofacial Sciences, University of California San Francisco, San Francisco, CA USA
| | | | - Marie Wahren-Herlenius
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.4714.60000 0004 1937 0626Rheumatology Unity, Department of Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Wan-Fai Ng
- grid.1006.70000 0001 0462 7212Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK ,grid.420004.20000 0004 0444 2244NIHR Newcastle Biomedical Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | | | - Kathy L. Sivils
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.505430.7Translational Sciences, The Janssen Pharmaceutical Companies of Johnson & Johnson, Spring House, PA USA
| | - Indra Adrianto
- grid.239864.20000 0000 8523 7701Center for Bioinformatics, Department of Public Health Sciences, Henry Ford Health System, Detroit, MI USA
| | - Gunnel Nordmark
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Christopher J. Lessard
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
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17
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Clay I, Peerenboom N, Connors DE, Bourke S, Keogh A, Wac K, Gur-Arie T, Baker J, Bull C, Cereatti A, Cormack F, Eggenspieler D, Foschini L, Ganea R, Groenen PM, Gusset N, Izmailova E, Kanzler CM, Leyens L, Lyden K, Mueller A, Nam J, Ng WF, Nobbs D, Orfaniotou F, Perumal TM, Piwko W, Ries A, Scotland A, Taptiklis N, Torous J, Vereijken B, Xu S, Baltzer L, Vetter T, Goldhahn J, Hoffmann SC. Reverse Engineering of Digital Measures: Inviting Patients to the Conversation. Digit Biomark 2023; 7:28-44. [PMID: 37206894 PMCID: PMC10189241 DOI: 10.1159/000530413] [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] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/07/2023] [Indexed: 05/21/2023] Open
Abstract
Background Digital measures offer an unparalleled opportunity to create a more holistic picture of how people who are patients behave in their real-world environments, thereby establishing a better connection between patients, caregivers, and the clinical evidence used to drive drug development and disease management. Reaching this vision will require achieving a new level of co-creation between the stakeholders who design, develop, use, and make decisions using evidence from digital measures. Summary In September 2022, the second in a series of meetings hosted by the Swiss Federal Institute of Technology in Zürich, the Foundation for the National Institutes of Health Biomarkers Consortium, and sponsored by Wellcome Trust, entitled "Reverse Engineering of Digital Measures," was held in Zurich, Switzerland, with a broad range of stakeholders sharing their experience across four case studies to examine how patient centricity is essential in shaping development and validation of digital evidence generation tools. Key Messages In this paper, we discuss progress and the remaining barriers to widespread use of digital measures for evidence generation in clinical development and care delivery. We also present key discussion points and takeaways in order to continue discourse and provide a basis for dissemination and outreach to the wider community and other stakeholders. The work presented here shows us a blueprint for how and why the patient voice can be thoughtfully integrated into digital measure development and that continued multistakeholder engagement is critical for further progress.
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Affiliation(s)
| | | | | | | | - Alison Keogh
- Insight Centre for Data Analytics, UC Dublin, Dublin, Ireland
- Mobilise-D, Newcastle University, Newcastle upon Tyne, UK
| | - Katarzyna Wac
- Quality of Life Lab, University of Geneva, Geneva, Switzerland
| | - Tova Gur-Arie
- Mobilise-D, Newcastle University, Newcastle upon Tyne, UK
| | | | - Christopher Bull
- Newcastle University, Newcastle, UK
- IDEA-FAST, Newcastle University, Newcastle upon Tyne, UK
| | - Andrea Cereatti
- Mobilise-D, Newcastle University, Newcastle upon Tyne, UK
- Polytechnic University of Torino, Torino, Italy
| | - Francesca Cormack
- IDEA-FAST, Newcastle University, Newcastle upon Tyne, UK
- Cambridge Cognition Ltd, Cambridge, UK
| | | | | | | | | | | | | | | | | | | | - Arne Mueller
- Mobilise-D, Newcastle University, Newcastle upon Tyne, UK
- Novartis, Basel, Switzerland
| | - Julian Nam
- F. Hoffmann-La Roche, Basel, Switzerland
| | - Wan-Fai Ng
- Newcastle University, Newcastle, UK
- IDEA-FAST, Newcastle University, Newcastle upon Tyne, UK
| | - David Nobbs
- IDEA-FAST, Newcastle University, Newcastle upon Tyne, UK
- F. Hoffmann-La Roche, Basel, Switzerland
| | | | | | - Wojciech Piwko
- Takeda Pharmaceuticals International, Zurich, Switzerland
| | - Anja Ries
- F. Hoffmann-La Roche, Basel, Switzerland
| | - Alf Scotland
- Biogen Digital Health International GmbH, Baar, Switzerland
| | - Nick Taptiklis
- IDEA-FAST, Newcastle University, Newcastle upon Tyne, UK
- Cambridge Cognition Ltd, Cambridge, UK
| | | | - Beatrix Vereijken
- Mobilise-D, Newcastle University, Newcastle upon Tyne, UK
- Norwegian University of Science and Technology, Trondheim, Norway
| | | | | | | | - Jörg Goldhahn
- Swiss Federal Institute of Technology, Zurich, Switzerland
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18
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Graeber J, Warmerdam E, Aufenberg S, Bull C, Davies K, Dixon J, Emmert K, Judd C, Maetzler C, Reilmann R, Ng WF, Macrae V, Maetzler W, Kaduszkiewicz H. Technology acceptance of digital devices for home use: Qualitative results of a mixed methods study. Digit Health 2023; 9:20552076231181239. [PMID: 37361435 PMCID: PMC10286539 DOI: 10.1177/20552076231181239] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 05/04/2023] [Indexed: 06/28/2023] Open
Abstract
Objective Digital devices have demonstrated benefits to patients with chronic and neurodegenerative diseases. But when patients use medical devices in their homes, the technologies have to fit into their lives. We investigated the technology acceptance of seven digital devices for home use. Methods We conducted 60 semi-structured interviews with participants of a larger device study on their views on the acceptability of seven devices. Transcriptions were analysed using qualitative content analysis. Results Based on the unified theory of acceptance and use of technology, we evaluated effort, facilitating conditions, performance expectancy and social influence of each device.In the effort category, five themes emerged: (a) the hassle to use the device; (b) its usability; (c) comfort; (d) disturbance to daily life; and (e) problems during usage. Facilitating conditions consisted of five themes: (a) expectations regarding a device; (b) quality of the instructions; (c) insecurities with usage; (d) possibilities of optimization; and (e) possibilities to use the device longer. Regarding performance expectancy, we identified three themes: (a) insecurities with the performance of a device; (b) feedback; and (c) motivation for using a device. In the social influence category, three themes emerged: (a) reactions of peers; (b) concerns with the visibility of a device; and (c) concerns regarding data privacy. Conclusions We identify key factors that determine the acceptability of medical devices for home use from the participants' perspective. These include low effort of use, minor disruptions to their daily lives and good support from the study team.
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Affiliation(s)
- Johanna Graeber
- Institute of General Practice, University Medical Center Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Elke Warmerdam
- Innovative Implant Development (Fracture Healing), Division of Surgery, Saarland University, Homburg, Germany
- Department of Neurology, University Medical Center Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | | | - Christopher Bull
- Open Lab, School of Computing, Newcastle University, Newcastle upon Tyne, UK
| | - Kristen Davies
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Jan Dixon
- NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne NHS Hospitals Foundation Trust and Newcastle University, Newcastle upon Tyne, UK
| | - Kirsten Emmert
- Department of Neurology, University Medical Center Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | - Claire Judd
- NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne NHS Hospitals Foundation Trust and Newcastle University, Newcastle upon Tyne, UK
| | - Corina Maetzler
- Department of Neurology, University Medical Center Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | - Ralf Reilmann
- George-Huntington-Institute, Münster, Germany
- Department of Clinical Radiology University of Münster, Münster, Germany
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, Germany
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne NHS Hospitals Foundation Trust and Newcastle University, Newcastle upon Tyne, UK
- Musculoskeletal and Inflammation Theme, NIHR Newcastle Biomedical Research Center, Newcastle upon Tyne NHS Hospitals Foundation Trust and Newcastle University Newcastle upon Tyne, UK
| | - Victoria Macrae
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Walter Maetzler
- Department of Neurology, University Medical Center Schleswig-Holstein, Campus Kiel and Kiel University, Kiel, Germany
| | - Hanna Kaduszkiewicz
- Institute of General Practice, University Medical Center Schleswig-Holstein, Kiel University, Kiel, Germany
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19
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Flores-Chavez A, Ng WF, Alunno A, Inanc N, Feijoo-Massó C, Seror R, Hernandez-Molina G, Devauchelle-Pensec V, Hofauer B, Pasoto SG, Robles A, Akasbi M, López-Dupla M, Retamozo S, Bandeira M, Romão VC, Carubbi F, Loaiza-Cabello D, García-Morillo JS, Benegas M, Sánchez M, Muxí Á, Fuster D, Sellarés J, Mariette X, Ramos-Casals M, Brito-Zéron P. Characterisation of the coexistence between sarcoidosis and Sjögren's syndrome. Analysis of 43 patients. Clin Exp Rheumatol 2022; 40:2329-2337. [DOI: 10.55563/clinexprheumatol/pg964c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 08/26/2022] [Indexed: 12/24/2022]
Affiliation(s)
- Alejandra Flores-Chavez
- Sjögren Syndrome Research Group, GRESS-AGAUR, Barcelona; Department of Autoimmune Diseases, ICMiD, Hospital Clínic, Barcelona, and University of Barcelona, Spain.
| | - Wan-Fai Ng
- The United Kingdom Primary Sjögren's Syndrome Registry, UK
| | - Alessia Alunno
- Department of Life, Health & Environmental Sciences, University of L'Aquila and Internal Medicine and Nephrology Unit, Department of Medicine, ASL Avezzano-Sulmona-L'Aquila, San Salvatore Hospital, L'Aquila, Italy
| | - Nevsun Inanc
- Marmara University, School of Medicine, Istanbul, Turkey
| | | | | | - Gabriela Hernandez-Molina
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de Mexico, Mexico
| | | | | | - Sandra G. Pasoto
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Facultades de Medicina da Universidade de São Paulo, Brazil
| | - Angel Robles
- Internal Medicine, Hospital La Paz, Madrid, Spain
| | - Miriam Akasbi
- Department of Internal Medicine, Hospital Infanta Leonor, Madrid, Spain
| | - Miguel López-Dupla
- Department of Internal Medicine, Hospital Universitari Joan XXIII, Tarragona, Spain
| | | | - Matilde Bandeira
- Rheumatology Department, Centro Hospitalar Universitário Lisboa Norte, Centro Académico de Medicina de Lisboa (CAML), Lisboa, and Rheumatology Research Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, CAML, Lisboa, Portugal
| | - Vasco C. Romão
- Rheumatology Department, Centro Hospitalar Universitário Lisboa Norte, Centro Académico de Medicina de Lisboa (CAML), Lisboa, and Rheumatology Research Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, CAML, Lisboa, Portugal
| | - Francesco Carubbi
- Department of Life, Health & Environmental Sciences, University of L'Aquila and Internal Medicine and Nephrology Unit, Department of Medicine, ASL Avezzano-Sulmona-L'Aquila, San Salvatore Hospital, L'Aquila, Italy
| | - Daniel Loaiza-Cabello
- Systemic Autoimmune and Rare Diseases Unit, Internal Medicine Department, Hospital Virgen del Rocio, Seville, Spain
| | - Jóse-Salvador García-Morillo
- Systemic Autoimmune and Rare Diseases Unit, Internal Medicine Department, Hospital Virgen del Rocio, Seville, Spain
| | - Mariana Benegas
- Radiology Department, Centre de Diagnòstic per la Imatge Clínic, Hospital Clínic of Barcelona, Spain
| | - Marcelo Sánchez
- Radiology Department, Centre de Diagnòstic per la Imatge Clínic, Hospital Clínic of Barcelona, Spain
| | - África Muxí
- Department of Nuclear Medicine, University of Barcelona, Hospital Clínic, Barcelona, Spain
| | - David Fuster
- Department of Nuclear Medicine, University of Barcelona, Hospital Clínic, Barcelona, Spain
| | - Jacobo Sellarés
- Respiratory Institute, Hospital Clínic, University of Barcelona, Spain
| | | | - Manuel Ramos-Casals
- Sjögren Syndrome Research Group, GRESS-AGAUR, Barcelona; Department of Autoimmune Diseases, ICMiD, Hospital Clínic, Barcelona, and University of Barcelona, Spain
| | - Pilar Brito-Zéron
- Research and Innovation Group in Autoimmune Diseases, Milenium Balmes-Hospital CIMA Sanitas, Barcelona, Spain
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20
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Antikainen E, Njoum H, Kudelka J, Branco D, Rehman RZU, Macrae V, Davies K, Hildesheim H, Emmert K, Reilmann R, Janneke van der Woude C, Maetzler W, Ng WF, O’Donnell P, Van Gassen G, Baribaud F, Pandis I, Manyakov NV, van Gils M, Ahmaniemi T, Chatterjee M. Assessing fatigue and sleep in chronic diseases using physiological signals from wearables: A pilot study. Front Physiol 2022; 13:968185. [PMID: 36452041 PMCID: PMC9702812 DOI: 10.3389/fphys.2022.968185] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 10/31/2022] [Indexed: 08/07/2023] Open
Abstract
Problems with fatigue and sleep are highly prevalent in patients with chronic diseases and often rated among the most disabling symptoms, impairing their activities of daily living and the health-related quality of life (HRQoL). Currently, they are evaluated primarily via Patient Reported Outcomes (PROs), which can suffer from recall biases and have limited sensitivity to temporal variations. Objective measurements from wearable sensors allow to reliably quantify disease state, changes in the HRQoL, and evaluate therapeutic outcomes. This work investigates the feasibility of capturing continuous physiological signals from an electrocardiography-based wearable device for remote monitoring of fatigue and sleep and quantifies the relationship of objective digital measures to self-reported fatigue and sleep disturbances. 136 individuals were followed for a total of 1,297 recording days in a longitudinal multi-site study conducted in free-living settings and registered with the German Clinical Trial Registry (DRKS00021693). Participants comprised healthy individuals (N = 39) and patients with neurodegenerative disorders (NDD, N = 31) and immune mediated inflammatory diseases (IMID, N = 66). Objective physiological measures correlated with fatigue and sleep PROs, while demonstrating reasonable signal quality. Furthermore, analysis of heart rate recovery estimated during activities of daily living showed significant differences between healthy and patient groups. This work underscores the promise and sensitivity of novel digital measures from multimodal sensor time-series to differentiate chronic patients from healthy individuals and monitor their HRQoL. The presented work provides clinicians with realistic insights of continuous at home patient monitoring and its practical value in quantitative assessment of fatigue and sleep, an area of unmet need.
