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Yazdany J, Ware A, Wallace ZS, Bhana S, Grainger R, Hachulla E, Richez C, Cacoub P, Hausmann JS, Liew JW, Sirotich E, Jacobsohn L, Strangfeld A, Mateus EF, Hyrich KL, Gossec L, Carmona L, Lawson-Tovey S, Kearsley-Fleet L, Schaefer M, Ribeiro SLE, Al-Emadi S, Hasseli R, Müller-Ladner U, Specker C, Schulze-Koops H, Bernardes M, Fraga VM, Rodrigues AM, Sparks JA, Ljung L, Di Giuseppe D, Tidblad L, Wise L, Duarte-García A, Ugarte-Gil MF, Colunga-Pedraza IJ, Martínez-Martínez MU, Alpizar-Rodriguez D, Xavier RM, Isnardi CA, Pera M, Pons-Estel G, Izadi Z, Gianfrancesco MA, Carrara G, Scirè CA, Zanetti A, Machado PM. Impact of Risk Factors on COVID-19 Outcomes in Unvaccinated People With Rheumatic Diseases: A Comparative Analysis of Pandemic Epochs Using the COVID-19 Global Rheumatology Alliance Registry. Arthritis Care Res (Hoboken) 2024; 76:274-287. [PMID: 37643903 DOI: 10.1002/acr.25220] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 08/03/2023] [Accepted: 08/17/2023] [Indexed: 08/31/2023]
Abstract
OBJECTIVE Approximately one third of individuals worldwide have not received a COVID-19 vaccine. Although studies have investigated risk factors linked to severe COVID-19 among unvaccinated people with rheumatic diseases (RDs), we know less about whether these factors changed as the pandemic progressed. We aimed to identify risk factors associated with severe COVID-19 in unvaccinated individuals in different pandemic epochs corresponding to major variants of concern. METHODS Patients with RDs and COVID-19 were entered into the COVID-19 Global Rheumatology Alliance Registry between March 2020 and June 2022. An ordinal logistic regression model (not hospitalized, hospitalized, and death) was used with date of COVID-19 diagnosis, age, sex, race and/or ethnicity, comorbidities, RD activity, medications, and the human development index (HDI) as covariates. The main analysis included all unvaccinated patients across COVID-19 pandemic epochs; subanalyses stratified patients according to RD types. RESULTS Among 19,256 unvaccinated people with RDs and COVID-19, those who were older, male, had more comorbidities, used glucocorticoids, had higher disease activity, or lived in lower HDI regions had worse outcomes across epochs. For those with rheumatoid arthritis, sulfasalazine and B-cell-depleting therapy were associated with worse outcomes, and tumor necrosis factor inhibitors were associated with improved outcomes. In those with connective tissue disease or vasculitis, B-cell-depleting therapy was associated with worse outcomes. CONCLUSION Risk factors for severe COVID-19 outcomes were similar throughout pandemic epochs in unvaccinated people with RDs. Ongoing efforts, including vaccination, are needed to reduce COVID-19 severity in this population, particularly in those with medical and social vulnerabilities identified in this study.
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Affiliation(s)
| | - Anna Ware
- National Center for Collaborative Healthcare Innovation, Palo Alto Department of Veterans Affairs Healthcare System, Palo Alto, California
| | | | | | - Rebecca Grainger
- University of Otago Wellington and Te Whatu Ora, Health New Zealand Capital, Coast and Hutt Valley, Wellington, New Zealand
| | - Eric Hachulla
- Service de Médecine Interne et Immunologie Clinique, Centre Hospitalier Universitaire (CHU) de Lille, pour la Filière des maladies Auto-Immunes et Autoinflammatoires Rares, Lille, France
| | - Christophe Richez
- Service de Rhumatologie, Centre de référence des maladies autoimmunes systémiques rares de l'Est et du Sud-Ouest de France, CHU de Bordeaux, pour la Société Française de Rhumatologie, Bordeaux, France
| | - Patrice Cacoub
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Société Nationale Française de Médecine Interne, Paris, France
| | - Jonathan S Hausmann
- Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jean W Liew
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | | | | | - Anja Strangfeld
- German Rheumatism Research Center and Charité University Hospital, Berlin, Germany
| | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases, Lisbon, Portugal, and European Alliance of Associations for Rheumatology, Kilchberg, Switzerland
| | - Kimme L Hyrich
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester Academic Health Science Centre and NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Laure Gossec
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique and AP-HP, Pitié-Salpêtrière hospital, Paris, France
| | | | - Saskia Lawson-Tovey
- Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, University of Manchester, and NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Lianne Kearsley-Fleet
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | | | | | | | - Rebecca Hasseli
- University Hospital Munster, Munster, Germany, and Justus Liebig University Giessen, Kerckhoff, Germany
| | | | | | | | - Miguel Bernardes
- University of Porto and Centro Hospitalar e Universitário de São João, Porto, Portugal
| | | | - Ana Maria Rodrigues
- Sociedade Portuguesa de Reumatologia and Comprehensive Health Research Centre, Nova Medical School, Universidade Nova de Lisboa, Lisbon, Portugal
| | - Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Lotta Ljung
- Karolinska Institutet and Academic Specialist Centre, Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
| | | | | | - Leanna Wise
- Keck School of Medicine, University of Southern California, Los Angeles
| | | | - Manuel F Ugarte-Gil
- Grupo Peruano de Estudio de Enfermedades Autoinmunes Sistémica, Universidad Científica del Sur and Hospital Nacional Guillermo Almenara Irigoyen - EsSalud, Lima, Peru
| | | | | | | | - Ricardo Machado Xavier
- Universidade Federal do Rio Grande do Sul, Serviço de Reumatologia, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | | | - Mariana Pera
- Hospital Angel C. Padilla, San Miguel de Tucuman, Tucuman, Argentina
| | - Guillermo Pons-Estel
- Universidad Nacional de Rosario, Rosario, Argentina, and College of Physicians of the Province of Santa Fe 2nd, Santa Fe, Argentina
| | | | | | | | - Carlo Alberto Scirè
- Italian Society for Rheumatology and School of Medicine, University of Milano-Bicocca, Milan, Italy
| | | | - Pedro M Machado
- University College London, NIHR University College London Hospitals Biomedical Research Centre, University College London Hospitals NHS Foundation Trust, and Northwick Park Hospital, London North West University Healthcare NHS Trust, London, UK
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Machado PM, Schäfer M, Mahil SK, Liew J, Gossec L, Dand N, Pfeil A, Strangfeld A, Regierer AC, Fautrel B, Alonso CG, Saad CGS, Griffiths CEM, Lomater C, Miceli-Richard C, Wendling D, Alpizar Rodriguez D, Wiek D, Mateus EF, Sirotich E, Soriano ER, Ribeiro FM, Omura F, Rajão Martins F, Santos H, Dau J, Barker JN, Hausmann J, Hyrich KL, Gensler L, Silva L, Jacobsohn L, Carmona L, Pinheiro MM, Zelaya MD, Severina MDLÁ, Yates M, Dubreuil M, Gore-Massy M, Romeo N, Haroon N, Sufka P, Grainger R, Hasseli R, Lawson-Tovey S, Bhana S, Pham T, Olofsson T, Bautista-Molano W, Wallace ZS, Yiu ZZN, Yazdany J, Robinson PC, Smith CH. Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries. Ann Rheum Dis 2023; 82:698-709. [PMID: 36787993 PMCID: PMC10176347 DOI: 10.1136/ard-2022-223499] [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: 10/17/2022] [Accepted: 01/24/2023] [Indexed: 02/16/2023]
Abstract
OBJECTIVES To investigate factors associated with severe COVID-19 in people with psoriasis (PsO), psoriatic arthritis (PsA) and axial spondyloarthritis (axSpA). METHODS Demographic data, clinical characteristics and COVID-19 outcome severity of adults with PsO, PsA and axSpA were obtained from two international physician-reported registries. A three-point ordinal COVID-19 severity scale was defined: no hospitalisation, hospitalisation (and no death) and death. ORs were estimated using multivariable ordinal logistic regression. RESULTS Of 5045 cases, 18.3% had PsO, 45.5% PsA and 36.3% axSpA. Most (83.6%) were not hospitalised, 14.6% were hospitalised and 1.8% died. Older age was non-linearly associated with COVID-19 severity. Male sex (OR 1.54, 95% CI 1.30 to 1.83), cardiovascular, respiratory, renal, metabolic and cancer comorbidities (ORs 1.25-2.89), moderate/high disease activity and/or glucocorticoid use (ORs 1.39-2.23, vs remission/low disease activity and no glucocorticoids) were associated with increased odds of severe COVID-19. Later pandemic time periods (ORs 0.42-0.52, vs until 15 June 2020), PsO (OR 0.49, 95% CI 0.37 to 0.65, vs PsA) and baseline exposure to TNFi, IL17i and IL-23i/IL-12+23i (OR 0.57, 95% CI 0.44 to 0.73; OR 0.62, 95% CI 0.45 to 0.87; OR 0.67, 95% CI 0.45 to 0.98; respectively; vs no disease-modifying antirheumatic drug) were associated with reduced odds of severe COVID-19. CONCLUSION Older age, male sex, comorbidity burden, higher disease activity and glucocorticoid intake were associated with more severe COVID-19. Later pandemic time periods, PsO and exposure to TNFi, IL17i and IL-23i/IL-12+23i were associated with less severe COVID-19. These findings will enable risk stratification and inform management decisions for patients with PsO, PsA and axSpA during COVID-19 waves or similar future respiratory pandemics.
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Affiliation(s)
- Pedro M Machado
- Centre for Rheumatology & Department of Neuromuscular Diseases, University College London, London, UK .,National Institute for Health Research (NIHR) University College London Hospitals (UCLH) Biomedical Research Centre, University College London Hospitals NHS Foundation Trust, London, UK.,Rheumatology, Northwick Park Hospital, London North West University Healthcare NHS Trust, London, UK
| | - Martin Schäfer
- Epidemiology and Health Services Research, German Rheumatism Research Center (DRFZ Berlin), Berlin, Germany
| | - Satveer K Mahil
- St John's Institute of Dermatology, Guy's and St Thomas' NHS Foundation Trust and King's College London, London, UK
| | - Jean Liew
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Laure Gossec
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Sorbonne Universite, Paris, France.,AP-HP, Rheumatology Department, Hopital Universitaire Pitie Salpetriere, Paris, France
| | - Nick Dand
- Department of Medical and Molecular Genetics, School of Basic and Medical Biosciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Alexander Pfeil
- Department of Internal Medicine III, Jena University Hospital - Friedrich Schiller University, Jena, Germany
| | - Anja Strangfeld
- Epidemiology and Health Services Research, German Rheumatism Research Center (DRFZ Berlin), Berlin, Germany.,Rheumatology and Clinical Immunology, Charité University Medicine, Berlin, Germany
| | - Anne Constanze Regierer
- Epidemiology and Health Services Research, German Rheumatism Research Center Berlin, Berlin, Germany
| | - Bruno Fautrel
- Rheumatology, Pitié-Salpêtrière hospital, AP - HP, Paris, France
| | | | - Carla G S Saad
- Rheumatology Division, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | - Christopher E M Griffiths
- Dermatology Centre, Salford Royal NHS Foundation Trust, Manchester, UK.,National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Claudia Lomater
- Academic Rheumatology Centre, Università degli Studi di Torino, Torino, Italy
| | - Corinne Miceli-Richard
- Assistance Publique, Hôpital Cochin, Hôpitaux de Paris & Université de Paris, Paris, France.,Unité Mixte AP-HP/ Institut Pasteur, Institut Pasteur, Paris, France
| | - Daniel Wendling
- Rheumatology, Franche-Comté University and University Teaching Hospital (CHRU), Besançon, France
| | | | - Dieter Wiek
- People with Arthritis and Rheumatism (PARE), EULAR, Zurich, Switzerland
| | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases (LPCDR), Lisbon, Portugal.,European Alliance of Associations for Rheumatology (EULAR), Kilchberg, Switzerland
| | - Emily Sirotich
- Yale School of Medicine, Yale University, New Haven, Connecticut, USA.,Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.,Canadian Arthritis Patient Alliance, Toronto, Ontario, Canada
| | - Enrique R Soriano
- Rheumatology Unit, Internal Medicine Service, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.,Instituto Universitario Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Francinne Machado Ribeiro
- Rheumatology, Hospital Universitário Pedro Ernesto, Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Brazil
| | - Felipe Omura
- Clínica Omura Medicina Diagnóstica, São Paulo, Brazil
| | | | - Helena Santos
- Instituto Português de Reumatologia, Lisbon, Portugal.,EpiDoC Unit, CEDOC, Nova Medical School, Lisbon, Portugal
| | - Jonathan Dau
- University of Colorado School of Medicine, Denver, Colorado, USA
| | - Jonathan N Barker
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Jonathan Hausmann
- Program in Rheumatology, Boston Children's Hospital, Boston, Massachusetts, USA.,Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kimme L Hyrich
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Lianne Gensler
- University of California, San Francisco, California, USA
| | - Ligia Silva
- Rheumatology, Centro Hospitalar de Trás-os-montes e Alto Douro (CHTMAD), Vila Real, Portugal
| | - Lindsay Jacobsohn
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA
| | - Loreto Carmona
- Instituto de Salud Musculoesquelética (INMUSC), Madrid, Spain
| | - Marcelo M Pinheiro
- Rheumatology, Hospital São Paulo, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | | | - María de Los Ángeles Severina
- Centro Privado de Medicina Nuclear and Clinica Villa Dalcar, Córdoba, Argentina.,Clinica Villa Dalcar, Río Cuarto, Córdoba, Argentina
| | - Mark Yates
- Centre for Rheumatic Diseases, King's College London, London, UK
| | - Maureen Dubreuil
- Boston University School of Medicine, Boston, Massachusetts, USA
| | | | | | - Nigil Haroon
- Rheumatology, University Health Network, Toronto, Ontario, Canada.,Senior Scientist, Schroder Arthritis Institute, University of Toronto, Toronto, Ontario, Canada
| | - Paul Sufka
- Healthpartners, St. Paul, Minnesota, USA
| | - Rebecca Grainger
- Department of Medicine, University of Otago Wellington, Wellington, New Zealand
| | - Rebecca Hasseli
- Department of Internal Medicine II, University Hospitals Giessen, Giessen, Germany.,Justus Liebig University Giessen, Giessen, Germany
| | - Saskia Lawson-Tovey
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, The University of Manchester, Manchester, UK
| | | | - Thao Pham
- Rheumatology, Aix-Marseille-University, Marseille, France.,Rheumatology, APHM, Marseille, France
| | - Tor Olofsson
- Rheumatology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden.,Rheumatology, Skåne University Hospital, Lund, Sweden
| | - Wilson Bautista-Molano
- Rheumatology Division, University Hospital Fundación Santa Fé de Bogotá, Bogota, Colombia.,School of Medicine, Universidad El Bosque, Bogotá, Colombia
| | - Zachary S Wallace
- Clinical Epidemiology Program, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Zenas Z N Yiu
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Dermatology Centre, Salford Royal NHS Foundation Trust, The University of Manchester, Manchester, UK
| | - Jinoos Yazdany
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA
| | - Philip C Robinson
- School of Clinical Medicine, University of Queensland, Herston, Queensland, Australia.,Rheumatology, Royal Brisbane and Woman's Hospital, Metro North Hospital & Health Service, Herston, Queensland, Australia
| | - Catherine H Smith
- St John's Institute of Dermatology, Guy's and St Thomas' NHS Foundation Trust and King's College London, London, UK
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3
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Ugarte-Gil MF, Alarcón GS, Seet AM, Izadi Z, Montgomery AD, Duarte-García A, Gilbert EL, Valenzuela-Almada MO, Wise L, Sparks JA, Hsu TYT, D'Silva KM, Patel NJ, Sirotich E, Liew JW, Hausmann JS, Sufka P, Grainger R, Bhana S, Wallace Z, Jacobsohn L, Strangfeld A, Mateus EF, Hyrich KL, Gossec L, Carmona L, Lawson-Tovey S, Kearsley-Fleet L, Schaefer M, Machado PM, Robinson PC, Gianfrancesco M, Yazdany J. Association Between Race/Ethnicity and COVID-19 Outcomes in Systemic Lupus Erythematosus Patients From the United States: Data From the COVID-19 Global Rheumatology Alliance. Arthritis Care Res (Hoboken) 2023; 75:53-60. [PMID: 36239292 PMCID: PMC9874592 DOI: 10.1002/acr.25039] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 09/23/2022] [Accepted: 10/04/2022] [Indexed: 01/27/2023]
Abstract
OBJECTIVE To determine the association between race/ethnicity and COVID-19 outcomes in individuals with systemic lupus erythematosus (SLE). METHODS Individuals with SLE from the US with data entered into the COVID-19 Global Rheumatology Alliance registry between March 24, 2020 and August 27, 2021 were included. Variables included age, sex, race, and ethnicity (White, Black, Hispanic, other), comorbidities, disease activity, pandemic time period, glucocorticoid dose, antimalarials, and immunosuppressive drug use. The ordinal outcome categories were: not hospitalized, hospitalized with no oxygenation, hospitalized with any ventilation or oxygenation, and death. We constructed ordinal logistic regression models evaluating the relationship between race/ethnicity and COVID-19 severity, adjusting for possible confounders. RESULTS We included 523 patients; 473 (90.4%) were female and the mean ± SD age was 46.6 ± 14.0 years. A total of 358 patients (74.6%) were not hospitalized; 40 patients (8.3%) were hospitalized without oxygen, 64 patients (13.3%) were hospitalized with any oxygenation, and 18 (3.8%) died. In a multivariable model, Black (odds ratio [OR] 2.73 [95% confidence interval (95% CI) 1.36-5.53]) and Hispanic (OR 2.76 [95% CI 1.34-5.69]) individuals had higher odds of more severe outcomes than White individuals. CONCLUSION Black and Hispanic individuals with SLE experienced more severe COVID-19 outcomes, which is consistent with findings in the US general population. These results likely reflect socioeconomic and health disparities and suggest that more aggressive efforts are needed to prevent and treat infection in this population.
