EClinicalMedicine (Jul 2023)
Mortality risk factors in primary Sjögren syndrome: a real-world, retrospective, cohort studyResearch in context
- Pilar Brito-Zerón,
- Alejandra Flores-Chávez,
- Ildiko Fanny Horváth,
- Astrid Rasmussen,
- Xiaomei Li,
- Peter Olsson,
- Arjan Vissink,
- Roberta Priori,
- Berkan Armagan,
- Gabriela Hernandez-Molina,
- Sonja Praprotnik,
- Luca Quartuccio,
- Nevsun Inanç,
- Burcugül Özkızıltaş,
- Elena Bartoloni,
- Agata Sebastian,
- Vasco C. Romão,
- Roser Solans,
- Sandra G. Pasoto,
- Maureen Rischmueller,
- Carlos Galisteo,
- Yasunori Suzuki,
- Virginia Fernandes Moça Trevisani,
- Cecilia Fugmann,
- Andrés González-García,
- Francesco Carubbi,
- Ciprian Jurcut,
- Toshimasa Shimizu,
- Soledad Retamozo,
- Fabiola Atzeni,
- Benedikt Hofauer,
- Sheila Melchor-Díaz,
- Tamer Gheita,
- Miguel López-Dupla,
- Eva Fonseca-Aizpuru,
- Roberto Giacomelli,
- Marcos Vázquez,
- Sandra Consani,
- Miriam Akasbi,
- Hideki Nakamura,
- Antónia Szántó,
- A. Darise Farris,
- Li Wang,
- Thomas Mandl,
- Angelica Gattamelata,
- Levent Kilic,
- Katja Perdan Pirkmajer,
- Kerem Abacar,
- Abdurrahman Tufan,
- Salvatore de Vita,
- Hendrika Bootsma,
- Manuel Ramos-Casals,
- S. Arends,
- E. Treppo,
- S. Longhino,
- V. Manfrè,
- M. Rizzo,
- C. Baldini,
- S. Bombardieri,
- M. Bandeira,
- M. Silvéiro-António,
- R. Seror,
- X. Mariette,
- G. Nordmark,
- D. Danda,
- P. Wiland,
- R. Gerli,
- S.K. Kwok,
- S.H. Park,
- M. Kvarnstrom,
- M. Wahren-Herlenius,
- S. Downie-Doyle,
- D. Sene,
- D. Isenberg,
- V. Valim,
- V. Devauchelle-Pensec,
- A. Saraux,
- J. Morel,
- C. Morcillo,
- P.E. Díaz Cuiza,
- B.E. Herrera,
- L. González-de-Paz,
- A. Sisó-Almirall
Affiliations
- Pilar Brito-Zerón
- Autoimmune Diseases Unit, Research and Innovation Group in Autoimmune Diseases, Sanitas Digital Hospital, Hospital-CIMA-Centre Mèdic Milenium Balmes Sanitas, Barcelona, Spain
- Alejandra Flores-Chávez
- Department of Autoimmune Diseases, ICMiD, Hospital Clínic, Barcelona, Spain
- Ildiko Fanny Horváth
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- Astrid Rasmussen
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Xiaomei Li
- Department of Rheumatology and Immunology, The First Affiliated Hospital of USTC, University of Science and Technology of China(Anhui Provincial Hosipital), Hefei, China
- Peter Olsson
- Department of Rheumatology, Skane University Hospital Malmö, Lund University, Lund, Sweden
- Arjan Vissink
- Department of Oral and Maxillofacial Surger, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Roberta Priori
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, Rome, Italy; Saint Camillus International University of Health Science, UniCamillus, Rome, Italy
- Berkan Armagan
- Division of Rheumatology, Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
- Gabriela Hernandez-Molina
- Immunology and Rheumatology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
- Sonja Praprotnik
- Department of Rheumatology, University Medical Centre, Ljubljana, Slovenia
- Luca Quartuccio
- Clinic of Rheumatology, Department of Medical and Biological Sciences, University Hospital “Santa Maria della Misericordia”, Udine, Italy
- Nevsun Inanç
- Marmara University, School of Medicine, Istanbul, Turkey
- Burcugül Özkızıltaş
- Division of Rheumatology, Department of Internal Medicine, Gazi University School of Medicine, Ankara, Turkey
- Elena Bartoloni
- Rheumatology Unit, Department of Medicine, University of Perugia, Perugia, Italy
- Agata Sebastian
- Department of Rheumatology and Internal Medicine, Wroclaw Medical Hospital, Wroclaw, Poland
- Vasco C. Romão
- Rheumatology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte and Rheumatology Research Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Lisbon Academic Medical Centre, Lisbon, Portugal
- Roser Solans
- Department of Internal Medicine, Hospital Vall d'Hebron, Barcelona, Spain
- Sandra G. Pasoto
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, Brazil
