Predictors of disease worsening defined by progression of organ damage in diffuse systemic sclerosis: a European Scleroderma Trials and Research (EUSTAR) analysis.
Clinical Trials as Topic
Disease Progression
Epidemiologic Methods
Europe
/ epidemiology
Female
Follow-Up Studies
Heart Diseases
/ epidemiology
Humans
Lung Diseases
/ epidemiology
Male
Middle Aged
Morbidity
/ trends
Prognosis
Prospective Studies
Scleroderma, Diffuse
Scleroderma, Systemic
/ complications
Severity of Illness Index
Survival Rate
/ trends
disease worsening
mortality
predictive factors
systemic sclerosis
Journal
Annals of the rheumatic diseases
ISSN: 1468-2060
Titre abrégé: Ann Rheum Dis
Pays: England
ID NLM: 0372355
Informations de publication
Date de publication:
09 2019
09 2019
Historique:
received:
29
01
2019
revised:
29
04
2019
accepted:
17
05
2019
pubmed:
23
6
2019
medline:
1
4
2020
entrez:
23
6
2019
Statut:
ppublish
Résumé
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. 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. 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. The use of the predictive factors presented here could enable cohort enrichment with patients at risk for overall disease worsening in SSc clinical trials.
Identifiants
pubmed: 31227488
pii: annrheumdis-2019-215145
doi: 10.1136/annrheumdis-2019-215145
pmc: PMC6788922
doi:
Types de publication
Journal Article
Multicenter Study
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1242-1248Investigateurs
Marco Matucci-Cerinic
(M)
Serena Guiducci
(S)
Veronika Jaeger
(V)
Bettina Bannert
(B)
Giovanni Lapadula
(G)
Radim Becvarare
(R)
Gabriele Valentini
(G)
Elise Siegert
(E)
Simona Rednic
(S)
Yannick Allanore
(Y)
Patricia E Carreira
(PE)
Srdan Novak
(S)
László Czirják
(L)
Cecilia Varju
(C)
Daniela Allai
(D)
Franco Cozzi
(F)
Blaz Rozman
(B)
Armando Gabrielli
(A)
Dominique Farge Bancel
(DF)
Paolo Airò
(P)
Alexandra Balbir-Gurman
(A)
Raffaele Pellerito
(R)
Paola Caramaschi
(P)
Nemanja Damjanov
(N)
Jörg Henes
(J)
Vera Ortiz Santamaria
(VO)
Stefan Heitmann
(S)
Matthias Seidel
(M)
Serena Guiducci
(S)
Ulrich Walker
(U)
Veronika Jaeger
(V)
Serena Guiducci
(S)
Veronika Jaeger
(V)
Bettina Bannert
(B)
Giovanni Lapadula
(G)
Radim Becvarare
(R)
Maurizio Cutolo
(M)
Elise Siegert
(E)
Simona Rednic
(S)
Yannick Allanore
(Y)
Patricia E Carreira
(PE)
Srdan Novak
(S)
László Czirják
(L)
Cecilia Varju
(C)
Daniela Allai
(D)
Eugene J Kucharz
(EJ)
Franco Cozzi
(F)
Blaz Rozman
(B)
Armando Gabrielli
(A)
Dominique Farge Bancel
(DF)
Paolo Airò
(P)
Duska Martinovic
(D)
Alexandra Balbir-Gurman
(A)
Nicolas Hunzelmann
(N)
Raffaele Pellerito
(R)
Paola Caramaschi
(P)
Nemanja Damjanov
(N)
Jörg Henes
(J)
Vera Ortiz Santamaria
(VO)
Stefan Heitmann
(S)
Matthias Seidel
(M)
José Antonio Pereira Da Silva
(JA)
Bojana Stamenkovic
(B)
Carlo Francesco Selmi
(CF)
Lev N Denisov
(L)
Ulf Müller-Ladner
(U)
Merete Engelhart
(M)
Eric Hachulla
(E)
Valeria Riccieri
(V)
Ruxandra Maria Ionescu
(R)
Carina Mihai
(C)
Cord Sunderkötter
(C)
Annegret Kuhn
(A)
Georg Schett
(G)
Jörg Distler
(J)
Pierluigi Meroni
(P)
Luc Mouthon
(L)
Filip De Keyser
(F)
Vanessa Smith
(V)
Francesco Paolo Cantatore
(FP)
Ada Corrado
(A)
Susanne Ullman
(S)
Line Iversen
(L)
Maria Rosa Pozzi
(M)
Kilian Eyerich
(K)
Rüdiger Hein
(R)
Piotr Wiland
(P)
Magdalena Szmyrka-Kaczmarek
(M)
Renata Sokolik
(R)
Ewa Morgiel
(E)
Marta Madej
(M)
Juan Jose Alegre-Sancho
(JJ)
Brigitte Krummel-Lorenz
(B)
Petra Saar
(P)
Martin Aringer
(M)
Claudia Günther
(C)
Erler Anne
(E)
Rene Westhovens
(R)
Ellen De Langhe
(E)
Jan Lenaerts
(J)
Branimir Anic
(B)