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Affiliation(s)
- Manuel F Ugarte-Gil
- Universidad Cientifica del Sur and Hospital Guillermo Almenara Irigoyen, EsSalud, Lima, Peru
| | - Graciela S Alarcón
- Heersink School of Medicine, University of Alabama at Birmingham, and School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | | | | | | | | | | | - Leanna Wise
- Keck School of Medicine, University of Southern California, Los Angeles
| | - Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Tiffany Y-T Hsu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Kristin M D'Silva
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Naomi J Patel
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Emily Sirotich
- McMaster University, Hamilton, and Canadian Arthritis Patient Alliance, Toronto, Ontario, Canada
| | - Jean W Liew
- Boston University School of Medicine, Boston, Massachusetts
| | - Jonathan S Hausmann
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | | | | | | | - Zachary Wallace
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | | | | | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases, Lisbon, Portugal, and European League Against Rheumatism Standing Committee of People with Arthritis/Rheumatism in Europe, Kilchberg, Switzerland
| | - Kimme L Hyrich
- University of Manchester, National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, and Manchester Academic Health Science Centre, Manchester, UK
| | - Laure Gossec
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, and Pitié-Salpêtrière Hospital, AP-HP, Paris, France
| | | | - Saskia Lawson-Tovey
- University of Manchester, National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, and Manchester Academic Health Science Centre, Manchester, UK
| | - Lianne Kearsley-Fleet
- University of Manchester and Manchester Academic Health Science Centre, Manchester, UK
| | | | - Pedro M Machado
- University College London, National Institute for Health Research University College London Hospitals Biomedical Research Centre, University College London Hospitals NHS Foundation Trust, and Northwick Park Hospital, London North West University Healthcare NHS Trust, London, UK
| | - Philip C Robinson
- University of Queensland School of Clinical Medicine, Herston, and Royal Brisbane and Women's Hospital, Metro North Hospital and Health Service, Queensland, Australia
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4
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Izadi Z, Gianfrancesco MA, Aguirre A, Strangfeld A, Mateus EF, Hyrich KL, Gossec L, Carmona L, Lawson‐Tovey S, Kearsley‐Fleet L, Schaefer M, Seet AM, Schmajuk G, Jacobsohn L, Katz P, Rush S, Al‐Emadi S, Sparks JA, Hsu TY, Patel NJ, Wise L, Gilbert E, Duarte‐García A, Valenzuela‐Almada MO, Ugarte‐Gil MF, Ribeiro SLE, de Oliveira Marinho A, de Azevedo Valadares LD, Giuseppe DD, Hasseli R, Richter JG, Pfeil A, Schmeiser T, Isnardi CA, Reyes Torres AA, Alle G, Saurit V, Zanetti A, Carrara G, Labreuche J, Barnetche T, Herasse M, Plassart S, Santos MJ, Rodrigues AM, Robinson PC, Machado PM, Sirotich E, Liew JW, Hausmann JS, Sufka P, Grainger R, Bhana S, Costello W, Wallace ZS, Yazdany J. Development of a Prediction Model for COVID-19 Acute Respiratory Distress Syndrome in Patients With Rheumatic Diseases: Results From the Global Rheumatology Alliance Registry. ACR Open Rheumatol 2022; 4:872-882. [PMID: 35869686 PMCID: PMC9350083 DOI: 10.1002/acr2.11481] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 05/31/2022] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVE Some patients with rheumatic diseases might be at higher risk for coronavirus disease 2019 (COVID-19) acute respiratory distress syndrome (ARDS). We aimed to develop a prediction model for COVID-19 ARDS in this population and to create a simple risk score calculator for use in clinical settings. METHODS Data were derived from the COVID-19 Global Rheumatology Alliance Registry from March 24, 2020, to May 12, 2021. Seven machine learning classifiers were trained on ARDS outcomes using 83 variables obtained at COVID-19 diagnosis. Predictive performance was assessed in a US test set and was validated in patients from four countries with independent registries using area under the curve (AUC), accuracy, sensitivity, and specificity. A simple risk score calculator was developed using a regression model incorporating the most influential predictors from the best performing classifier. RESULTS The study included 8633 patients from 74 countries, of whom 523 (6%) had ARDS. Gradient boosting had the highest mean AUC (0.78; 95% confidence interval [CI]: 0.67-0.88) and was considered the top performing classifier. Ten predictors were identified as key risk factors and were included in a regression model. The regression model that predicted ARDS with 71% (95% CI: 61%-83%) sensitivity in the test set, and with sensitivities ranging from 61% to 80% in countries with independent registries, was used to develop the risk score calculator. CONCLUSION We were able to predict ARDS with good sensitivity using information readily available at COVID-19 diagnosis. The proposed risk score calculator has the potential to guide risk stratification for treatments, such as monoclonal antibodies, that have potential to reduce COVID-19 disease progression.
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Affiliation(s)
| | | | | | | | - Elsa F. Mateus
- Portuguese League Against Rheumatic DiseasesLisbonPortugal
| | - Kimme L. Hyrich
- The University of Manchester and National Institute for Health Research Manchester Biomedical Research Centre, Manchester University and NHS Foundation TrustManchesterUK
| | - Laure Gossec
- INSERM, Sorbonne Universite and Hopital Universitaire Pitie Salpetriere, AP‐HPParisFrance
| | | | - Saskia Lawson‐Tovey
- The University of Manchester and National Institute for Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust and Manchester Academic Health Science CentreManchesterUK
| | - Lianne Kearsley‐Fleet
- The University of Manchester and Manchester Academic Health Science CentreManchesterUK
| | | | | | - Gabriela Schmajuk
- University of CaliforniaSan Francisco and San Francisco Department of Veterans Affairs Medical Center
| | | | | | | | | | - Jeffrey A. Sparks
- Brigham and Women's Hospital and Harvard Medical SchoolBostonMassachusetts
| | - Tiffany Y‐T Hsu
- Brigham and Women's Hospital and Harvard Medical SchoolBostonMassachusetts
| | - Naomi J. Patel
- Massachusetts General Hospital and Harvard Medical SchoolBoston
| | - Leanna Wise
- University of Southern CaliforniaLos Angeles
| | | | | | | | - Manuel F. Ugarte‐Gil
- Universidad Científica del Sur and Hospital Nacional Guillermo Almenara IrigoyenEsSalud, LimaPeru
| | | | | | | | | | - Rebecca Hasseli
- Justus‐Liebig University Giessen, Campus KerckhoffGiessenGermany
| | | | - Alexander Pfeil
- Jena University Hospital and Friedrich Schiller University JenaJenaGermany
| | - Tim Schmeiser
- Rheumatology im Veedel (Private Practice)CologneGermany
| | | | | | | | | | - Anna Zanetti
- Italian Society for Rheumatology and University of Milano‐BicoccaMilanItaly
| | - Greta Carrara
- Italian Society for Rheumatology and University of Milano‐BicoccaMilanItaly
| | | | - Thomas Barnetche
- FHU ACRONIM, Centre for Autoimmune Systemic Rare Diseases, Bordeaux University HospitalBordeauxFrance
| | - Muriel Herasse
- Filière des Maladies Autoimmunes et Autoinflammatoires Rares, Hôpital Huriez, Centre Hospitalier Universitaire de LilleLilleFrance
| | - Samira Plassart
- Filière des Maladies Autoimmunes et Autoinflammatoires Rares, Hôpital Huriez, Centre Hospitalier Universitaire de LilleLilleFrance
| | - Maria José Santos
- Hospital Garcia de Orta, Almada, Portugal, and Instituto de Medicina Molecular Faculdade Medicina and Rheumatic Diseases Portuguese RegisterLisbonPortugal
| | - Ana Maria Rodrigues
- Rheumatic Diseases Portuguese Register, Sociedade Portuguesa de Reumatologia, Nova Medical School, and Hospital dos LusiadasLisbonPortugal
| | - Philip C. Robinson
- The University of Queensland, Brisbane, Queensland, Australia, and Royal Brisbane and Women's Hospital, Metro North Hospital and Health ServiceHerstonQueenslandAustralia
| | - Pedro M. Machado
- University College London, University College London Hospitals NHS Foundation Trust and Northwick Park Hospital, London North West University Healthcare NHS TrustLondonUK
| | - Emily Sirotich
- McMaster University, Hamilton, Ontario, Canada, and Canadian Arthritis Patient AllianceTorontoOntarioCanada
| | - Jean W. Liew
- Boston University School of MedicineBostonMassachusetts
| | - Jonathan S. Hausmann
- Beth Israel Deaconess Medical Center, Harvard Medical School and Boston Children's HospitalBostonMassachusetts
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Yeoh SA, Gianfrancesco M, Lawson-Tovey S, Hyrich KL, Strangfeld A, Gossec L, Carmona L, Mateus EF, Schäfer M, Richez C, Hachulla E, Holmqvist M, Scirè CA, Lorenz HM, Voll RE, Hasseli R, Jayatilleke A, Hsu TYT, D'Silva KM, Pimentel-Quiroz VR, Vasquez Del Mercado M, Shinjo SK, Neto ETDR, Junior LFDR, de Oliveira E Silva Montandon AC, Pons-Estel GJ, Ornella S, D'Angelo Exeni ME, Velozo E, Jordan P, Sirotich E, Hausmann JS, Liew JW, Jacobsohn L, Gore-Massy M, Sufka P, Grainger R, Bhana S, Wallace Z, Robinson PC, Yazdany J, Machado PM. Factors associated with severe COVID-19 in people with idiopathic inflammatory myopathy: results from the COVID-19 Global Rheumatology Alliance physician-reported registry. RMD Open 2022; 8:rmdopen-2022-002508. [PMID: 36100295 PMCID: PMC9471207 DOI: 10.1136/rmdopen-2022-002508] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 08/29/2022] [Indexed: 12/02/2022] Open
Abstract
Objectives To investigate factors associated with severe COVID-19 in people with idiopathic inflammatory myopathy (IIM). Methods Demographic data, clinical characteristics and COVID-19 outcome severity of adults with IIM were obtained from the COVID-19 Global Rheumatology Alliance physician-reported registry. A 3-point ordinal COVID-19 severity scale was defined: (1) no hospitalisation, (2) hospitalisation (and no death) and (3) death. ORs were estimated using multivariable ordinal logistic regression. Sensitivity analyses were performed using a 4-point ordinal scale: (1) no hospitalisation, (2) hospitalisation with no oxygen (and no death), (3) hospitalisation with oxygen/ventilation (and no death) and 4) death. Results Of 348 patients, 48% were not hospitalised, 39% were hospitalised (and did not die) and 13% died. Older age (OR=1.59/decade, 95% CI 1.31 to 1.91), high disease activity (OR=3.50, 95% CI 1.25 to 9.83; vs remission), ≥2 comorbidities (OR=2.63, 95% CI 1.39 to 4.98; vs none), prednisolone-equivalent dose >7.5 mg/day (OR=2.40, 95% CI 1.09 to 5.28; vs no intake) and exposure to rituximab (OR=2.71, 95% CI 1.28 to 5.72; vs conventional synthetic disease-modifying antirheumatic drugs only) were independently associated with severe COVID-19. In addition to these variables, in the sensitivity analyses, male sex (OR range: 1.65–1.83; vs female) was also significantly associated with severe outcomes, while COVID-19 diagnosis after 1 October 2020 (OR range: 0.51–0.59; vs on/before 15 June 2020) was significantly associated with less severe outcomes, but these associations were not significant in the main model (OR=1.57, 95% CI 0.95 to 2.59; and OR=0.61, 95% CI 0.37 to 1.00; respectively). Conclusions This is the first large registry data on outcomes of COVID-19 in people with IIM. Older age, male sex, higher comorbidity burden, high disease activity, prednisolone-equivalent dose >7.5 mg/day and rituximab exposure were associated with severe COVID-19. These findings will enable risk stratification and inform management decisions for patients with IIM.
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Affiliation(s)
- Su-Ann Yeoh
- Centre for Rheumatology, University College London, London, UK.,Department of Rheumatology, University College London University Hospitals NHS Foundation Trust, London, UK
| | - Milena Gianfrancesco
- Division of Rheumatology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Saskia Lawson-Tovey
- Centre for Genetics and Genomics Versus Arthritis, University of Manchester, Manchester, UK.,National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, Greater Manchester, UK
| | - Kimme L Hyrich
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, Greater Manchester, UK.,Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | - Anja Strangfeld
- German Rheumatism Research Center (DRFZ Berlin), Epidemiology and Health Services Research, Berlin, Germany
| | - Laure Gossec
- Institut Pierre Louis d'Epidémiologie et de Santé Publique, INSERM, Sorbonne Université, Paris, France.,Department of Rheumatology, APHP, Pitié-Salpêtrière Hospital, Paris, France
| | - Loreto Carmona
- Instituto de Salud Musculoesquelética (INMUSC), Madrid, Spain
| | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases (LPCDR), Lisbon, Portugal
| | - Martin Schäfer
- German Rheumatism Research Center (DRFZ Berlin), Epidemiology and Health Services Research, Berlin, Germany
| | - Christophe Richez
- Département de Rhumatologie, Referral Center for Rare Systemic Autoimmune Diseases RESO, CHU de Bordeaux, Bordeaux, France.,UMR CNRS 5164, Université de Bordeaux, Bordeaux, France
| | - Eric Hachulla
- Lille Inflammation Research International Center (LIRIC), University of Lille, Lille, France.,Département de Médecine Interne et Immunologie Clinique, Referral Center for Rare Systemic Autoimmune Diseases North and Northwest of France (CeRAINO), INSERM U995, CHU Lille, Lille, France
| | - Marie Holmqvist
- Clinical Epidemiology Unit, Karolinska Institute, Stockholm, Sweden
| | | | - Hanns-Martin Lorenz
- Division of Rheumatology, Department of Medicine V, University Hospital Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Reinhard E Voll
- Department of Rheumatology and Clinical Immunology, University Medical Center, Faculty of Medicine, Albert-Ludwigs University of Freiburg, Freiburg, Germany
| | - Rebecca Hasseli
- Department of Internal Medicine II, University Hospitals Giessen, Justus-Liebig-University Giessen, Giessen, Germany
| | - Arundathi Jayatilleke
- Section of Rheumatology, Department of Medicine, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, USA
| | - Tiffany Y-T Hsu
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kristin M D'Silva
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, USA
| | - Victor R Pimentel-Quiroz
- Department of Rheumatology, Hospital Nacional Guillermo Almenara Irigoyen, Lima, Peru.,Universidad Cientifica del Sur, Lima, Peru
| | | | - Samuel Katsuyuki Shinjo
- Division of Rheumatology, Faculdade de Medicina (FMUSP), Universidade de São Paulo, São Paulo, Brazil
| | | | | | | | | | - Sofía Ornella
- Hospital Interzonal General de Agudos (HIGA) San Martin, La Plata, Buenos Aires, Argentina
| | | | - Edson Velozo
- Sanatorio y Universidad Adventista del Plata, Libertador San Martín, Entre Ríos, Argentina
| | | | - Emily Sirotich
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.,Canadian Arthritis Patient Alliance, Toronto, ON, Canada
| | - Jonathan S Hausmann
- Program in Rheumatology, Boston Children's Hospital, Boston, MA, USA.,Division of Rheumatology and Clinical Immunology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Jean W Liew
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Lindsay Jacobsohn
- Division of Rheumatology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | | | | | - Rebecca Grainger
- Department of Medicine, University of Otago Wellington, Wellington, New Zealand
| | | | - Zachary Wallace
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Philip C Robinson
- Faculty of Medicine, University of Queensland School of Clinical Medicine, Herston, Queensland, Australia.,Department of Rheumatology, Royal Brisbane and Woman's Hospital, Metro North Hospital and Health Service, Herston, Queensland, Australia
| | - Jinoos Yazdany
- Division of Rheumatology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Pedro M Machado
- Centre for Rheumatology, University College London, London, UK .,Department of Rheumatology, Northwick Park Hospital, London North West University Healthcare NHS Trust, London, UK.,National Institute of Health Research University College London Hospitals Biomedical Research Centre, University College London Hospitals NHS Foundation Trust, London, UK.,Department of Neuromuscular Diseases, University College London, London, UK
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Izadi Z, Gianfrancesco MA, Schmajuk G, Jacobsohn L, Katz P, Rush S, Ja C, Taylor T, Shidara K, Danila MI, Wysham KD, Strangfeld A, Mateus EF, Hyrich KL, Gossec L, Carmona L, Lawson-Tovey S, Kearsley-Fleet L, Schaefer M, Al-Emadi S, Sparks JA, Hsu TYT, Patel NJ, Wise L, Gilbert E, Duarte-García A, Valenzuela-Almada MO, Ugarte-Gil MF, Ljung L, Scirè CA, Carrara G, Hachulla E, Richez C, Cacoub P, Thomas T, Santos MJ, Bernardes M, Hasseli R, Regierer A, Schulze-Koops H, Müller-Ladner U, Pons-Estel G, Tanten R, Nieto RE, Pisoni CN, Tissera YS, Xavier R, Lopes Marques CD, Pileggi GCS, Robinson PC, Machado PM, Sirotich E, Liew JW, Hausmann JS, Sufka P, Grainger R, Bhana S, Gore-Massy M, Wallace ZS, Yazdany J. Environmental and societal factors associated with COVID-19-related death in people with rheumatic disease: an observational study. Lancet Rheumatol 2022; 4:e603-e613. [PMID: 35909441 PMCID: PMC9313519 DOI: 10.1016/s2665-9913(22)00192-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background Differences in the distribution of individual-level clinical risk factors across regions do not fully explain the observed global disparities in COVID-19 outcomes. We aimed to investigate the associations between environmental and societal factors and country-level variations in mortality attributed to COVID-19 among people with rheumatic disease globally. Methods In this observational study, we derived individual-level data on adults (aged 18-99 years) with rheumatic disease and a confirmed status of their highest COVID-19 severity level from the COVID-19 Global Rheumatology Alliance (GRA) registry, collected between March 12, 2020, and Aug 27, 2021. Environmental and societal factors were obtained from publicly available sources. The primary endpoint was mortality attributed to COVID-19. We used a multivariable logistic regression to evaluate independent associations between environmental and societal factors and death, after controlling for individual-level risk factors. We used a series of nested mixed-effects models to establish whether environmental and societal factors sufficiently explained country-level variations in death. Findings 14 044 patients from 23 countries were included in the analyses. 10 178 (72·5%) individuals were female and 3866 (27·5%) were male, with a mean age of 54·4 years (SD 15·6). Air pollution (odds ratio 1·10 per 10 μg/m3 [95% CI 1·01-1·17]; p=0·0105), proportion of the population aged 65 years or older (1·19 per 1% increase [1·10-1·30]; p<0·0001), and population mobility (1·03 per 1% increase in number of visits to grocery and pharmacy stores [1·02-1·05]; p<0·0001 and 1·02 per 1% increase in number of visits to workplaces [1·00-1·03]; p=0·032) were independently associated with higher odds of mortality. Number of hospital beds (0·94 per 1-unit increase per 1000 people [0·88-1·00]; p=0·046), human development index (0·65 per 0·1-unit increase [0·44-0·96]; p=0·032), government response stringency (0·83 per 10-unit increase in containment index [0·74-0·93]; p=0·0018), as well as follow-up time (0·78 per month [0·69-0·88]; p<0·0001) were independently associated with lower odds of mortality. These factors sufficiently explained country-level variations in death attributable to COVID-19 (intraclass correlation coefficient 1·2% [0·1-9·5]; p=0·14). Interpretation Our findings highlight the importance of environmental and societal factors as potential explanations of the observed regional disparities in COVID-19 outcomes among people with rheumatic disease and lay foundation for a new research agenda to address these disparities. Funding American College of Rheumatology and European Alliance of Associations for Rheumatology.