- Maureen Rischmueller
- Department of Rheumatology, The Queen Elizabeth Hospital, Discipline of Medicine, University of Adelaide, South Australia, Australia
- Carlos Galisteo
- Department of Rheumatology, Hospital Parc Taulí, Barcelona, Spain
- Yasunori Suzuki
- Division of Rheumatology, Kanazawa University Hospital, Kanazawa, Ishikawa, Japan
- Virginia Fernandes Moça Trevisani
- Division of Health Based Evidence, Federal University of São Paulo, Sao Paulo, Brazil
- Cecilia Fugmann
- Rheumatology, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Andrés González-García
- Department of Rheumatology, Hospital 12 de Octubre, Madrid, Spain
- Francesco Carubbi
- Internal Medicine and Nephrology Unit, Department of Medicine, ASL Avezzano-Sulmona-L'Aquila, San Salvatore Hospital, L'Aquila, Italy
- Ciprian Jurcut
- Department of Internal Medicine, Carol Davila Central Military Emergency Hospital, Bucharest, Romania
- Toshimasa Shimizu
- Division of Advanced Preventive Medical Sciences, Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
- Soledad Retamozo
- Department of Rheumatology, Hospital Quirón Salud, Barcelona, Spain
- Fabiola Atzeni
- IRCCS Galeazzi Orthopedic Institute, Milan and Rheumatology Unit, University of Messina, Messina, Italy
- Benedikt Hofauer
- Otorhinolaryngology, Head and Neck Surgery, Technical University Munich, Munich, Germany
- Sheila Melchor-Díaz
- Department of Rheumatology, Hospital 12 de Octubre, Madrid, Spain
- Tamer Gheita
- Rheumatology Department, Kasr Al Ainy School of Medicine, Cairo University, Cairo, Egypt
- Miguel López-Dupla
- Department of Internal Medicine, Hospital Joan XXIII, Tarragona, Spain
- Eva Fonseca-Aizpuru
- Department of Internal Medicine, Hospital de Cabueñes, Gijón, Spain
- Roberto Giacomelli
- Clinical Unit of Rheumatology, University of l'Aquila, School of Medicine, L'Aquila, Italy
- Marcos Vázquez
- Department of Rheumatology, Hospital de Clínicas, San Lorenzo, Paraguay
- Sandra Consani
- Internal Medicine, Hospital Maciel, and Universidad de la República (UdelaR), Montevideo, Uruguay
- Miriam Akasbi
- Department of Internal Medicine, Hospital Infanta Leonor, Madrid, Spain
- Hideki Nakamura
- Division of Hematology and Rheumatology, Department of Medicine, Nihon University School of Medicine, Oyaguchi Kami-cho, Itabashi-ku, Tokyo, Japan
- Antónia Szántó
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- A. Darise Farris
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Li Wang
- Department of Rheumatology and Immunology, The First Affiliated Hospital of USTC, University of Science and Technology of China(Anhui Provincial Hosipital), Hefei, China
- Thomas Mandl
- Department of Rheumatology, Skane University Hospital Malmö, Lund University, Lund, Sweden
- Angelica Gattamelata
- Department of Internal Medicine and Medical Specialties, Rheumatology Clinic, Sapienza University of Rome, Rome, Italy
- Levent Kilic
- Division of Rheumatology, Department of Internal Medicine, Hacettepe University, Faculty of Medicine, Ankara, Turkey
- Katja Perdan Pirkmajer
- Department of Rheumatology, University Medical Centre, Ljubljana, Slovenia
- Kerem Abacar
- Marmara University, School of Medicine, Istanbul, Turkey
- Abdurrahman Tufan
- Division of Rheumatology, Department of Internal Medicine, Gazi University School of Medicine, Ankara, Turkey
- Salvatore de Vita
- Clinic of Rheumatology, Department of Medical and Biological Sciences, University Hospital “Santa Maria della Misericordia”, Udine, Italy
- Hendrika Bootsma
- Department of Rheumatology & Clinical Immunology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Manuel Ramos-Casals
- Department of Autoimmune Diseases, ICMiD, Hospital Clínic, Barcelona, Spain; Department of Medicine, University of Barcelona, Barcelona, Spain; Corresponding author. Servei de Malalties Autoimmunes Sistèmiques, Hospital Clínic, C/Villarroel, 170, 08036, Barcelona, Spain.