Marko Baresic
(M)
Miroslav Mayer
(M)
Maria Üprus
(M)
Kati Otsa
(K)
Sule Yavuz
(S)
Sebastião Cezar Radominski
(S)
Sergei Popa
(S)
Thierry Zenone
(T)
Simon Stebbings
(S)
John Highton
(J)
Alessandro Mathieu
(A)
Alessandra Vacca
(A)
Lisa Stamp
(L)
Peter Chapman
(P)
John O'Donnell
(J)
Kamal Solanki
(K)
Alan Doube
(A)
Douglas Veale
(D)
Marie O'Rourke
(M)
Esthela Loyo
(E)
Mengtao Li
(M)
Edoardo Rosato
(E)
Antonio Amoroso
(A)
Antonietta Gigante
(A)
Fahrettin Oksel
(F)
Figen Yargucu
(F)
Cristina-Mihaela Tanaseanu
(CM)
Monica Popescu
(M)
Alina Dumitrascu
(A)
Isabela Tiglea
(I)
Rosario Foti
(R)
Elisa Visalli
(E)
Alessia Benenati
(A)
Giorgio Amato
(G)
Codrina Ancuta
(C)
Rodica Chirieac
(R)
Peter Villiger
(P)
Sabine Adler
(S)
Paloma García de la Peña Lefebvre
(PG)
Silvia Rodriguez Rubio
(SR)
Jean Sibilia
(J)
Emmanuel Chatelus
(E)
Jacques Eric Gottenberg
(JE)
Hélène Chifflot
(H)
Ira Litinsky
(I)
Francesco Del Galdo
(FD)
Algirdas Venalis
(A)
Lesley Ann Saketkoo
(LA)
Eduardo Kerzberg
(E)
Fabiana Montoya
(F)
Vanesa Cosentino
(V)
Massimiliano Limonta
(M)
Antonio Luca Brucato
(AL)
Elide Lupi
(E)
François Spertini
(F)
Camillo Ribi
(C)
Guillaume Buss
(G)
Thierry Martin
(T)
Aurélien Guffroy
(A)
Vincent Poindron
(V)
Lori Chung
(L)
Tim Schmeiser
(T)
Pawel Zebryk
(P)
Nuno Riso
(N)
Gabriela Riemekasten
(G)
Elena Rezus
(E)
Piercarlo Sarzi Puttini
(PS)
Carlo Chizzolini
(C)
Informations de copyright
© Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. Published by BMJ.
Déclaration de conflit d'intérêts
Competing interests: MOB declares no conflict of interest. OD has had consultancy relationships with Actelion, Bayer, Biogen Idec, Boehringer Ingelheim, ChemomAb, espeRare foundation, Genentech/Roche, GSK, Inventiva, Italfarmaco, Lilly, medac, MedImmune, Mitsubishi Tanabe Pharma, Pharmacyclics, Novartis, Pfizer, Sanofi, Sinoxa and UCB in the area of potential treatments of scleroderma and its complications. OD has received research funding from Actelion, Bayer, Boehringer Ingelheim, Mitsubishi Tanabe Pharma and Roche in the area of potential treatments of scleroderma and its complications. OD has a patent for mir-29 licensed for the treatment of systemic sclerosis. DK has consultancy relationships and/or has received grant/research support from Bayer, Bristol-Myers Squibb, Boehringer Ingelheim, Genentech/Roche, NIH, Pfizer, Sanofi-Aventis Pharmaceuticals, Actelion Pharmaceuticals US, ChemomAb, Corbus, Covis, Cytori, Eicos, EMD Serono, Gilead, GlaxoSmithKline, and UCB Pharma. He is a shareholder of Eicos. CPD has consultancy relationships with and/or has received speakers’ bureau fees from Actelion Pharmaceuticals US, Bayer AG, GlaxoSmithKline, CSL Behring, Merck Serono, Roche Pharmaceuticals, Genentech and Biogen IDEC Inc., Inventiva, Sanofi-Aventis Pharmaceuticals and Boehringer Ingelheim. JEP has consultancy relationships with and/or has received grant/research support from Actelion, Bayer AG, Bristol-Myers Squibb, Merck, Pfizer Inc. and Roche. MM-C has consultancy relationships and/or has received grant/research support from Pfizer, Bristol-Myers Squibb, Actelion, UCB Pharma, Bayer, ChemomAb, Genentech/Roche, Inventiva and Lilly. YA has consultancy relationships with and/or has received grant/research support from Actelion, Pharmaceuticals US, Bayer AG, Bristol-Myers Squibb, Inventiva, Medac, Pfizer Inc., Roche Pharmaceuticals, Genentech and Biogen IDEC Inc., Sanofi-Aventis Pharmaceuticals and Servier. JdOP and JC are employees of Bayer. NTG has nothing to disclose.
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