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Affiliation(s)
- Zara Izadi
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
| | - Milena A Gianfrancesco
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
| | - Gabriela Schmajuk
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
- San Francisco VA Medical Center, San Francisco, CA, USA
| | - Lindsay Jacobsohn
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
| | - Patricia Katz
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
| | - Stephanie Rush
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
| | - Clairissa Ja
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
| | - Tiffany Taylor
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
| | - Kie Shidara
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
| | - Maria I Danila
- Division of Clinical Immunology and Rheumatology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Katherine D Wysham
- VA Puget Sound Health Care System and Division of Rheumatology, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Anja Strangfeld
- German Rheumatism Research Center, Epidemiology and Health Care Research, Berlin, Germany
| | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases, Lisbon, Portugal
| | - Kimme L Hyrich
- Centre for Epidemiology Versus Arthritis, University of Manchester, Manchester, UK
- National Institute of Health Research Manchester Biomedical Research Centre, University of Manchester-NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Laure Gossec
- INSERM, Sorbonne Universites, Groupe Hopital Universitaire Pitie Salpetriere, AP-HP, Paris, France
- Rheumatology Department, Sorbonne Universites, Groupe Hopital Universitaire Pitie Salpetriere, AP-HP, Paris, France
| | | | - Saskia Lawson-Tovey
- Centre for Genetics and Genomics Versus Arthritis, University of Manchester, Manchester, UK
- Centre for Musculoskeletal Research, University of Manchester, Manchester, UK
- National Institute of Health Research Manchester Biomedical Research Centre, University of Manchester-NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | | | - Martin Schaefer
- German Rheumatism Research Center, Epidemiology and Health Care Research, Berlin, Germany
| | | | - Jeffrey A Sparks
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Tiffany Y-T Hsu
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Naomi J Patel
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Leanna Wise
- University of Southern California, Los Angeles, CA, USA
| | - Emily Gilbert
- Division of Rheumatology, Mayo Clinic, Jacksonville, FL, USA
| | - Alí Duarte-García
- Division of Rheumatology, Mayo Clinic, Rochester, MN, USA
- Robert D and Patricia E Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA
| | | | - Manuel F Ugarte-Gil
- School of Medicine, Universidad Científica del Sur, Lima, Peru
- Rheumatology Department, Hospital Guillermo Almenara Irigoyen, EsSalud, Lima, Peru
| | - Lotta Ljung
- Department of Public Health and Clinical Medicine and Department of Rheumatology, Umeå University, Umeå, Sweden
- Division of Clinical Epidemiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Carlo A Scirè
- Epidemiology Research Unit, Italian Society for Rheumatology, Milan, Italy
| | - Greta Carrara
- Epidemiology Research Unit, Italian Society for Rheumatology, Milan, Italy
| | - Eric Hachulla
- INSERM, CHU Lille, Service de Médecine Interne et Immunologie Clinique, Centre de référence des maladies autoimmunes systémiques rares du Nord et Nord-Ouest de France, U1286-INFINITE-Institute for Translational Research in Inflammation, Université de Lille, Lille, France
| | - Christophe Richez
- Department of Rheumatology, Hôpital Pellegrin, Centre Hospitalier Universitaire de Bordeaux, Bordeux, France
- UMR-CNRS 5164, ImmunoConcEpT, Bordeaux University, Bordeaux, France
| | - Patrice Cacoub
- INSERM 959, Sorbonne Universites, Groupe Hopital Universitaire Pitie Salpetriere, AP-HP, Paris, France
| | - Thierry Thomas
- Département de Médecine Interne et Immunologie Clinique, Sorbonne Universites, Groupe Hopital Universitaire Pitie Salpetriere, AP-HP, Paris, France
- Centre National de Références Maladies Autoimmunes systémiques rares, Sorbonne Universites, Groupe Hopital Universitaire Pitie Salpetriere, AP-HP, Paris, France
- Centre National de Références Maladies Autoinflammatoires et Amylose Inflammatoire, Sorbonne Universites, Groupe Hopital Universitaire Pitie Salpetriere, AP-HP, Paris, France
- Inflammation-Immunopathology-Biotherapy Department, Sorbonne Universites, Groupe Hopital Universitaire Pitie Salpetriere, AP-HP, Paris, France
- Department of Rheumatology, Hôpital Nord, Centre Hospitalier Universitaire Saint-Etienne, INSERM U1059, Lyon University, Saint-Etienne, France
| | - Maria J Santos
- Rheumatology Department, Hospital Garcia de Orta, Almada, Portugal
- Instituto de Medicina Molecular, Faculdade Medicina Lisboa, University of Lisbon, Lisbon, Portugal
| | - Miguel Bernardes
- Department of Medicine, Faculty of Medicine, University of Porto, Porto, Portugal
- Rheumatology Department, Centro Hospitalar-Universitário de São João, Porto, Portugal
| | - Rebecca Hasseli
- Department of Rheumatology and Clinical Immunology, Justus-Liebig University Giessen, Germany
| | - Anne Regierer
- German Rheumatism Research Center, Epidemiology and Health Care Research, Berlin, Germany
| | - Hendrik Schulze-Koops
- Division of Rheumatology and Clinical Immunology, Department of Medicine IV, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Ulf Müller-Ladner
- Department of Rheumatology and Clinical Immunology, Justus-Liebig University Giessen, Germany
| | | | - Romina Tanten
- Hospital Francisco Lopez Lima, General Roca, Argentina
| | - Romina E Nieto
- Department of Rheumatology, Grupo Oroño-Centro Regional de Enfermedades Autoinmunes y Reumáticas, Rosario, Santa Fe, Argentina
| | - Cecilia N Pisoni
- Rheumatology and Immunology Section, Centro de Educación Médica e Investigaciones Clínicas "Norberto Quirno", Buenos Aires, Argentina
| | - Yohana S Tissera
- Servicio de Clínica Médica, Unidad de Reumatología del Hospital Córdoba and Sanatorio Parque de Córdoba, Córdoba, Argentina
| | - Ricardo Xavier
- Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | | | | | - Philip C Robinson
- University of Queensland Medical School, Brisbane, QLD, Australia
- Royal Brisbane and Women's Hospital, Metro North Hospital and Health Service, Herston, QLD, Australia
| | - Pedro M Machado
- University College London, University College London Hospitals NHS Foundation Trust, Northwick Park Hospital, London North-West University Healthcare NHS Trust, London, UK
| | - Emily Sirotich
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
- Canadian Arthritis Patient Alliance, Toronto, ON, Canada
| | - Jean W Liew
- Boston University School of Medicine, Boston, MA, USA
| | - Jonathan S Hausmann
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | | | - Rebecca Grainger
- Department of Medicine, University of Otago Wellington, Wellington, New Zealand
| | | | | | - Zachary S Wallace
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jinoos Yazdany
- Division of Rheumatology, School of Medicine, University of California, San Francisco, CA, USA
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Romero-Galisteo RP, González-Sánchez M, Costa L, Brandão R, Ramalhete C, Leão C, Jacobsohn L. Outcome measurement instruments in Rett syndrome: A systematic review. Eur J Paediatr Neurol 2022; 39:79-87. [PMID: 35717810 DOI: 10.1016/j.ejpn.2022.06.003] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 03/28/2022] [Accepted: 06/06/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVE The aim of the study was to identify and characterize outcome measures for objective and subjective assessment in persons with Rett syndrome (RS). METHODS A systematic review was conducted consulting the EBSCO, Cochrane, Web of Science, Scielo, MEDLINE and PsycINFO databases for published studies describing the use of patient-reported outcome measures (PROMs) and other outcome measures in persons with RS. Validation studies and observational studies were included. The PROMs were first described, and then the measurement properties were evaluated using predefined criteria according to the COnsensus-based Standards for the selection of health Measurement Instruments (COSMIN). The outcome measures were then grouped according to the International Classification of Functioning, Disability and Health (ICF) to establish a relationship between outcome measures and ICF domains. RESULTS Twenty out of 2327 articles were appraised, and seventeen different outcome measures were identified and described. Ten outcome measures corresponded to evaluation questionnaires, while the remaining seven assessed functional outcomes: walking distance, physical activity level and ability to interact visually. A relation between these outcome measures that assess RS and the ICF allows understanding that most of the instruments (fifteen) include the assessment of activity limitations. CONCLUSIONS The findings of this study seem to be promising for their use by clinicians and researchers, although they have methodological limitations. The accuracy and quality of these individual outcome measures should continue to be assessed in an attempt to gather a consensus on the best tools used in RS.
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Affiliation(s)
- R P Romero-Galisteo
- Department of Physiotherapy, Faculty of Health Science, University of Málaga, Biomedical Research Institute of Málaga (IBIMA), Málaga, Spain
| | - M González-Sánchez
- Department of Physiotherapy, Faculty of Health Science, University of Málaga, Biomedical Research Institute of Málaga (IBIMA), Málaga, Spain.
| | - L Costa
- Escola Superior de Saúde Atlantica, Oeiras, Portugal
| | - R Brandão
- Escola Superior de Saúde Atlantica, Oeiras, Portugal
| | - C Ramalhete
- Atlântica- Instituto Universitário, Oeiras, Portugal; Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisboa, Portugal
| | - C Leão
- Escola Superior de Saúde Atlantica, Oeiras, Portugal
| | - L Jacobsohn
- Escola Superior de Saúde Atlantica, Oeiras, Portugal
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Yeoh SA, Gianfrancesco M, Lawson-Tovey S, Hyrich K, Strangfeld A, Gossec L, Carmona L, Mateus E, Schaefer M, Richez C, Hachulla E, Holmqvist M, Scirè CA, Hasseli R, Jayatilleke A, Hsu T, D’Silva K, Pimentel-Quiroz V, Vasquez del Mercado M, Katsuyuki Shinjo S, Reis Neto E, Rocha L, Montandon ACDOES, Jordan P, Sirotich E, Hausmann J, Liew J, Jacobsohn L, Gore-Massy M, Sufka P, Grainger R, Bhana S, Wallace Z, Robinson P, Yazdany J, Machado P. OP0252 FACTORS ASSOCIATED WITH SEVERE COVID-19 OUTCOMES IN PATIENTS WITH IDIOPATHIC INFLAMMATORY MYOPATHY: RESULTS FROM THE COVID-19 GLOBAL RHEUMATOLOGY ALLIANCE PHYSICIAN-REPORTED REGISTRY. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.3235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BackgroundThere is a paucity of data in the literature about the outcome of patients with idiopathic inflammatory myopathy (IIM) who have been infected with SARS-CoV-2.ObjectivesTo investigate factors associated with severe COVID-19 outcomes in patients with IIM.MethodsData on demographics, number of comorbidities, region, COVID-19 time period, physician-reported disease activity, anti-rheumatic medication exposure at the clinical onset of COVID-19, and COVID-19 outcomes of IIM patients were obtained from the voluntary COVID-19 Global Rheumatology Alliance physician-reported registry of adults with rheumatic disease (from 17 March 2020 to 27 August 2021). An ordinal COVID-19 severity scale was used as primary outcome of interest, with each outcome category being mutually exclusive from the other:a) no hospitalization, b) hospitalization (and no death), or c) death. Odds ratios (OR) were estimated using multivariable ordinal logistic regression. In ordinal logistic regression, the effect size of a categorical predictor can be interpreted as the odds of being one level higher on the ordinal COVID-19 severity scale than the reference category.ResultsComplete hospitalization and death outcome data was available in 348 IIM cases. Mean age was 53 years, and 223 (64.1%) were female. Overall, 167/348 (48.0%) people were not hospitalized, 136/348 (39.1%) were hospitalized (and did not die), and 45/348 (12.9%) died. Older age (OR=1.59 per decade of life, 95%CI 1.32-1.93), male sex (OR=1.63, 95%CI 1.004-2.64; versus female), high disease activity (OR=4.05, 95%CI 1.29-12.76; versus remission), presence of two or more comorbidities (OR=2.39, 95%CI 1.22-4.68; versus none), prednisolone-equivalent dose >7.5 mg/day (OR=2.37, 95%CI 1.27-4.44; versus no glucocorticoid intake), and exposure to rituximab (OR=2.60, 95%CI 1.23-5.47; versus csDMARDs only) were associated with worse COVID-19 outcomes (Table 1).Table 1.Multivariable logistic regression analysis of factors associated with the ordinal COVID-19 severity outcomes. AZA, azathioprine; CI, confidence interval; combo, combination; CSA, ciclosporin; CYC, cyclophosphamide; DMARD, disease-modifying anti-rheumatic drug; b/tsDMARD, biologic/targeted synthetic DMARD, csDMARD, conventional synthetic DMARD; HCQ, hydroxychloroquine; IVIg, intravenous immunoglobulin; LEF, leflunomide; MMF, mycophenolate mofetil; mono, monotherapy; MTX, methotrexate; OR, odds ratio; Ref, reference; RTX, rituximab; SSZ, sulfasalazine; TAC, tacrolimus.VariableOR (95%CI)P-valueVariableOR (95%CI)P-valueAge (per decade)1.59 (1.32-1.93)<0.001ComorbiditiesMale sex1.63 (1.004-2.64)0.048NoneRefNAPrednisolone-equivalent doseOne1.46 (0.79-2.72)0.228NoneRefNATwo or more2.39 (1.22-4.68)0.011>0 to 7.5mg/day1.10 (0.57-2.11)0.779Physician-reported disease activity>7.5mg/day2.37 (1.27-4.44)0.007RemissionRefNAIVIg0.41 (0.15-1.16)0.093Low/moderate1.23 (0.67-2.28)0.504DMARDsHigh4.05 (1.29-12.76)0.018csDMARD only (mono or combi - HCQ, MTX, LEF, SSZ)RefNARegionNo DMARD1.84 (0.90-3.75)0.094EuropeRefNAb/tsDMARD mono or combi (except RTX)1.60 (0.49-5.26)0.435North America0.89 (0.49-1.61)0.694CSA/CYC/TAC mono or combi (except RTX or b/tsDMARDs)1.55 (0.52-4.58)0.429Other4.25 (2.21-8.16)<0.001AZA mono1.70 (0.69-4.19)0.249Time periodMMF mono1.22 (0.53-2.82)0.634Before 15 June 2020RefNAAZA/MMF combi (except RTX or b/tsDMARDs)0.71 (0.25-2.00)0.51716 June - 30 September 20200.58 (0.26-1.27)0.171RTX mono or combi2.60 (1.23-5.47)0.012After 1 October 20200.58 (0.35-0.95)0.032ConclusionThese are the first global registry data on the impact of COVID-19 on IIM patients. Older age, male gender, higher comorbidity burden, higher disease activity, higher glucocorticoid intake and rituximab exposure were associated with worse outcomes. These findings will inform risk stratification and management decisions for IIM patients.ReferencesNoneDisclosure of InterestsSu-Ann Yeoh: None declared, Milena Gianfrancesco: None declared, Saskia Lawson-Tovey: None declared, Kimme Hyrich Speakers bureau: AbbVie unrelated to this work, Grant/research support from: Pfizer, BMS, both unrelated to this work, Anja Strangfeld Speakers bureau: AbbVie, Celltrion, MSD, Janssen, Lilly, Roche, BMS, Pfizer, all unrelated to this work, Laure Gossec Consultant of: AbbVie, Amgen, BMS, Galapagos, Gilead, GSK, Janssen, Lilly, Novartis, Pfizer, Samsung Bioepis, Sanofi-Aventis, UCB, all unrelated to this work, Grant/research support from: Amgen, Galapagos, Lilly, Pfizer, Sandoz, all unrelated to this work, Loreto Carmona: None declared, Elsa Mateus Consultant of: Boehringer Ingelheim Portugal, not related to this work, Martin Schaefer: None declared, Christophe Richez Speakers bureau: Abbvie, Amgen, Astra Zeneca, Biogen, BMS, Celltrion, Eli Lilly, Galapagos, GSK, MSD, Novartis, and Pfizer, all unrelated to this abstract, Consultant of: Abbvie, Amgen, Astra Zeneca, Biogen, BMS, Celltrion, Eli Lilly, Galapagos, GSK, MSD, Novartis, and Pfizer, all unrelated to this abstract, Eric Hachulla Speakers bureau: Johnson & Johnson, GlaxoSmithKline, Roche-Chugai, all unrelated to this work, Consultant of: Bayer, Boehringer Ingelheim, GlaxoSmithKline, Johnson & Johnson, Roche-Chugai, Sanofi-Genzyme, all unrelated to this work, Grant/research support from: CSL Behring, GlaxoSmithKline, Johnson & Johnson, Roche-Chugai, Sanofi-Genzyme, all unrelated to this work, Marie Holmqvist: None declared, Carlo Alberto Scirè Grant/research support from: AbbVie, Lilly, both unrelated to this work, Rebecca Hasseli: None declared, Arundathi Jayatilleke: None declared, Tiffany Hsu: None declared, Kristin D’Silva: None declared, Victor Pimentel-Quiroz: None declared, Monica Vasquez del Mercado: None declared, Samuel Katsuyuki Shinjo: None declared, Edgard Reis Neto: None declared, Laurindo Rocha Jr: None declared, Ana Carolina de Oliveira e Silva Montandon Speakers bureau: GSK, not related to this work, Paula Jordan: None declared, Emily Sirotich: None declared, Jonathan Hausmann Speakers bureau: Novartis, Biogen, Pfizer, not related to this work, Consultant of: Novartis, Biogen, Pfizer, not related to this work, Jean Liew Grant/research support from: Pfizer research grant, completed in 2021, not related to this work, Lindsay Jacobsohn: None declared, Monique Gore-Massy Speakers bureau: Aurinia Pharmaceuticals, Boehringer Ingelheim, Bristol-Myers Squibb, not related to this work, Consultant of: Aurinia Pharmaceuticals, Boehringer Ingelheim, Bristol-Myers Squibb, not related to this work, Paul Sufka: None declared, Rebecca Grainger Speakers bureau: AbbVie, Janssen, Novartis, Pfizer and Cornerstones, all unrelated to this work, Consultant of: AbbVie, Novartis, both unrelated to this work, Suleman Bhana Shareholder of: Pfizer, Inc, Speakers bureau: AbbVie, Horizon, Novartis, and Pfizer, all unrelated to this work, Consultant of: AbbVie, Horizon, Novartis, and Pfizer, all unrelated to this work, Employee of: Pfizer, Inc, Zachary Wallace: None declared, Philip Robinson Speakers bureau: Abbvie, Janssen, Roche, GSK, Novartis, Lilly, UCB, all unrelated to this work, Paid instructor for: Lilly, unrelated to this work, Consultant of: GSK, Kukdong, Atom Biosciences, UCB, all unrelated to this work, Grant/research support from: Janssen, Pfizer, UCB and Novartis, all unrelated to this work, Jinoos Yazdany Consultant of: Aurinia, Astra Zeneca, Pfizer, all unrelated to this work, Grant/research support from: Astra Zeneca, Gilead, BMS Foundation, all unrelated to this work, Pedro Machado Speakers bureau: Abbvie, BMS, Celgene, Eli Lilly, Galapagos, Janssen, MSD, Novartis, Orphazyme, Pfizer, Roche and UCB, all unrelated to this work., Consultant of: Abbvie, BMS, Celgene, Eli Lilly, Galapagos, Janssen, MSD, Novartis, Orphazyme, Pfizer, Roche and UCB, all unrelated to this work.