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Affiliation(s)
- Emmi Antikainen
- VTT Technical Research Centre of Finland Ltd., Tampere, Finland
| | | | - Jennifer Kudelka
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Diogo Branco
- LASIGE, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
| | - Rana Zia Ur Rehman
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Victoria Macrae
- NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | - Kristen Davies
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Hanna Hildesheim
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Kirsten Emmert
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Ralf Reilmann
- George-Huntington-Institute, University of Münster, Münster, Germany
- Department of Clinical Radiology, University of Münster, Münster, Germany
- Department of Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | | | - Walter Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom
- NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | - Patricio O’Donnell
- Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, United States
| | | | | | | | | | - Mark van Gils
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Teemu Ahmaniemi
- VTT Technical Research Centre of Finland Ltd., Tampere, Finland
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21
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Khatri B, Tessneer KL, Rasmussen A, Aghakhanian F, Reksten TR, Adler A, Alevizos I, Anaya JM, Aqrawi LA, Baecklund E, Brun JG, Bucher SM, Eloranta ML, Engelke F, Forsblad-d’Elia H, Glenn SB, Hammenfors D, Imgenberg-Kreuz J, Jensen JL, Johnsen SJA, Jonsson MV, Kvarnström M, Kelly JA, Li H, Mandl T, Martín J, Nocturne G, Norheim KB, Palm Ø, Skarstein K, Stolarczyk AM, Taylor KE, Teruel M, Theander E, Venuturupalli S, Wallace DJ, Grundahl KM, Hefner KS, Radfar L, Lewis DM, Stone DU, Kaufman CE, Brennan MT, Guthridge JM, James JA, Scofield RH, Gaffney PM, Criswell LA, Jonsson R, Eriksson P, Bowman SJ, Omdal R, Rönnblom L, Warner B, Rischmueller M, Witte T, Farris AD, Mariette X, Alarcon-Riquelme ME, Shiboski CH, Wahren-Herlenius M, Ng WF, Sivils KL, Adrianto I, Nordmark G, Lessard CJ. Author Correction: Genome-wide association study identifies Sjögren's risk loci with functional implications in immune and glandular cells. Nat Commun 2022; 13:6519. [PMID: 36316359 PMCID: PMC9622850 DOI: 10.1038/s41467-022-34311-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Affiliation(s)
- Bhuwan Khatri
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Kandice L. Tessneer
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Astrid Rasmussen
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Farhang Aghakhanian
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Tove Ragna Reksten
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Adam Adler
- grid.274264.10000 0000 8527 6890NGS Core Laboratory, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Ilias Alevizos
- grid.419633.a0000 0001 2205 0568Salivary Disorder Unit, National Institute of Dental and Craniofacial Research, Bethesda, MD USA
| | - Juan-Manuel Anaya
- grid.412191.e0000 0001 2205 5940Center for Autoimmune Diseases Research (CREA), Universidad del Rosario, Bogotá, Colombia
| | - Lara A. Aqrawi
- grid.5510.10000 0004 1936 8921Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Oslo, Norway ,grid.457625.70000 0004 0383 3497Department of Health Sciences, Kristiania University College, Oslo, Norway
| | - Eva Baecklund
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Johan G. Brun
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Sara Magnusson Bucher
- grid.15895.300000 0001 0738 8966Department of Rheumatology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Maija-Leena Eloranta
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Fiona Engelke
- grid.10423.340000 0000 9529 9877Department of Rheumatology and Immunology, Hannover Medical School, Hannover, Germany
| | - Helena Forsblad-d’Elia
- grid.8761.80000 0000 9919 9582Department of Rheumatology and Inflammation Research, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Stuart B. Glenn
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Daniel Hammenfors
- grid.412008.f0000 0000 9753 1393Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Juliana Imgenberg-Kreuz
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Janicke Liaaen Jensen
- grid.5510.10000 0004 1936 8921Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Svein Joar Auglænd Johnsen
- grid.412835.90000 0004 0627 2891Department of Internal Medicine, Clinical Immunology Unit, Stavanger University Hospital, Stavanger, Norway
| | - Malin V. Jonsson
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.7914.b0000 0004 1936 7443Section for Oral and Maxillofacial Radiology, Department of Clinical Dentistry, Medical Faculty, University of Bergen, Bergen, Norway
| | - Marika Kvarnström
- grid.24381.3c0000 0000 9241 5705Rheumatology Unity, Department of Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden ,Academic Specialist Center, Center for Rheumatology and Studieenheten, Stockholm Health Services, Region Stockholm, Sweden
| | - Jennifer A. Kelly
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - He Li
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,Translational Sciences, The Janssen Pharmaceutical Companies of Johnson & Johnson, Spring House, PA USA
| | - Thomas Mandl
- grid.4514.40000 0001 0930 2361Rheumatology, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Javier Martín
- grid.4711.30000 0001 2183 4846Instituto de Biomedicina y Parasitología López-Neyra, Consejo Superior de Investigaciones Científicas (CSIC), Granada, Spain
| | - Gaétane Nocturne
- grid.413784.d0000 0001 2181 7253Université Paris-Saclay, Assistance Publique–Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1184, Le Kremlin Bicêtre, France
| | - Katrine Brække Norheim
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412835.90000 0004 0627 2891Department of Rheumatology, Stavanger University Hospital, Stavanger, Norway
| | - Øyvind Palm
- grid.5510.10000 0004 1936 8921Department of Rheumatology, University of Oslo, Oslo, Norway
| | - Kathrine Skarstein
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412008.f0000 0000 9753 1393Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Anna M. Stolarczyk
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Kimberly E. Taylor
- grid.266102.10000 0001 2297 6811Department of Medicine, Russell/Engleman Rheumatology Research Center, University of California San Francisco, San Francisco, California USA
| | - Maria Teruel
- grid.4489.10000000121678994Genyo, Center for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | - Elke Theander
- grid.411843.b0000 0004 0623 9987Department of Rheumatology, Skåne University Hospital, Malmö, Sweden ,Medical Affairs, Jannsen-Cilag EMEA (Europe/Middle East/Africa), Beerse, Belgium
| | - Swamy Venuturupalli
- grid.50956.3f0000 0001 2152 9905Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA USA ,grid.19006.3e0000 0000 9632 6718David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA USA
| | - Daniel J. Wallace
- grid.50956.3f0000 0001 2152 9905Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA USA ,grid.19006.3e0000 0000 9632 6718David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA USA
| | - Kiely M. Grundahl
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | | | - Lida Radfar
- grid.266900.b0000 0004 0447 0018Oral Diagnosis and Radiology Department, University of Oklahoma College of Dentistry, Oklahoma City, OK USA
| | - David M. Lewis
- grid.266900.b0000 0004 0447 0018Department of Oral and Maxillofacial Pathology, University of Oklahoma College of Dentistry, Oklahoma City, OK USA
| | - Donald U. Stone
- grid.266902.90000 0001 2179 3618Department of Ophthalmology, Dean McGee Eye Institute, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - C. Erick Kaufman
- grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - Michael T. Brennan
- grid.239494.10000 0000 9553 6721Department of Oral Medicine/Oral & Maxillofacial Surgery, Atrium Health Carolinas Medical Center, Charlotte, NC USA ,grid.241167.70000 0001 2185 3318Department of Otolaryngology/Head and Neck Surgery, Wake Forest University School of Medicine, Winston-Salem, NC USA
| | - Joel M. Guthridge
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - Judith A. James
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - R. Hal Scofield
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA ,grid.413864.c0000 0004 0420 2582US Department of Veterans Affairs Medical Center, Oklahoma City, OK USA
| | - Patrick M. Gaffney
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Lindsey A. Criswell
- grid.266102.10000 0001 2297 6811Department of Medicine, Russell/Engleman Rheumatology Research Center, University of California San Francisco, San Francisco, California USA ,grid.266102.10000 0001 2297 6811Institute of Human Genetics (IHG), University of California San Francisco, San Francisco, CA USA ,grid.280128.10000 0001 2233 9230Genomics of Autoimmune Rheumatic Disease Section, National Human Genome Research Institute, NIH, Bethesda, MD USA
| | - Roland Jonsson
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412008.f0000 0000 9753 1393Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Per Eriksson
- grid.5640.70000 0001 2162 9922Department of Biomedical and Clinical Sciences, Division of Inflammation and Infection, Linköping University, Linköping, Sweden
| | - Simon J. Bowman
- grid.412563.70000 0004 0376 6589Rheumatology Department, University Hospital Birmingham NHS Foundation Trust, Birmingham, UK ,grid.6572.60000 0004 1936 7486Rheumatology Research Group, Institute of Inflammation & Ageing, University of Birmingham, Birmingham, UK ,grid.415667.7Rheumatology Department, Milton Keynes University Hospital, Milton Keynes, UK
| | - Roald Omdal
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412835.90000 0004 0627 2891Department of Internal Medicine, Clinical Immunology Unit, Stavanger University Hospital, Stavanger, Norway
| | - Lars Rönnblom
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Blake Warner
- grid.419633.a0000 0001 2205 0568Salivary Disorder Unit, National Institute of Dental and Craniofacial Research, Bethesda, MD USA
| | - Maureen Rischmueller
- grid.278859.90000 0004 0486 659XRheumatology Department, The Queen Elizabeth Hospital, Woodville, South Australia ,grid.1010.00000 0004 1936 7304University of Adelaide, Adelaide, South Australia
| | - Torsten Witte
- grid.10423.340000 0000 9529 9877Department of Rheumatology and Immunology, Hannover Medical School, Hannover, Germany
| | - A. Darise Farris
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Xavier Mariette
- grid.413784.d0000 0001 2181 7253Université Paris-Saclay, Assistance Publique–Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1184, Le Kremlin Bicêtre, France
| | - Marta E. Alarcon-Riquelme
- grid.4489.10000000121678994Genyo, Center for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | | | - Caroline H. Shiboski
- grid.266102.10000 0001 2297 6811Department of Orofacial Sciences, University of California San Francisco, San Francisco, CA USA
| | | | - Marie Wahren-Herlenius
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.24381.3c0000 0000 9241 5705Rheumatology Unity, Department of Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Wan-Fai Ng
- grid.1006.70000 0001 0462 7212Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK ,grid.420004.20000 0004 0444 2244NIHR Newcastle Biomedical Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | | | - Kathy L. Sivils
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,Translational Sciences, The Janssen Pharmaceutical Companies of Johnson & Johnson, Spring House, PA USA
| | - Indra Adrianto
- grid.239864.20000 0000 8523 7701Center for Bioinformatics, Department of Public Health Sciences, Henry Ford Health System, Detroit, MI USA
| | - Gunnel Nordmark
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Christopher J. Lessard
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
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22
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Ridgewell D, Thalayasingam N, Ng WF. Sjögren's syndrome: shedding light on emerging and key drug targets. Expert Opin Ther Targets 2022; 26:869-882. [PMID: 36576336 DOI: 10.1080/14728222.2022.2157259] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Sjögren's syndrome (SS) is an immune-mediated inflammatory condition characterized by sicca syndrome, musculoskeletal pain, and fatigue. Extra-glandular manifestations are common and there is a markedly increased risk of lymphoma development. SS is associated with high health-economic burden driven largely by the symptom burden on patients. Currently, there is no approved disease-modifying treatment and management is based on empirical evidence. Progress in the understanding of SS pathogenesis has led to an expanding portfolio of more targeted therapies under development. AREAS COVERED This review summarizes the key development in targeted biological therapies in SS including emerging targets. It also highlights the challenges in therapeutic development in SS such as disease heterogeneity and defining appropriate disease assessment tools to evaluate therapeutic efficacy. EXPERT OPINION Early trials in SS failed to meet their primary outcomes which may in part due to the use of inappropriate or insensitive study endpoints. Recent trials targeting B-cells, B-T cell co-stimulation and IFN signaling have shown promising results. Development of composite endpoints including patient reported outcomes and objective disease measure may provide a more holistic approach to disease assessment. The impact of these new tools on therapeutic development that benefit patients remains to be fully evaluated.
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Affiliation(s)
- Dominic Ridgewell
- Musculoskeletal Theme, NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Nishanthi Thalayasingam
- Musculoskeletal Theme, NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Wan-Fai Ng
- Musculoskeletal Theme, NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, UK.,Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
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23
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Khatri B, Tessneer KL, Rasmussen A, Aghakhanian F, Reksten TR, Adler A, Alevizos I, Anaya JM, Aqrawi LA, Baecklund E, Brun JG, Bucher SM, Eloranta ML, Engelke F, Forsblad-d’Elia H, Glenn SB, Hammenfors D, Imgenberg-Kreuz J, Jensen JL, Johnsen SJA, Jonsson MV, Kvarnström M, Kelly JA, Li H, Mandl T, Martín J, Nocturne G, Norheim KB, Palm Ø, Skarstein K, Stolarczyk AM, Taylor KE, Teruel M, Theander E, Venuturupalli S, Wallace DJ, Grundahl KM, Hefner KS, Radfar L, Lewis DM, Stone DU, Kaufman CE, Brennan MT, Guthridge JM, James JA, Scofield RH, Gaffney PM, Criswell LA, Jonsson R, Eriksson P, Bowman SJ, Omdal R, Rönnblom L, Warner B, Rischmueller M, Witte T, Farris AD, Mariette X, Alarcon-Riquelme ME, Shiboski CH, Wahren-Herlenius M, Ng WF, Sivils KL, Adrianto I, Nordmark G, Lessard CJ. Genome-wide association study identifies Sjögren's risk loci with functional implications in immune and glandular cells. Nat Commun 2022; 13:4287. [PMID: 35896530 PMCID: PMC9329286 DOI: 10.1038/s41467-022-30773-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 05/17/2022] [Indexed: 02/06/2023] Open
Abstract
Sjögren's disease is a complex autoimmune disease with twelve established susceptibility loci. This genome-wide association study (GWAS) identifies ten novel genome-wide significant (GWS) regions in Sjögren's cases of European ancestry: CD247, NAB1, PTTG1-MIR146A, PRDM1-ATG5, TNFAIP3, XKR6, MAPT-CRHR1, RPTOR-CHMP6-BAIAP6, TYK2, SYNGR1. Polygenic risk scores yield predictability (AUROC = 0.71) and relative risk of 12.08. Interrogation of bioinformatics databases refine the associations, define local regulatory networks of GWS SNPs from the 95% credible set, and expand the implicated gene list to >40. Many GWS SNPs are eQTLs for genes within topologically associated domains in immune cells and/or eQTLs in the main target tissue, salivary glands.
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Affiliation(s)
- Bhuwan Khatri
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Kandice L. Tessneer
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Astrid Rasmussen
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Farhang Aghakhanian
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Tove Ragna Reksten
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Adam Adler
- grid.274264.10000 0000 8527 6890NGS Core Laboratory, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Ilias Alevizos
- grid.419633.a0000 0001 2205 0568Salivary Disorder Unit, National Institute of Dental and Craniofacial Research, Bethesda, MD USA
| | - Juan-Manuel Anaya
- grid.412191.e0000 0001 2205 5940Center for Autoimmune Diseases Research (CREA), Universidad del Rosario, Bogotá, Colombia
| | - Lara A. Aqrawi
- grid.5510.10000 0004 1936 8921Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Oslo, Norway ,grid.457625.70000 0004 0383 3497Department of Health Sciences, Kristiania University College, Oslo, Norway
| | - Eva Baecklund
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Johan G. Brun
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Sara Magnusson Bucher
- grid.15895.300000 0001 0738 8966Department of Rheumatology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Maija-Leena Eloranta
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Fiona Engelke
- grid.10423.340000 0000 9529 9877Department of Rheumatology and Immunology, Hannover Medical School, Hannover, Germany
| | - Helena Forsblad-d’Elia
- grid.8761.80000 0000 9919 9582Department of Rheumatology and Inflammation Research, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Stuart B. Glenn
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Daniel Hammenfors
- grid.412008.f0000 0000 9753 1393Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Juliana Imgenberg-Kreuz
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Janicke Liaaen Jensen
- grid.5510.10000 0004 1936 8921Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - Svein Joar Auglænd Johnsen
- grid.412835.90000 0004 0627 2891Department of Internal Medicine, Clinical Immunology Unit, Stavanger University Hospital, Stavanger, Norway
| | - Malin V. Jonsson
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.7914.b0000 0004 1936 7443Section for Oral and Maxillofacial Radiology, Department of Clinical Dentistry, Medical Faculty, University of Bergen, Bergen, Norway
| | - Marika Kvarnström
- grid.4714.60000 0004 1937 0626Rheumatology Unity, Department of Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden ,grid.425979.40000 0001 2326 2191Academic Specialist Center, Center for Rheumatology and Studieenheten, Stockholm Health Services, Region Stockholm, Sweden
| | - Jennifer A. Kelly
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - He Li
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.505430.7Translational Sciences, The Janssen Pharmaceutical Companies of Johnson & Johnson, Spring House, PA USA
| | - Thomas Mandl
- grid.4514.40000 0001 0930 2361Rheumatology, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Javier Martín
- grid.4711.30000 0001 2183 4846Instituto de Biomedicina y Parasitología López-Neyra, Consejo Superior de Investigaciones Científicas (CSIC), Granada, Spain
| | - Gaétane Nocturne
- grid.413784.d0000 0001 2181 7253Université Paris-Saclay, Assistance Publique–Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1184, Le Kremlin Bicêtre, France
| | - Katrine Brække Norheim
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412835.90000 0004 0627 2891Department of Rheumatology, Stavanger University Hospital, Stavanger, Norway
| | - Øyvind Palm
- grid.5510.10000 0004 1936 8921Department of Rheumatology, University of Oslo, Oslo, Norway
| | - Kathrine Skarstein
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412008.f0000 0000 9753 1393Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Anna M. Stolarczyk
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Kimberly E. Taylor
- grid.266102.10000 0001 2297 6811Department of Medicine, Russell/Engleman Rheumatology Research Center, University of California San Francisco, San Francisco, California USA
