Causes and risk factors for death in systemic sclerosis: a study from the EULAR Scleroderma Trials and Research (EUSTAR) database
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Objectives To determine the causes and predictors of mortality in systemic sclerosis (SSc).Methods Patients with SSc (n=5860) fulfilling the American College of Rheumatology criteria and prospectively followed in the EULAR Scleroderma Trials and Research (EUSTAR) cohort were analysed. EUSTAR centres completed a structured questionnaire on cause of death and comorbidities. Kaplan-Meier and Cox proportional hazards models were used to analyse survival in SSc subgroups and to identify predictors of mortality.Results Questionnaires were obtained on 234 of 284 fatalities. 55% of deaths were attributed directly to SSc and 41% to non-SSc causes; in 4% the cause of death was not assigned. Of the SSc-related deaths, 35% were attributed to pulmonary fibrosis, 26% to pulmonary arterial hypertension (PAH) and 26% to cardiac causes (mainly heart failure and arrhythmias). Among the non-SSc-related causes, infections (33%) and malignancies (31%) were followed by cardiovascular causes (29%). Of the non-SSc-related fatalities, 25% died of causes in which SSc-related complications may have participated (pneumonia, sepsis and gastrointestinal haemorrhage). Independent risk factors for mortality and their HR were: proteinuria (HR 3.34), the presence of PAH based on echocardiography (HR 2.02), pulmonary restriction (forced vital capacity below 80% of normal, HR 1.64), dyspnoea above New York Heart Association class II (HR 1.61), diffusing capacity of the lung (HR 1.20 per 10% decrease), patient age at onset of Raynaud's phenomenon (HR 1.30 per 10 years) and the modified Rodnan skin score (HR 1.20 per 10 score points).Conclusion Disease-related causes, in particular pulmonary fibrosis, PAH and cardiac causes, accounted for the majority of deaths in SSc.
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Systemic sclerosis is frequently associated with malignancy.
“Importantly, SSc is frequently associated with malignancy.144”
From Autoimmune diseases and immune-checkpoint inhibitors for cancer therapy: Review of the literature and personalized risk-based prevention strategy (2020) · cites this paper as [144]
Cites
Preliminary criteria for the classification of systemic sclerosis (scleroderma)
Masi, A. T. (1980) · Arthritis & Rheumatism · doi:10.1002/art.1780230510 · Cited by 4,925 · see citing works
Changes in causes of death in systemic sclerosis, 1972–2002
Steen, V., & Medsger, T. A. (2007) · Annals of the Rheumatic Diseases · doi:10.1136/ard.2006.066068 · Cited by 1,530 · see citing works
Walker, U. A., Tyndall, A., Czirják, L., Denton, C. P., Farge, D., Kowal‐Bielecka, O., Müller‐Ladner, U., Bocelli‐Tyndall, C., & Matucci‐Cerinic, M. (2007) · Annals of the Rheumatic Diseases · doi:10.1136/ard.2006.062901 · Cited by 927 · see citing works
Self-citationAccelerated Atherosclerosis in Autoimmune Rheumatic Diseases
Shoenfeld, Y., Gerli, R., Doria, A., Matsuura, E., Matucci‐Cerinic, M., Ronda, N., Jara, L. J., Abu‐Shakra, M., Meroni, P. L., & Sherer, Y. (2005) · Circulation · doi:10.1161/circulationaha.104.507996 · Cited by 554 · see citing works
Accuracy of Death Certificates for Coding Coronary Heart Disease as the Cause of Death
Lloyd-Jones, D. M., Martin, D. O., Larson, M. G., & Levy, D. (1998) · Annals of Internal Medicine · doi:10.7326/0003-4819-129-12-199812150-00005 · Cited by 480 · see citing works
Mortality in systemic sclerosis: An international meta-analysis of individual patient data