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Machado PM, Schaefer M, Mahil S, Dand N, Gianfrancesco M, Lawson-Tovey S, Yiu Z, Yates M, Hyrich K, Gossec L, Carmona L, Mateus E, Wiek D, Bhana S, Gore-Massy M, Grainger R, Hausmann J, Sufka P, Sirotich E, Wallace Z, Olofsson T, Lomater C, Romeo N, Wendling D, Pham T, Miceli Richard C, Fautrel B, Silva L, Santos H, Martins FR, Hasseli R, Pfeil A, Regierer A, Isnardi C, Soriano E, Quintana R, Omura F, Machado Ribeiro F, Pinheiro M, Bautista-Molano W, Alpizar-Rodriguez D, Saad C, Dubreuil M, Haroon N, Gensler LS, Dau J, Jacobsohn L, Liew J, Strangfeld A, Barker J, Griffiths CEM, Robinson P, Yazdany J, Smith C. OP0249 CHARACTERISTICS ASSOCIATED WITH POOR COVID-19 OUTCOMES IN PEOPLE WITH PSORIASIS AND SPONDYLOARTHRITIS: DATA FROM THE COVID-19 PsoProtect AND GLOBAL RHEUMATOLOGY ALLIANCE PHYSICIAN-REPORTED REGISTRIES. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.1753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BackgroundSome factors associated with severe COVID-19 outcomes have been identified in patients with psoriasis (PsO) and inflammatory/autoimmune rheumatic diseases, namely older age, male sex, comorbidity burden, higher disease activity, and certain medications such as rituximab. However, information about specificities of patients with PsO, psoriatic arthritis (PsA) and axial spondyloarthritis (axSpA), including disease modifying anti-rheumatic drugs (DMARDs) specifically licensed for these conditions, such as IL-17 inhibitors (IL-17i), IL-23/IL-12 + 23 inhibitors (IL-23/IL-12 + 23i), and apremilast, is lacking.ObjectivesTo determine characteristics associated with severe COVID-19 outcomes in people with PsO, PsA and axSpA.MethodsThis study was a pooled analysis of data from two physician-reported registries: the Psoriasis Patient Registry for Outcomes, Therapy and Epidemiology of COVID-19 Infection (PsoProtect), comprising patients with PsO/PsA, and the COVID-19 Global Rheumatology Alliance (GRA) registry, comprising patients with PsA/axSpA. Data from the beginning of the pandemic up to 25 October, 2021 were included. An ordinal severity outcome was defined as: 1) not hospitalised, 2) hospitalised without death, and 3) death. A multivariable ordinal logistic regression model was constructed to assess the relationship between COVID-19 severity and demographic characteristics (age, sex, time period of infection), comorbidities (hypertension, other cardiovascular disease [CVD], chronic obstructive lung disease [COPD], asthma, other chronic lung disease, chronic kidney disease, cancer, smoking, obesity, diabetes mellitus [DM]), rheumatic/skin disease (PsO, PsA, axSpA), physician-reported disease activity, and medication exposure (methotrexate, leflunomide, sulfasalazine, TNFi, IL17i, IL-23/IL-12 + 23i, Janus kinase inhibitors (JAKi), apremilast, glucocorticoids [GC] and NSAIDs). Age-adjustment was performed employing four-knot restricted cubic splines. Country-adjustment was performed using random effects.ResultsA total of 5008 individuals with PsO (n=921), PsA (n=2263) and axSpA (n=1824) were included. Mean age was 50 years (SD 13.5) and 51.8% were male. Hospitalisation (without death) was observed in 14.6% of cases and 1.8% died. In the multivariable model, the following variables were associated with severe COVID-19 outcomes: older age (Figure 1), male sex (OR 1.53, 95%CI 1.29-1.82), CVD (hypertension alone: 1.26, 1.02-1.56; other CVD alone: 1.89, 1.22-2.94; vs no hypertension and no other CVD), COPD or asthma (1.75, 1.32-2.32), other lung disease (2.56, 1.66-3.97), chronic kidney disease (2.32, 1.50-3.59), obesity and DM (obesity alone: 1.36, 1.07-1.71; DM alone: 1.85, 1.39-2.47; obesity and DM: 1.89, 1.34-2.67; vs no obesity and no DM), higher disease activity and GC intake (remission/low disease activity and GC intake: 1.96, 1.36-2.82; moderate/severe disease activity and no GC intake: 1.35, 1.05-1.72; moderate/severe disease activity and GC intake 2.30, 1.41-3.74; vs remission/low disease activity and no GC intake). Conversely, the following variables were associated with less severe COVID-19 outcomes: time period after 15 June 2020 (16 June 2020-31 December 2020: 0.42, 0.34-0.51; 1 January 2021 onwards: 0.52, 0.41-0.67; vs time period until 15 June 2020), a diagnosis of PsO (without arthritis) (0.49, 0.37-0.65; vs PsA), and exposure to TNFi (0.58, 0.45-0.75; vs no DMARDs), IL17i (0.63, 0.45-0.88; vs no DMARDs), IL-23/IL-12 + 23i (0.68, 0.46-0.997; vs no DMARDs) and NSAIDs (0.77, 0.60-0.98; vs no NSAIDs).ConclusionMore severe COVID-19 outcomes in PsO, PsA and axSpA are largely driven by demographic factors (age, sex), comorbidities, and active disease. None of the DMARDs typically used in PsO, PsA and axSpA, were associated with severe COVID-19 outcomes, including IL-17i, IL-23/IL-12 + 23i, JAKi and apremilast.AcknowledgementsWe thank all the contributors to the COVID-19 PsoProtect, GRA and EULAR Registries.Disclosure of InterestsNone declared
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Liew J, Gianfrancesco M, Harrison C, Izadi Z, Rush S, Lawson-Tovey S, Jacobsohn L, Ja C, Hyrich KL, Gossec L, Strangfeld A, Carmona L, Schäfer M, Frãzao-Mateus E, Bulina I, Stafford F, Tufan A, Graver C, Yardımcı GK, Zepa J, Al Emadi S, Cook C, Abutiban F, Dey D, Katigbak G, Kaufman L, Kowalski E, Martínez-Martínez MU, Patel NJ, Reyes-Cordero G, Salido E, Smith E, Snow D, Sparks J, Wise L, Bhana S, Gore-Massy M, Grainger R, Hausmann J, Sirotich E, Sufka P, Wallace Z, Machado PM, Robinson PC, Yazdany J. SARS-CoV-2 breakthrough infections among vaccinated individuals with rheumatic disease: results from the COVID-19 Global Rheumatology Alliance provider registry. RMD Open 2022; 8:e002187. [PMID: 35387864 PMCID: PMC8987210 DOI: 10.1136/rmdopen-2021-002187] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [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: 12/28/2021] [Accepted: 02/09/2022] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE While COVID-19 vaccination prevents severe infections, poor immunogenicity in immunocompromised people threatens vaccine effectiveness. We analysed the clinical characteristics of patients with rheumatic disease who developed breakthrough COVID-19 after vaccination against SARS-CoV-2. METHODS We included people partially or fully vaccinated against SARS-CoV-2 who developed COVID-19 between 5 January and 30 September 2021 and were reported to the Global Rheumatology Alliance registry. Breakthrough infections were defined as occurring ≥14 days after completion of the vaccination series, specifically 14 days after the second dose in a two-dose series or 14 days after a single-dose vaccine. We analysed patients' demographic and clinical characteristics and COVID-19 symptoms and outcomes. RESULTS SARS-CoV-2 infection was reported in 197 partially or fully vaccinated people with rheumatic disease (mean age 54 years, 77% female, 56% white). The majority (n=140/197, 71%) received messenger RNA vaccines. Among the fully vaccinated (n=87), infection occurred a mean of 112 (±60) days after the second vaccine dose. Among those fully vaccinated and hospitalised (n=22, age range 36-83 years), nine had used B cell-depleting therapy (BCDT), with six as monotherapy, at the time of vaccination. Three were on mycophenolate. The majority (n=14/22, 64%) were not taking systemic glucocorticoids. Eight patients had pre-existing lung disease and five patients died. CONCLUSION More than half of fully vaccinated individuals with breakthrough infections requiring hospitalisation were on BCDT or mycophenolate. Further risk mitigation strategies are likely needed to protect this selected high-risk population.
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Affiliation(s)
- Jean Liew
- Medicine, Section of Rheumatology, Boston University, Boston, Massachusetts, USA
| | - Milena Gianfrancesco
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, San Francisco, California, USA
| | | | - Zara Izadi
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, USA
| | - Stephanie Rush
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Saskia Lawson-Tovey
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute for Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Lindsay Jacobsohn
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, San Francisco, California, USA
| | - Clairissa Ja
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA
| | | | - Laure Gossec
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, INSERM, Sorbonne Universite, Paris, France
- APHP, Rheumatology Department, Hopital Universitaire Pitie Salpetriere, Paris, France
| | - Anja Strangfeld
- Forschungsbereich Epidemiologie, Deutsches Rheuma-Forschungszentrum Berlin, Berlin, Germany
| | - Loreto Carmona
- Instituto de Salud Musculoesquelética (INMUSC), Madrid, Spain
| | - Martin Schäfer
- Epidemiology and Health Services Research, German Rheumatism Research Center Berlin, Berlin, Germany
| | | | - Inita Bulina
- Paul Stradins Clinical University Hospital, Riga, Latvia
| | | | | | | | - Gözde Kübra Yardımcı
- Department of Internal Medicine, Hacettepe University, Ankara, Turkey
- Hacettepe University, Ankara, Turkey
| | - Julija Zepa
- Paul Stradins Clinical University Hospital, Riga, Latvia
| | | | - Claire Cook
- Rheumatology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - Dfiza Dey
- University of Ghana Medical School, Accra, Ghana
- Korle Bu Teaching Hospital, Accra, Ghana
| | | | - Lauren Kaufman
- Rheumatology Associates Louisville, Louisville, Kentucky, USA
| | - Emily Kowalski
- Inflammation and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Marco Ulises Martínez-Martínez
- Rheumatology, Hospital Central "Dr Ignacio Morones Prieto", San Luis Potosí, Mexico
- Faculty of Medicine, Universidad Autónoma de San Luis Potosí, San Luis, Mexico
| | - Naomi J Patel
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - Evelyn Salido
- University of the Philippines Manila, Manila, Philippines
| | - Ellison Smith
- University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Asheville Arthritis & Osteoporosis Center, Asheville, North Carolina, USA
| | - David Snow
- Cape Fear Arthritis Care, Leland, North Carolina, USA
| | - Jeffrey Sparks
- Department of Medicine, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Leanna Wise
- Department of Internal Medicine, Division of Rheumatology, University of Southern California, Los Angeles, California, USA
| | | | | | - Rebecca Grainger
- Department of Medicine, University of Otago, Wellington, Wellington, New Zealand
- University Of Otago, Wellington, New Zealand
| | - Jonathan Hausmann
- Rheumatology, Boston Children's Hospital, Boston, Massachusetts, USA
- Division of Rheumatology and Clinical Immunology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Emily Sirotich
- Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Zachary Wallace
- Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Pedro M Machado
- MRC Centre for Neuromuscular Diseases, University College London, London, UK
- Rheumatology, University College London Centre for Rheumatology, London, UK
| | - Philip C Robinson
- Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia
- Metro North Hospital and Health Service, Royal Brisbane and Women's Hospital Health Service District, Herston, Queensland, Australia
| | - Jinoos Yazdany
- Medicine/Rheumatology, University of California, San Francisco, California, USA
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Ugarte-Gil MF, Alarcón GS, Izadi Z, Duarte-García A, Reátegui-Sokolova C, Clarke AE, Wise L, Pons-Estel GJ, Santos MJ, Bernatsky S, Ribeiro SLE, Al Emadi S, Sparks JA, Hsu TYT, Patel NJ, Gilbert EL, Valenzuela-Almada MO, Jönsen A, Landolfi G, Fredi M, Goulenok T, Devaux M, Mariette X, Queyrel V, Romão VC, Sequeira G, Hasseli R, Hoyer B, Voll RE, Specker C, Baez R, Castro-Coello V, Maldonado Ficco H, Reis Neto ET, Ferreira GAA, Monticielo OAA, Sirotich E, Liew J, Hausmann J, Sufka P, Grainger R, Bhana S, Costello W, Wallace ZS, Jacobsohn L, Taylor T, Ja C, Strangfeld A, Mateus EF, Hyrich KL, Carmona L, Lawson-Tovey S, Kearsley-Fleet L, Schäfer M, Machado PM, Robinson PC, Gianfrancesco M, Yazdany J. Characteristics associated with poor COVID-19 outcomes in individuals with systemic lupus erythematosus: data from the COVID-19 Global Rheumatology Alliance. Ann Rheum Dis 2022; 81:970-978. [PMID: 35172961 PMCID: PMC8882632 DOI: 10.1136/annrheumdis-2021-221636] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 01/14/2022] [Indexed: 12/15/2022]
Abstract
Aim To determine characteristics associated with more severe outcomes in a global registry of people with systemic lupus erythematosus (SLE) and COVID-19. Methods People with SLE and COVID-19 reported in the COVID-19 Global Rheumatology Alliance registry from March 2020 to June 2021 were included. The ordinal outcome was defined as: (1) not hospitalised, (2) hospitalised with no oxygenation, (3) hospitalised with any ventilation or oxygenation and (4) death. A multivariable ordinal logistic regression model was constructed to assess the relationship between COVID-19 severity and demographic characteristics, comorbidities, medications and disease activity. Results A total of 1606 people with SLE were included. In the multivariable model, older age (OR 1.03, 95% CI 1.02 to 1.04), male sex (1.50, 1.01 to 2.23), prednisone dose (1–5 mg/day 1.86, 1.20 to 2.66, 6–9 mg/day 2.47, 1.24 to 4.86 and ≥10 mg/day 1.95, 1.27 to 2.99), no current treatment (1.80, 1.17 to 2.75), comorbidities (eg, kidney disease 3.51, 2.42 to 5.09, cardiovascular disease/hypertension 1.69, 1.25 to 2.29) and moderate or high SLE disease activity (vs remission; 1.61, 1.02 to 2.54 and 3.94, 2.11 to 7.34, respectively) were associated with more severe outcomes. In age-adjusted and sex-adjusted models, mycophenolate, rituximab and cyclophosphamide were associated with worse outcomes compared with hydroxychloroquine; outcomes were more favourable with methotrexate and belimumab. Conclusions More severe COVID-19 outcomes in individuals with SLE are largely driven by demographic factors, comorbidities and untreated or active SLE. Patients using glucocorticoids also experienced more severe outcomes.
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Affiliation(s)
- Manuel Francisco Ugarte-Gil
- Grupo Peruano de Estudio de Enfermedades Autoinmunes Sistémicas, Universidad Cientifica del Sur, Lima, Peru .,Rheumatology Department, Hospital Nacional Guillermo Almenara Irigoyen, EsSalud, Lima, Peru
| | - Graciela S Alarcón
- Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA.,School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Zara Izadi
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, USA.,Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Ali Duarte-García
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA.,Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA
| | - Cristina Reátegui-Sokolova
- Rheumatology Department, Hospital Nacional Guillermo Almenara Irigoyen, EsSalud, Lima, Peru.,Unidad de Investigación Para La Generación y Síntesis de Evidencias en Salud, Universidad San Ignacio de Loyola, LimaPeru
| | - Ann Elaine Clarke
- Division of Rheumatology Department of Medicine. Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Leanna Wise
- Department of Internal Medicine, Division of Rheumatology, University of Southern California, Los Angeles, California, USA
| | - Guillermo J Pons-Estel
- Centro Regional de Enfermedades Autoinmunes y Reumáticas (GO-CREAR), Rosario, Argentina.,Research Unit, Argentine Society of Rheumatology, Buenos Aires, Argentina
| | - Maria Jose Santos
- Rheumatology, Hospital Garcia de Orta, Almada, Portugal.,Rheumatology Research Unit. Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Sasha Bernatsky
- Divisions of Rheumatology and Clinical Epidemiology, McGill University Health Centre, Montreal, Québec, Canada
| | | | - Samar Al Emadi
- Rheumatology Department, Hamad Medical Corp, Doha, Qatar
| | - Jeffrey A Sparks
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Tiffany Y-T Hsu
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Naomi J Patel
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital. Harvard Medical School, Boston, Massachusetts, USA
| | - Emily L Gilbert
- Division of Rheumatology, Mayo Clinic, Jacksonville, Florida, USA
| | | | | | - Gianpiero Landolfi
- Epidemiology Research Unit, Italian Society for Rheumatology, Milan, Italy
| | - Micaela Fredi
- Rheumatology and Clinical Immunology, ASST Spedali Civili, Brescia, Italy.,Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Tiphaine Goulenok
- Internal Medicine Department, Bichat Claude Bernard Hospital, APHP, Paris, France.,Université de Paris, Paris, France
| | - Mathilde Devaux
- Internal Medicine Department, Poissy Saint-Germain-en-Laye Hospital, Poissy, France
| | - Xavier Mariette
- Department of Rheumatology, Université Paris-Saclay, Assistance Publique - Hôpitaux de Paris, Le Kremlin Bicêtre, France
| | - Viviane Queyrel
- Department of Rheumatology, Pasteur 2 Hospital, University of Nice -Sophia- Antipolis, Nice, France
| | - Vasco C Romão
- Rheumatology Research Unit, Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.,Rheumatology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal
| | - Graca Sequeira
- Centro Hospitalar Universitário do Algarve, Unidade de Faro, Faro, Portugal
| | - Rebecca Hasseli
- Department of Rheumatology and Clinical Immunology. Campus Kerckhoff, Justus Liebig University Giessen, Bad Nauheim, Germany
| | - Bimba Hoyer
- Department of Rheumatology and Clinical Immunology, Clinic for Internal Medicine I, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Reinhard E Voll
- Department of Rheumatology and Clinical Immunology, University Medical Center Freiburg, Faculty of Medicine, Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - Christof Specker
- Department of Rheumatology and Clinical Immunology, Kliniken Essen-Mitte, Essen, Germany
| | - Roberto Baez
- Hospital Francisco Lopez Lima, General Roca, Argentina
| | | | | | | | | | - Odirlei Andre André Monticielo
- Hospital de Clinicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil.,Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Emily Sirotich
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.,Canadian Arthritis Patient Alliance, Toronto, Ontario, Canada
| | - Jean Liew
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Jonathan Hausmann
- Rheumatology, Boston Children's Hospital, Boston, Massachusetts, USA.,Division of Rheumatology and Clinical Immunology, Beth Israel Deaconess Medical Center. Harvard Medical School, Boston, Massachusetts, USA
| | | | - Rebecca Grainger
- Department of Medicine, University of Otago, Wellington, New Zealand
| | | | - Wendy Costello
- Irish Children's Arthritis Network (iCAN), Tipperary, Ireland
| | - Zachary S Wallace
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital. Harvard Medical School, Boston, Massachusetts, USA
| | - Lindsay Jacobsohn
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Tiffany Taylor
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Clairissa Ja
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Anja Strangfeld
- Epidemiology and Health Services, German Rheumatism Research Center (DRFZ Berlin), Berlin, Germany
| | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases (LPCDR), Lisbon, Portugal.,European League Against Rheumatism (EULAR) Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Kilchberg, Switzerland
| | - Kimme L Hyrich
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester, UK.,National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | | | - Saskia Lawson-Tovey
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, The University of Manchester, Manchester, UK
| | - Lianne Kearsley-Fleet
- Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Martin Schäfer
- Epidemiology and Health Care Research, German Rheumatism Research Center (DRFZ Berlin), Berlin, Germany
| | - Pedro M Machado
- Centre for Rheumatology & Department of Neuromuscular Diseases, University College London, London, UK.,National Institute for Health Research (NIHR), University College London Hospitals, London, UK.,Biomedical Research Centre, University College London Hospitals NHS Foundation Trust, London, UK.,Department of Rheumatology, Northwick Park Hospital, London North West University Healthcare NHS Trust, London, UK
| | - Philip C Robinson
- School of Clinical Medicine, The University of Queensland, Herston, Queensland, Australia.,Department of Rheumatology. Metro North Hospital & Health Service, Royal Brisbane and Woman's Hospital, Herston, Queensland, Australia
| | - Milena Gianfrancesco
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Jinoos Yazdany
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
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Sattui SE, Conway R, Putman MS, Seet AM, Gianfrancesco MA, Beins K, Hill C, Liew D, Mackie SL, Mehta P, Neill L, Gomez G, Salinas MIH, Maldonado FN, Mariz HA, de Sousa Studart SA, Araujo NC, Knight A, Rozza D, Quartuccio L, Samson M, Bally S, Maria AT, Chazerain P, Hasseli R, Müller-Ladner U, Hoyer BF, Voll R, Torres RP, Luis M, Ribeirio SLE, Al-Emadi S, Sparks JA, Hsu TYT, D'Silva KM, Patel NJ, Wise L, Gilbert E, Almada MV, Duarte-García A, Ugarte-Gil M, Jacobsohn L, Izadi Z, Strangfeld A, Mateus EF, Hyrich KL, Gossec L, Carmona L, Lawson-Tovey S, Kearsley-Fleet L, Schaefer M, Sirotich E, Hausmann JS, Sufka P, Bhana S, Liew JW, Grainger R, Machado PM, Wallace ZS, Yazdany J, Robinson PC. Outcomes of COVID-19 in patients with primary systemic vasculitis or polymyalgia rheumatica from the COVID-19 Global Rheumatology Alliance physician registry: a retrospective cohort study. Lancet Rheumatol 2021; 3:e855-e864. [PMID: 34778843 PMCID: PMC8570701 DOI: 10.1016/s2665-9913(21)00316-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Background Patients with primary systemic vasculitis or polymyalgia rheumatica might be at a high risk for poor COVID-19 outcomes due to the treatments used, the potential organ damage cause by primary systemic vasculitis, and the demographic factors associated with these conditions. We therefore aimed to investigate factors associated with COVID-19 outcomes in patients with primary systemic vasculitis or polymyalgia rheumatica. Methods In this retrospective cohort study, adult patients (aged ≥18 years) diagnosed with COVID-19 between March 12, 2020, and April 12, 2021, who had a history of primary systemic vasculitis (antineutrophil cytoplasmic antibody [ANCA]-associated vasculitis, giant cell arteritis, Behçet's syndrome, or other vasculitis) or polymyalgia rheumatica, and were reported to the COVID-19 Global Rheumatology Alliance registry were included. To assess COVID-19 outcomes in patients, we used an ordinal COVID-19 severity scale, defined as: (1) no hospitalisation; (2) hospitalisation without supplemental oxygen; (3) hospitalisation with any supplemental oxygen or ventilation; or (4) death. Multivariable ordinal logistic regression analyses were used to estimate odds ratios (ORs), adjusting for age, sex, time period, number of comorbidities, smoking status, obesity, glucocorticoid use, disease activity, region, and medication category. Analyses were also stratified by type of rheumatic disease. Findings Of 1202 eligible patients identified in the registry, 733 (61·0%) were women and 469 (39·0%) were men, and their mean age was 63·8 years (SD 17·1). A total of 374 (31·1%) patients had polymyalgia rheumatica, 353 (29·4%) had ANCA-associated vasculitis, 183 (15·2%) had giant cell arteritis, 112 (9·3%) had Behçet's syndrome, and 180 (15·0%) had other vasculitis. Of 1020 (84·9%) patients with outcome data, 512 (50·2%) were not hospitalised, 114 (11·2%) were hospitalised and did not receive supplemental oxygen, 239 (23·4%) were hospitalised and received ventilation or supplemental oxygen, and 155 (15·2%) died. A higher odds of poor COVID-19 outcomes were observed in patients who were older (per each additional decade of life OR 1·44 [95% CI 1·31-1·57]), were male compared with female (1·38 [1·05-1·80]), had more comorbidities (per each additional comorbidity 1·39 [1·23-1·58]), were taking 10 mg/day or more of prednisolone compared with none (2·14 [1·50-3·04]), or had moderate, or high or severe disease activity compared with those who had disease remission or low disease activity (2·12 [1·49-3·02]). Risk factors varied among different disease subtypes. Interpretation Among patients with primary systemic vasculitis and polymyalgia rheumatica, severe COVID-19 outcomes were associated with variable and largely unmodifiable risk factors, such as age, sex, and number of comorbidities, as well as treatments, including high-dose glucocorticoids. Our results could be used to inform mitigation strategies for patients with these diseases. Funding American College of Rheumatology and the European Alliance of Associations for Rheumatology.