| | - Maria Teruel
- grid.4489.10000000121678994Genyo, Center for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | - Elke Theander
- grid.411843.b0000 0004 0623 9987Department of Rheumatology, Skåne University Hospital, Malmö, Sweden ,Medical Affairs, Jannsen-Cilag EMEA (Europe/Middle East/Africa), Beerse, Belgium
| | - Swamy Venuturupalli
- grid.50956.3f0000 0001 2152 9905Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA USA ,grid.19006.3e0000 0000 9632 6718David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA USA
| | - Daniel J. Wallace
- grid.50956.3f0000 0001 2152 9905Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA USA ,grid.19006.3e0000 0000 9632 6718David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA USA
| | - Kiely M. Grundahl
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | | | - Lida Radfar
- grid.266900.b0000 0004 0447 0018Oral Diagnosis and Radiology Department, University of Oklahoma College of Dentistry, Oklahoma City, OK USA
| | - David M. Lewis
- grid.266900.b0000 0004 0447 0018Department of Oral and Maxillofacial Pathology, University of Oklahoma College of Dentistry, Oklahoma City, OK USA
| | - Donald U. Stone
- grid.266902.90000 0001 2179 3618Department of Ophthalmology, Dean McGee Eye Institute, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - C. Erick Kaufman
- grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - Michael T. Brennan
- grid.239494.10000 0000 9553 6721Department of Oral Medicine/Oral & Maxillofacial Surgery, Atrium Health Carolinas Medical Center, Charlotte, NC USA ,grid.241167.70000 0001 2185 3318Department of Otolaryngology/Head and Neck Surgery, Wake Forest University School of Medicine, Winston-Salem, NC USA
| | - Joel M. Guthridge
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - Judith A. James
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - R. Hal Scofield
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA ,grid.413864.c0000 0004 0420 2582US Department of Veterans Affairs Medical Center, Oklahoma City, OK USA
| | - Patrick M. Gaffney
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Lindsey A. Criswell
- grid.266102.10000 0001 2297 6811Department of Medicine, Russell/Engleman Rheumatology Research Center, University of California San Francisco, San Francisco, California USA ,grid.266102.10000 0001 2297 6811Institute of Human Genetics (IHG), University of California San Francisco, San Francisco, CA USA ,grid.280128.10000 0001 2233 9230Genomics of Autoimmune Rheumatic Disease Section, National Human Genome Research Institute, NIH, Bethesda, MD USA
| | - Roland Jonsson
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412008.f0000 0000 9753 1393Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Per Eriksson
- grid.5640.70000 0001 2162 9922Department of Biomedical and Clinical Sciences, Division of Inflammation and Infection, Linköping University, Linköping, Sweden
| | - Simon J. Bowman
- grid.412563.70000 0004 0376 6589Rheumatology Department, University Hospital Birmingham NHS Foundation Trust, Birmingham, UK ,grid.6572.60000 0004 1936 7486Rheumatology Research Group, Institute of Inflammation & Ageing, University of Birmingham, Birmingham, UK ,grid.415667.7Rheumatology Department, Milton Keynes University Hospital, Milton Keynes, UK
| | - Roald Omdal
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.412835.90000 0004 0627 2891Department of Internal Medicine, Clinical Immunology Unit, Stavanger University Hospital, Stavanger, Norway
| | - Lars Rönnblom
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Blake Warner
- grid.419633.a0000 0001 2205 0568Salivary Disorder Unit, National Institute of Dental and Craniofacial Research, Bethesda, MD USA
| | - Maureen Rischmueller
- grid.278859.90000 0004 0486 659XRheumatology Department, The Queen Elizabeth Hospital, Woodville, South Australia ,grid.1010.00000 0004 1936 7304University of Adelaide, Adelaide, South Australia
| | - Torsten Witte
- grid.10423.340000 0000 9529 9877Department of Rheumatology and Immunology, Hannover Medical School, Hannover, Germany
| | - A. Darise Farris
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA
| | - Xavier Mariette
- grid.413784.d0000 0001 2181 7253Université Paris-Saclay, Assistance Publique–Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Institut National de la Santé et de la Recherche Médicale (INSERM) UMR1184, Le Kremlin Bicêtre, France
| | - Marta E. Alarcon-Riquelme
- grid.4489.10000000121678994Genyo, Center for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain
| | | | - Caroline H. Shiboski
- grid.266102.10000 0001 2297 6811Department of Orofacial Sciences, University of California San Francisco, San Francisco, CA USA
| | | | - Marie Wahren-Herlenius
- grid.7914.b0000 0004 1936 7443Department of Clinical Science, University of Bergen, Bergen, Norway ,grid.4714.60000 0004 1937 0626Rheumatology Unity, Department of Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Wan-Fai Ng
- grid.1006.70000 0001 0462 7212Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK ,grid.420004.20000 0004 0444 2244NIHR Newcastle Biomedical Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | | | - Kathy L. Sivils
- grid.274264.10000 0000 8527 6890Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.505430.7Translational Sciences, The Janssen Pharmaceutical Companies of Johnson & Johnson, Spring House, PA USA
| | - Indra Adrianto
- grid.239864.20000 0000 8523 7701Center for Bioinformatics, Department of Public Health Sciences, Henry Ford Health System, Detroit, MI USA
| | - Gunnel Nordmark
- grid.8993.b0000 0004 1936 9457Department of Medical Sciences, Rheumatology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Christopher J. Lessard
- grid.274264.10000 0000 8527 6890Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK USA ,grid.266902.90000 0001 2179 3618Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
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Huijser E, van Helden-Meeuwsen CG, Grashof DGB, Tarn JR, Brkic Z, Huisman JMA, Wahadat MJ, van de Werken HJG, Lopes AP, van Roon JAG, van Daele PLA, Kamphuis S, Ng WF, Bekkering S, Joosten LAB, Dik WA, Versnel MA. Trained Immunity in Primary Sjögren’s Syndrome: Linking Type I Interferons to a Pro-Atherogenic Phenotype. Front Immunol 2022; 13:840751. [PMID: 35860283 PMCID: PMC9289449 DOI: 10.3389/fimmu.2022.840751] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 05/30/2022] [Indexed: 11/30/2022] Open
Abstract
Background Trained immunity – or innate immune memory – can be described as the long-term reprogramming of innate immune cells towards a hyperresponsive state which involves intracellular metabolic changes. Trained immunity has been linked to atherosclerosis. A subgroup of patients with primary Sjögren’s syndrome (pSS) exhibits systemic type I interferon (IFN) pathway activation, indicating innate immune hyperactivation. Here, we studied the link between type I IFNs and trained immunity in an in vitro monocytic cell model and peripheral blood mononuclear cells (PBMCs) from pSS patients. Methods The training stimuli heat killed Candida albicans, muramyl dipeptide, IFNβ, and patient serum were added to THP-1 cells for 24 hours, after which the cells were washed, rested for 48 hours and subsequently re-stimulated with LPS, Pam3Cys, poly I:C, IFNβ or oxLDL for 4-24 hours. PBMCs from pSS patients and healthy controls were stimulated with LPS, Pam3Cys, poly I:C or IFNβ for 0.5-24 hours. Results Training with IFNβ induced elevated production of pro-atherogenic cytokines IL-6, TNFα and CCL2, differential cholesterol- and glycolysis-related gene expression, and increased glucose consumption and oxLDL uptake upon re-stimulation. Type I IFN production was increased in Candida albicans- and IFNβ-trained cells after LPS re-stimulation, but was reduced after poly I:C re-stimulation. Training with muramyl dipeptide and IFNβ, but not Candida albicans, affected the IFN-stimulated gene expression response to IFNβ re-stimulation. PBMCs from pSS patients consumed more glucose compared with healthy control PBMCs and tended to produce more TNFα and type I IFNs upon LPS stimulation, but less type I IFNs upon poly I:C stimulation. Conclusions Type I IFN is a trainer inducing a trained immunity phenotype with pro-atherogenic properties in monocytes. Conversely, trained immunity also affects the production of type I IFNs and transcriptional response to type I IFN receptor re-stimulation. The phenotype of pSS PBMCs is consistent with trained immunity. This connection between type I IFN, trained immunity and cholesterol metabolism may have important implications for pSS and the pathogenesis of (subclinical) atherosclerosis in these patients.
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Affiliation(s)
- Erika Huijser
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | | | - Dwin G. B. Grashof
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Jessica R. Tarn
- Translational and Clinical Research Institute, Newcastle University, Newcastle, United Kingdom
| | - Zana Brkic
- Department of Internal Medicine, Division of Clinical Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Josje M. A. Huisman
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - M. Javad Wahadat
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
- Department of Paediatric Rheumatology, Sophia Children’s Hospital, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Harmen J. G. van de Werken
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
- Cancer Computational Biology Center, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Ana P. Lopes
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Center for Translational Immunology, University Medical Centre Utrecht, Utrecht, Netherlands
| | - Joel A. G. van Roon
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Center for Translational Immunology, University Medical Centre Utrecht, Utrecht, Netherlands
| | - Paul L. A. van Daele
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
- Department of Internal Medicine, Division of Clinical Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Sylvia Kamphuis
- Department of Paediatric Rheumatology, Sophia Children’s Hospital, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle, United Kingdom
- NIHR Newcastle Biomedical Research Centre, Newcastle, United Kingdom
- NIHR Newcastle Clinical Research Facility, Newcastle, United Kingdom
| | - Siroon Bekkering
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud UMC, Nijmegen, Netherlands
- Radboud Center for Molecular Life Sciences, Radboud UMC, Nijmegen, Netherlands
| | - Leo A. B. Joosten
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud UMC, Nijmegen, Netherlands
- Radboud Center for Molecular Life Sciences, Radboud UMC, Nijmegen, Netherlands
| | - Willem A. Dik
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Marjan A. Versnel
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
- *Correspondence: Marjan A. Versnel,
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Tarn J, Lendrem D, McMeekin P, Lendrem C, Hargreaves B, Ng WF. Primary Sjögren's syndrome: Longitudinal real-world, observational data on health-related quality of life. J Intern Med 2022; 291:849-855. [PMID: 35018685 PMCID: PMC9305875 DOI: 10.1111/joim.13451] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Primary Sjögren's syndrome (pSS) is a chronic inflammatory condition, which presents with symptoms of dryness, pain, fatigue and often symptoms of anxiety and depression. Health-related quality of life (HRQoL) is significantly reduced in pSS and the direct and indirect health costs of pSS are substantial. This study aims to determine how symptom burden, disease activity and demographics associate with HRQoL longitudinally over a median of 24-month follow-up period in pSS. METHODS Longitudinal EuroQoL-5 dimension (EQ-5D)-3L data from the Newcastle pSS cohort (n = 377) were evaluated using a survival analysis strategy. Kaplan-Meier and Cox proportional hazards analysis were performed using baseline Newcastle Sjogren's Stratification Tool (NSST) subgroup, EULAR Sjogren's Syndrome Patient Reported Index (ESSPRI), EULAR Sjogren's Syndrome Disease Activity Index (ESSDAI), disease duration, age and sex as covariates including polypharmacy and comorbidity score, where data were available (n = 191). RESULTS Of the 377 pSS participants analysed in this study, 16% experienced a decline in HRQoL to a health state comparable to or worse than death. NSST subgroup and ESSPRI score had a significant relationship with time to 'EQ-5D event', whereas baseline ESSDAI, age, disease duration and sex did not. CONCLUSION In pSS, symptom burden and to a great extent NSST subgroup, rather than systemic disease activity, has a significant relationship with HRQoL longitudinally. Improvements in symptom burden have the potential to produce significant impacts on long-term HRQoL in pSS.
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Affiliation(s)
- Jessica Tarn
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Dennis Lendrem
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Peter McMeekin
- Faculty of Health and Life Science, Northumbria University, Newcastle upon Tyne, UK
| | - Clare Lendrem
- NIHR Newcastle In Vitro Diagnostics Co-operative, Newcastle University, Newcastle upon Tyne, UK
| | - Ben Hargreaves
- Musculoskeletal Directorate, Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.,Musculoskeletal Directorate, Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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Tarn J, Lendrem D, Barnes M, Casement J, Ng WF. Comorbidities in the UK Primary Sjögren’s Syndrome Registry. Front Immunol 2022; 13:864448. [PMID: 35603172 PMCID: PMC9116135 DOI: 10.3389/fimmu.2022.864448] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 03/22/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction Primary Sjögren’s Syndrome (PSS) is a chronic disease characterised by symptoms of oral and ocular dryness, pain, fatigue, anxiety and depression. PSS patients can be subclassified by the pattern of severity of these five key symptoms using the Newcastle Sjögren’s Stratification Tool (NSST). Although PSS is often associated with one or more comorbidities, the relationship between comorbidities, polypharmacy, and PSS symptom burden is unclear. Using data from the UK Primary Sjögren’s Syndrome Registry (UKPSSR) we describe the landscape of polypharmacy and comorbidities in PSS. Methods The UKPSSR is research biobank of clinically well-defined PSS patients where clinical, demographic, comorbidities and concomitant medications data are recorded. Patients were subclassified into the four NSST subgroups: Low Symptom Burden (LSB), High Symptom Burden (HSB), Dryness Dominated Fatigue (DDF) and Pain Dominated Fatigue (PDF). Group analyses of comorbid conditions and polypharmacy scores were performed. Comorbidity and Polypharmacy Scores (CPS) were modelled as a function of age, sex, symptom duration, body mass index (BMI), current immunosuppressant and hydroxychloroquine prescriptions and NSST subgroup. Results There were marked differences in the number and the nature of comorbidities associated with the NSST subgroups. LSB and DDF patients were characterized by fewer comorbidities and medications. In contrast, HSB and PDF patients were associated with more comorbidities and were more likely to be prescribed multiple medications. Group analysis shows that HSB patients are more closely associated with peripheral vascular disease and infection whereas the PDF patients were associated with cardiovascular disease and gastrointestinal comorbidities. Comorbidity and polypharmacy scores increase with age and BMI regardless of symptom subgroup and symptom duration. In addition, the longer the reported symptom duration the higher the associated comorbidities and polypharmacy scores. Conclusion Comorbid conditions are more prevalent in some subgroups of the PSS cohort but increase with age and BMI across the entire cohort. It is unclear from these data whether specific comorbid conditions are a consequence of PSS or represent shared aetiology or pathogenetic susceptibility. Regardless, these findings may have implications for disease management and clinical trial design.
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Affiliation(s)
- Jessica Tarn
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Dennis Lendrem
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Michael Barnes
- Centre for Translational Bioinformatics, Queen Mary, University of London (QMUL), London, United Kingdom
| | - John Casement
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre & National Institute for Health and Care Research (NIHR) Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
- *Correspondence: Wan-Fai Ng,
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Schoon H, Slack E, Pearce M, Ng WF, Hackett KL. OUP accepted manuscript. Rheumatology (Oxford) 2022; 61:4065-4075. [PMID: 35190821 PMCID: PMC9536794 DOI: 10.1093/rheumatology/keac053] [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] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 01/17/2022] [Indexed: 11/21/2022] Open
Abstract
Objectives To investigate which five activity interference categories out of pain, fatigue, mood, dryness and brain fog/mental fatigue scored highest in patients with primary Sjögren’s syndrome (pSS) and to investigate the association between activity interference and mood and physical functioning in these patients. Methods The Comprehensive Pain Evaluation Questionnaire (CPEQ) assessed activity interference (actions performed in daily life that are hindered) in 149 UK pSS patients. This was modified to include four additional symptoms (fatigue, mood, dryness and brainfog/mental fatigue). Functional impairment was measured using the Hospital Anxiety and Depression Scale (HADS) and the Improved Health Assessment Questionnaire (Improved HAQ). Univariable linear regression models were estimated to investigate the association between CPEQ results and the outcome scores obtained from the HADS and Improved HAQ. Multivariable linear regression models were estimated adjusting for patient age and length of disease. Results Fatigue had the biggest impact on seven activity domains: physical exercise (mean score of 3.49 out of 5 [s.d. 1.26]), performing household chores (mean 3.14 [s.d. 1.18]), gardening or shopping (mean 3.18 [s.d. 1.20]), socializing with others (mean 2.62 [s.d. 1.24]), recreation/hobbies (mean 2.88 [s.d. 1.20]), sexual relations (mean 3.00 [s.d. 1.52]), and mental efficacy (mean 2.69 [s.d. 1.17]). Regression analysis showed a positive correlation in which every point increase in an activity interference category saw the overall mood and physical functioning scores increase. Conclusion Fatigue has the largest impact on pSS patients’ daily activities in this cohort. Length of disease reduced the impact of activity interference on patients’ overall health score.
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Affiliation(s)
- Hannah Schoon
- Southeast Utah Health Department, Price, UT, USA
- Faculty of Medical Sciences
| | | | | | - Wan-Fai Ng
- NIHR Newcastle Biomedical Research Centre, Newcastle University
| | - Katie L Hackett
- Correspondence to: Katie L. Hackett, Department of Social Work, Education and Community Wellbeing, Northumbria University, Coach Lane Campus West, Coach Lane, Newcastle upon Tyne NE7 7XA, UK. E-mail:
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Abstract
SS is a chronic, autoimmune condition characterized by lymphocytic infiltration of the exocrine glands and B-cell dysfunction. Current treatment strategies are largely empirical and offer only symptomatic relief for patients. There are no proven treatments that alter disease progression or treat the systemic manifestations of disease. B-cell depletion is used in patients with systemic disease but its overall clinical efficacy has not been demonstrated in two large randomized controlled trials. Studies are now focussing on alternative strategies to target B-cells, including co-stimulation targets, with promising data. It is increasingly clear that clinical trials in SS will require patient stratification and relevant and sensitive outcome measures to identify successful treatment modalities.