Ioannidis, J. P. A., Vlachoyiannopoulos, P. G., Haidich, A., Medsger, T. A., Lucas, M., Michet, C. J., Kuwana, M., Yasuoka, H., van den Hoogen, F. H. J., Boome, L. C. J. T., et al. (2005) · The American Journal of Medicine · doi:10.1016/j.amjmed.2004.04.031 · Cited by 437 · see citing works
Predictors of survival in systemic sclerosis (Scleroderma)
Altman, R. D., Medsger, T. A., Bloch, D. A., & Michel, B. A. (1991) · Arthritis & Rheumatism · doi:10.1002/art.1780340405 · Cited by 298 · see citing works
Wolfe, F., & Sharp, J. T. (1998) · Arthritis & Rheumatism · doi:10.1002/1529-0131(199809)41:9 · Cited by 274 · see citing works
Allanore, Y., Meune, C., Vonk, M. C., et al. (2009) · Annals of the Rheumatic Diseases · doi:10.1136/ard.2008.103382 · Cited by 271 · see citing works
Self-citationMathai, S. C., Hummers, L. K., Champion, H. C., Wigley, F. M., Zaiman, A., Hassoun, P. M., & Girgis, R. E. (2009) · Arthritis & Rheumatism · doi:10.1002/art.24267 · Cited by 265 · see citing works
Self-citationHahn, B. H., Grossman, J. M., Chen, W., & McMahon, M. A. (2007) · Journal of Autoimmunity · doi:10.1016/j.jaut.2007.02.004 · Cited by 234 · see citing works
Risk of cancer in patients with scleroderma: a population based cohort study
Hill, C. L., Nguyen, A.-M., Roder, D. M., et al. (2003) · Annals of the Rheumatic Diseases · doi:10.1136/ard.62.8.728 · Cited by 221 · see citing works
Boissoneau, R., Sprengel, A. D., & Snell, W. E. (1999) · Health Marketing Quarterly · doi:10.1300/j026v17n01_05 · Cited by 179 · see citing works
A controlled clinicopathologic study of myocardial fibrosis in systemic sclerosis (scleroderma).
Wp, F., Tr, M., Curtiss, E. I., et al. (1990) · PubMed · Cited by 176 · see citing works
HACHULLA, E., Carpentier, P., Gressin, V., Diot, É., Allanore, Y., Sibilia, J., Launay, D., Mouthon, L., Jégo, P., Cabané, J., et al. (2008) · Lara D. Veeken · doi:10.1093/rheumatology/ken488 · Cited by 173 · see citing works
Self-citationPerera, A., Fertig, N., Lucas, M., et al. (2007) · Arthritis & Rheumatism · doi:10.1002/art.22747 · Cited by 157 · see citing works
Mortality and causes of death of 344 Danish patients with systemic sclerosis (scleroderma)
Jacobsen, S., HALBERG, P., & Ullman, S. (1998) · Lara D. Veeken · doi:10.1093/rheumatology/37.7.750 · Cited by 154 · see citing works
Trad, S., Amoura, Z., Beigelman‐Aubry, C., et al. (2005) · Arthritis & Rheumatism · doi:10.1002/art.21538 · Cited by 151 · see citing works
Survival and cause of death in multiple sclerosis: a prospective population-based study
Hirst, C. L., Swingler, R. J., Compston, D. A. S., Ben‐Shlomo, Y., & Robertson, N. P. (2008) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.2007.127332 · Cited by 149 · see citing works
ACCURACY OF CERTIFICATION OF DEATHS DUE TO ASTHMA
Sears, M. R., HILLER, H. H., BOER, G. D., Beaglehole, R., GILLIES, A. J. D., Holst, P. E., O'Donnell, T. V., & Rothwell, R. (1986) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a114470 · Cited by 142 · see citing works
Mannino, D. M., Etzel, R. A., & Parrish, R. G. (1996) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.153.5.8630600 · Cited by 140 · see citing works
Risk of malignancy in scleroderma: A population‐based cohort study
Chatterjee, S., Dombi, G. W., Severson, R. K., et al. (2005) · Arthritis & Rheumatism · doi:10.1002/art.21225 · Cited by 134 · see citing works
Survival and causes of death in 366 Hungarian patients with systemic sclerosis
Czirják, L., Kumánovics, G., Varjú, C., et al. (2007) · Annals of the Rheumatic Diseases · doi:10.1136/ard.2006.066340 · Cited by 131 · see citing works