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Affiliation(s)
- Sebastian E Sattui
- Department of Medicine, Division of Rheumatology, Hospital for Special Surgery, New York, NY, USA
- Division of Rheumatology and Clinical Immunology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Richard Conway
- Department of Rheumatology, St James's Hospital, Dublin, Ireland
| | | | - Andrea M Seet
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, CA, USA
| | - Milena A Gianfrancesco
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, CA, USA
| | | | - Catherine Hill
- Rheumatology Unit, The Queen Elizabeth Hospital, Woodville, SA, Australia
- Discipline of Medicine, University of Adelaide, Adelaide, SA, Australia
| | - David Liew
- Department of Rheumatology, Austin Health, Melbourne, Australia
- Department of Medicine, University of Melbourne, VIC, Australia
| | - Sarah L Mackie
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Puja Mehta
- Centre for Inflammation and Tissue Repair, UCL Respiratory, University College London, UK
- Department of Rheumatology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Lorna Neill
- Polymyalgia Rheumatica and Giant Cell Arteritis Scotland, Perth, Scotland, UK
| | - Gimena Gomez
- Research Unit Argentine Society of Rheumatology, Buenos Aires, Argentina
| | | | | | | | | | - Nafice Costa Araujo
- Instituto de Assistencia Medica ao Servidor Publico Estadual de Sao Paulo, Sao Paulo, Brazil
| | - Ann Knight
- Rheumatology, Institute of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Davide Rozza
- Epidemiology Research Unit, Italian Society for Rheumatology, Milan, Italy
| | - Luca Quartuccio
- Clinic of Rheumatology, Department of Medicine, University of Udine, School of Rheumatology, Santa Maria della Misericordia Academic Hospital, Udine, Italy
| | - Maxime Samson
- Department of Internal Medicine and Clinical Immunology, Dijon University Hospital, Dijon, France
| | - Stéphane Bally
- Nephrology and Dialysis Service, Metropole Savoie Hospital Center, Chambery, France
| | - Alexandre Tj Maria
- Department of Internal Medicine and Multi-Organic Diseases, Saint-Eloi University Hospital of Montpellier, Montpellier, France
| | - Pascal Chazerain
- Department of Rheumatology and Internal Medicine, Diaconesses Croix Saint Simon Hospital, Paris, France
| | - Rebecca Hasseli
- Department of Rheumatology and Clinical Immunology, Campus Kerckhoff, Justus Liebig University Giessen, Bad Nauheim, Germany
| | - Ulf Müller-Ladner
- Department of Rheumatology and Clinical Immunology, Campus Kerckhoff, Justus Liebig University Giessen, Bad Nauheim, Germany
| | - Bimba F Hoyer
- Department of Rheumatology and Clinical Immunology, Clinic for Internal Medicine I, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Reinhard Voll
- Department of Rheumatology and Clinical Immunology, University Medical Center, Faculty of Medicine, Albert-Ludwigs-University of Freiburg, Germany
| | - Rita Pinheiro Torres
- CEDOC, Nova Medical School, Lisbon, Portugal
- Rheumatology Service, Egas Moniz Hospital, Lisboa Occidental Hospital Centre, Lisbon, Portugal
| | - Mariana Luis
- Department of Rheumatology, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- School of Medicine, Universidade de Coimbra, Coimbra, Portugal
| | | | | | - Jeffrey A Sparks
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Tiffany Y-T Hsu
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kristin M D'Silva
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Naomi J Patel
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Leanna Wise
- Los Angeles County Hospital, Los Angeles, CA, USA
- University of South California Medical Center, Los Angeles, CA, USA
| | - Emily Gilbert
- Division of Rheumatology, Mayo Clinic Health System, Jacksonville, FL, USA
| | | | - Alí Duarte-García
- Division of Rheumatology, Mayo Clinic Health System, Rochester, MN, USA
| | - Manuel Ugarte-Gil
- School of Medicine, University Cientifica del Sur, Lima, Peru
- Rheumatology Department, Hospital Guillermo Almenara Irigoyen, EsSalud, Lima, Peru
| | - Lindsay Jacobsohn
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, CA, USA
| | - Zara Izadi
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, CA, USA
| | - Anja Strangfeld
- German Rheumatism Research Center, Epidemiology and Health Care Research, Berlin, Germany
| | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases, Lisbon, Portugal
| | - Kimme L Hyrich
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- National Institute of Health Research Manchester Biomedical Research Centre, University of Manchester, Manchester, UK
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Trust, Manchester, UK
| | - Laure Gossec
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Paris France
- Department of Rheumatology, Pitié-Salpêtrière Hospital, AP-HP, Sorbonne Université, Paris, France
| | | | - Saskia Lawson-Tovey
- Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, Manchester, UK
| | | | - Martin Schaefer
- German Rheumatism Research Center, Epidemiology and Health Care Research, Berlin, Germany
| | - Emily Sirotich
- McMaster University, Hamilton, ON, Canada
- Canadian Arthritis Patient Alliance, Toronto, ON, Canada
| | - Jonathan S Hausmann
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Boston Children's Hospital, Boston, MA, USA
| | | | | | - Jean W Liew
- Boston University School of Medicine, Boston, MA, USA
| | | | - Pedro M Machado
- Centre for Rheumatology and Department of Neuromuscular Diseases, University College London, UK
- National Institute for Health Research, University College London Hospitals Biomedical Research Centre, University College London Hospitals NHS Foundation Trust, London, UK
- Department of Rheumatology, Northwick Park Hospital, London North West University Healthcare NHS Trust, London, UK
| | - Zachary S Wallace
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jinoos Yazdany
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, CA, USA
| | - Philip C Robinson
- University of Queensland, Brisbane, QLD, Australia
- Royal Brisbane and Women's Hospital, Metro North Hospital and Health Service, Herston, QLD, Australia
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13
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Izadi Z, Brenner EJ, Mahil SK, Dand N, Yiu ZZN, Yates M, Ungaro RC, Zhang X, Agrawal M, Colombel JF, Gianfrancesco MA, Hyrich KL, Strangfeld A, Carmona L, Mateus EF, Lawson-Tovey S, Klingberg E, Cuomo G, Caprioli M, Cruz-Machado AR, Mazeda Pereira AC, Hasseli R, Pfeil A, Lorenz HM, Hoyer BF, Trupin L, Rush S, Katz P, Schmajuk G, Jacobsohn L, Seet AM, Al Emadi S, Wise L, Gilbert EL, Duarte-García A, Valenzuela-Almada MO, Isnardi CA, Quintana R, Soriano ER, Hsu TYT, D’Silva KM, Sparks JA, Patel NJ, Xavier RM, Marques CDL, Kakehasi AM, Flipo RM, Claudepierre P, Cantagrel A, Goupille P, Wallace ZS, Bhana S, Costello W, Grainger R, Hausmann JS, Liew JW, Sirotich E, Sufka P, Robinson PC, Machado PM, Griffiths CEM, Barker JN, Smith CH, Yazdany J, Kappelman MD. Association Between Tumor Necrosis Factor Inhibitors and the Risk of Hospitalization or Death Among Patients With Immune-Mediated Inflammatory Disease and COVID-19. JAMA Netw Open 2021; 4:e2129639. [PMID: 34661663 PMCID: PMC8524310 DOI: 10.1001/jamanetworkopen.2021.29639] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
IMPORTANCE Although tumor necrosis factor (TNF) inhibitors are widely prescribed globally because of their ability to ameliorate shared immune pathways across immune-mediated inflammatory diseases (IMIDs), the impact of COVID-19 among individuals with IMIDs who are receiving TNF inhibitors remains insufficiently understood. OBJECTIVE To examine the association between the receipt of TNF inhibitor monotherapy and the risk of COVID-19-associated hospitalization or death compared with other commonly prescribed immunomodulatory treatment regimens among adult patients with IMIDs. DESIGN, SETTING, AND PARTICIPANTS This cohort study was a pooled analysis of data from 3 international COVID-19 registries comprising individuals with rheumatic diseases, inflammatory bowel disease, and psoriasis from March 12, 2020, to February 1, 2021. Clinicians directly reported COVID-19 outcomes as well as demographic and clinical characteristics of individuals with IMIDs and confirmed or suspected COVID-19 using online data entry portals. Adults (age ≥18 years) with a diagnosis of inflammatory arthritis, inflammatory bowel disease, or psoriasis were included. EXPOSURES Treatment exposure categories included TNF inhibitor monotherapy (reference treatment), TNF inhibitors in combination with methotrexate therapy, TNF inhibitors in combination with azathioprine/6-mercaptopurine therapy, methotrexate monotherapy, azathioprine/6-mercaptopurine monotherapy, and Janus kinase (Jak) inhibitor monotherapy. MAIN OUTCOMES AND MEASURES The main outcome was COVID-19-associated hospitalization or death. Registry-level analyses and a pooled analysis of data across the 3 registries were conducted using multilevel multivariable logistic regression models, adjusting for demographic and clinical characteristics and accounting for country, calendar month, and registry-level correlations. RESULTS A total of 6077 patients from 74 countries were included in the analyses; of those, 3215 individuals (52.9%) were from Europe, 3563 individuals (58.6%) were female, and the mean (SD) age was 48.8 (16.5) years. The most common IMID diagnoses were rheumatoid arthritis (2146 patients [35.3%]) and Crohn disease (1537 patients [25.3%]). A total of 1297 patients (21.3%) were hospitalized, and 189 patients (3.1%) died. In the pooled analysis, compared with patients who received TNF inhibitor monotherapy, higher odds of hospitalization or death were observed among those who received a TNF inhibitor in combination with azathioprine/6-mercaptopurine therapy (odds ratio [OR], 1.74; 95% CI, 1.17-2.58; P = .006), azathioprine/6-mercaptopurine monotherapy (OR, 1.84; 95% CI, 1.30-2.61; P = .001), methotrexate monotherapy (OR, 2.00; 95% CI, 1.57-2.56; P < .001), and Jak inhibitor monotherapy (OR, 1.82; 95% CI, 1.21-2.73; P = .004) but not among those who received a TNF inhibitor in combination with methotrexate therapy (OR, 1.18; 95% CI, 0.85-1.63; P = .33). Similar findings were obtained in analyses that accounted for potential reporting bias and sensitivity analyses that excluded patients with a COVID-19 diagnosis based on symptoms alone. CONCLUSIONS AND RELEVANCE In this cohort study, TNF inhibitor monotherapy was associated with a lower risk of adverse COVID-19 outcomes compared with other commonly prescribed immunomodulatory treatment regimens among individuals with IMIDs.
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Affiliation(s)
- Zara Izadi
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
| | - Erica J. Brenner
- Division of Pediatric Gastroenterology, Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill
| | - Satveer K. Mahil
- Guy’s and St Thomas’ NHS Foundation Trust, London, United Kingdom
- St John’s Institute of Dermatology, King’s College London, London, United Kingdom
| | - Nick Dand
- Department of Medical and Molecular Genetics, School of Basic and Medical Biosciences, Faculty of Life Sciences and Medicine, King’s College London, London, United Kingdom
- Health Data Research UK, London, United Kingdom
| | - Zenas Z. N. Yiu
- Dermatology Centre, The University of Manchester, Manchester Academic Health Science Centre, NIHR Manchester Biomedical Research Centre, Manchester, United Kingdom
- Salford Royal NHS Foundation Trust, Pendleton, Salford, England
| | - Mark Yates
- Centre for Rheumatic Diseases, King’s College London, London, United Kingdom
| | - Ryan C. Ungaro
- Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Xian Zhang
- Division of Gastroenterology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill
| | - Manasi Agrawal
- Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Jean-Frederic Colombel
- Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Milena A. Gianfrancesco
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
| | - Kimme L. Hyrich
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom
- NIHR Manchester Biomedical Research Centre, The University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom
- Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | - Anja Strangfeld
- Epidemiology and Health Care Research, German Rheumatism Research Center, Berlin, Germany
| | | | - Elsa F. Mateus
- Portuguese League Against Rheumatic Diseases, Lisbon, Portugal
- European League Against Rheumatism Standing Committee of People With Arthritis/Rheumatism in Europe, Kilchberg, Switzerland
| | - Saskia Lawson-Tovey
- NIHR Manchester Biomedical Research Centre, The University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom
- Manchester University NHS Foundation Trust, Manchester, United Kingdom
- Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, The University of Manchester, Manchester, United Kingdom
| | - Eva Klingberg
- Department of Rheumatology and Inflammation Research, Sahlgrenska Academy at the University of Gothenburg, Sweden
| | - Giovanna Cuomo
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, Napoli, Italy
| | - Marta Caprioli
- Istituto di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Milan, Italy
| | - Ana Rita Cruz-Machado
- Rheumatology Department, Hospital de Santa Maria, CHULN, Lisbon Academic Medical Centre, Lisbon, Portugal
- Rheumatology Research Unit, Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | | | - Rebecca Hasseli
- Department of Rheumatology and Clinical Immunology, Campus Kerckhoff, Justus-Liebig-University, Giessen, Germany
| | - Alexander Pfeil
- Department of Internal Medicine, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany
| | - Hanns-Martin Lorenz
- Division of Rheumatology, Department of Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Bimba Franziska Hoyer
- German Society for Rheumatology, Berlin, Germany
- University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Laura Trupin
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
| | - Stephanie Rush
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
| | - Patricia Katz
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
| | - Gabriela Schmajuk
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
- San Francisco VA Healthcare System, San Francisco, California
| | - Lindsay Jacobsohn
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
| | - Andrea M. Seet
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
| | - Samar Al Emadi
- Rheumatology Department, Hamad Medical Corporation, Doha, Qatar
| | - Leanna Wise
- Division of Rheumatology, Department of Internal Medicine, University of Southern California, Los Angeles
| | | | - Alí Duarte-García
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care, Mayo Clinic, Rochester, Minnesota
| | | | | | | | - Enrique R. Soriano
- Rheumatology Unit, Internal Medicine Service, Hospital Italiano de Buenos Aires and Instituto Universitario Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Tiffany Y-T. Hsu
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Kristin M. D’Silva
- Harvard Medical School, Boston, Massachusetts
- Division of Rheumatology, Allergy, and Immunology, Clinical Epidemiology Program, Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Jeffrey A. Sparks
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Naomi J. Patel
- Harvard Medical School, Boston, Massachusetts
- Rheumatology Unit, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, Massachusetts
| | | | | | | | - René-Marc Flipo
- Department of Rheumatology, University of Lille, Lille, France
| | - Pascal Claudepierre
- EpiDermE, Université Paris Est Créteil, Créteil, France
- Rheumatology Department, Henri-Mondor University Hospital, Créteil, France
| | | | - Philippe Goupille
- Rheumatology Department, Chru Hospitals of Tours, Tours, France
- Groupe Innovation and Ciblage Cellulaire, University of Tours, Tours, France
| | - Zachary S. Wallace
- Harvard Medical School, Boston, Massachusetts
- Division of Rheumatology, Allergy, and Immunology, Clinical Epidemiology Program, Mongan Institute, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | | | - Wendy Costello
- Irish Children’s Arthritis Network, Bansha, Tipperary, Ireland
| | - Rebecca Grainger
- Department of Medicine, University of Otago, Wellington, New Zealand
| | - Jonathan S. Hausmann
- Rheumatology Program, Boston Children’s Hospital, Boston, Massachusetts
- Division of Rheumatology and Clinical Immunology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Jean W. Liew
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Emily Sirotich
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Canadian Arthritis Patient Alliance, Toronto, Ontario, Canada
| | - Paul Sufka
- HealthPartners Specialty Center–Rheumatology, St. Paul, Minnesota
| | - Philip C. Robinson
- Faculty of Medicine, University of Queensland, Brisbane, Australia
- Royal Brisbane and Women’s Hospital, Metro North Hospital and Health Service, Queensland, Australia
| | - Pedro M. Machado
- Centre for Rheumatology and Department of Neuromuscular Diseases, University College London, London, United Kingdom
- NIHR University College London Hospitals Biomedical Research Centre, University College London Hospitals, NHS Foundation Trust, London, United Kingdom
- Department of Rheumatology, Northwick Park Hospital, London North West University Healthcare NHS Trust, London, United Kingdom
| | - Christopher E. M. Griffiths
- Dermatology Centre, The University of Manchester, Manchester Academic Health Science Centre, NIHR Manchester Biomedical Research Centre, Manchester, United Kingdom
- Salford Royal NHS Foundation Trust, Pendleton, Salford, England
| | - Jonathan N. Barker
- St John’s Institute of Dermatology, Faculty of Life Sciences and Medicine, King’s College London, London, United Kingdom
| | - Catherine H. Smith
- Guy’s and St Thomas’ NHS Foundation Trust, London, United Kingdom
- St John’s Institute of Dermatology, King’s College London, London, United Kingdom
| | - Jinoos Yazdany
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco
| | - Michael D. Kappelman
- Division of Pediatric Gastroenterology, Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill
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Subash M, Liu LH, DeQuattro K, Choden S, Jacobsohn L, Katz P, Bajaj P, Barton JL, Bartels C, Bermas B, Danila MI, Downey C, Ferguson S, Reiter K, Wahl E, Weinstein E, Zell J, Schmajuk G, Yazdany J. The Development of the Rheumatology Informatics System for Effectiveness Learning Collaborative for Improving Patient-Reported Outcome Collection and Patient-Centered Communication in Adult Rheumatology. ACR Open Rheumatol 2021; 3:690-698. [PMID: 34288595 PMCID: PMC8516100 DOI: 10.1002/acr2.11310] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Accepted: 06/21/2021] [Indexed: 11/30/2022] Open
Abstract
Objective Patient‐reported outcomes (PROs) are an integral part of treat‐to‐target approaches in managing rheumatoid arthritis (RA). In clinical practice, however, routine collection, documentation, and discussion of PROs with patients are highly variable. The RISE LC (Rheumatology Informatics System for Effectiveness Learning Collaborative) was established to develop and share best practices in PRO collection and use across adult rheumatology practices in the United States Methods The goals of the RISE LC were developed through site surveys and in‐person meetings. Participants completed a baseline survey on PRO collection and use in their practices. RISE LC learning sessions focused on improving communication around PROs with patients and enhancing shared decision‐making in treatment plans. During the coronavirus disease 2019 (COVID‐19) pandemic, the RISE LC pivoted to adapt PRO tools for telehealth. Results At baseline, all responding sites (n = 15) had established workflows for collecting PROs. Most sites used paper forms alone. PRO documentation in electronic health records was variable, with only half of the sites using structured data fields. To standardize and improve the use of PROs, participants iteratively developed a Clinical Disease Activity Index–based RA Disease Activity Communication Tool to solicit treatment goals and improve shared decision‐making across sites. The COVID‐19 pandemic necessitated developing a tool to gauge PROs via telehealth. Conclusion The RISE LC is a continuous, structured method for implementing strategies to improve PRO collection and use in rheumatological care, initially adapting from the Learning Collaborative model and extending to include features of a learning network. Future directions include measuring the impact of standardized PRO collection and discussion on shared decision‐making and RA outcomes.