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Affiliation(s)
- Nishanthi Thalayasingam
- Department of Rheumatology, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust
| | - Kelly Baldwin
- Department of Rheumatology, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust
| | - Claire Judd
- Department of Rheumatology, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust
| | - Wan-Fai Ng
- Department of Rheumatology, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust.,Translation and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
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29
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Retamozo S, Acar-Denizli N, Horváth IF, Ng WF, Rasmussen A, Dong X, Li X, Baldini C, Olsson P, Priori R, Seror R, Gottenberg JE, Kruize AA, Hernandez-Molina G, Vissink A, Sandhya P, Armagan B, Quartuccio L, Sebastian A, Praprotnik S, Bartoloni E, Kwok SK, Kvarnstrom M, Rischmueller M, Soláns-Laqué R, Sene D, Pasoto SG, Suzuki Y, Isenberg DA, Valim V, Nordmark G, Nakamura H, Fernandes Moça Trevisani V, Hofauer B, Sisó-Almirall A, Giacomelli R, Devauchelle-Pensec V, Bombardieri M, Atzeni F, Hammenfors D, Maure B, Carsons SE, Gheita T, Sánchez-Berná I, López-Dupla M, Morel J, Inanç N, Fonseca-Aizpuru E, Morcillo C, Vollenweider C, Melchor S, Vázquez M, Díaz-Cuiza E, Consani-Fernández S, de-Miguel-Campo B, Szántó A, Bombardieri S, Gattamelata A, Hinrichs A, Sánchez-Guerrero J, Danda D, Kilic L, De Vita S, Wiland P, Gerli R, Park SH, Wahren-Herlenius M, Bootsma H, Mariette X, Ramos-Casals M, Brito-Zerón P. Influence of the age at diagnosis in the disease expression of primary Sjögren syndrome. Analysis of 12,753 patients from the Sjögren Big Data Consortium. Clin Exp Rheumatol 2021; 39 Suppl 133:166-174. [DOI: 10.55563/clinexprheumatol/egnd1i] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 09/06/2021] [Indexed: 11/13/2022]
Affiliation(s)
- Soledad Retamozo
- Instituto Modelo de Cardiología Privado SRL, Córdoba, and Instituto Universitario de Ciencias Biomédicas de Córdoba (IUCBC), Argentina; and Rheumatology Department, Hospital Universitari Parc Taulí, Sabadell, Barcelona, Spain
| | - Nihan Acar-Denizli
- Department of Statistics and Operations Research, Universitat Politècnica de Catalunya, Barcelona, Spain
| | - Ildiko Fanny Horváth
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Hungary
| | - Wan-Fai Ng
- Institute of Cellular Medicine, Newcastle University, and NIHR Biomedical Research Centre, Newcastle Upon Tyne, UK
| | - Astrid Rasmussen
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Xu Dong
- Department of Rheumatology, Peking Union Medical College Hospital, Beijing, China
| | - Xiaomei Li
- Department of Rheumatology and Immunology, Anhui Provincial Hospital, Hefei, China
| | | | - Peter Olsson
- Department of Rheumatology, Skane University Hospital Malmö, Lund University, Sweden
| | - Roberta Priori
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, and Saint Camillus International University of Health Science, UniCamillus, Rome, Italy
| | - Raphaèle Seror
- Centre for Immunology of Viral Infections and Autoimmune Diseases, Assistance Publique – Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Le Kremlin-Bicêtre, Université Paris Sud, INSERM, Paris, France
| | - Jacques-Eric Gottenberg
- Department of Rheumatology, Strasbourg University Hospital, Université de Strasbourg, CNRS, Strasbourg, France
| | - Aike A. Kruize
- Department of Rheumatology and Clinical Immunology, University Medical Centre Utrecht, The Netherlands
| | - Gabriela Hernandez-Molina
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
| | - Arjan Vissink
- Department of Oral and Maxillofacial Surgery, University of Groningen, University Medical Centre Groningen, the Netherlands
| | - Pulukool Sandhya
- Department of Clinical Immunology and Rheumatology, Christian Medical College and Hospital, Vellore, India
| | - Berkan Armagan
- Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Luca Quartuccio
- Clinic of Rheumatology, Department of Medical and Biological Sciences, University Hospital "Santa Maria della Misericordia", Udine, Italy
| | - Agata Sebastian
- Department of Rheumatology and Internal Medicine, Wroclaw Medical Hospital, Wroclaw, Poland
| | - Sonja Praprotnik
- Department of Rheumatology, University Medical Centre, Ljubljana, Slovenia
| | - Elena Bartoloni
- Rheumatology Unit, Department of Medicine, University of Perugia, Italy
| | - Seung-Ki Kwok
- Division of Rheumatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Marika Kvarnstrom
- Department of Medicine, Solna, Division of Experimental Rheumatology, Karolinska Institutet, and Karolinska University Hospital, Stockholm, Sweden
| | - Maureen Rischmueller
- Department of Rheumatology, The Queen Elizabeth Hospital, Discipline of Medicine, University of Adelaide, South Australia, Australia
| | - Roser Soláns-Laqué
- Department of Internal Medicine, Hospital Vall d'Hebron, Barcelona, Spain
| | - Damien Sene
- Service de Médecine Interne 2, Hôpital Lariboisière, Université Paris VII, Assistance Publique-Hôpitaux de Paris 2, Paris, France
| | - Sandra G. Pasoto
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina da Universidade de Sao Paulo, Brazil
| | - Yasunori Suzuki
- Division of Rheumatology, Kanazawa University Hospital, Kanazawa, Ishikawa, Japan
| | - David A. Isenberg
- Centre for Rheumatology, Division of Medicine, University College London, UK
| | - Valéria Valim
- Department of Medicine, Federal University of Espírito Santo, Vitória, Brazil
| | - Gunnel Nordmark
- Rheumatology, Department of Medical Sciences, University of Uppsala, Sweden
| | - Hideki Nakamura
- Department of Immunology and Rheumatology, Division of Advanced Preventive Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | | | - Benedikt Hofauer
- Otorhinolaryngology, Head and Neck Surgery, Technical University Munich, Germany
| | - Antoni Sisó-Almirall
- Primary Care Centre Les Corts, Consorci d’Atenció Primària de Salut Barcelona Esquerra (CAPSBE), Barcelona, Spain
| | - Roberto Giacomelli
- Clinical Unit of Rheumatology, School of Medicine, University of l'Aquila, Italy
| | | | - Michele Bombardieri
- Centre for Experimental Medicine and Rheumatology, Queen Mary University of London, UK
| | - Fabiola Atzeni
- IRCCS Galeazzi Orthopaedic Institute, Milan and Rheumatology Unit, University of Messina, Italy
| | - Daniel Hammenfors
- Department of Clinical Science, University of Bergen, and Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Brenda Maure
- Department of Internal Medicine, Complexo Hospitalario Universitario de Vigo, Spain
| | - Steven E. Carsons
- Division of Rheumatology, Allergy and Immunology, New York University Winthrop Hospital and NYU Langone Health, New York, NY, USA
| | - Tamer Gheita
- Rheumatology Department, Kasr Al Ainy School of Medicine, Cairo University, Cairo, Egypt
| | - Isabel Sánchez-Berná
- Department of Internal Medicine, Hospital Rey Juan Carlos de Móstoles, Madrid, Spain
| | | | - Jacques Morel
- Department of Rheumatology, Teaching Hospital and University of Montpellier, France
| | - Nevsun Inanç
- Marmara University, School of Medicine, Istanbul, Turkey
| | | | - César Morcillo
- Autoimmune Diseases Unit, Department of Medicine, Hospital CIMA- Sanitas, Barcelona, Spain
| | | | - Sheila Melchor
- Department of Rheumatology, Hospital 12 de Octubre, Madrid, Spain
| | - Marcos Vázquez
- Department of Rheumatology, Hospital de Clínicas, San Lorenzo, Paraguay
| | - Ericka Díaz-Cuiza
- Departamento de Reumatología del Seguro Social Universitario y consultorio privado de Reumatología, Sucre, Bolivia
| | - Sandra Consani-Fernández
- Internal Medicine, Hospital Maciel, and Universidad de la República (UdelaR), Montevideo, Uruguay
| | | | - Antónia Szántó
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Hungary
| | | | - Angelica Gattamelata
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, Italy
| | - Anneline Hinrichs
- Department of Rheumatology and Clinical Immunology, University Medical Centre Utrecht, The Netherlands
| | - Jorge Sánchez-Guerrero
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
| | - Debashish Danda
- Department of Clinical Immunology and Rheumatology, Christian Medical College and Hospital, Vellore, India
| | - Levent Kilic
- Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Salvatore De Vita
- Clinic of Rheumatology, Department of Medical and Biological Sciences, University Hospital "Santa Maria della Misericordia", Udine, Italy
| | - Piotr Wiland
- Department of Rheumatology and Internal Medicine, Wroclaw Medical Hospital, Wroclaw, Poland
| | - Roberto Gerli
- Rheumatology Unit, Department of Medicine, University of Perugia, Italy
| | - Sung-Hwan Park
- Division of Rheumatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Marie Wahren-Herlenius
- Department of Medicine, Solna, Division of Experimental Rheumatology, Karolinska Institutet, and Karolinska University Hospital, Stockholm, Sweden
| | - Hendrika Bootsma
- Department of Rheumatology and Clinical Immunology, University of Groningen, University Medical Centre Groningen, the Netherlands
| | - Xavier Mariette
- Centre for Immunology of Viral Infections and Autoimmune Diseases, Assistance Publique – Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Le Kremlin-Bicêtre, Université Paris Sud, INSERM, Paris, France
| | - Manuel Ramos-Casals
- Department of Autoimmune Diseases, ICMiD, University of Barcelona, Hospital Clínic, Barcelona, Spain.
| | - Pilar Brito-Zerón
- Autoimmune Diseases Unit, Department of Medicine, Hospital CIMA- Sanitas, Barcelona, Spain
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30
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Norheim KB, Imgenberg-Kreuz J, Alexsson A, Johnsen SJA, Bårdsen K, Brun JG, Dehkordi RK, Theander E, Mandl T, Jonsson R, Ng WF, Lessard CJ, Rasmussen A, Sivilis K, Ronnblom L, Omdal R. Genetic variants at the RTP4/MASP1 locus are associated with fatigue in Scandinavian patients with primary Sjögren's syndrome. RMD Open 2021; 7:rmdopen-2021-001832. [PMID: 34907023 PMCID: PMC8671987 DOI: 10.1136/rmdopen-2021-001832] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 07/19/2021] [Accepted: 11/19/2021] [Indexed: 01/22/2023] Open
Abstract
OBJECTIVES Fatigue is common and severe in primary Sjögren's syndrome (pSS). The aim of this study was to identify genetic determinants of fatigue in pSS through a genome-wide association study. METHODS Patients with pSS from Norway, Sweden, UK and USA with fatigue and genotype data available were included. After genotype imputation and quality control, 682 patients and 4 966 157 genetic markers were available. Association analysis in each cohort using linear regression with fatigue as a continuous variable and meta-analyses between the cohorts were performed. RESULTS Meta-analysis of the Norwegian and Swedish cohorts identified five polymorphisms within the same linkage disequilibrium block at the receptor transporter protein 4 (RTP4)/MASP1 locus associated with fatigue with genome-wide significance (GWS) (p<5×10-8). Patients homozygous for the major allele scored 25 mm higher on the fatigue Visual Analogue Scale than patients homozygous for the minor allele. There were no variants associated with fatigue with GWS in meta-analyses of the US/UK cohorts, or all four cohorts. RTP4 expression in pSS B cells was upregulated and positively correlated with the type I interferon score. Expression quantitative trait loci effects in whole blood for fatigue-associated variants at RTP4/MASP1 and levels of RTP4 and MASP1 expression were identified. CONCLUSION Genetic variations at RTP4/MASP1 are associated with fatigue in Scandinavian pSS patients. RTP4 encodes a Golgi chaperone that influences opioid pain receptor function and MASP1 is involved in complement activation. These results add evidence for genetic influence over fatigue in pSS.
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Affiliation(s)
- Katrine Brække Norheim
- Clinical Immunology Unit, Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway,Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Juliana Imgenberg-Kreuz
- Clinical Immunology Unit, Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway,Rheumatology and Science for Life Laboratory, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Andrei Alexsson
- Rheumatology and Science for Life Laboratory, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Svein Joar Auglænd Johnsen
- Clinical Immunology Unit, Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Kjetil Bårdsen
- Clinical Immunology Unit, Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Johan Gorgas Brun
- Department of Clinical Science, University of Bergen, Bergen, Norway,Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Rezvan Kiani Dehkordi
- Rheumatology and Science for Life Laboratory, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Elke Theander
- Department of Clinical Science, Lund University, Lund, Sweden
| | - Thomas Mandl
- Department of Clinical Science, Lund University, Lund, Sweden
| | - Roland Jonsson
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Wan-Fai Ng
- Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK,Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Christopher J Lessard
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Astrid Rasmussen
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Kathy Sivilis
- Translational Sciences, Rheumatology, Janssen Pharmaceutical Companies of Johnson and Johnson, New York, New York, USA
| | - Lars Ronnblom
- Rheumatology and Science for Life Laboratory, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Roald Omdal
- Clinical Immunology Unit, Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway,Department of Clinical Science, University of Bergen, Bergen, Norway
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Davies K, Dures E, Ng WF. Fatigue in inflammatory rheumatic diseases: current knowledge and areas for future research. Nat Rev Rheumatol 2021; 17:651-664. [PMID: 34599320 DOI: 10.1038/s41584-021-00692-1] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/27/2021] [Indexed: 02/08/2023]
Abstract
Fatigue is a complex phenomenon and an important health concern for many people with chronic inflammatory rheumatic diseases, such as rheumatoid arthritis, psoriatic arthritis, primary Sjögren syndrome and systemic lupus erythematosus. Although some clinical trials have shown the benefits of cognitive behavioural therapy in fatigue management, the effect of this approach is relatively modest, and no curative treatment has been identified. The pathogenesis of fatigue remains unclear. Despite many challenges and limitations, a growing body of research points to roles for the immune system, the central and autonomic nervous systems and the neuroendocrine system in the induction and maintenance of fatigue in chronic diseases. New insights indicate that sleep, genetic susceptibility, metabolic disturbances and other biological and physiological mechanisms contribute to fatigue. Furthermore, understanding of the relationships between psychosocial factors and fatigue is increasing. However, the interrelationships between these diverse mechanisms and fatigue remain poorly defined. In this Review, we outline various biological, physiological and psychosocial determinants of fatigue in inflammatory rheumatic diseases, and propose mechanistic and conceptual models of fatigue to summarize current understanding, stimulate debate and develop further research ideas.
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Affiliation(s)
- Kristen Davies
- Translational and Clinical Research Institute, Newcastle University and NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Emma Dures
- Academic Rheumatology, Bristol Royal Infirmary, Bristol, UK.,Faculty of Health and Applied Sciences, University of the West of England, Bristol, UK
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University and NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK. .,Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK.
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Abstract
Primary Sjögren's syndrome (pSS) is an autoimmune disease which primarily affects the exocrine glands, but can also affect other organs, including the nervous system. Many studies have reported evidence of autonomic nervous system (ANS) dysfunction in pSS which may contribute to a wide range of symptoms and functional burden. Symptoms of ANS dysfunction are common and widespread among patients with pSS and are associated with other features of the disease, particularly fatigue. Accumulating data on the inter-relationship between the ANS and the immune system via the vagus nerve have been reported. Vagus nerve stimulation (VNS) has also been associated with improvement in fatigue in patients with pSS. Taken together, these data suggest that the ANS may be a potential treatment target for pSS, in particularly those with fatigue being a predominant symptom. Future research to dissect the link between the ANS, immune dysregulation and clinical manifestations in pSS and to evaluate the potential of VNS as a therapy for pSS is warranted.
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Affiliation(s)
- Kristen Davies
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- National Institute for Health Research (NIHR) Newcastle Biomedical Research Centre, Newcastle University and Newcastle upon Tyne Hospitals National Health Service (NHS) Foundation Trust, Newcastle upon Tyne, United Kingdom
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33
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Rayner F, Anderson AE, Baker KF, Buckley CD, Dyke B, Fenton S, Filer A, Goodyear CS, Hilkens CMU, Hiu S, Kerrigan S, Kurowska-Stolarska M, Matthews F, McInnes I, Ng WF, Pratt AG, Prichard J, Raza K, Siebert S, Stocken D, Teare MD, Young S, Isaacs JD. BIOlogical Factors that Limit sustAined Remission in rhEumatoid arthritis (the BIO-FLARE study): protocol for a non-randomised longitudinal cohort study. BMC Rheumatol 2021; 5:22. [PMID: 34275488 PMCID: PMC8286860 DOI: 10.1186/s41927-021-00194-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 04/09/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Our knowledge of immune-mediated inflammatory disease (IMID) aetiology and pathogenesis has improved greatly over recent years, however, very little is known of the factors that trigger disease relapses (flares), converting diseases from inactive to active states. Focussing on rheumatoid arthritis (RA), the challenge that we will address is why IMIDs remit and relapse. Extrapolating from pathogenetic factors involved in disease initiation, new episodes of inflammation could be triggered by recurrent systemic immune dysregulation or locally by factors within the joint, either of which could be endorsed by overarching epigenetic factors or changes in systemic or localised metabolism. METHODS The BIO-FLARE study is a non-randomised longitudinal cohort study that aims to enrol 150 patients with RA in remission on a stable dose of non-biologic disease-modifying anti-rheumatic drugs (DMARDs), who consent to discontinue treatment. Participants stop their DMARDs at time 0 and are offered an optional ultrasound-guided synovial biopsy. They are studied intensively, with blood sampling and clinical evaluation at weeks 0, 2, 5, 8, 12 and 24. It is anticipated that 50% of participants will have a disease flare, whilst 50% remain in drug-free remission for the study duration (24 weeks). Flaring participants undergo an ultrasound-guided synovial biopsy before reinstatement of previous treatment. Blood samples will be used to investigate immune cell subsets, their activation status and their cytokine profile, autoantibody profiles and epigenetic profiles. Synovial biopsies will be examined to profile cell lineages and subtypes present at flare. Blood, urine and synovium will be examined to determine metabolic profiles. Taking into account all generated data, multivariate statistical techniques will be employed to develop a model to predict impending flare in RA, highlighting therapeutic pathways and informative biomarkers. Despite initial recruitment to time and target, the SARS-CoV-2 pandemic has impacted significantly, and a decision was taken to close recruitment at 118 participants with complete data. DISCUSSION This study aims to investigate the pathogenesis of flare in rheumatoid arthritis, which is a significant knowledge gap in our understanding, addressing a major unmet patient need. TRIAL REGISTRATION The study was retrospectively registered on 27/06/2019 in the ISRCTN registry 16371380 .
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Affiliation(s)
- Fiona Rayner
- Translational and Clinical Research Institute, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK.