- S. Arends
- E. Treppo
- S. Longhino
- V. Manfrè
- M. Rizzo
- C. Baldini
- S. Bombardieri
- M. Bandeira
- M. Silvéiro-António
- R. Seror
- X. Mariette
- G. Nordmark
- D. Danda
- P. Wiland
- R. Gerli
- S.K. Kwok
- S.H. Park
- M. Kvarnstrom
- M. Wahren-Herlenius
- S. Downie-Doyle
- D. Sene
- D. Isenberg
- V. Valim
- V. Devauchelle-Pensec
- A. Saraux
- J. Morel
- C. Morcillo
- P.E. Díaz Cuiza
- B.E. Herrera
- L. González-de-Paz
- A. Sisó-Almirall
- Journal volume & issue
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Vol. 61
p. 102062
Abstract
Summary: Background: What baseline predictors would be involved in mortality in people with primary Sjögren syndrome (SjS) remains uncertain. This study aimed to investigate the baseline characteristics collected at the time of diagnosis of SjS associated with mortality and to identify mortality risk factors for all-cause death and deaths related to systemic SjS activity measured by the ESSDAI score. Methods: In this international, real-world, retrospective, cohort study, we retrospectively collected data from 27 countries on mortality and causes of death from the Big Data Sjögren Registry. Inclusion criteria consisted of fulfilling 2002/2016 SjS classification criteria, and exclusion criteria included chronic HCV/HIV infections and associated systemic autoimmune diseases. A statistical approach based on a directed acyclic graph was used, with all-cause and Sjögren-related mortality as primary endpoints. The key determinants that defined the disease phenotype at diagnosis (glandular, systemic, and immunological) were analysed as independent variables. Findings: Between January 1st, 2014 and December 31, 2023, data from 11,372 patients with primary SjS (93.5% women, 78.4% classified as White, mean age at diagnosis of 51.1 years) included in the Registry were analysed. 876 (7.7%) deaths were recorded after a mean follow-up of 8.6 years (SD 7.12). Univariate analysis of prognostic factors for all-cause death identified eight Sjögren-related variables (ocular and oral tests, salivary biopsy, ESSDAI, ANA, anti-Ro, anti-La, and cryoglobulins). The multivariate CPH model adjusted for these variables and the epidemiological features showed that DAS-ESSDAI (high vs no high: HR = 1.68; 95% CI, 1.27–2.22) and cryoglobulins (positive vs negative: HR = 1.72; 95% CI, 1.22–2.42) were independent predictors of all-cause death. Of the 640 deaths with available information detailing the specific cause of death, 14% were due to systemic SjS. Univariate analysis of prognostic factors for Sjögren-cause death identified five Sjögren-related variables (oral tests, clinESSDAI, DAS-ESSDAI, ANA, and cryoglobulins). The multivariate competing risks CPH model adjusted for these variables and the epidemiological features showed that oral tests (abnormal vs normal results: HR = 1.38; 95% CI, 1.01–1.87), DAS-ESSDAI (high vs no high: HR = 1.55; 95% CI, 1.22–1.96) and cryoglobulins (positive vs negative: HR = 1.52; 95% CI, 1.16–2) were independent predictors of SjS-related death. Interpretation: The key mortality risk factors at the time of SjS diagnosis were positive cryoglobulins and a high systemic activity scored using the ESSDAI, conferring a 2-times increased risk of all-cause and SjS-related death. ESSDAI measurement and cryoglobulin testing should be considered mandatory when an individual is diagnosed with SjS. Funding: Novartis.