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Affiliation(s)
| | - Lucy H Liu
- Kaiser Permanente Northern California, Oakland
| | | | - Sonam Choden
- Zuckerberg San Francisco General Hospital, San Francisco, California
| | - Lindsay Jacobsohn
- Zuckerberg San Francisco General Hospital, San Francisco, California
| | | | | | | | | | | | | | | | | | - Kimberly Reiter
- Raymond G Murphy Veterans Affairs Medical Center, Albuquerque, New Mexico
| | | | | | | | | | - Jinoos Yazdany
- Zuckerberg San Francisco General Hospital, San Francisco, California
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Strangfeld A, Schäfer M, Gianfrancesco MA, Lawson-Tovey S, Liew JW, Ljung L, Mateus EF, Richez C, Santos MJ, Schmajuk G, Scirè CA, Sirotich E, Sparks JA, Sufka P, Thomas T, Trupin L, Wallace ZS, Al-Adely S, Bachiller-Corral J, Bhana S, Cacoub P, Carmona L, Costello R, Costello W, Gossec L, Grainger R, Hachulla E, Hasseli R, Hausmann JS, Hyrich KL, Izadi Z, Jacobsohn L, Katz P, Kearsley-Fleet L, Robinson PC, Yazdany J, Machado PM. Factors associated with COVID-19-related death in people with rheumatic diseases: results from the COVID-19 Global Rheumatology Alliance physician-reported registry. Ann Rheum Dis 2021; 80:930-942. [PMID: 33504483 PMCID: PMC7843211 DOI: 10.1136/annrheumdis-2020-219498] [Citation(s) in RCA: 435] [Impact Index Per Article: 145.0] [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: 11/11/2020] [Revised: 12/17/2020] [Accepted: 01/02/2021] [Indexed: 01/04/2023]
Abstract
OBJECTIVES To determine factors associated with COVID-19-related death in people with rheumatic diseases. METHODS Physician-reported registry of adults with rheumatic disease and confirmed or presumptive COVID-19 (from 24 March to 1 July 2020). The primary outcome was COVID-19-related death. Age, sex, smoking status, comorbidities, rheumatic disease diagnosis, disease activity and medications were included as covariates in multivariable logistic regression models. Analyses were further stratified according to rheumatic disease category. RESULTS Of 3729 patients (mean age 57 years, 68% female), 390 (10.5%) died. Independent factors associated with COVID-19-related death were age (66-75 years: OR 3.00, 95% CI 2.13 to 4.22; >75 years: 6.18, 4.47 to 8.53; both vs ≤65 years), male sex (1.46, 1.11 to 1.91), hypertension combined with cardiovascular disease (1.89, 1.31 to 2.73), chronic lung disease (1.68, 1.26 to 2.25) and prednisolone-equivalent dosage >10 mg/day (1.69, 1.18 to 2.41; vs no glucocorticoid intake). Moderate/high disease activity (vs remission/low disease activity) was associated with higher odds of death (1.87, 1.27 to 2.77). Rituximab (4.04, 2.32 to 7.03), sulfasalazine (3.60, 1.66 to 7.78), immunosuppressants (azathioprine, cyclophosphamide, ciclosporin, mycophenolate or tacrolimus: 2.22, 1.43 to 3.46) and not receiving any disease-modifying anti-rheumatic drug (DMARD) (2.11, 1.48 to 3.01) were associated with higher odds of death, compared with methotrexate monotherapy. Other synthetic/biological DMARDs were not associated with COVID-19-related death. CONCLUSION Among people with rheumatic disease, COVID-19-related death was associated with known general factors (older age, male sex and specific comorbidities) and disease-specific factors (disease activity and specific medications). The association with moderate/high disease activity highlights the importance of adequate disease control with DMARDs, preferably without increasing glucocorticoid dosages. Caution may be required with rituximab, sulfasalazine and some immunosuppressants.
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Affiliation(s)
- Anja Strangfeld
- Epidemiology and Health Care Research, German Rheumatism Research Center (DRFZ Berlin), Berlin, Germany
| | - Martin Schäfer
- Epidemiology and Health Care Research, German Rheumatism Research Center (DRFZ Berlin), Berlin, Germany
| | - Milena A Gianfrancesco
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Saskia Lawson-Tovey
- Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, University of Manchester, Manchester, UK
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Jean W Liew
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Lotta Ljung
- Department of Public Health and Clinical Medicine/Rheumatology, Umeå University, Umeå, Sweden
- Clinical Epidemiology Section, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases (LPCDR), Lisbon, Portugal
- European League Against Rheumatism (EULAR) Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Kilchberg, Switzerland
| | - Christophe Richez
- Club Rhumatismes et Inflammation (CRI) and Immune-Mediated Inflammatory Disease Alliance for Translational and Clinical Research Network (IMIDIATE), Bordeaux, France
| | - Maria J Santos
- Rheumatology Department, Hospital Garcia de Orta, Almada, Portugal
- Rheumatology Research Unit, Instituto de Medicina Molecular, Faculdade de Medicina de Lisboa, Lisboa, Portugal
- Rheumatic Diseases Portuguese Register (Reuma.pt), Portuguese Society of Rheumatology (SPR), Lisbon, Portugal
| | - Gabriela Schmajuk
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Carlo A Scirè
- Epidemiology Unit, Italian Society for Rheumatology (SIR), Milan, Italy and Rheumatology Unit, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Emily Sirotich
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
- Canadian Arthritis Patient Alliance, Toronto, ON, Canada
| | - Jeffrey A Sparks
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Thierry Thomas
- Société Française de Rhumatologie (SFR), Saint Etienne, France
- Department of Rheumatology, Hôpital Nord, CHU Saint-Etienne, Saint-Etienne, France
- INSERM U1059, Université de Lyon-Université Jean Monnet, Saint-Etienne, France
| | - Laura Trupin
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Zachary S Wallace
- Clinical Epidemiology Program and Rheumatology Unit, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sarah Al-Adely
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Javier Bachiller-Corral
- Hospital Universitario Ramón y Cajal, Madrid, Spain
- Instituto de investigación IRYCIS, Universidad de Alcalá, Madrid, Spain
| | | | - Patrice Cacoub
- Département de Médecine Interne et Immunologie Clinique, AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
- Sorbonne Universités, UPMC Univ Paris 06, UMR 7211; Inflammation-Immunopathology-Biotherapy Department (DHU i2B), Paris, France
- Société Nationale Française de Médecine Interne (SNFMI), Paris, France
| | | | - Ruth Costello
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Wendy Costello
- Irish Children's Arthritis Network (iCAN), Tipperary, Ireland
| | - Laure Gossec
- Institut Pierre Louis d'Epidémiologie et de Santé Publique, INSERM, Sorbonne Université, Paris, France
- AP-HP.Sorbonne Université, Rheumatology department, Pitié-Salpêtrière hospital, Paris, France
| | | | - Eric Hachulla
- Filière des maladies Auto-Immunes et Autoinflammatoires Rares (FAI2R), Lille University, France, Lille University, Lille, France
| | - Rebecca Hasseli
- Department of Rheumatology and Clinical Immunology, Campus Kerckhoff, ustus-Liebig-University Giessen, Giessen, Germany
| | - Jonathan S Hausmann
- Program in Rheumatology, Boston Children's Hospital, Boston, MA, USA
- Division of Rheumatology and Clinical Immunology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Kimme L Hyrich
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Zara Izadi
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Lindsay Jacobsohn
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Patricia Katz
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Lianne Kearsley-Fleet
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Philip C Robinson
- Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Royal Brisbane & Women's Hospital, Metro North Hospital & Health Service, Herston, Queensland, Australia
| | - Jinoos Yazdany
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Pedro M Machado
- National Institute for Health Research (NIHR) University College London Hospitals Biomedical Research Centre, University College London Hospitals National Health Service (NHS) Trust, London, UK
- Department of Rheumatology, Northwick Park Hospital, London North West University Healthcare NHS TrustLondon North West University Healthcare NHS Trust, London, UK
- Centre for Rheumatology & Department of Neuromuscular Diseases, University College London, London, UK
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Ugarte-Gil MF, Alarcon GS, Seet A, Izadi Z, Reategui Sokolova C, Clarke AE, Wise L, Pons-Estel G, Santos MJ, Bernatsky S, Mathias L, Lim N, Sparks J, Wallace Z, Hyrich K, Strangfeld A, Gossec L, Carmona L, Mateus E, Lawson-Tovey S, Trupin L, Rush S, Schmajuk G, Katz P, Jacobsohn L, Al Emadi S, Gilbert E, Duarte-Garcia A, Valenzuela-Almada M, Hsu T, D’silva K, Serling-Boyd N, Dieudé P, Nikiphorou E, Kronzer V, Singh N, Wallace B, Akpabio A, Thomas R, Bhana S, Costello W, Grainger R, Hausmann J, Liew J, Sirotich E, Sufka P, Robinson P, Machado P, Gianfrancesco M, Yazdany J. OP0286 CHARACTERISTICS ASSOCIATED WITH SEVERE COVID-19 OUTCOMES IN SYSTEMIC LUPUS ERYTHEMATOSUS (SLE): RESULTS FROM THE COVID-19 GLOBAL RHEUMATOLOGY ALLIANCE (COVID-19 GRA). Ann Rheum Dis 2021. [DOI: 10.1136/annrheumdis-2021-eular.2984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Background:An increased risk of severe COVID-19 outcomes may be seen in patients with autoimmune diseases on moderate to high daily doses of glucocorticoids, as well as in those with comorbidities. However, specific information about COVID-19 outcomes in SLE is scarce.Objectives:To determine the characteristics associated with severe COVID-19 outcomes in a multi-national cross-sectional registry of COVID-19 patients with SLE.Methods:SLE adult patients from a physician-reported registry of the COVID-19 GRA were studied. Variables collected at COVID-19 diagnosis included age, sex, race/ethnicity, region, comorbidities, disease activity, time period of COVID-19 diagnosis, glucocorticoid (GC) dose, and immunomodulatory therapy. Immunomodulatory therapy was categorized as: antimalarials only, no SLE therapy, traditional immunosuppressive (IS) drug monotherapy, biologics/targeted synthetic IS drug monotherapy, and biologic and traditional IS drug combination therapy. We used an ordinal COVID-19 severity outcome defined as: not hospitalized/hospitalized without supplementary oxygen; hospitalized with non-invasive ventilation; hospitalized with mechanical ventilation/extracorporeal membrane oxygenation; and death. An ordinal logistic regression model was constructed to assess the association between demographic characteristics, comorbidities, medications, disease activity and COVID-19 severity. This assumed that the relationship between each pair of outcome groups is of the same direction and magnitude.Results:Of 1069 SLE patients included, 1047 (89.6%) were female, with a mean age of 44.5 (SD: 14.1) years. Patient outcomes included 815 (78.8%) not hospitalized/hospitalized without supplementary oxygen; 116 (11.2) hospitalized with non-invasive ventilation, 25 (2.4%) hospitalized with mechanical ventilation/extracorporeal membrane oxygenation and 78 (7.5%) died. In a multivariate model (n=804), increased age [OR=1.03 (1.01, 1.04)], male sex [OR =1.93 (1.21, 3.08)], COVID-19 diagnosis between June 2020 and January 2021 (OR =1.87 (1.17, 3.00)), no IS drug use [OR =2.29 (1.34, 3.91)], chronic renal disease [OR =2.34 (1.48, 3.70)], cardiovascular disease [OR =1.93 (1.34, 3.91)] and moderate/high disease activity [OR =2.24 (1.46, 3.43)] were associated with more severe COVID-19 outcomes. Compared with no use of GC, patients using GC had a higher odds of poor outcome: 0-5 mg/d, OR =1.98 (1.33, 2.96); 5-10 mg/d, OR =2.88 (1.27, 6.56); >10 mg/d, OR =2.01 (1.26, 3.21) (Table 1).Table 1.Characteristics associated with more severe COVID-19 outcomes in SLE. (N=804)OR (95% CI)Age, years1.03 (1.01, 1.04)Sex, Male1.93 (1.21, 3.08)Race/Ethnicity, Non-White vs White1.47 (0.87, 2.50)RegionEuropeRef.North America0.67 (0.29, 1.54)South America0.67 (0.29, 1.54)Other1.93 (0.85, 4.39)Season, June 16th 2020-January 8th 2021 vs January-June 15th 20201.87 (1.17, 3.00)Glucocorticoids0 mg/dayRef.0-5 mg/day1.98 (1.33, 2.96)5-10 mg/day2.88 (1.27, 6.56)=>10 mg/day2.01 (1.26, 3.21)Medication CategoryAntimalarial onlyRef.No IS drugs2.29 (1.34, 3.91)Traditional IS drugs as monotherapy1.17 (0.77, 1.77)b/ts IS drugs as monotherapy1.00 (0.37, 2.71)Combination of traditional and b/ts IS1.00 (0.55, 1.82)Comorbidity BurdenNumber of Comorbidities (excluding renal and cardiovascular disease)1.39 (0.97, 1.99)Chronic renal disease2.34 (1.48, 3.70)Cardiovascular disease1.93 (1.34, 3.91)Disease Activity, Moderate/ high vs Remission/ low 2.24 (1.46, 3.43)IS: immunosuppressive. b/ts: biologics/targeted syntheticsConclusion:Increased age, male sex, glucocorticoid use, chronic renal disease, cardiovascular disease and moderate/high disease activity at time of COVID-19 diagnosis were associated with more severe COVID-19 outcomes in SLE. Potential limitations include possible selection bias (physician reporting), the cross-sectional nature of the data, and the assumptions underlying the outcomes modelling.Acknowledgements:The views expressed here are those of the authors and participating members of the COVID-19 Global Rheumatology Alliance and do not necessarily represent the views of the ACR, EULAR) the UK National Health Service, the National Institute for Health Research (NIHR), or the UK Department of Health, or any other organization.Disclosure of Interests:Manuel F. Ugarte-Gil Grant/research support from: Pfizer, Janssen, Graciela S Alarcon: None declared, Andrea Seet: None declared, Zara Izadi: None declared, Cristina Reategui Sokolova: None declared, Ann E Clarke Consultant of: AstraZeneca, BristolMyersSquibb, GlaxoSmithKline, Exagen Diagnostics, Leanna Wise: None declared, Guillermo Pons-Estel: None declared, Maria Jose Santos: None declared, Sasha Bernatsky: None declared, Lauren Mathias: None declared, Nathan Lim: None declared, Jeffrey Sparks Consultant of: Bristol-Myers Squibb, Gilead, Inova, Janssen, and Optum unrelated to this work., Grant/research support from: Amgen and Bristol-Myers Squibb, Zachary Wallace Consultant of: Viela Bio and MedPace, Grant/research support from: Bristol-Myers Squibb and Principia/Sanofi, Kimme Hyrich Speakers bureau: Abbvie, Grant/research support from: MS, UCB, and Pfizer, Anja Strangfeld Speakers bureau: AbbVie, MSD, Roche, BMS, Pfizer, Grant/research support from: AbbVie, BMS, Celltrion, Fresenius Kabi, Lilly, Mylan, Hexal, MSD, Pfizer, Roche, Samsung, Sanofi-Aventis, and UCB, Laure Gossec Consultant of: Abbvie, Biogen, Celgene, Janssen, Lilly, Novartis, Pfizer, Sanofi-Aventis, UCB, Grant/research support from: Lilly, Mylan, Pfizer, Loreto Carmona: None declared, Elsa Mateus Grant/research support from: Pfizer, Abbvie, Novartis, Janssen-Cilag, Lilly Portugal, Sanofi, Grünenthal S.A., MSD, Celgene, Medac, Pharmakern, GAfPA, Saskia Lawson-Tovey: None declared, Laura Trupin: None declared, Stephanie Rush: None declared, Gabriela Schmajuk: None declared, Patti Katz: None declared, Lindsay Jacobsohn: None declared, Samar Al Emadi: None declared, Emily Gilbert: None declared, Ali Duarte-Garcia: None declared, Maria Valenzuela-Almada: None declared, Tiffany Hsu: None declared, Kristin D’Silva: None declared, Naomi Serling-Boyd: None declared, Philippe Dieudé Consultant of: Boerhinger Ingelheim, Bristol-Myers Squibb, Lilly, Sanofi, Pfizer, Chugai, Roche, Janssen unrelated to this work, Grant/research support from: Bristol-Myers Squibb, Chugaii, Pfizer, unrelated to this work, Elena Nikiphorou: None declared, Vanessa Kronzer: None declared, Namrata Singh: None declared, Beth Wallace: None declared, Akpabio Akpabio: None declared, Ranjeny Thomas: None declared, Suleman Bhana Consultant of: AbbVie, Horizon, Novartis, and Pfizer (all <$10,000) unrelated to this work, Wendy Costello: None declared, Rebecca Grainger Speakers bureau: Abbvie, Janssen, Novartis, Pfizer, Cornerstones, Jonathan Hausmann Consultant of: Novartis, Sobi, Biogen, all unrelated to this work (<$10,000), Jean Liew Grant/research support from: Pfizer outside the submitted work, Emily Sirotich Grant/research support from: Board Member of the Canadian Arthritis Patient Alliance, a patient run, volunteer based organization whose activities are largely supported by independent grants from pharmaceutical companies, Paul Sufka: None declared, Philip Robinson Speakers bureau: Abbvie, Eli Lilly, Janssen, Novartis, Pfizer and UCB (all < $10,000), Consultant of: Abbvie, Eli Lilly, Janssen, Novartis, Pfizer and UCB (all < $10,000), Pedro Machado Speakers bureau: Abbvie, BMS, Celgene, Eli Lilly, Janssen, MSD, Novartis, Pfizer, Roche and UCB, all unrelated to this study (all < $10,000)., Consultant of: Abbvie, BMS, Celgene, Eli Lilly, Janssen, MSD, Novartis, Pfizer, Roche and UCB, all unrelated to this study (all < $10,000), Milena Gianfrancesco: None declared, Jinoos Yazdany Consultant of: Eli Lilly and AstraZeneca unrelated to this project