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
| | - Amy E Anderson
- Translational and Clinical Research Institute, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
| | - Kenneth F Baker
- Translational and Clinical Research Institute, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Christopher D Buckley
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute for Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Bernard Dyke
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute for Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Sally Fenton
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute for Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Andrew Filer
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute for Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Carl S Goodyear
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | - Catharien M U Hilkens
- Translational and Clinical Research Institute, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
| | - Shaun Hiu
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Sean Kerrigan
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | | | - Fiona Matthews
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Iain McInnes
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Arthur G Pratt
- Translational and Clinical Research Institute, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Jonathan Prichard
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Karim Raza
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute for Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Department of Rheumatology, Sandwell and West Birmingham NHS Trust, Birmingham, UK
| | - Stefan Siebert
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | - Deborah Stocken
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - M Dawn Teare
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Stephen Young
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute for Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - John D Isaacs
- Translational and Clinical Research Institute, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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Cole M, Yap C, Buckley C, Ng WF, McInnes I, Filer A, Siebert S, Pratt A, Isaacs JD, Stocken DD. TRAFIC: statistical design and analysis plan for a pragmatic early phase 1/2 Bayesian adaptive dose escalation trial in rheumatoid arthritis. Trials 2021; 22:433. [PMID: 34229728 PMCID: PMC8259060 DOI: 10.1186/s13063-021-05384-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 03/17/2021] [Accepted: 06/17/2021] [Indexed: 11/19/2022] Open
Abstract
Background Adaptive model-based dose-finding designs have demonstrated advantages over traditional rule-based designs but have increased statistical complexity but uptake has been slow especially outside of cancer trials. TRAFIC is a multi-centre, early phase trial in rheumatoid arthritis incorporating a model-based design. Methods A Bayesian adaptive dose-finding phase I trial rolling into a single-arm, single-stage phase II trial. Model parameters for phase I were chosen via Monte Carlo simulation evaluating objective performance measures under clinically relevant scenarios and incorporated stopping rules for early termination. Potential designs were further calibrated utilising dose transition pathways. Discussion TRAFIC is an MRC-funded trial of a re-purposed treatment demonstrating that it is possible to design, fund and implement a model-based phase I trial in a non-cancer population within conventional research funding tracks and regulatory constraints. The phase I design allows borrowing of information from previous trials, all accumulated data to be utilised in decision-making, verification of operating characteristics through simulation, improved understanding for management and oversight teams through dose transition pathways. The rolling phase II design brings efficiencies in trial conduct including site and monitoring activities and cost. TRAFIC is the first funded model-based dose-finding trial in inflammatory disease demonstrating that small phase I/II trials can have an underlying statistical basis for decision-making and interpretation. Trial registration Trials Registration: ISRCTN, ISRCTN36667085. Registered on September 26, 2014.
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Affiliation(s)
- M Cole
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - C Yap
- Clinical Trials and Statistics Unit, The Institute of Cancer Research, London, Sutton, UK
| | - C Buckley
- School of Immunity and Infection, University of Birmingham, Birmingham, UK
| | - W F Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - I McInnes
- College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - A Filer
- School of Immunity and Infection, University of Birmingham, Birmingham, UK
| | - S Siebert
- College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - A Pratt
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - J D Isaacs
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - D D Stocken
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK.
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35
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Price E, Allen A, Rauz S, Tappuni A, Sutcliffe N, Bombardieri M, Carty S, Ciurtin C, Crampton B, Duncalfe L, Fisher B, Glennon P, Hackett KL, Larkin G, Ng WF, Ramanan AV, Rassam S, Walsh SB, Bowman S. The management of Sjögren's syndrome: British Society for Rheumatology guideline scope. Rheumatology (Oxford) 2021; 60:2122-2127. [PMID: 33331922 DOI: 10.1093/rheumatology/keaa870] [Citation(s) in RCA: 3] [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: 09/11/2020] [Revised: 12/01/2020] [Accepted: 12/01/2020] [Indexed: 11/13/2022] Open
Abstract
The guideline will be developed using the methods and processes outlined in Creating Clinical Guidelines: Our Protocol [1]. This development process to produce guidance, advice and recommendations for practice has National Institute for Health and Care Excellence (NICE) accreditation.
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Affiliation(s)
| | | | - Saaeha Rauz
- Academic Unit of Ophthalmology, Birmingham and Midland, Eye Centre, University of Birmingham, Birmingham
| | | | - Nurhan Sutcliffe
- Department of Rheumatology, Mile End Hospital, Barts and The London School of Medicine and Dentistry, Queen Mary University of London
| | - Michele Bombardieri
- William Harvey Research Institute, Centre for Experimental Medicine and Rheumatology, London
| | - Sara Carty
- Rheumatology , Great Western Hospital, Swindon
| | - Coziana Ciurtin
- Department of Rheumatology, University College London Hospitals NHS Trust, London
| | | | - Lisa Duncalfe
- Rheumatology, New Queen Elizabeth Hospital Birmingham
| | - Benjamin Fisher
- Rheumatology Research Group, Centre for Translational Inflammation Research, University of Birmingham Research Laboratories, Queen Elizabeth Hospital, Birmingham
| | | | - Katie L Hackett
- Social Work, Education and Community Wellbeing, Northumbria University, Newcastle upon Tyne
| | - Genevieve Larkin
- Ophthalmology, King's College Hospital NHS Foundation Trust, London
| | - Wan-Fai Ng
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne
| | - Athimalaipet V Ramanan
- Paediatric Rheumatology, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol
| | - Saad Rassam
- Haemato-Oncology, Maidstone and Tunbridge Wells NHS Trust, Maidstone
| | - Stephen B Walsh
- Centre for Nephrology, University College London, UCL Hampstead Campus, Royal Free Hospital, London
| | - Simon Bowman
- Rheumatology Department, Selly Oak Hospital, University Hospital Birmingham, Birmingham, UK
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36
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Pratt AG, Siebert S, Cole M, Stocken DD, Yap C, Kelly S, Shaikh M, Cranston A, Morton M, Walker J, Frame S, Ng WF, Buckley CD, McInnes IB, Filer A, Isaacs JD. Targeting synovial fibroblast proliferation in rheumatoid arthritis (TRAFIC): an open-label, dose-finding, phase 1b trial. Lancet Rheumatol 2021; 3:e337-e346. [PMID: 33928262 PMCID: PMC8062952 DOI: 10.1016/s2665-9913(21)00061-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Background Current rheumatoid arthritis therapies target immune inflammation and are subject to ceiling effects. Seliciclib is an orally available cyclin-dependent kinase inhibitor that suppresses proliferation of synovial fibroblasts—cells not yet targeted in rheumatoid arthritis. Part 1 of this phase 1b/2a trial aimed to establish the maximum tolerated dose of seliciclib in patients with active rheumatoid arthritis despite ongoing treatment with TNF inhibitors, and to evaluate safety and pharmacokinetics. Methods Phase 1b of the TRAFIC study was a non-randomised, open-label, dose-finding trial done in rheumatology departments in five UK National Health Service hospitals. Eligible patients (aged ≥18 years) fulfilled the 1987 American College of Rheumatology (ACR) or the 2010 ACR–European League Against Rheumatism classification criteria for rheumatoid arthritis and had moderate to severe disease activity (a Disease Activity Score for 28 joints [DAS28] of ≥3·2) despite stable treatment with anti-TNF therapy for at least 3 months before enrolment. Participants were recruited sequentially to a maximum of seven cohorts of three participants each, designated to receive seliciclib 200 mg, 400 mg, 600 mg, 800 mg, or 1000 mg administered in 200 mg oral capsules. Sequential cohorts received doses determined by a restricted, one-stage Bayesian continual reassessment model, which determined the maximum tolerated dose (the primary outcome) based on a target dose-limiting toxicity rate of 35%. Seliciclib maximum concentration (Cmax) and area under the plasma concentration time curve 0–6 h (AUC0–6) were measured. This study is registered with ISRCTN, ISRCTN36667085. Findings Between Oct 8, 2015, and Aug 15, 2017, 37 patients were screened and 15 were enrolled to five cohorts and received seliciclib, after which the trial steering committee and the data monitoring committee determined that the maximum tolerated dose could be defined. In addition to a TNF inhibitor, ten (67%) enrolled patients were taking conventional synthetic disease modifying antirheumatic drugs. The maximum tolerated dose of seliciclib was 400 mg, with an estimated dose-limiting toxicity probability of 0·35 (90% posterior probability interval 0·18–0·52). Two serious adverse events occurred (one acute kidney injury in a patient receiving the 600 mg dose and one drug-induced liver injury in a patient receiving the 400 mg dose), both considered to be related to seliciclib and consistent with its known safety profile. 65 non-serious adverse events occurred during the trial, 50 of which were considered to be treatment related. Most treatment-related adverse events were mild; 20 of the treatment-related non-serious adverse events contributed to dose-limiting toxicities. There were no deaths. Average Cmax and AUC0–6 were two-times higher in participants developing dose-limiting toxicities. Interpretation The maximum tolerated dose of seliciclib has been defined for rheumatoid arthritis refractory to TNF blockade. No unexpected safety concerns were identified to preclude ongoing clinical evaluation in a formal efficacy trial. Funding UK Medical Research Council, Cyclacel, Research into Inflammatory Arthritis Centre (Versus Arthritis), and the National Institute of Health Research Newcastle and Birmingham Biomedical Research Centres and Clinical Research Facilities.
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Affiliation(s)
- Arthur G Pratt
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Stefan Siebert
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | - Michael Cole
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Deborah D Stocken
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Christina Yap
- Clinical Trial and Statistics Unit, The Institute of Cancer Research, London, UK
| | - Stephen Kelly
- Department of Rheumatology, Barts Health NHS Trust, London, UK
| | - Muddassir Shaikh
- Department of Rheumatology, James Cook University Hospital, Middlesbrough, UK
| | - Amy Cranston
- Clinical Trials Unit, Newcastle University, Newcastle upon Tyne, UK
| | - Miranda Morton
- Clinical Trials Unit, Newcastle University, Newcastle upon Tyne, UK
| | - Jenn Walker
- Clinical Trials Unit, Newcastle University, Newcastle upon Tyne, UK
| | | | - Wan-Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Christopher D Buckley
- National Institute for Health Research Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Iain B McInnes
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | - Andrew Filer
- National Institute for Health Research Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - John D Isaacs
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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37
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Posada J, Fisher BA, Ng WF. Reply. Arthritis Rheumatol 2020; 73:718-719. [PMID: 33164338 DOI: 10.1002/art.41581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 10/05/2020] [Indexed: 11/11/2022]
Affiliation(s)
| | - Benjamin A Fisher
- NIHR Birmingham Biomedical Research Centre University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Wan-Fai Ng
- Newcastle University and NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK
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38
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Affiliation(s)
- Wan-Fai Ng
- Translational and Clinical Research Institute. Newcastle University, Newcastle upon Tyne, NE2 4HH UK.
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39
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Acar-Denizli N, Horváth IF, Mandl T, Priori R, Vissink A, Hernandez-Molina G, Armagan B, Praprotnik S, Sebastian A, Bartoloni E, Rischmueller M, Pasoto SG, Nordmark G, Nakamura H, Fernandes Moça Trevisani V, Retamozo S, Carsons SE, Maure-Noia B, Sánchez-Berná I, López-Dupla M, Fonseca-Aizpuru E, Melchor Díaz S, Vázquez M, Díaz Cuiza PE, de Miguel Campo B, Ng WF, Rasmussen A, Dong X, Li X, Baldini C, Seror R, Gottenberg JE, Kruize AA, Sandhya P, Gandolfo S, Kwok SK, Kvarnstrom M, Solans R, Sene D, Suzuki Y, Isenberg DA, Valim V, Hofauer B, Giacomelli R, Devauchelle-Pensec V, Atzeni F, Gheita TA, Morel J, Izzo R, Kalyoncu U, Szántó A, Olsson P, Bootsma H, Ramos-Casals M, Kostov B, Brito-Zerón P. Systemic phenotype related to primary Sjögren's syndrome in 279 patients carrying isolated anti-La/SSB antibodies. Clin Exp Rheumatol 2020; 38 Suppl 126:85-94. [PMID: 33095152] [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] [Received: 08/17/2020] [Accepted: 09/03/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVES To evaluate the systemic phenotype associated with the presence of isolated anti-La/SSB antibodies in a large international registry of patients with primary Sjögren's syndrome (pSS) fulfilling the 2002 classification criteria. METHODS The Big Data Sjögren Project Consortium is an international, multicentre registry created in 2014. Baseline clinical information from leading centres on clinical research in SS of the 5 continents was collected. Combination patterns of anti-Ro/SSA-La/SSB antibodies at the time of diagnosis defined the following four immunological phenotypes: double positive (combined Ro/SSA and La/SSB,) isolated anti-Ro/SSA, isolated anti-La/SSB, and immunonegative. RESULTS The cohort included 12,084 patients (11,293 females, mean 52.4 years) with recorded ESSDAI scores available. Among them, 279 (2.3%) had isolated anti-La/SSB antibodies. The mean total ESSDAI score at diagnosis of patients with pSS carrying isolated anti-La/SSB was 6.0, and 80.4% of patients had systemic activity (global ESSDAI score ≥1) at diagnosis. The domains with the highest frequency of active patients were the biological (42.8%), glandular (36.8%) and articular (31.2%) domains. Patients with isolated anti-La/SSB showed a higher frequency of active patients in all ESSDAI domains but two (articular and peripheral nerve) in comparison with immune-negative patients, and even a higher absolute frequency in six clinical ESSDAI domains in comparison with patients with isolated anti-Ro/SSA. In addition, patients with isolated anti-La/SSB showed a higher frequency of active patients in two ESSDAI domains (pulmonary and glandular) with respect to the most active immunological subset (double-positive antibodies). Meanwhile, systemic activity detected in patients with isolated anti-La/SSB was overwhelmingly low. Even in ESSDAI domains where patients with isolated anti-La/SSB had the highest frequencies of systemic activity (lymphadenopathy and muscular), the percentage of patients with moderate or high activity was lower in comparison with the combined Ro/SSA and La/SSB group. CONCLUSIONS Patients carrying isolated La/SSB antibodies represent a very small subset of patients with a systemic SS phenotype characterised by a significant frequency of active patients in most clinical ESSDAI domains but with a relative low frequency of the highest severe organ-specific involvements. Primary SS still remains the best clinical diagnosis for this subset of patients.
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Affiliation(s)
- Nihan Acar-Denizli
- Department of Statistics and Operations Research, Universitat Politècnica de Catalunya, Barcelona, Spain
| | - Ildiko-Fanny Horváth
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Hungary
| | - Thomas Mandl
- Department of Rheumatology, Skane University Hospital Malmö, Lund University, Sweden
| | - Roberta Priori
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, Italy
| | - Arjan Vissink
- Department of Oral and Maxillofacial Surgery, University of Groningen, University Medical Center Groningen, The Netherlands
| | - Gabriela Hernandez-Molina
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
| | - Berkan Armagan
- Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Sonja Praprotnik
- Department of Rheumatology, University Medical Centre, Ljubljana, Slovenia
| | - Agata Sebastian
- Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Wroclaw, Poland
| | - Elena Bartoloni
- Rheumatology Unit, Department of Medicine, University of Perugia, Italy
| | - Maureen Rischmueller
- Department of Rheumatology, The Queen Elizabeth Hospital, Discipline of Medicine, University of Adelaide, SA, Australia
| | - Sandra G Pasoto
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Brazil
| | - Gunnel Nordmark
- Rheumatology, Department of Medical Sciences, Uppsala University, Sweden
| | - Hideki Nakamura
- Department of Immunology and Rheumatology, Division of Advanced Preventive Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | | | - Soledad Retamozo
- Instituto Modelo de Cardiología Privado SRL, Córdoba, and Instituto Universitario de Ciencias Biomédicas de Córdoba (IUCBC), Córdoba, Argentina
| | - Steven E Carsons
- Division of Rheumatology, Allergy and Immunology, NYU Long Island School of Medicine, Mineola, NY, USA
| | - Brenda Maure-Noia
- Department of Autoimmune Diseases, Complexo Hospitalario Universitario de Vigo, Spain
| | - Isabel Sánchez-Berná
- Department of Internal Medicine, Hospital Rey Juan Carlos de Móstoles, Madrid, Spain
| | | | | | | | - Marcos Vázquez
- Department of Rheumatology, Hospital de Clínicas, San Lorenzo, Paraguay
| | - P Ericka Díaz Cuiza
- Departamento de Reumatología del Seguro Social Universitario y consultorio privado de Reumatología, Sucre, Bolivia
| | | | - Wan-Fai Ng
- Institute of Cellular Medicine, Newcastle University, and NIHR Biomedical Research Centre, Newcastle Upon Tyne, UK
| | - Astrid Rasmussen
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Xu Dong
- Department of Rheumatology, Peking Union Medical College Hospital, Beijing, China
| | - Xiaomei Li
- Department of Rheumatology and Immunology, Anhui Provincial Hospital, Hefei, China
| | | | - Raphaele Seror
- Centre for Immunology of Viral Infections and Autoimmune Diseases, Assistance Publique - Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Le Kremlin-Bicêtre, Université Paris Sud, INSERM, Paris, France
| | - Jacques-Eric Gottenberg
- Department of Rheumatology, Strasbourg University Hospital, Université de Strasbourg, CNRS, Strasbourg, France
| | - Aike A Kruize
- Department of Rheumatology and Clinical Immunology, University Medical Centre Utrecht, The Netherlands
| | - Pulukool Sandhya
- Department of Clinical Immunology & Rheumatology, Christian Medical College & Hospital, Vellore, India
| | - Saviana Gandolfo
- Clinic of Rheumatology, Department of Medical and Biological Sciences, University Hospital 'Santa Maria della Misericordia', Udine, Italy
| | - Seung-Ki Kwok
- Division of Rheumatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Marika Kvarnstrom
- Department of Medicine, Solna, Division of Experimental Rheumatology, Karolinska Institutet, and Karolinska University Hospital, Stockholm, Sweden
| | - Roser Solans
- Department of Internal Medicine, Hospital Vall d'Hebron, Barcelona, Spain
| | - Damien Sene
- Service de Médecine Interne 2, Hôpital Lariboisière, Université Paris VII, Assistance Publique-Hôpitaux de Paris, France
| | - Yasunori Suzuki
- Division of Rheumatology , Kanazawa University Hospital, Kanazawa, Ishikawa, Japan
| | - David A Isenberg
- Centre for Rheumatology, Division of Medicine, University College London, UK
| | - Valeria Valim
- Department of Medicine, Federal University of Espírito Santo, Vitória, Brazil
| | - Benedikt Hofauer
- Otorhinolaryngology, Head and Neck Surgery, Technical University Munich, Germany
| | - Roberto Giacomelli
- Clinical Unit of Rheumatology, School of Medicine, University of L'Aquila, Italy
| | | | - Fabiola Atzeni
- IRCCS Galeazzi Orthopaedic Institute, Milan and Rheumatology Unit, University of Messina, Italy
| | - Tamer A Gheita
- Rheumatology Department, Kasr Al Ainy School of Medicine, Cairo University, Cairo, Egypt
| | - Jacques Morel
- Department of Rheumatology, Teaching Hospital and University of Montpellier, France
| | - Raffaella Izzo
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, Italy
| | - Umut Kalyoncu
- Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Antónia Szántó
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Hungary
| | - Peter Olsson
- Department of Rheumatology, Skane University Hospital Malmö, Lund University, Sweden
| | - Hendrika Bootsma
- Department of Rheumatology and Clinical Immunology, University of Groningen, University Medical Centre Groningen, The Netherlands
| | - Manuel Ramos-Casals
- Sjögren Syndrome Research Group (AGAUR), Laboratory of Autoimmune Diseases Josep Font, IDIBAPS-CELLEX, Department of Autoimmune Diseases, ICMiD, University of Barcelona, Hospital Clínic, Barcelona, Spain.