Self-citationAutopsy findings in 42 consecutive patients with idiopathic pulmonary fibrosis
Daniels, C. E., Yi, E. S., & Ryu, J. H. (2008) · European Respiratory Journal · doi:10.1183/09031936.00176307 · Cited by 110 · see citing works
Angiographically proven coronary artery disease in scleroderma
Akram, M. R., Handler, C. E., Williams, M. J. A., et al. (2006) · Lara D. Veeken · doi:10.1093/rheumatology/kel120 · Cited by 98 · see citing works
Walker, U. A., Tyndall, A., Czirják, L., et al. (2008) · Annals of the Rheumatic Diseases · doi:10.1136/ard.2008.091348 · Cited by 82 · see citing works
Self-citationEarly atherosclerosis in systemic sclerosis and its relation to disease or traditional risk factors
Hettema, M. E., Zhang, D., de Leeuw, K., Stienstra, Y., Smit, A. J., Kallenberg, C. G. M., & Bootsma, H. (2008) · Arthritis Research & Therapy · doi:10.1186/ar2408 · Cited by 71 · see citing works
Hospitalizations and mortality in systemic sclerosis: results from the Nationwide Inpatient Sample
Chung, L. W. K., Krishnan, E., & Chakravarty, E. F. (2007) · Lara D. Veeken · doi:10.1093/rheumatology/kem273 · Cited by 70 · see citing works
The Spectrum of Scleroderma Lung Disease
Highland, K. B., Garin, M. C., & Brown, K. R. (2007) · Seminars in Respiratory and Critical Care Medicine · doi:10.1055/s-2007-985613 · Cited by 47 · see citing works
Mattey, D. L., HASSELL, A. B., Dawes, P. T., Ollier, W., & Hajeer, A. H. (1999) · Arthritis & Rheumatism · doi:10.1002/1529-0131(199912)42:12 · Cited by 38 · see citing works
Mortality in Systemic Sclerosis: An International Meta-analysis of Individual Patient Data
THIERS, B. H. (2006) · Yearbook of Dermatology and Dermatologic Surgery · doi:10.1016/s0093-3619(08)70143-6 · Cited by 21 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Updated clinical classification of pulmonary hypertension
Simonneau, G., Gatzoulis, M. A., Adatia, I., Celermajer, D., Denton, C., Ghofrani, A., Gomez Sanchez, M. A., Krishna Kumar, R., Landzberg, M., Machado, R. F., et al. (2013) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.10.029 · Cited by 4,191 · see citing works
Self-citationHaanen, J., Ernstoff, M. S., Wang, Y., Menzies, A. M., Puzanov, I., Grivas, P., Larkin, J., Peters, S., Thompson, J. A., & Obeid, M. (2020) · Annals of Oncology · doi:10.1016/j.annonc.2020.03.285 · Cited by 222 · see citing works
Huang, J., Beyer, C., Palumbo-Zerr, K., Zhang, Y., Ramming, A., Distler, A., Gelse, K., Distler, O., Schett, G., Wollin, L., et al. (2016) · Annals of the Rheumatic Diseases · doi:10.1136/annrheumdis-2014-207109 · Cited by 196 · see citing works
Self-citationBergmann, C., Brandt, A., Merlevede, B., Hallenberger, L., Dees, C., Wohlfahrt, T., Pötter, S., Zhang, Y., Chen, C.-W., Mallano, T., et al. (2018) · Annals of the Rheumatic Diseases · doi:10.1136/annrheumdis-2017-211501 · Cited by 62 · see citing works
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- Authors
- Tyndall, A. J., Bannert, B., Vonk, M., Airò, P., Cozzi, F., Carreira, P. E., Bancel, D. F., Allanore, Y., Müller-Ladner, U., Distler, O., Iannone, F., Pellerito, R., Pileckyte, M., Miniati, I., Ananieva, L., Gurman, A. B., Damjanov, N., Mueller, A., Valentini, G., Riemekasten, G., Tikly, M., Hummers, L., Henriques, M. J., Caramaschi, P., Scheja, A., Rozman, B., Ton, E., Kumánovics, G., Coleiro, B., Feierl, E., Szucs, G., Von Mühlen, C. A., Riccieri, V., Novak, S., Chizzolini, C., Kotulska, A., Denton, C., Coelho, P. C., Kötter, I., Simsek, I., de la Pena Lefebvre, P. G., Hachulla, E., Seibold, J. R., Rednic, S., Štork, J., Morovic-Vergles, J., & Walker, U. A.