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Izadi Z, Gianfrancesco M, Hyrich K, Strangfeld A, Gossec L, Carmona L, Mateus E, Lawson-Tovey S, Trupin L, Rush S, Schmajuk G, Jacobsohn L, Katz P, Al Emadi S, Wise L, Gilbert E, Valenzuela-Almada M, Duarte-Garcia A, Sparks J, Hsu T, D’silva K, Serling-Boyd N, Bhana S, Costello W, Grainger R, Hausmann J, Liew J, Sirotich E, Sufka P, Wallace Z, Machado P, Robinson P, Yazdany J. OP0288 MACHINE LEARNING ALGORITHMS TO PREDICT COVID-19 ACUTE RESPIRATORY DISTRESS SYNDROME IN PATIENTS WITH RHEUMATIC DISEASES: RESULTS FROM THE GLOBAL RHEUMATOLOGY ALLIANCE PROVIDER REGISTRY. Ann Rheum Dis 2021. [DOI: 10.1136/annrheumdis-2021-eular.446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background:Acute Respiratory Distress Syndrome (ARDS) is a life-threatening complication of COVID-19 and has been reported in approximately one-third of hospitalized patients with COVID-191. Risk factors associated with the development of ARDS include older age and diabetes2. However, little is known about factors associated with ARDS in the setting of COVID-19, in patients with rheumatic disease or those receiving immunosuppressive medications. Prediction algorithms using traditional regression methods perform poorly with rare outcomes, often yielding high specificity but very low sensitivity. Machine learning algorithms optimized for rare events are an alternative approach with potentially improved sensitivity for rare events, such as ARDS in COVID-19 among patients with rheumatic disease.Objectives:We aimed to develop a prediction model for ARDS in people with COVID-19 and pre-existing rheumatic disease using a series of machine learning algorithms and to identify risk factors associated with ARDS in this population.Methods:We used data from the COVID-19 Global Rheumatology Alliance (GRA) Registry from March 24 to Nov 1, 2020. ARDS diagnosis was indicated by the reporting clinician. Five machine learning algorithms optimized for rare events predicted ARDS using 42 variables covering patient demographics, rheumatic disease diagnoses, medications used at the time of COVID-19 diagnosis, and comorbidities. Model performance was assessed using accuracy, area under curve, sensitivity, specificity, positive predictive value, and negative predictive value. Adjusted odds ratios corresponding to the 10 most influential predictors from the best performing model were derived using hierarchical multivariate mixed-effects logistic regression that accounted for within-country correlations.Results:A total of 5,931 COVID-19 cases from 67 countries were included in the analysis. Mean (SD) age was 54.9 (16.0) years, 4,152 (70.0%) were female, and 2,399 (40.5%) were hospitalized. ARDS was reported in 388 (6.5% of total and 15.6% of hospitalized) cases. Statistically significant differences in the risk of ARDS were observed by demographics, diagnoses, medications, and comorbidities using unadjusted univariate comparisons (data not shown). Gradient boosting machine (GBM) had the highest sensitivity (0.81) and was considered the best performing model (Table 1). Hypertension, interstitial lung disease, kidney disease, diabetes, older age, glucocorticoids, and anti-CD20 monoclonal antibodies were associated with the development of ARDS while tumor necrosis factor inhibitors were associated with a protective effect (Figure 1).Table 1.Performance of machine learning algorithms.GBMSVMGLMNETNNETRFAccuracy0.790.680.660.660.67AUC0.750.700.740.580.74Sensitivity0.810.680.650.680.67Specificity0.490.600.730.480.68PPV0.960.960.970.950.97NPV0.160.120.130.090.13GBM: Gradient Boosting Machine, SVM: Support vector machines, GLMNET: Lasso and Elastic-Net Regularized Generalized Linear Models, NNET: Neural Networks, RF: Random Forest. AUC: Area Under Curve; PPV: Positive Predictive Value; NPV: Negative Predictive Value.Conclusion:In this global cohort of patients with rheumatic disease, a machine learning model, GBM, predicted the onset of ARDS with 81% sensitivity using baseline information obtained at the time of COVID-19 diagnosis. These results identify patients who may be at higher risk of severe COVID-19 outcomes. Further studies are necessary to validate the proposed prediction model in external cohorts and to evaluate its clinical utility. Disclaimer: The views expressed here are those of the authors and participating members of the COVID-19 Global Rheumatology Alliance, and do not necessarily represent the views of the ACR, NIH, (UK) NHS, NIHR, or the department of Health.References:[1]Tzotzos SJ, Fischer B, Fischer H, Zeitlinger M. 2020;24(1):516.[2]Wu C, Chen X, Cai Y, et al. JAMA Intern Med. 2020;180(7):934-943.Acknowledgements:The COVID-19 Global Rheumatology Alliance.Disclosure of Interests:Zara Izadi: None declared, Milena Gianfrancesco: None declared, Kimme Hyrich Speakers bureau: Abbvie and grant income from BMS, UCB, and Pfizer, all unrelated to this study., Anja Strangfeld Speakers bureau: AbbVie, MSD, Roche, BMS, Pfizer, outside the submitted work., Grant/research support from: A consortium of 13 companies (among them AbbVie, BMS, Celltrion, Fresenius Kabi, Lilly, Mylan, Hexal, MSD, Pfizer, Roche, Samsung, Sanofi-Aventis, and UCB) supporting the German RABBIT register., Laure Gossec Consultant of: Abbvie, Biogen, Celgene, Janssen, Lilly, Novartis, Pfizer, Sanofi-Aventis, UCB., Grant/research support from: Lilly, Mylan, Pfizer, all unrelated to this study., Loreto Carmona Consultant of: Loreto Carmona’s institute works by contract for laboratories among other institutions, such as Abbvie Spain, Eisai, Gebro Pharma, Merck Sharp & Dohme España, S.A., Novartis, Farmaceutica, Pfizer, Roche Farma, Sanofi Aventis, Astellas Pharma, Actelion Pharmaceuticals España, Grünenthal GmbH, and UCB Pharma., Elsa Mateus Grant/research support from: LPCDR received grants from Abbvie, Novartis, Janssen-Cilag, Lilly Portugal, Sanofi, Grünenthal S.A., MSD, Celgene, Medac, Pharmakern, GAfPA and Pfizer., Saskia Lawson-Tovey: None declared, Laura Trupin: None declared, Stephanie Rush: None declared, Gabriela Schmajuk: None declared, Lindsay Jacobsohn: None declared, Patti Katz: None declared, Samar Al Emadi: None declared, Leanna Wise: None declared, Emily Gilbert: None declared, Maria Valenzuela-Almada: None declared, Ali Duarte-Garcia: None declared, Jeffrey Sparks Consultant of: Bristol-Myers Squibb, Gilead, Inova, Janssen, and Optum unrelated to this work., Grant/research support from: Amgen and Bristol-Myers Squibb., Tiffany Hsu: None declared, Kristin D’Silva: None declared, Naomi Serling-Boyd: None declared, Suleman Bhana Employee of: Suleman Bhana reports non-branded marketing campaigns for Novartis (<$10,000)., Wendy Costello: None declared, Rebecca Grainger Speakers bureau: Abbvie, Janssen, Novartis, Pfizer, Cornerstones and travel assistance from Pfizer (all < $10,000)., Jonathan Hausmann Consultant of: Novartis, unrelated to this work (<$10,000)., Jean Liew Grant/research support from: Pfizer, outside the submitted work., Emily Sirotich Grant/research support from: Emily Sirotich is a Board Member of the Canadian Arthritis Patient Alliance, a patient run, volunteer-based organization whose activities are largely supported by independent grants from pharmaceutical companies., Paul Sufka: None declared, Zachary Wallace Consultant of: Viela Bio and MedPace, outside the submitted work., Grant/research support from: Bristol-Myers Squibb and Principia/Sanofi., Pedro Machado Speakers bureau: Abbvie, BMS, Celgene, Eli Lilly, Janssen, MSD, Novartis, Pfizer, Roche and UCB, all unrelated to this study (all < $10,000)., Philip Robinson Consultant of: Abbvie, Eli Lilly, Janssen, Novartis, Pfizer and UCB and travel assistance from Roche (all < $10,000)., Jinoos Yazdany Consultant of: Eli Lilly and Astra Zeneca, unrelated to this project.
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Sparks JA, Wallace ZS, Seet AM, Gianfrancesco MA, Izadi Z, Hyrich KL, Strangfeld A, Gossec L, Carmona L, Mateus EF, Lawson-Tovey S, Trupin L, Rush S, Katz P, Schmajuk G, Jacobsohn L, Wise L, Gilbert EL, Duarte-García A, Valenzuela-Almada MO, Pons-Estel GJ, Isnardi CA, Berbotto GA, Hsu TYT, D'Silva KM, Patel NJ, Kearsley-Fleet L, Schäfer M, Ribeiro SLE, Al Emadi S, Tidblad L, Scirè CA, Raffeiner B, Thomas T, Flipo RM, Avouac J, Seror R, Bernardes M, Cunha MM, Hasseli R, Schulze-Koops H, Müller-Ladner U, Specker C, Souza VAD, Mota LMHD, Gomides APM, Dieudé P, Nikiphorou E, Kronzer VL, Singh N, Ugarte-Gil MF, Wallace B, Akpabio A, Thomas R, Bhana S, Costello W, Grainger R, Hausmann JS, Liew JW, Sirotich E, Sufka P, Robinson PC, Machado PM, Yazdany J. Associations of baseline use of biologic or targeted synthetic DMARDs with COVID-19 severity in rheumatoid arthritis: Results from the COVID-19 Global Rheumatology Alliance physician registry. Ann Rheum Dis 2021; 80:1137-1146. [PMID: 34049860 PMCID: PMC8172266 DOI: 10.1136/annrheumdis-2021-220418] [Citation(s) in RCA: 126] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 05/17/2021] [Indexed: 12/15/2022]
Abstract
Objective To investigate baseline use of biologic or targeted synthetic (b/ts) disease-modifying antirheumatic drugs (DMARDs) and COVID-19 outcomes in rheumatoid arthritis (RA). Methods We analysed the COVID-19 Global Rheumatology Alliance physician registry (from 24 March 2020 to 12 April 2021). We investigated b/tsDMARD use for RA at the clinical onset of COVID-19 (baseline): abatacept (ABA), rituximab (RTX), Janus kinase inhibitors (JAKi), interleukin 6 inhibitors (IL-6i) or tumour necrosis factor inhibitors (TNFi, reference group). The ordinal COVID-19 severity outcome was (1) no hospitalisation, (2) hospitalisation without oxygen, (3) hospitalisation with oxygen/ventilation or (4) death. We used ordinal logistic regression to estimate the OR (odds of being one level higher on the ordinal outcome) for each drug class compared with TNFi, adjusting for potential baseline confounders. Results Of 2869 people with RA (mean age 56.7 years, 80.8% female) on b/tsDMARD at the onset of COVID-19, there were 237 on ABA, 364 on RTX, 317 on IL-6i, 563 on JAKi and 1388 on TNFi. Overall, 613 (21%) were hospitalised and 157 (5.5%) died. RTX (OR 4.15, 95% CI 3.16 to 5.44) and JAKi (OR 2.06, 95% CI 1.60 to 2.65) were each associated with worse COVID-19 severity compared with TNFi. There were no associations between ABA or IL6i and COVID-19 severity. Conclusions People with RA treated with RTX or JAKi had worse COVID-19 severity than those on TNFi. The strong association of RTX and JAKi use with poor COVID-19 outcomes highlights prioritisation of risk mitigation strategies for these people.
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Affiliation(s)
- Jeffrey A Sparks
- Department of Medicine, Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA .,Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Zachary S Wallace
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA .,Clinical Epidemiology Program and Rheumatology Unit, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Andrea M Seet
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Milena A Gianfrancesco
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Zara Izadi
- Division of Rheumatology, Department of Medicine, Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Kimme L Hyrich
- Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.,National Institute for Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Anja Strangfeld
- Epidemiology and Health Care Research, German Rheumatism Research Center Berlin, Berlin, Germany
| | - Laure Gossec
- INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Sorbonne Universite, Paris, France.,APHP, Rheumatology Department, Hopital Universitaire Pitie Salpetriere, Paris, France
| | | | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases, Lisbon, Portugal.,Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), European League Against Rheumatism, Kilchberg, Switzerland
| | - Saskia Lawson-Tovey
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK.,National Institute for Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Laura Trupin
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Stephanie Rush
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Patricia Katz
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Gabriela Schmajuk
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA.,San Francisco VA Health Care System, San Francisco, California, USA
| | - Lindsay Jacobsohn
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Leanna Wise
- Department of Internal Medicine, Division of Rheumatology, University of Southern California, Los Angeles, California, USA
| | - Emily L Gilbert
- Division of Rheumatology, Mayo Clinic Hospital Jacksonville, Jacksonville, Florida, USA
| | - Ali Duarte-García
- Division of Rheumatology, Robert D and Patricia E Kern Center for the Science of Health Care Delivery, Mayo Clinic Rochester, Rochester, Minnesota, USA
| | | | | | | | | | - Tiffany Y-T Hsu
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Kristin M D'Silva
- Clinical Epidemiology Program and Rheumatology Unit, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Naomi J Patel
- Clinical Epidemiology Program and Rheumatology Unit, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Lianne Kearsley-Fleet
- Centre for Epidemiology Versus Arthritis, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Martin Schäfer
- Epidemiology and Health Care Research, German Rheumatism Research Center Berlin, Berlin, Germany
| | - Sandra Lúcia Euzébio Ribeiro
- Hospital Universitário Getúlio Vargas, Faculty of Medicine, Federal University of Amazonas, Manaus, Amazonas, Brazil
| | - Samar Al Emadi
- Rheumatology Department, Hamad Medical Corporation, Doha, Qatar
| | - Liselotte Tidblad
- Division of Clinical Epidemiology, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | - Bernd Raffeiner
- Department of Rheumatology, Central Hospital of Bolzano, Padua, Italy
| | - Thierry Thomas
- Société Française de Rhumatologie (SFR), Department of Rheumatology, Hôpital Nord, Universite de Lyon, Lyon, France
| | - René-Marc Flipo
- Department of Rheumatology, University of Lille, Lille, France
| | - Jérôme Avouac
- Service de Rhumatologie, Hôpital Cochin, AP-HP.CUP, Universite de Paris, Paris, France
| | - Raphaèle Seror
- Department of Rheumatology, Assistance Publique, Hopitaux de Paris, Universite Paris-Saclay, Saint-Aubin, France
| | - Miguel Bernardes
- Department of Medicine, Faculty of Medicine, University of Porto, Porto, Portugal.,Rheumatology Department, Centro Hospitalar de Sao Joao EPE, Porto, Portugal
| | | | - Rebecca Hasseli
- Division of Rheumatology and Clinical Immunology, Campus Kerckhoff, Justus Liebig Universitat Giessen, Giessen, Germany
| | - Hendrik Schulze-Koops
- Division of Rheumatology and Clinical Immunology, Internal Medicine IV, Ludwig-Maximilians-Universitat Munchen, Munchen, Germany
| | - Ulf Müller-Ladner
- Division of Rheumatology and Clinical Immunology, Campus Kerckhoff, Justus Liebig Universitat Giessen, Giessen, Germany
| | - Christof Specker
- Department of Rheumatology and Clinical Immunology, KEM Kliniken Essen-Mitte, Essen, Germany
| | | | | | | | - Philippe Dieudé
- Rheumatology Department, Bichat-Claude Bernard Hospital, Paris University, Paris, France
| | - Elena Nikiphorou
- Centre for Rheumatic Diseases, King's College Hospital, King's College London, London, UK
| | | | - Namrata Singh
- Division of Rheumatology, University of Washington, Seattle, Washington, USA
| | - Manuel F Ugarte-Gil
- School of Medicine, Universidad Cientifica del Sur, Lima, Peru.,Rheumatology Department, Level IV Hospital Guillermo Almenara Irigoyen, La Victoria, Peru
| | - Beth Wallace
- Department of Internal Medicine/Rheumatology, University of Michigan, Ann Arbor, Michigan, USA.,VA Ann Arbor Healthcare System, Ann Arbor, Michigan, USA
| | - Akpabio Akpabio
- Rheumatology Department, Royal Hallamshire Hospital, Sheffield, UK
| | - Ranjeny Thomas
- UQ Diamantina Institute, The University of Queensland, Saint Lucia, Queensland, Australia
| | | | - Wendy Costello
- Irish Children's Arthritis Network (iCan), Tipperary, Ireland
| | - Rebecca Grainger
- Department of Medicine, University of Otago, Dunedin, New Zealand
| | - Jonathan S Hausmann
- Program in Rheumatology, Boston Children's Hospital, Boston, Massachusetts, USA.,Division of Rheumatology and Clinical Immunology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Jean W Liew
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Emily Sirotich
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.,Canadian Arthritis Patient Alliance, Toronto, Ontario, Canada
| | - Paul Sufka
- HealthPartners, St. Paul, Minnesota, USA
| | - Philip C Robinson
- Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.,Metro North Hospital and Health Service, Royal Brisbane and Women's Hospital Health Service District, Herston, Queensland, Australia
| | - Pedro M Machado
- Centre for Rheumatology and Department of Neuromuscular Diseases, University College London, London, UK.,National Institute for Health Research (NIHR) University College London Hospitals Biomedical Research Centre, University College London Hospitals NHS Foundation Trust, London, UK
| | - Jinoos Yazdany
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
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Sparks J, Wallace Z, Seet A, Gianfrancesco M, Izadi Z, Hyrich K, Strangfeld A, Gossec L, Carmona L, Mateus E, Lawson-Tovey S, Trupin L, Rush S, Schmajuk G, Katz P, Jacobsohn L, Al Emadi S, Wise L, Gilbert E, Duarte-Garcia A, Valenzuela-Almada M, Hsu T, D’silva K, Serling-Boyd N, Dieudé P, Nikiphorou E, Kronzer V, Singh N, Ugarte-Gil MF, Wallace B, Akpabio A, Thomas R, Bhana S, Costello W, Grainger R, Hausmann J, Liew J, Sirotich E, Sufka P, Robinson P, Machado P, Yazdany J. OP0006 ASSOCIATIONS OF BASELINE USE OF BIOLOGIC OR TARGETED SYNTHETIC DMARDS WITH COVID-19 SEVERITY IN RHEUMATOID ARTHRITIS: RESULTS FROM THE COVID-19 GLOBAL RHEUMATOLOGY ALLIANCE. Ann Rheum Dis 2021. [DOI: 10.1136/annrheumdis-2021-eular.1632] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background:Targeted DMARDs may dampen the inflammatory response in COVID-19, perhaps leading to a less severe clinical course. However, some DMARD targets may impair viral immune defenses. Due to sample size limitations, previous studies of DMARD use and COVID-19 outcomes have combined several heterogeneous rheumatic diseases and medications, investigating a single outcome (e.g., hospitalization).Objectives:To investigate the associations of baseline use of biologic or targeted synthetic (b/ts) DMARDs with a range of poor COVID-19 outcomes in rheumatoid arthritis (RA).Methods:We analyzed voluntarily reported cases of COVID-19 in patients with rheumatic diseases in the COVID-19 Global Rheumatology Alliance physician registry (March 12, 2020 - January 6, 2021). We investigated RA treated with b/tsDMARD at the clinical onset of COVID-19 (baseline): abatacept (ABA), rituximab (RTX), Janus kinase inhibitors (JAK), interleukin-6 inhibitors (IL6i), or tumor necrosis factor inhibitors (TNFi). The outcome was an ordinal scale (1-4) for COVID-19 severity: 1) no hospitalization, 2) hospitalization without oxygen need, 3) hospitalization with any oxygen need or ventilation, or 4) death. Baseline covariates including age, sex, smoking, obesity, comorbidities (e.g., cardiovascular disease, cancer, interstitial lung disease [ILD]), concomitant non-biologic DMARD use, glucocorticoid use/dose, RA disease activity, country, and calendar time were used to estimate propensity scores (PS) for b/tsDMARD. The primary analysis used PS matching to compare each drug class to TNFi. Ordinal logistic regression estimated ORs for the COVID-19 severity outcome. In a sensitivity analysis, we used traditional multivariable ordinal logistic regression adjusting for covariates without matching.Results:Of the 1,673 patients with RA on b/tsDMARDs at the onset of COVID-19, (mean age 56.7 years, 79.6% female) there were n=154 on ABA, n=224 on RTX, n=306 on JAK, n=180 on IL6i, and n=809 on TNFi. Overall, 498 (34.3%) were hospitalized and 112 (6.7%) died. Among all patients, 353 (25.3%) were ever smokers, 