| | - Belchin Kostov
- Department of Statistics and Operations Research, Universitat Politècnica de Catalunya, Barcelona, and Primary Healthcare Transversal Research Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Primary Care Centre Les Corts, Consorci d'Atenció Primària de Salut Barcelona Esquerra (CAPSBE), Barcelona, Spain
| | - Pilar Brito-Zerón
- Sjögren Syndrome Research Group (AGAUR), Laboratory of Autoimmune Diseases Josep Font, IDIBAPS-CELLEX, Department of Autoimmune Diseases, ICMiD, University of Barcelona, Hospital Clínic, Barcelona, and Autoimmune Diseases Unit, Department of Medicine, Hospital CIMA-Sanitas, Barcelona, Spain
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Siebert S, Pratt AG, Stocken DD, Morton M, Cranston A, Cole M, Frame S, Buckley CD, Ng WF, Filer A, McInnes IB, Isaacs JD. Targeting the rheumatoid arthritis synovial fibroblast via cyclin dependent kinase inhibition: An early phase trial. Medicine (Baltimore) 2020; 99:e20458. [PMID: 32590730 PMCID: PMC7328978 DOI: 10.1097/md.0000000000020458] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Accepted: 04/28/2020] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Targeted biologic therapies demonstrate similar efficacies in rheumatoid arthritis despite distinct mechanisms of action. They also exhibit a ceiling effect, with 10% to 20% of patients achieving remission in clinical trials. None of these therapies target synovial fibroblasts, which drive and maintain synovitis. Seliciclib (R-roscovitine) is an orally available cyclin-dependent kinase inhibitor that suppresses fibroblast proliferation, and is efficacious in preclinical arthritis models. We aim to determine the toxicity and preliminary efficacy of seliciclib in combination with biologic therapies, to inform its potential as an adjunctive therapy in rheumatoid arthritis. METHODS AND ANALYSIS TRAFIC is a non-commercial, multi-center, rolling phase Ib/IIa trial investigating the safety, tolerability, and efficacy of seliciclib in patients with moderate to severe rheumatoid arthritis receiving biologic therapies. All participants receive seliciclib with no control arm. The primary objective of part 1 (phase Ib) is to determine the maximum tolerated dose and safety of seliciclib over 4 weeks of dosing. Part 1 uses a restricted 1-stage Bayesian continual reassessment method based on a target dose-limiting toxicity probability of 35%. Part 2 (phase IIa) assesses the potential efficacy of seliciclib, and is designed as a single arm, single stage early phase trial based on a Fleming-A'Hern design using the maximum tolerated dose recommended from part 1. The primary response outcome after 12 weeks of therapy is a composite of clinical, histological and magnetic resonance imaging scores. Secondary outcomes include adverse events, pharmacodynamic and pharmacokinetic parameters, autoantibodies, and fatigue. ETHICS AND DISSEMINATION The study has been reviewed and approved by the North East - Tyne & Wear South Research Ethics Committee (reference 14/NE/1075) and the Medicines and Healthcare Products Regulatory Agency (MHRA), United Kingdom. Results will be disseminated through publication in relevant peer-reviewed journals and presentation at national and international conferences. TRIALS REGISTRATION ISRCTN, ISRCTN36667085. Registered on September 26, 2014; http://www.isrctn.com/ISRCTN36667085Current protocol version: Protocol version 11.0 (March 21, 2019).
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Affiliation(s)
- Stefan Siebert
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow
| | - Arthur G. Pratt
- Translational and Experimental Medicine Institute, Newcastle University and Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne
| | | | - Miranda Morton
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne
| | - Amy Cranston
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne
| | - Michael Cole
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne
| | | | - Christopher D. Buckley
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute for Inflammation and Ageing, University of Birmingham, Birmingham
- Kennedy Institute of Rheumatology, Roosevelt Drive, Headington University of Oxford, Oxford, UK
| | - Wan-Fai Ng
- Translational and Experimental Medicine Institute, Newcastle University and Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne
| | - Andrew Filer
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and Institute for Inflammation and Ageing, University of Birmingham, Birmingham
| | - Iain B. McInnes
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow
| | - John D. Isaacs
- Translational and Experimental Medicine Institute, Newcastle University and Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne
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Traianos EY, Locke J, Lendrem D, Bowman S, Hargreaves B, Macrae V, Tarn JR, Ng WF. Serum CXCL13 levels are associated with lymphoma risk and lymphoma occurrence in primary Sjögren's syndrome. Rheumatol Int 2020; 40:541-548. [PMID: 32047959 PMCID: PMC7069897 DOI: 10.1007/s00296-020-04524-5] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 01/21/2020] [Indexed: 12/19/2022]
Abstract
Primary Sjögren's syndrome (pSS) is an autoimmune disease characterised by an increased risk for non-Hodgkin lymphoma (NHL) development. Ectopic germinal centre (GC) in the salivary gland is associated with increased NHL risk in pSS, and the chemokine CXCL13 is implicated in B-cell migration and GC formation. Serum CXCL13 concentrations were quantified by ELISA in 48 healthy individuals, 273 pSS patients without NHL (pSS-nonL), and 38 pSS patients with NHL (pSS-NHL+) from the United Kingdom Primary Sjögren's Syndrome Registry cohort. PSS-nonL patients were stratified into low risk (LR), moderate risk (MR) and high risk (HR) groups according to the lymphoma risk score proposed by Fragkioudaki et al. Differences in serum CXCL13 levels among groups were analysed using the Wilcoxon method. Also, changes in serum CXCL13 over a time period of at least 1 year and a median 4 years were assessed for 200 pSS-nonL and 8 pSS-NHL+ patients. In addition, associations of serum CXCL13 with B-cell and inflammatory markers were investigated by correlation analyses and logistic regression. Serum CXCL13 levels were higher in all pSS groups compared to controls (p < 0.0001), and in pSS-NHL+ compared to pSS-nonL patients (p = 0.0204). LR patients had lower CXCL13 levels than MR patients (p < 0.0001) and pSS-NHL+ patients (p = 0.0008). CXCL13 levels remained stable over the study period for all pSS groups. CXCL13 was associated (p < 0.0005) with Immunoglobulin G (IgG), B-cell activating factor, β2 microglobulin, combined free light chains, κ and λ light chains, anti-Ro/SSA, anti-La/SSB, and erythrocyte sedimentation rate. IgG and C3 controlled for age and gender were significantly associated with NHL risk in pSS. Serum CXCL13 levels were elevated in pSS-NHL+ and MR patients compared to LR patients and remained stable over time. Further study is required to investigate the role of CXCL13 in pSS-associated NHL risk.
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Affiliation(s)
- Emmanuella Young Traianos
- Musculoskeletal Research Group, Faculty of Medical Sciences, Institute of Cellular Medicine, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH UK
| | - James Locke
- Musculoskeletal Research Group, Faculty of Medical Sciences, Institute of Cellular Medicine, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH UK
| | - Dennis Lendrem
- Musculoskeletal Research Group, Faculty of Medical Sciences, Institute of Cellular Medicine, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH UK
| | | | - Ben Hargreaves
- NIHR Newcastle Biomedical Research Center, Newcastle upon Tyne, UK
| | - Victoria Macrae
- NIHR Newcastle Biomedical Research Center, Newcastle upon Tyne, UK
| | - UK primary Sjögren’s syndrome registry
- Musculoskeletal Research Group, Faculty of Medical Sciences, Institute of Cellular Medicine, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH UK
- Univesity Hospital Birmingham, Birmingham, UK
- NIHR Newcastle Biomedical Research Center, Newcastle upon Tyne, UK
| | - Jessica Rachael Tarn
- Musculoskeletal Research Group, Faculty of Medical Sciences, Institute of Cellular Medicine, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH UK
| | - Wan-Fai Ng
- Musculoskeletal Research Group, Faculty of Medical Sciences, Institute of Cellular Medicine, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH UK
- NIHR Newcastle Biomedical Research Center, Newcastle upon Tyne, UK
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Fisher BA, Szanto A, Ng WF, Bombardieri M, Posch MG, Papas AS, Farag AM, Daikeler T, Bannert B, Kyburz D, Kivitz AJ, Carsons SE, Isenberg DA, Barone F, Bowman SJ, Espié P, Floch D, Dupuy C, Ren X, Faerber PM, Wright AM, Hockey HU, Rotte M, Milojevic J, Avrameas A, Valentin MA, Rush JS, Gergely P. Assessment of the anti-CD40 antibody iscalimab in patients with primary Sjögren's syndrome: a multicentre, randomised, double-blind, placebo-controlled, proof-of-concept study. Lancet Rheumatol 2020; 2:e142-e152. [PMID: 38263652 DOI: 10.1016/s2665-9913(19)30135-3] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 11/25/2019] [Accepted: 11/26/2019] [Indexed: 11/20/2022]
Abstract
BACKGROUND Primary Sjögren's syndrome is an autoimmune disease that presents as dryness of the mouth and eyes due to impairment of the exocrine glands. To our knowledge, no systemic therapies for primary Sjögren's syndrome have shown efficacy. CD40-CD154-mediated T cell-B cell interactions in primary Sjögren's syndrome contribute to aberrant lymphocyte activation in inflamed tissue, leading to sialadenitis and other tissue injury. Therefore, we investigated the safety and preliminary efficacy of iscalimab (CFZ533), a novel anti-CD40 monoclonal antibody, in patients with primary Sjögren's syndrome. METHODS This multicentre, randomised, double-blind, placebo-controlled, proof-of-concept study took place at ten investigational sites across Europe (UK, n=4; Germany, Switzerland, and Hungary, n=1 each) and the USA (n=3). Eligible patients were aged 18-75 years and fulfilled the 2002 American European consensus group diagnostic classification criteria for primary Sjögren's syndrome. In the double-blind phase of the trial, patients were randomly assigned (2:1) via computer-generated unique randomisation numbers to receive subcutaneous iscalimab (3 mg/kg) or placebo at weeks 0, 2, 4, and 8 (cohort 1) or intravenous iscalimab (10 mg/kg) or placebo at weeks 0, 2, 4, and 8 (cohort 2). Randomisation was stratified according to baseline intake of oral corticosteroids. At week 12, patients in both cohorts received open-label iscalimab (same dose and route) for 12 weeks. The primary objectives of the study were to assess the safety, tolerability, and efficacy of multiple doses of iscalimab in the two sequential dose cohorts. Safety and tolerability were assessed by adverse events and efficacy of iscalimab versus placebo was assessed by clinical disease activity, as measured by the change in European League Against Rheumatism Sjögren's syndrome disease activity index (ESSDAI) score after 12 weeks of treatment. Analyses were done on a per-protocol basis. The trial was registered with ClinicalTrials.gov, NCT02291029. FINDINGS Between Oct 22, 2014, and June 28, 2016, we assessed 82 patients for eligibility (25 for cohort 1 and 57 for cohort 2). 38 patients were excluded because of ineligibility. In cohort 1, 12 patients were randomly assigned to receive either 3 mg/kg doses of iscalimab (n=8) or placebo (n=4), and in cohort 2, 32 patients were randomly assigned to receive either intravenous 10 mg/kg doses of iscalimab (n=21) or placebo (n=11). Adverse events were similar between iscalimab treatment groups and placebo groups, with adverse events occurring in all patients in cohort 1, and in 52% and 64% of the iscalimab and placebo groups, respectively, in cohort 2. Two serious adverse events were reported (one case of bacterial conjunctivitis in cohort 1 and one case of atrial fibrillation in cohort 2), which were unrelated to treatment with iscalimab. Intravenous treatment with iscalimab resulted in a mean reduction of 5·21 points (95% CI 0·96-9·46; one-sided p=0·0090) in ESSDAI score compared with placebo. There was no signficiant difference in ESSDAI score between subcutaneous iscalimab and placebo. INTERPRETATION To our knowledge, this is the first randomised, placebo-controlled proof-of-concept study of a new investigational drug for primary Sjögren's syndrome that indicates preliminary efficacy. Our data suggest a role of CD40-CD154 interactions in primary Sjögren's syndrome pathology and the therapeutic potential for CD40 blockade in this disease should be investigated further. FUNDING Novartis Pharma.
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Affiliation(s)
- Benjamin A Fisher
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre and Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK; Rheumatology Department, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Antonia Szanto
- Division of Clinical Immunology, Department of Internal Medicine, University of Debrecen, Debrecen, Hungary
| | - Wan-Fai Ng
- NIHR Newcastle Biomedical Research Centre and Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK; Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Michele Bombardieri
- William Harvey Research Institute, Queen Mary University of London, London, UK
| | | | - Athena S Papas
- Division of Oral Medicine, Tufts University School of Dental Medicine, Tufts University, Boston, USA
| | - Arwa M Farag
- Division of Oral Medicine, Tufts University School of Dental Medicine, Tufts University, Boston, USA; Department of Oral Diagnostic Science, Faculty of Dentistry, King AbdulAziz University, Jeddah, Saudi Arabia
| | - Thomas Daikeler
- Department of Rheumatology, University Hospital Basel, Basel, Switzerland
| | - Bettina Bannert
- Department of Rheumatology, University Hospital Basel, Basel, Switzerland
| | - Diego Kyburz
- Department of Rheumatology, University Hospital Basel, Basel, Switzerland
| | - Alan J Kivitz
- Department of Rheumatology, Altoona Center for Clinical Research, Duncansville, PA, USA
| | - Steven E Carsons
- Division of Rheumatology, Allergy and Immunology NYU Winthrop Hospital, NYU Long Island School of Medicine, New York, NY, USA
| | - David A Isenberg
- Centre for Rheumatology, Department of Medicine, University College London Hospital, London, UK
| | - Francesca Barone
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre and Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK; Rheumatology Department, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Simon J Bowman
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre and Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK; Rheumatology Department, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Pascal Espié
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - David Floch
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Cyrielle Dupuy
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Xiaohui Ren
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Petra M Faerber
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | | | | | - Michael Rotte
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Julie Milojevic
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | | | | | - James S Rush
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Peter Gergely
- Novartis Institutes for Biomedical Research, Basel, Switzerland.
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Brito-Zerón P, Acar-Denizli N, Ng WF, Horváth IF, Rasmussen A, Seror R, Li X, Baldini C, Gottenberg JE, Danda D, Quartuccio L, Priori R, Hernandez-Molina G, Armagan B, Kruize AA, Kwok SK, Kvarnstrom M, Praprotnik S, Sene D, Gerli R, Solans R, Rischmueller M, Mandl T, Suzuki Y, Isenberg D, Valim V, Wiland P, Nordmark G, Fraile G, Bootsma H, Nakamura H, Giacomelli R, Devauchelle-Pensec V, Hofauer B, Bombardieri M, Trevisani VFM, Hammenfors D, Pasoto SG, Retamozo S, Gheita TA, Atzeni F, Morel J, Vollenweider C, Zeher M, Sivils K, Xu B, Bombardieri S, Sandhya P, De Vita S, Minniti A, Sánchez-Guerrero J, Kilic L, van der Heijden E, Park SH, Wahren-Herlenius M, Mariette X, Ramos-Casals M. Epidemiological profile and north–south gradient driving baseline systemic involvement of primary Sjögren’s syndrome. Rheumatology (Oxford) 2019; 59:2350-2359. [DOI: 10.1093/rheumatology/kez578] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 10/27/2019] [Indexed: 12/21/2022] Open
Abstract
Abstract
Objective
To characterize the systemic phenotype of primary Sjögren’s syndrome at diagnosis by analysing the EULAR-SS disease activity index (ESSDAI) scores.
Methods
The Sjögren Big Data Consortium is an international, multicentre registry based on worldwide data-sharing cooperative merging of pre-existing databases from leading centres in clinical research in Sjögren’s syndrome from the five continents.