- Affiliations
- University of Basel (CH)
- Radboud University Medical Center (NL)
- University of Padua (IT)
- Hospital Universitario 12 De Octubre (ES)
- Hôpital Cochin (FR)
- University Hospital Zurich (CH)
- University of Bari Aldo Moro (IT)
- University of Florence (IT)
- University of Regensburg (DE)
- Charité – Universitätsmedizin Berlin (DE)
- University of the Witwatersrand (ZA)
- Johns Hopkins University (US)
- Unidade Local de Saúde de Coimbra (PT)
- University of Verona (IT)
- Lund University (SE)
- University Medical Center Utrecht (NL)
- Medical University of Vienna (AT)
- Sapienza University of Rome (IT)
- University Hospital of Geneva (CH)
- Medical University of Silesia (PL)
- The Royal Free Hospital (GB)
- Instituto Português de Reumatologia (PT)
- Universitätsklinikum Tübingen (DE)
- Hôpital Claude Huriez (FR)
- University of Michigan (US)
- Iuliu Hațieganu University of Medicine and Pharmacy (RO)
- Charles University (CZ)
- Corresponding author
- Walker, Ulrich A
- ORCID
- Venue
- Annals of the Rheumatic Diseases
- Publisher
- Elsevier BV
- Published
- 2010-10
- Volume
- 69
- Issue
- 10
- Pages
- 1809-1815
- ISSN
- 0003-4967 (ISSN-L)
- OpenAlex
- W2169645723
- Cited by
- 1,443
- References
- 31
- Citations by year
- 2026: 86 · 2025: 105 · 2024: 151 · 2023: 127 · 2022: 142 · 2021: 119 · 2020: 135 · 2019: 104 · 2018: 85 · 2017: 82 · 2016: 62 · 2015: 59 · 2014: 49 · 2013: 54 · 2012: 48
- FWCI
- 29.24
- Type
- journal article
- Language
- en
- Open access
- green
- www.zora.uzh.ch
- Licence
- Locations
- Annals of the Rheumatic Diseases (publishedVersion)
- PubMed (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, other-oa)
- University of Regensburg Publication Server (University of Regensburg) (acceptedVersion)
- Archivio Istituzionale della Ricerca - Università degli Studi della Campania "Luigi Vanvitelli" (submittedVersion)
- IRIS Research product catalog (Sapienza University of Rome) (submittedVersion)
- Lithuanian University of Health Sciences (submittedVersion)
- Lund University Publications (Lund University) (submittedVersion)
- HighWire Press Open Archive (submittedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro) (submittedVersion)
- Archive ouverte UNIGE (University of Geneva) (submittedVersion)
- Archive ouverte UNIGE (University of Geneva) (submittedVersion, cc-by)
- Padua Research Archive (University of Padova) (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, other-oa)
- Zurich Open Repository and Archive (University of Zurich)
- Topics
- Health Sciences › Medicine › Pathology and Forensic Medicine › Systemic Sclerosis and Related Diseases
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Pulmonary Hypertension Research and Treatments
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Connective tissue disorders research
- Keywords
- systemic sclerosis, mortality, causes of death, risk factors, pulmonary fibrosis, pulmonary arterial hypertension, heart failure, cardiac arrhythmias, infection, cancer, proteinuria, Raynaud's phenomenon, modified Rodnan skin score, EUSTAR cohort
- MeSH terms
- Adult, Aged, Epidemiologic Methods, Female, Heart Diseases, Gastrointestinal Hemorrhage, Humans, Lung Diseases, Male, Middle Aged, Neoplasms, Pneumonia, Prognosis, Scleroderma, Systemic, Comorbidity, Sepsis
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