197 (11.8%) were obese, 462 (27.6%) were on glucocorticoids, 1,002 (59.8%) were on concomitant DMARDs, and 299 (21.7%) had moderate/high RA disease activity. RTX users were more likely than TNFi users to have ILD (11.6% vs. 1.7%) and history of cancer (7.1% vs. 2.0%); JAK users were more likely than TNFi users to be obese (17.3% vs. 9.0%). After propensity score matching, RTX was strongly associated with greater odds of having a worse outcome compared to TNFi (OR 3.80, 95% CI 2.47, 5.85; Figure). Among RTX users, 42 (18.8%) died compared to 27 (3.3%) of TNFi users (Table). JAK use was also associated with greater odds of having a worse COVID-19 severity (OR 1.52, 95%CI 1.02, 2.28). ABA or IL6i use were not associated with COVID-19 severity compared to TNFi. Results were similar in the sensitivity analysis and after excluding cancer or ILD.Table 1.Frequencies for the ordinal COVID-19 severity outcome for patients with RA on biologic or targeted synthetic DMARDs (n=1673).COVID-19 outcomes by severity scale (n,%)ABAn=154RTXn=224JAKn=306IL6in=180TNFi n=8091)Not hospitalized113 (73.3%)121 (54.0%)220 (71.9%)150 (83.3%)666 (82.3%)2)Hospitalization without oxygenation10 (6.5%)14 (6.2%)11 (3.6%)9 (5.0%)53 (6.5%)3)Hospitalization with any oxygenation or ventilation16 (10.4%)47 (21.0%)52 (17.0%)16 (8.9%)63 (7.8%)4)Death15 (9.7%)42 (18.8%)23 (7.5%)5 (2.8%)27 (3.3%)Conclusion:In this large global registry of patients with RA and COVID-19, baseline use of RTX or JAK was associated with worse severity of COVID-19 compared to TNFi use. The very elevated odds for poor COVID-19 outcomes in RTX users highlights the urgent need for risk-mitigation strategies, such as the optimal timing of vaccination. The novel association of JAK with poor COVID-19 outcomes requires replication.Acknowledgements:The views expressed here are those of the authors and participating members of the COVID-19 Global Rheumatology Alliance and do not necessarily represent the views of the ACR, EULAR, the UK National Health Service, the National Institute for Health Research, the UK Department of Health, or any other organization.Disclosure of Interests:Jeffrey Sparks Consultant of: Bristol-Myers Squibb, Gilead, Inova, Janssen, and Optum, unrelated to this work, Grant/research support from: Amgen and Bristol-Myers Squibb, unrelated to this work, Zachary Wallace Consultant of: Viela Bio and MedPace, outside the submitted work., Grant/research support from: Bristol-Myers Squibb and Principia/Sanofi, Andrea Seet: None declared, Milena Gianfrancesco: None declared, Zara Izadi: None declared, Kimme Hyrich Speakers bureau: Abbvie unrelated to this study, Grant/research support from: BMS, UCB, and Pfizer, all unrelated to this study, Anja Strangfeld Paid instructor for: AbbVie, MSD, Roche, BMS, Pfizer, outside the submitted work, Grant/research support from: grants from a consortium of 13 companies (among them AbbVie, BMS, Celltrion, Fresenius Kabi, Lilly, Mylan, Hexal, MSD, Pfizer, Roche, Samsung, Sanofi-Aventis, and UCB) supporting the German RABBIT register, outside the submitted work, Laure Gossec Consultant of: Abbvie, Biogen, Celgene, Janssen, Lilly, Novartis, Pfizer, Sanofi-Aventis, UCB, unrelated to this study, Grant/research support from: Lilly, Mylan, Pfizer, all unrelated to this study, Loreto Carmona: None declared, Elsa Mateus Grant/research support from: grants from Abbvie, Novartis, Janssen-Cilag, Lilly Portugal, Sanofi, Grünenthal S.A., MSD, Celgene, Medac, Pharmakern, GAfPA; grants and non-financial support from Pfizer, outside the submitted work, Saskia Lawson-Tovey: None declared, Laura Trupin: None declared, Stephanie Rush: None declared, Gabriela Schmajuk: None declared, Patti Katz: None declared, Lindsay Jacobsohn: None declared, Samar Al Emadi: None declared, Leanna Wise: None declared, Emily Gilbert: None declared, Ali Duarte-Garcia: None declared, Maria Valenzuela-Almada: None declared, Tiffany Hsu: None declared, Kristin D’Silva: None declared, Naomi Serling-Boyd: None declared, Philippe Dieudé Consultant of: Boerhinger Ingelheim, Bristol-Myers Squibb, Lilly, Sanofi, Pfizer, Chugai, Roche, Janssen unrelated to this work, Grant/research support from: Bristol-Myers Squibb, Chugaii, Pfizer, unrelated to this work, Elena Nikiphorou: None declared, Vanessa Kronzer: None declared, Namrata Singh: None declared, Manuel F. Ugarte-Gil Grant/research support from: Janssen and Pfizer, Beth Wallace: None declared, Akpabio Akpabio: None declared, Ranjeny Thomas: None declared, Suleman Bhana Consultant of: AbbVie, Horizon, Novartis, and Pfizer (all <$10,000) unrelated to this work, Wendy Costello: None declared, Rebecca Grainger Speakers bureau: Abbvie, Janssen, Novartis, Pfizer, Cornerstones, Jonathan Hausmann Consultant of: Novartis, Sobi, Biogen, all unrelated to this work (<$10,000), Jean Liew Grant/research support from: Yes, I have received research funding from Pfizer outside the submitted work., Emily Sirotich Grant/research support from: Board Member of the Canadian Arthritis Patient Alliance, a patient run, volunteer based organization whose activities are largely supported by independent grants from pharmaceutical companies, Paul Sufka: None declared, Philip Robinson Speakers bureau: Abbvie, Eli Lilly, Janssen, Novartis, Pfizer and UCB (all < $10,000), Consultant of: Abbvie, Eli Lilly, Janssen, Novartis, Pfizer and UCB (all < $10,000), Pedro Machado Speakers bureau: Yes, I have received consulting/speaker’s fees from Abbvie, BMS, Celgene, Eli Lilly, Janssen, MSD, Novartis, Pfizer, Roche and UCB, all unrelated to this study (all < $10,000)., Consultant of: Yes, I have received consulting/speaker’s fees from Abbvie, BMS, Celgene, Eli Lilly, Janssen, MSD, Novartis, Pfizer, Roche and UCB, all unrelated to this study (all < $10,000)., Jinoos Yazdany Consultant of: Eli Lilly and AstraZeneca unrelated to this project
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Gianfrancesco MA, Leykina LA, Izadi Z, Taylor T, Sparks JA, Harrison C, Trupin L, Rush S, Schmajuk G, Katz P, Jacobsohn L, Hsu TY, D'Silva KM, Serling-Boyd N, Wallwork R, Todd DJ, Bhana S, Costello W, Grainger R, Hausmann JS, Liew JW, Sirotich E, Sufka P, Wallace ZS, Machado PM, Robinson PC, Yazdany J. Association of Race and Ethnicity With COVID-19 Outcomes in Rheumatic Disease: Data From the COVID-19 Global Rheumatology Alliance Physician Registry. Arthritis Rheumatol 2021; 73:374-380. [PMID: 33146001 DOI: 10.1002/art.41567] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 10/23/2020] [Indexed: 01/07/2023]
Abstract
OBJECTIVE Racial/ethnic minorities experience more severe outcomes of coronavirus disease 2019 (COVID-19) in the general US population. This study was undertaken to examine the association between race/ethnicity and COVID-19 hospitalization, ventilation status, and mortality in people with rheumatic disease. METHODS US patients with rheumatic disease and COVID-19 were entered into the COVID-19 Global Rheumatology Alliance physician registry between March 24, 2020 and August 26, 2020 were included. Race/ethnicity was defined as White, African American, Latinx, Asian, or other/mixed race. Outcome measures included hospitalization, requirement for ventilatory support, and death. Multivariable regression models were used to estimate odds ratios (ORs) and 95% confidence intervals (95% CIs) adjusted for age, sex, smoking status, rheumatic disease diagnosis, comorbidities, medication use prior to infection, and rheumatic disease activity. RESULTS A total of 1,324 patients were included, of whom 36% were hospitalized and 6% died; 26% of hospitalized patients required mechanical ventilation. In multivariable models, African American patients (OR 2.74 [95% CI 1.90-3.95]), Latinx patients (OR 1.71 [95% CI 1.18-2.49]), and Asian patients (OR 2.69 [95% CI 1.16-6.24]) had higher odds of hospitalization compared to White patients. Latinx patients also had 3-fold increased odds of requiring ventilatory support (OR 3.25 [95% CI 1.75-6.05]). No differences in mortality based on race/ethnicity were found, though power to detect associations may have been limited. CONCLUSION Similar to findings in the general US population, racial/ethnic minorities with rheumatic disease and COVID-19 had increased odds of hospitalization and ventilatory support. These results illustrate significant health disparities related to COVID-19 in people with rheumatic diseases. The rheumatology community should proactively address the needs of patients currently experiencing inequitable health outcomes during the pandemic.
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Affiliation(s)
| | | | | | - Tiffany Taylor
- University of California San Francisco, and University of California Berkeley
| | - Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | | | | | - Gabriela Schmajuk
- University of California and San Francisco VA Healthcare System, San Francisco
| | | | | | - Tiffany Y Hsu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Kristin M D'Silva
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Naomi Serling-Boyd
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Rachel Wallwork
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Derrick J Todd
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Wendy Costello
- Irish Children's Arthritis Network (iCAN), Tipperary, Ireland
| | | | - Jonathan S Hausmann
- Boston Children's Hospital, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, Massachusetts
| | - Jean W Liew
- Boston University School of Medicine, Boston, Massachusetts
| | - Emily Sirotich
- McMaster University, Hamilton, Ontario, Canada, and Canadian Arthritis Patient Alliance, Toronto, Ontario, Canada
| | | | - Zachary S Wallace
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Pedro M Machado
- University College London, University College London Hospitals NHS Foundation Trust, Northwick Park Hospital, London North West University Healthcare NHS Trust, London, UK
| | - Philip C Robinson
- University of Queensland, Brisbane, Queensland, Australia, and Royal Brisbane and Women's Hospital, Metro North Hospital & Health Service, Herston, Queensland, Australia
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Gianfrancesco M, Hyrich KL, Al-Adely S, Carmona L, Danila MI, Gossec L, Izadi Z, Jacobsohn L, Katz P, Lawson-Tovey S, Mateus EF, Rush S, Schmajuk G, Simard J, Strangfeld A, Trupin L, Wysham KD, Bhana S, Costello W, Grainger R, Hausmann JS, Liew JW, Sirotich E, Sufka P, Wallace ZS, Yazdany J, Machado PM, Robinson PC. Characteristics associated with hospitalisation for COVID-19 in people with rheumatic disease: data from the COVID-19 Global Rheumatology Alliance physician-reported registry. Ann Rheum Dis 2020; 79:859-866. [PMID: 32471903 PMCID: PMC7299648 DOI: 10.1136/annrheumdis-2020-217871] [Citation(s) in RCA: 808] [Impact Index Per Article: 202.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 05/10/2020] [Accepted: 05/11/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVES COVID-19 outcomes in people with rheumatic diseases remain poorly understood. The aim was to examine demographic and clinical factors associated with COVID-19 hospitalisation status in people with rheumatic disease. METHODS Case series of individuals with rheumatic disease and COVID-19 from the COVID-19 Global Rheumatology Alliance registry: 24 March 2020 to 20 April 2020. Multivariable logistic regression was used to estimate ORs and 95% CIs of hospitalisation. Age, sex, smoking status, rheumatic disease diagnosis, comorbidities and rheumatic disease medications taken immediately prior to infection were analysed. RESULTS A total of 600 cases from 40 countries were included. Nearly half of the cases were hospitalised (277, 46%) and 55 (9%) died. In multivariable-adjusted models, prednisone dose ≥10 mg/day was associated with higher odds of hospitalisation (OR 2.05, 95% CI 1.06 to 3.96). Use of conventional disease-modifying antirheumatic drug (DMARD) alone or in combination with biologics/Janus Kinase inhibitors was not associated with hospitalisation (OR 1.23, 95% CI 0.70 to 2.17 and OR 0.74, 95% CI 0.37 to 1.46, respectively). Non-steroidal anti-inflammatory drug (NSAID) use was not associated with hospitalisation status (OR 0.64, 95% CI 0.39 to 1.06). Tumour necrosis factor inhibitor (anti-TNF) use was associated with a reduced odds of hospitalisation (OR 0.40, 95% CI 0.19 to 0.81), while no association with antimalarial use (OR 0.94, 95% CI 0.57 to 1.57) was observed. CONCLUSIONS We found that glucocorticoid exposure of ≥10 mg/day is associated with a higher odds of hospitalisation and anti-TNF with a decreased odds of hospitalisation in patients with rheumatic disease. Neither exposure to DMARDs nor NSAIDs were associated with increased odds of hospitalisation.
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MESH Headings
- Adolescent
- Adult
- Aged
- Anti-Inflammatory Agents, Non-Steroidal/therapeutic use
- Antimalarials/therapeutic use
- Antirheumatic Agents/therapeutic use
- Arthritis, Psoriatic/complications
- Arthritis, Psoriatic/drug therapy
- Arthritis, Rheumatoid/complications
- Arthritis, Rheumatoid/drug therapy
- Betacoronavirus
- Biological Products/therapeutic use
- COVID-19
- Coronavirus Infections/complications
- Coronavirus Infections/mortality
- Coronavirus Infections/therapy
- Female
- Glucocorticoids/therapeutic use
- Hospitalization/statistics & numerical data
- Humans
- Janus Kinase Inhibitors/therapeutic use
- Lupus Erythematosus, Systemic/complications
- Lupus Erythematosus, Systemic/drug therapy
- Male
- Middle Aged
- Multivariate Analysis
- Pandemics
- Pneumonia, Viral/complications
- Pneumonia, Viral/mortality
- Pneumonia, Viral/therapy
- Prednisone/therapeutic use
- Protective Factors
- Registries
- Rheumatic Diseases/complications
- Rheumatic Diseases/drug therapy
- Risk Factors
- SARS-CoV-2
- Severity of Illness Index
- Spondylarthropathies/complications
- Spondylarthropathies/drug therapy
- Tumor Necrosis Factor Inhibitors/therapeutic use
- Vasculitis/complications
- Vasculitis/drug therapy
- Young Adult
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Affiliation(s)
- Milena Gianfrancesco
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Kimme L Hyrich
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, Greater Manchester, UK
| | - Sarah Al-Adely
- Centre for Epidemiology Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, Greater Manchester, UK
| | | | - Maria I Danila
- Division of Clinical Immunology and Rheumatology, Department of Medicine, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Laure Gossec
- Institut Pierre Louis d'Epidémiologie et de Santé Publique, INSERM, Sorbonne Universite, Paris, France
- APHP, Rheumatology Department, Hopital Universitaire Pitie Salpetriere, Paris, France
| | - Zara Izadi
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Lindsay Jacobsohn
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Patricia Katz
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Saskia Lawson-Tovey
- National Institute of Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, Greater Manchester, UK
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK
| | - Elsa F Mateus
- Portuguese League Against Rheumatic Diseases (LPCDR), Lisbon, Portugal
| | - Stephanie Rush
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Gabriela Schmajuk
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Julia Simard
- Health Research & Policy, Division of Epidemiology and Department of Medicine, Division of Immunology & Rheumatology, Stanford School of Medicine, Stanford, California, USA
| | - Anja Strangfeld
- Forschungsbereich Epidemiologie, Deutsches Rheuma-Forschungszentrum Berlin, Berlin, Germany
| | - Laura Trupin
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | | | | | - Wendy Costello
- Irish Children's Arthritis Network (iCAN), Tipperary, Ireland
| | - Rebecca Grainger
- Department of Medicine, University of Otago, Wellington, New Zealand
| | - Jonathan S Hausmann
- Boston Children's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Jean W Liew
- University of Washington, Seattle, Washington, USA
| | - Emily Sirotich
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Canadian Arthritis Patient Alliance, Toronto, Ontario, Canada
| | | | - Zachary S Wallace
- Harvard Medical School, Boston, Massachusetts, USA
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Jinoos Yazdany
- Department of Medicine, Division of Rheumatology, University of California San Francisco, San Francisco, California, USA
| | - Pedro M Machado
- Centre for Rheumatology & Department of Neuromuscular Diseases, University College London (UCL), London, UK
- University College London Hospitals (UCLH) National Institute for Health Research (NIHR) Biomedical Research Centre (BRC), London, UK
- Department of Rheumatology, Northwick Park Hospital, London North West University Healthcare NHS trust, London, UK
| | - Philip C Robinson
- Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia
- Metro North Hospital & Health Service, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
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Flatau E, Jacobsohn L. XII. Internationaler Medicinischer Congress in Moskau. Sitzungsbericht über die Sektion für Nerven- und Geisteskrankheiten. Eur Neurol 2009. [DOI: 10.1159/000228885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Flatau E, Jacobsohn L. XII. Internationaler Medicinischer Congress in Moskau. Sitzungsbericht über die Sektion für Nerven- und Geisteskrankheiten. Eur Neurol 2009. [DOI: 10.1159/000228869] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Flatau E, Jacobsohn L. XII. Internationaler Medicinischer Congress in Moskau. Sitzungsbericht über die Sektion für Nerven- und Geisteskrankheiten. Eur Neurol 2009. [DOI: 10.1159/000228877] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Jacobsohn L. Ueber Cysticercus cellulosae cerebri et musculorum, mit besonderer Berücksichtigung der den Parasiten einschliessenden Kapselwand. Eur Neurol 2009. [DOI: 10.1159/000211567] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Jacobsohn L. Gibt es eine brauchbare methode, um aufschluß über das sittliche fühlen eines jugendlichen zu Bekommen? ACTA ACUST UNITED AC 1919. [DOI: 10.1007/bf02873137] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Jacobsohn L. Ueber traumatisch - chirurgische Facialislähmungen. Dtsch Med Wochenschr 1906. [DOI: 10.1055/s-0029-1188559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Jacobsohn L. Ueber Heißluftbäder bei Nervenkrankheiten. Dtsch Med Wochenschr 1905. [DOI: 10.1055/s-0029-1188052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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