Results
The cohort included 10 007 patients (9352 female, mean 53 years) with recorded ESSDAI scores available. At diagnosis, the mean total ESSDAI score was 6.1; 81.8% of patients had systemic activity (ESSDAI score ≥1). Males had a higher mean ESSDAI (8.1 vs 6.0, P < 0.001) compared with females, as did patients diagnosed at <35 years (6.7 vs 5.6 in patients diagnosed at >65 years, P < 0.001). The highest global ESSDAI score was reported in Black/African Americans, followed by White, Asian and Hispanic patients (6.7, 6.5, 5.4 and 4.8, respectively; P < 0.001). The frequency of involvement of each systemic organ also differed between ethnic groups, with Black/African American patients showing the highest frequencies in the lymphadenopathy, articular, peripheral nervous system, CNS and biological domains, White patients in the glandular, cutaneous and muscular domains, Asian patients in the pulmonary, renal and haematological domains and Hispanic patients in the constitutional domain. Systemic activity measured by the ESSDAI, clinical ESSDAI (clinESSDAI) and disease activity states was higher in patients from southern countries (P < 0.001).
Conclusion
The systemic phenotype of primary Sjögren’s syndrome is strongly influenced by personal determinants such as age, gender, ethnicity and place of residence, which are key geoepidemiological players in driving the expression of systemic disease at diagnosis.
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Affiliation(s)
- Pilar Brito-Zerón
- Department of Medicine, Autoimmune Diseases Unit, Hospital CIMA – Sanitas, Barcelona, Spain
- Sjögren Syndrome Research Group (AGAUR), Laboratory of Autoimmune Diseases Josep Font, IDIBAPS-CELLEX, Department of Autoimmune Diseases, ICMiD, University of Barcelona, Hospital Clínic, Barcelona, Spain
| | - Nihan Acar-Denizli
- Department of Statistics, Faculty of Science and Letters, Mimar Sinan Fine Arts University, Istanbul, Turkey
| | - Wan-Fai Ng
- Institute of Cellular Medicine, Newcastle University, NIHR Biomedical Research Centre, Newcastle Upon Tyne, UK
| | - Ildiko Fanny Horváth
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Astrid Rasmussen
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Raphaele Seror
- Center for Immunology of Viral Infections and Autoimmune Diseases, Assistance Publique – Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Le Kremlin-Bicêtre, Université Paris Sud, INSERM, Paris, France
| | - Xiaomei Li
- Department of Rheumatology and Immunology, Anhui Provincial Hospital, Hefei, China
| | | | - Jacques-Eric Gottenberg
- Department of Rheumatology, Strasbourg University Hospital, Université de Strasbourg, CNRS, Strasbourg, France
| | - Debashish Danda
- Department of Clinical Immunology & Rheumatology, Christian Medical College & Hospital, Vellore, India
| | - Luca Quartuccio
- Clinic of Rheumatology, Department of Medical Area, University Hospital ‘Santa Maria della Misericordia’, Udine, Italy
| | - Roberta Priori
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, Rome, Italy
| | - Gabriela Hernandez-Molina
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
| | - Berkan Armagan
- Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Aike A Kruize
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Seung-Ki Kwok
- Division of Rheumatology, Department of Internal Medicine, College of Medicine, Seoul St Mary's Hospital, The Catholic University of Korea, Seoul, South Korea
| | - Marika Kvarnstrom
- Division of Rheumatology, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Sonja Praprotnik
- Department of Rheumatology, University Medical Centre, Ljubljana, Slovenia
| | - Damien Sene
- Département de Médecine Interne, Hôpital Lariboisière, Université Paris VII, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Roberto Gerli
- Rheumatology Unit, Department of Medicine, University of Perugia, Perugia, Italy
| | - Roser Solans
- Department of Internal Medicine, Hospital Vall d'Hebron, Barcelona, Spain
| | - Maureen Rischmueller
- Department of Rheumatology, The Queen Elizabeth Hospital, Discipline of Medicine, University of Adelaide, South Australia, Australia
| | - Thomas Mandl
- Department of Rheumatology, Skane University Hospital Malmö, Lund University, Malmö, Sweden
| | - Yasunori Suzuki
- Division of Rheumatology, Kanazawa University Hospital, Kanazawa, Ishikawa, Japan
| | - David Isenberg
- Centre for Rheumatology, Division of Medicine, University College London, London, UK
| | - Valeria Valim
- Department of Medicine, Federal University of Espírito Santo, Vitória, Brazil
| | - Piotr Wiland
- Department of Rheumatology and Internal Medicine, Wroclaw Medical Hospital, Wroclaw, Poland
| | - Gunnel Nordmark
- Rheumatology, Department of Medical Sciences, University of Uppsala, Uppsala, Sweden
| | - Guadalupe Fraile
- Department of Internal Medicine, Hospital Ramón y Cajal, Madrid, Spain
| | - Hendrika Bootsma
- Department of Rheumatology & Clinical Immunology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Hideki Nakamura
- Department of Immunology and Rheumatology, Division of Advanced Preventive Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Roberto Giacomelli
- Clinical Unit of Rheumatology, School of Medicine, University of L'Aquila, L'Aquila, Italy
| | | | - Benedikt Hofauer
- Otorhinolaryngology / Head and Neck Surgery, University Medical Center Freiburg, Freiburg, Germany
| | - Michele Bombardieri
- Centre for Experimental Medicine and Rheumatology, Queen Mary University of London, London, UK
| | | | - Daniel Hammenfors
- Section for Rheumatology, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Sandra G Pasoto
- Rheumatology Division, Hospital das Clinicas, Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), Sao Paulo, Brazil
| | - Soledad Retamozo
- Instituto De Investigaciones En Ciencias De La Salud (INICSA), Universidad Nacional de Córdoba (UNC), Cordoba, Argentina
- Department of Rheumatology, Instituto Modelo de Cariología Privado S.R.L, Instituto Universitario de Ciencias Biomídicas de Córdoba, Cordoba, Argentina
| | - Tamer A Gheita
- Rheumatology Department, Kasr Al Ainy School of Medicine, Cairo University, Cairo, Egypt
| | - Fabiola Atzeni
- IRCCS Galeazzi Orthopedic Institute, Milan, Italy
- Rheumatology Unit, University of Messina, Messina, Italy
| | - Jacques Morel
- Department of Rheumatology, CHU Montpellier, University of Montpellier, Montpellier, France
| | | | - Margit Zeher
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Kathy Sivils
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Bei Xu
- Department of Rheumatology and Immunology, Anhui Provincial Hospital, Hefei, China
| | | | - Pulukool Sandhya
- Department of Clinical Immunology & Rheumatology, Christian Medical College & Hospital, Vellore, India
| | - Salvatore De Vita
- Clinic of Rheumatology, Department of Medical Area, University Hospital ‘Santa Maria della Misericordia’, Udine, Italy
| | - Antonina Minniti
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, Rome, Italy
| | - Jorge Sánchez-Guerrero
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
| | - Levent Kilic
- Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
| | - Eefje van der Heijden
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Sung-Hwan Park
- Division of Rheumatology, Department of Internal Medicine, College of Medicine, Seoul St Mary's Hospital, The Catholic University of Korea, Seoul, South Korea
| | - Marie Wahren-Herlenius
- Division of Rheumatology, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Xavier Mariette
- Center for Immunology of Viral Infections and Autoimmune Diseases, Assistance Publique – Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Le Kremlin-Bicêtre, Université Paris Sud, INSERM, Paris, France
| | - Manuel Ramos-Casals
- Sjögren Syndrome Research Group (AGAUR), Laboratory of Autoimmune Diseases Josep Font, IDIBAPS-CELLEX, Department of Autoimmune Diseases, ICMiD, University of Barcelona, Hospital Clínic, Barcelona, Spain
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Ramos-Casals M, Brito-Zerón P, Bombardieri S, Bootsma H, De Vita S, Dörner T, Fisher BA, Gottenberg JE, Hernandez-Molina G, Kocher A, Kostov B, Kruize AA, Mandl T, Ng WF, Retamozo S, Seror R, Shoenfeld Y, Sisó-Almirall A, Tzioufas AG, Vitali C, Bowman S, Mariette X. EULAR recommendations for the management of Sjögren’s syndrome with topical and systemic therapies. Ann Rheum Dis 2019; 79:3-18. [DOI: 10.1136/annrheumdis-2019-216114] [Citation(s) in RCA: 184] [Impact Index Per Article: 36.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 10/02/2019] [Accepted: 10/02/2019] [Indexed: 12/16/2022]
Abstract
The therapeutic management of Sjögren syndrome (SjS) has not changed substantially in recent decades: treatment decisions remain challenging in clinical practice, without a specific therapeutic target beyond the relief of symptoms as the most important goal. In view of this scenario, the European League Against Rheumatism (EULAR) promoted and supported an international collaborative study (EULAR SS Task Force) aimed at developing the first EULAR evidence and consensus-based recommendations for the management of patients with SjS with topical and systemic medications. The aim was to develop a rational therapeutic approach to SjS patients useful for healthcare professionals, physicians undergoing specialist training, medical students, the pharmaceutical industry and drug regulatory organisations following the 2014 EULAR standardised operating procedures. The Task Force (TF) included specialists in rheumatology, internal medicine, oral health, ophthalmology, gynaecology, dermatology and epidemiology, statisticians, general practitioners, nurses and patient representatives from 30 countries of the 5 continents. Evidence was collected from studies including primary SjS patients fulfilling the 2002/2016 criteria; when no evidence was available, evidence from studies including associated SjS or patients fulfilling previous sets of criteria was considered and extrapolated. The TF endorsed the presentation of general principles for the management of patients with SjS as three overarching, general consensus-based recommendations and 12 specific recommendations that form a logical sequence, starting with the management of the central triplet of symptoms (dryness, fatigue and pain) followed by the management of systemic disease. The recommendations address the use of topical oral (saliva substitutes) and ocular (artificial tear drops, topical non-steroidal anti-inflammatory drugs, topical corticosteroids, topical CyA, serum tear drops) therapies, oral muscarinic agonists (pilocarpine, cevimeline), hydroxychloroquine, oral glucocorticoids, synthetic immunosuppressive agents (cyclophosphamide, azathioprine, methotrexate, leflunomide and mycophenolate), and biological therapies (rituximab, abatacept and belimumab). For each recommendation, levels of evidence (mostly modest) and TF agreement (mostly very high) are provided. The 2019 EULAR recommendations are based on the evidence collected in the last 16 years in the management of primary 2002 SjS patients and on discussions between a large and broadly international TF. The recommendations synthesise current thinking on SjS treatment in a set of overarching principles and recommendations. We hope that the current recommendations will be broadly applied in clinical practice and/or serve as a template for national societies to develop local recommendations.
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Brito-Zerón P, Retamozo S, Kostov B, Baldini C, Bootsma H, De Vita S, Dörner T, Gottenberg JE, Kruize AA, Mandl T, Ng WF, Seror R, Tzioufas AG, Vitali C, Bowman S, Mariette X, Ramos-Casals M. Efficacy and safety of topical and systemic medications: a systematic literature review informing the EULAR recommendations for the management of Sjögren's syndrome. RMD Open 2019; 5:e001064. [PMID: 31749986 PMCID: PMC6827762 DOI: 10.1136/rmdopen-2019-001064] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [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: 07/23/2019] [Revised: 09/26/2019] [Accepted: 09/29/2019] [Indexed: 12/18/2022] Open
Abstract
Objective To evaluate current evidence on the efficacy and safety of topical and systemic medications in patients with primary Sjögren syndrome (SjS) to inform European League Against Rheumatism treatment recommendations. Methods The MEDLINE, EMBASE and Cochrane databases were searched for case-control/prospective cohort studies, randomised controlled trials (RCTs) and systematic reviews. Results Current evidence in primary SjS patients fulfilling the 2002 criteria is based on the data from 9 RCTs, 18 prospective cohort studies and 5 case-control studies. Two Cochrane systematic literature reviews (SLRs) have reported that topical treatments for dry mouth and dry eye are safe and effective. Ocular cyclosporine A was safe and effective in two RCTs including 1039 patients with dry eye syndrome. Two Cochrane SLRs on serum tear drops and plugs showed inconsistency in possible benefits, both for symptoms and objective measures. Five RCTs reported significant improvements in oral dryness and salivary flow rates for pilocarpine and cevimeline. An RCT showed no significant placebo-differences for hydroxychloroquine 400 mg/day for the primary outcome (visual analogue scale (VAS) composite of dryness, fatigue and pain). We identified seven RCTs carried out in primary SjS patients. RCTs using infliximab, anakinra and baminercept found no placebo-differences for the primary outcomes. The two largest RCTs randomised 255 patients to receive rituximab or placebo and reported no significant results in the primary outcome (VAS composite), while prospective studies suggested efficacy in systemic disease. Conclusion The current evidence supporting the use of the main topical therapeutic options of primary SjS is solid, while limited data from RCTs are available to guide systemic therapies.
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Affiliation(s)
- Pilar Brito-Zerón
- Autoimmune Diseases Unit, Department of Medicine, Hospital CIMA-Sanitas, Barcelona, Spain.,Laboratory of Autoimmune Diseases Josep Font, CELLEX, IDIBAPS, Barcelona, Spain
| | - Soledad Retamozo
- Department of Rheumatology, Instituto Modelo de Cariología Privado S.R.L, Instituto Universitario de Ciencias Biomédicas de Córdoba, Cordoba, Argentina.,Instituto De Investigaciones En Ciencias De La Salud (INICSA), Universidad Nacional de Córdoba (UNC), Cordoba, Argentina
| | - Belchin Kostov
- Research Primary Healthcare Transversal Research Group, CAP Les Corts, CAPSBE, IDIBAPS, Barcelona, Spain.,Statistics and Operations Research Department, Universitat Politecnica de Catalunya, Barcelona, Spain
| | - Chiara Baldini
- Rheumatology Unit, Universita degli Studi di Pisa, Pisa, Italy
| | - Hendrika Bootsma
- Department of Rheumatology and Clinical Immunology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Salvatore De Vita
- Clinic of Rheumatology, University Hospital Santa Maria della Misericordia, Udine, Italy
| | - Thomas Dörner
- Department of Medicine/Rheumatology and Clinical Immunology and DRFZ, Charité Universitätsmedizin Berlin Campus Charite Mitte, Berlin, Germany
| | - Jacques-Eric Gottenberg
- Department of Rheumatology, Strasbourg University Hospital, National Reference Center for Rare Systemic Autoimmune Diseases, CNRS, IBMC, UPR 3572, Université de Strasbourg, Strasbourg, France
| | - Aike A Kruize
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Thomas Mandl
- Department of Rheumatology, Skane University Hospital Malmö, Lund University, Lund, Sweden
| | - Wan-Fai Ng
- NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Raphaele Seror
- Department of Rheumatology, Assistance Publique - Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Le Kremlin-Bicêtre, Le Kremlin-Bicetre, France.,Center for Immunology of Viral Infections and Autoimmune Diseases, INSERM UMR 1184, Université Paris-Sud, Université Paris-Saclay, Paris, France
| | - Athanasios G Tzioufas
- Department of Pathophysiology, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Simon Bowman
- Department of Rheumatology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Xavier Mariette
- Department of Rheumatology, Assistance Publique - Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Le Kremlin-Bicêtre, Le Kremlin-Bicetre, France.,Center for Immunology of Viral Infections and Autoimmune Diseases, INSERM UMR 1184, Université Paris-Sud, Université Paris-Saclay, Paris, France
| | - Manuel Ramos-Casals
- Laboratory of Autoimmune Diseases Josep Font, CELLEX, IDIBAPS, Barcelona, Spain.,Department of Autoimmune Diseases, ICMiD, Hospital Clinic de Barcelona, Barcelona, Spain
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Tarn JR, Howard-Tripp N, Lendrem DW, Mariette X, Saraux A, Devauchelle-Pensec V, Seror R, Skelton AJ, James K, McMeekin P, Al-Ali S, Hackett KL, Lendrem BC, Hargreaves B, Casement J, Mitchell S, Bowman SJ, Price E, Pease CT, Emery P, Lanyon P, Hunter J, Gupta M, Bombardieri M, Sutcliffe N, Pitzalis C, McLaren J, Cooper A, Regan M, Giles I, Isenberg D, Saravanan V, Coady D, Dasgupta B, McHugh N, Young-Min S, Moots R, Gendi N, Akil M, Griffiths B, Johnsen SJA, Norheim KB, Omdal R, Stocken D, Everett C, Fernandez C, Isaacs JD, Gottenberg JE, Ng WF. Symptom-based stratification of patients with primary Sjögren's syndrome: multi-dimensional characterisation of international observational cohorts and reanalyses of randomised clinical trials. Lancet Rheumatol 2019; 1:e85-e94. [PMID: 38229348 PMCID: PMC7134527 DOI: 10.1016/s2665-9913(19)30042-6] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 08/20/2019] [Accepted: 08/20/2019] [Indexed: 11/20/2022]
Abstract
BACKGROUND Heterogeneity is a major obstacle to developing effective treatments for patients with primary Sjögren's syndrome. We aimed to develop a robust method for stratification, exploiting heterogeneity in patient-reported symptoms, and to relate these differences to pathobiology and therapeutic response. METHODS We did hierarchical cluster analysis using five common symptoms associated with primary Sjögren's syndrome (pain, fatigue, dryness, anxiety, and depression), followed by multinomial logistic regression to identify subgroups in the UK Primary Sjögren's Syndrome Registry (UKPSSR). We assessed clinical and biological differences between these subgroups, including transcriptional differences in peripheral blood. Patients from two independent validation cohorts in Norway and France were used to confirm patient stratification. Data from two phase 3 clinical trials were similarly stratified to assess the differences between subgroups in treatment response to hydroxychloroquine and rituximab. FINDINGS In the UKPSSR cohort (n=608), we identified four subgroups: Low symptom burden (LSB), high symptom burden (HSB), dryness dominant with fatigue (DDF), and pain dominant with fatigue (PDF). Significant differences in peripheral blood lymphocyte counts, anti-SSA and anti-SSB antibody positivity, as well as serum IgG, κ-free light chain, β2-microglobulin, and CXCL13 concentrations were observed between these subgroups, along with differentially expressed transcriptomic modules in peripheral blood. Similar findings were observed in the independent validation cohorts (n=396). Reanalysis of trial data stratifying patients into these subgroups suggested a treatment effect with hydroxychloroquine in the HSB subgroup and with rituximab in the DDF subgroup compared with placebo. INTERPRETATION Stratification on the basis of patient-reported symptoms of patients with primary Sjögren's syndrome revealed distinct pathobiological endotypes with distinct responses to immunomodulatory treatments. Our data have important implications for clinical management, trial design, and therapeutic development. Similar stratification approaches might be useful for patients with other chronic immune-mediated diseases. FUNDING UK Medical Research Council, British Sjogren's Syndrome Association, French Ministry of Health, Arthritis Research UK, Foundation for Research in Rheumatology. VIDEO ABSTRACT.
