TY - JOUR
T1 - Predictors of disease worsening defined by progression of organ damage in diffuse systemic sclerosis
T2 - A European Scleroderma Trials and Research (EUSTAR) analysis
AU - EUSTAR Collaborators
AU - Becker, Mike
AU - Graf, Nicole
AU - Sauter, Rafael
AU - Allanore, Yannick
AU - Curram, John
AU - Denton, Christopher P.
AU - Khanna, Dinesh
AU - Matucci-Cerinic, Marco
AU - de Oliveira Pena, Janethe
AU - Pope, Janet E.
AU - Distler, Oliver
AU - Guiducci, Serena
AU - Walker, Ulrich
AU - Jaeger, Veronika
AU - Bannert, Bettina
AU - Lapadula, Giovanni
AU - Becvarare, Radim
AU - Cutolo, Maurizio
AU - Valentini, Gabriele
AU - Siegert, Elise
AU - Rednic, Simona
AU - Montecucco, C.
AU - Carreira, Patricia E.
AU - Novak, Srdan
AU - Czirják, László
AU - Varju, Cecilia
AU - Chizzolini, Carlo
AU - Allai, Daniela
AU - Kucharz, Eugene J.
AU - Cozzi, Franco
AU - Rozman, Blaz
AU - Mallia, Carmel
AU - Gabrielli, Armando
AU - Bancel, Dominique Farge
AU - Airò, Paolo
AU - Hesselstrand, Roger
AU - Martinovic, Duska
AU - Balbir-Gurman, Alexandra
AU - Braun-Moscovici, Yolanda
AU - Hunzelmann, Nicolas
AU - Pellerito, Raffaele
AU - Caramaschi, Paola
AU - Black, Carol
AU - Damjanov, Nemanja
AU - Henes, Jörg
AU - Santamaria, Vera Ortiz
AU - Heitmann, Stefan
AU - Seidel, Matthias
AU - Pereira Da Silva, José Antonio
AU - Eyerich, Kilian
N1 - Publisher Copyright:
© Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. Published by BMJ.
PY - 2019/9/1
Y1 - 2019/9/1
N2 - Objectives Mortality and worsening of organ function are desirable endpoints for clinical trials in systemic sclerosis (SSc). The aim of this study was to identify factors that allow enrichment of patients with these endpoints, in a population of patients from the European Scleroderma Trials and Research group database. Methods Inclusion criteria were diagnosis of diffuse SSc and follow-up over 12±3 months. Disease worsening/organ progression was fulfilled if any of the following events occurred: new renal crisis; decrease of lung or heart function; new echocardiography-suspected pulmonary hypertension or death. In total, 42 clinical parameters were chosen as predictors for the analysis by using (1) imputation of missing data on the basis of multivariate imputation and (2) least absolute shrinkage and selection operator regression. Results Of 1451 patients meeting the inclusion criteria, 706 had complete data on outcome parameters and were included in the analysis. Of the 42 outcome predictors, eight remained in the final regression model. There was substantial evidence for a strong association between disease progression and age, active digital ulcer (DU), lung fibrosis, muscle weakness and elevated C-reactive protein (CRP) level. Active DU, CRP elevation, lung fibrosis and muscle weakness were also associated with a significantly shorter time to disease progression. A bootstrap validation step with 10 000 repetitions successfully validated the model. Conclusions The use of the predictive factors presented here could enable cohort enrichment with patients at risk for overall disease worsening in SSc clinical trials.
AB - Objectives Mortality and worsening of organ function are desirable endpoints for clinical trials in systemic sclerosis (SSc). The aim of this study was to identify factors that allow enrichment of patients with these endpoints, in a population of patients from the European Scleroderma Trials and Research group database. Methods Inclusion criteria were diagnosis of diffuse SSc and follow-up over 12±3 months. Disease worsening/organ progression was fulfilled if any of the following events occurred: new renal crisis; decrease of lung or heart function; new echocardiography-suspected pulmonary hypertension or death. In total, 42 clinical parameters were chosen as predictors for the analysis by using (1) imputation of missing data on the basis of multivariate imputation and (2) least absolute shrinkage and selection operator regression. Results Of 1451 patients meeting the inclusion criteria, 706 had complete data on outcome parameters and were included in the analysis. Of the 42 outcome predictors, eight remained in the final regression model. There was substantial evidence for a strong association between disease progression and age, active digital ulcer (DU), lung fibrosis, muscle weakness and elevated C-reactive protein (CRP) level. Active DU, CRP elevation, lung fibrosis and muscle weakness were also associated with a significantly shorter time to disease progression. A bootstrap validation step with 10 000 repetitions successfully validated the model. Conclusions The use of the predictive factors presented here could enable cohort enrichment with patients at risk for overall disease worsening in SSc clinical trials.
KW - disease worsening
KW - mortality
KW - predictive factors
KW - systemic sclerosis
UR - http://www.scopus.com/inward/record.url?scp=85068114445&partnerID=8YFLogxK
U2 - 10.1136/annrheumdis-2019-215145
DO - 10.1136/annrheumdis-2019-215145
M3 - Article
C2 - 31227488
AN - SCOPUS:85068114445
SN - 0003-4967
VL - 78
SP - 1242
EP - 1248
JO - Annals of the Rheumatic Diseases
JF - Annals of the Rheumatic Diseases
IS - 9
ER -