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Affiliation(s)
- Jessica R Tarn
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Nadia Howard-Tripp
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Dennis W Lendrem
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Xavier Mariette
- Université Paris-Sud, AP-HP Université Paris-Saclay, Hôpital Bicêtre, Department of Rheumatology, INSERM UMR1184, Le Kremlin-Bicêtre, France
| | - Alain Saraux
- Lymphocytes B et auto-immunité, Inserm U1227, University of Brest, Brest, France; Centre Hospitalier Régional Universitaire de Brest, Brest, France
| | - Valerie Devauchelle-Pensec
- Lymphocytes B et auto-immunité, Inserm U1227, University of Brest, Brest, France; Centre Hospitalier Régional Universitaire de Brest, Brest, France
| | - Raphaele Seror
- Université Paris-Sud, AP-HP Université Paris-Saclay, Hôpital Bicêtre, Department of Rheumatology, INSERM UMR1184, Le Kremlin-Bicêtre, France
| | - Andrew J Skelton
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Katherine James
- Interdisciplinary Computing & Complex BioSystems Research Group, School of Computing, Newcastle University, Newcastle upon Tyne, UK
| | - Peter McMeekin
- Faculty of Health and Life Science, Northumbria University, Newcastle upon Tyne, UK
| | - Shereen Al-Ali
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Department of Pathological Analyses, College of Science, University of Basrah, Basrah, Iraq
| | - Katie L Hackett
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Faculty of Health and Life Science, Northumbria University, Newcastle upon Tyne, UK
| | - B Clare Lendrem
- National Institute for Health Research Newcastle In Vitro Diagnostics Co-operative, NewcastleUniversity, Newcastle upon Tyne, UK
| | - Ben Hargreaves
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - John Casement
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Sheryl Mitchell
- Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | | | | | - Colin T Pease
- Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust Leeds, Leeds, UK
| | - Paul Emery
- Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust Leeds, Leeds, UK
| | - Peter Lanyon
- Nottingham University Hospitals NHS Trust, Rheumatology, Derby Road, Nottingham, UK
| | | | | | - Michele Bombardieri
- Centre for Experimental Medicine & Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine & Dentistry, Queen Mary University of London, London, UK
| | | | - Costantino Pitzalis
- Centre for Experimental Medicine & Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine & Dentistry, Queen Mary University of London, London, UK
| | | | | | - Marian Regan
- University Hospitals of Derby and Burton, Derby, UK
| | - Ian Giles
- Centre for Rheumatology, University College London, London, UK
| | - David Isenberg
- Centre for Rheumatology, University College London, London, UK
| | | | - David Coady
- City Hospitals Sunderland NHS Foundation Trust, Sunderland, UK
| | - Bhaskar Dasgupta
- Southend University Hospital NHS Foundation Trust, Westcliff-on-Sea, UK
| | - Neil McHugh
- Department of Pharmacy and Pharmacology, University of Bath, Bath, UK
| | | | - Robert Moots
- University Hospital Aintree, University of Liverpool, Liverpool, UK
| | - Nagui Gendi
- Basildon and Thurrock University Hospitals NHS Foundation Trust, Basildon, UK
| | - Mohammed Akil
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Bridget Griffiths
- Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | | | | | | | - Deborah Stocken
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Colin Everett
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Catherine Fernandez
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - John D Isaacs
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
| | - Jacques-Eric Gottenberg
- Department of Rheumatology, Centre de Référence National Pour les Maladies Auto-Immunes Systémiques Rares, CNRS, Strasbourg, France; Institut de Biologie Moléculaire et Cellulaire, Immunopathologie et Chimie Thérapeutique, Université de Strasbourg, Strasbourg, France
| | - Wan-Fai Ng
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
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Davies K, Mirza K, Tarn J, Howard-Tripp N, Bowman SJ, Lendrem D, Ng WF. Fatigue in primary Sjögren's syndrome (pSS) is associated with lower levels of proinflammatory cytokines: a validation study. Rheumatol Int 2019; 39:1867-1873. [PMID: 31250166 PMCID: PMC6791914 DOI: 10.1007/s00296-019-04354-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [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: 04/09/2019] [Accepted: 06/18/2019] [Indexed: 02/08/2023]
Abstract
Primary Sjögren’s syndrome (pSS) is a chronic autoimmune rheumatic disease with symptoms including dryness, fatigue, and pain. The previous work by our group has suggested that certain proinflammatory cytokines are inversely related to patient-reported levels of fatigue. To date, these findings have not been validated. This study aims to validate this observation. Blood levels of seven cytokines were measured in 120 patients with pSS from the United Kingdom Primary Sjögren’s Syndrome Registry and 30 age-matched healthy non-fatigued controls. Patient-reported scores for fatigue were classified according to severity and compared to cytokine levels using analysis of variance. The differences between cytokines in cases and controls were evaluated using Wilcoxon test. A logistic regression model was used to determine the most important identifiers of fatigue. Five cytokines, interferon-γ-induced protein-10 (IP-10), tumour necrosis factor-α (TNFα), interferon-α (IFNα), interferon-γ (IFN-γ), and lymphotoxin-α (LT-α) were significantly higher in patients with pSS (n = 120) compared to non-fatigued controls (n = 30). Levels of two proinflammatory cytokines, TNF-α (p = 0.021) and LT-α (p = 0.043), were inversely related to patient-reported levels of fatigue. Cytokine levels, disease-specific and clinical parameters as well as pain, anxiety, and depression were used as predictors in our validation model. The model correctly identifies fatigue levels with 85% accuracy. Consistent with the original study, pain, depression, and proinflammatory cytokines appear to be the most powerful predictors of fatigue in pSS. TNF-α and LT-α have an inverse relationship with fatigue severity in pSS challenging the notion that proinflammatory cytokines directly mediate fatigue in chronic immunological conditions.
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Affiliation(s)
- Kristen Davies
- Musculoskeletal Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK.
| | - Kamran Mirza
- Musculoskeletal Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK
| | - Jessica Tarn
- Musculoskeletal Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK
| | - Nadia Howard-Tripp
- Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Simon J Bowman
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Dennis Lendrem
- Musculoskeletal Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK.,Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.,National Institute of Health Research Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | | | - Wan-Fai Ng
- Musculoskeletal Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK.,Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.,National Institute of Health Research Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, UK
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Lendrem BC, Lendrem DW, Pratt AG, Naamane N, McMeekin P, Ng WF, Allen AJ, Power M, Isaacs JD. Between a ROC and a hard place: Teaching prevalence plots to understand real world biomarker performance in the clinic. Pharm Stat 2019; 18:632-635. [PMID: 31231892 DOI: 10.1002/pst.1963] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [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: 04/16/2019] [Revised: 05/15/2019] [Accepted: 05/15/2019] [Indexed: 11/11/2022]
Abstract
The Receiver Operating Characteristic (ROC) curve and the Area Under the Curve (AUC) of the ROC curve are widely used in discovery to compare the performance of diagnostic and prognostic assays. The ROC curve has the advantage that it is independent of disease prevalence. However, in this note, we remind scientists and clinicians that the performance of an assay upon translation to the clinic is critically dependent upon that very same prevalence. Without an understanding of prevalence in the test population, even robust bioassays with excellent ROC characteristics may perform poorly in the clinic. While the exact prevalence in the target population is not always known, simple plots of candidate assay performance as a function of prevalence rate give a better understanding of the likely real-world performance and a greater understanding of the likely impact of variation in that prevalence on translation to the clinic.
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Affiliation(s)
- B Clare Lendrem
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK.,NIHR Newcastle In Vitro Diagnostics Co-operative, Newcastle University, Newcastle upon Tyne, UK
| | - Dennis W Lendrem
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.,NIHR Newcastle Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | - Arthur G Pratt
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.,NIHR Newcastle Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - Najib Naamane
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.,NIHR Newcastle Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, UK
| | - Peter McMeekin
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK.,School of Health Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - Wan-Fai Ng
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.,NIHR Newcastle Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - A Joy Allen
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.,NIHR Newcastle In Vitro Diagnostics Co-operative, Newcastle University, Newcastle upon Tyne, UK
| | - Michael Power
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK.,NIHR Newcastle In Vitro Diagnostics Co-operative, Newcastle University, Newcastle upon Tyne, UK
| | - John Dudley Isaacs
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.,NIHR Newcastle Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
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49
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Lewis I, Hackett KL, Ng WF, Ellis J, Newton JL. A two-phase cohort study of the sleep phenotype within primary Sjögren's syndrome and its clinical correlates. Clin Exp Rheumatol 2019; 37 Suppl 118:78-82. [PMID: 31365332] [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] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 01/14/2019] [Indexed: 06/10/2023]
Abstract
OBJECTIVES To characterise the sleep profile of patients with primary Sjögren's syndrome (pSS) and its relationship between hyper-somnolence and other clinical parameters. METHODS In phase one of the study, we utilised cross-sectional data on daytime hyper-somnolence from the United Kingdom Primary Sjögren's Syndrome Registry (UKPSSR) cohort (n=857, female=92.7%). Phase two relied on clinical data from a cohort of patients (n=30) with PSS, utilising symptom assessment questionnaires and sleep diaries. RESULTS Within the UKPSSR, daytime hyper-somnolence was prevalent (ESS, 8.2±5.1) amongst pSS patients with a positive correlation between daytime hyper-somnolence and fatigue (Spearman's rs = 0.42, p<0.0001). Amongst the clinical cohort, 100% of patients had problematic sleep. Participants with pSS awoke frequently (NWAK, 2.2±1.3), had difficulty in returning back to sleep (WASO, 59.9±50.2 min vs. normal of <30min) and a reduced sleep efficiency (SE, 65.7±18.5% vs. >85%). Fatigue (FIS, 82.4 ±33.5) and orthostatic symptoms (OGS, 6.7 ±3.7) remained high in these patients. CONCLUSIONS Sleep disturbances are a problem in pSS, comprising difficulty in maintaining sleep, frequent awakenings throughout the night and difficulties in returning back to sleep. As such, the total time in bed without sleep is much greater and sleep efficiency greatly reduced. These patients in addition have a high symptomatic burden possibly contributing to and/or contributed by poor and disordered sleep.
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Affiliation(s)
- Ieuan Lewis
- Institute for Cellular Medicine, Newcastle University, Newcastle Upon Tyne, UK.
| | - Katie L Hackett
- Department of Social Work, Education and Community Wellbeing, Northumbria University, and CRESTA Fatigue Clinic, Newcastle upon Tyne NHS Foundation Trust, UK
| | - Wan-Fai Ng
- Musculoskeletal Research Group, Newcastle University, Musculoskeletal Day Unit, Newcastle upon Tyne NHS Foundation Trust, UK
| | - Jason Ellis
- Northumbria Centre for Sleep Research, Faculty of Health and Life Sciences, Northumbria University, UK
| | - Julia L Newton
- Institute for Cellular Medicine, Newcastle University, and Department of Social Work, Education and Community Wellbeing, Northumbria University, and CRESTA Fatigue Clinic, Newcastle upon Tyne NHS Foundation Trust, UK
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Hackett KL, Davies K, Tarn J, Bragg R, Hargreaves B, Miyamoto S, McMeekin P, Mitchell S, Bowman S, Price EJ, Pease C, Emery P, Andrews J, Lanyon P, Hunter J, Gupta M, Bombardieri M, Sutcliffe N, Pitzalis C, McLaren J, Cooper A, Regan M, Giles I, Isenberg D, Vadivelu S, Coady D, Dasgupta B, McHugh N, Young-Min S, Moots R, Gendi N, Akil M, Griffiths B, Lendrem DW, Ng WF. Pain and depression are associated with both physical and mental fatigue independently of comorbidities and medications in primary Sjögren's syndrome. RMD Open 2019; 5:e000885. [PMID: 31168409 PMCID: PMC6525628 DOI: 10.1136/rmdopen-2018-000885] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 03/20/2019] [Accepted: 03/27/2019] [Indexed: 01/01/2023] Open
Abstract
Objectives To report on fatigue in patients from the United Kingdom primary Sjögren's syndrome (pSS) registry identifying factors associated with fatigue and robust to assignable causes such as comorbidities and medications associated with drowsiness. Methods From our cohort (n = 608), we identified those with comorbidities associated with fatigue, and those taking medications associated with drowsiness. We constructed dummy variables, permitting the contribution of these potentially assignable causes of fatigue to be assessed. Using multiple regression analysis, we modelled the relationship between Profile of Fatigue and Discomfort physical and mental fatigue scores and potentially related variables. Results Pain, depression and daytime sleepiness scores were closely associated with both physical and mental fatigue (all p ≤ 0.0001). In addition, dryness was strongly associated with physical fatigue (p ≤ 0.0001). These effects were observed even after adjustment for comorbidities associated with fatigue or medications associated with drowsiness. Conclusions These findings support further research and clinical interventions targeting pain, dryness, depression and sleep to improve fatigue in patients with pSS.This finding is robust to both the effect of other comorbidities associated with fatigue and medications associated with drowsiness.
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Affiliation(s)
- Kate L Hackett
- Department of Life & Health Sciences, Northumbria University Department of Public Health and Wellbeing, Newcastle upon Tyne, UK
| | - Kristen Davies
- Musculoskeletal Research Group, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Jessica Tarn
- Musculoskeletal Research Group, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Rebecca Bragg
- Musculoskeletal Research Group, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Ben Hargreaves
- Musculoskeletal Research Group, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Samira Miyamoto
- Musculoskeletal Research Group, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
- Departamento de Educação Integrada em Saúde, Universidade Federal do Espirito Santo, Vitoria, Brazil
| | - Peter McMeekin
- Department of Life & Health Sciences, Northumbria University Department of Public Health and Wellbeing, Newcastle upon Tyne, UK
| | - Sheryl Mitchell
- Musculoskeletal Services, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Simon Bowman
- Rheumatology Research Group, University of Birmingham, Birmingham, UK
| | - Elizabeth J Price
- Rheumatology, Great Western Hospitals NHS Foundation Trust, Swindon, UK
| | - Colin Pease
- Rheumatology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Paul Emery
- Rheumatology, University of Leeds, Leeds Institute of Rheumatic and Musculoskeletal Medicine, Leeds, UK
- Musculoskeletal, NIHR Leeds Musculoskeletal Biomedical Research Unit, Leeds, UK
| | - Jacqueline Andrews
- Musculoskeletal, NIHR Leeds Musculoskeletal Biomedical Research Unit, Leeds, UK
| | - Peter Lanyon
- Rheumatology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | | | | | - Michele Bombardieri
- Experimental Medicine and Rheumatology, Queen Mary University of London, London, UK
| | - Nurhan Sutcliffe
- Barts Health NHS Trust, London, UK
- Rheumatology, Barts and The London School of Medicine and Dentistry, London, UK
| | - Costantino Pitzalis
- Experimental Medicine and Rheumatology, William Harvey Research Institute Experimental Medicine and Musculoskeletal Sciences, London, UK
| | | | | | | | - Ian Giles
- Centre for Rheumatology, University College London, London, UK
| | - David Isenberg
- Centre for Rheumatology, University College London, London, UK
| | | | - David Coady
- City Hospitals Sunderland NHS Foundation Trust, Sunderland, UK
| | - Bhaskar Dasgupta
- Department of Rheumatology, Southend University Hospital NHS Foundation Trust, Westcliff-on-Sea, UK
| | - Neil McHugh
- Department of Pharmacy and Pharmacology, University of Bath, Bath, UK
| | | | - Robert Moots
- Rheumatology, Aintree University Hospitals, Liverpool, UK
| | - Nagui Gendi
- Department of Rheumatology, Basildon Hospital, Basildon, UK
| | - Mohammed Akil
- Department of Rheumatology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Bridget Griffiths
- Musculoskeletal Services, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Dennis W Lendrem
- Musculoskeletal Research Group, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
- Musculoskeletal Ageing, NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK
| | - Wan-Fai Ng
- Musculoskeletal Ageing, NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne, UK
- Musculoskeletal Research Group, Newcastle University Faculty of Medical Sciences, Newcastle upon Tyne, UK
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