Prediction of Relapse After Anti-Tumor Necrosis Factor Cessation in Crohn's Disease: Individual Participant Data Meta-analysis of 1317 Patients From 14 Studies.


Journal

Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
ISSN: 1542-7714
Titre abrégé: Clin Gastroenterol Hepatol
Pays: United States
ID NLM: 101160775

Informations de publication

Date de publication:
08 2022
Historique:
received: 14 11 2020
revised: 03 03 2021
accepted: 29 03 2021
pubmed: 3 5 2021
medline: 28 7 2022
entrez: 2 5 2021
Statut: ppublish

Résumé

Tools for stratification of relapse risk of Crohn's disease (CD) after anti-tumor necrosis factor (TNF) therapy cessation are needed. We aimed to validate a previously developed prediction model from the diSconTinuation in CrOhn's disease patients in stable Remission on combined therapy with Immunosuppressants (STORI) trial, and to develop an updated model. Cohort studies were selected that reported on anti-TNF cessation in 30 or more CD patients in remission. Individual participant data were requested for luminal CD patients and anti-TNF treatment duration of 6 months or longer. The discriminative ability (concordance-statistic [C-statistic]) and calibration (agreement between observed and predicted risks) were explored for the STORI model. Next, an updated prognostic model was constructed, with performance assessment by cross-validation. This individual participant data meta-analysis included 1317 patients from 14 studies in 11 countries. Relapses after anti-TNF cessation occurred in 632 of 1317 patients after a median of 13 months. The pooled 1-year relapse rate was 38%. The STORI prediction model showed poor discriminative ability (C-statistic, 0.51). The updated model reached a moderate discriminative ability (C-statistic, 0.59), and included clinical symptoms at cessation (hazard ratio [HR], 2.2; 95% CI, 1.2-4), younger age at diagnosis (HR, 1.5 for A1 (age at diagnosis ≤16 years) vs A2 (age at diagnosis 17 - 40 years); 95% CI, 1.11-1.89), no concomitant immunosuppressants (HR, 1.4; 95% CI, 1.18-172), smoking (HR, 1.4; 95% CI, 1.15-1.67), second line anti-TNF (HR, 1.3; 95% CI, 1.01-1.69), upper gastrointestinal tract involvement (HR, 1.3 for L4 vs non-L4; 95% CI, 0.96-1.79), adalimumab (HR, 1.22 vs infliximab; 95% CI, 0.99-1.50), age at cessation (HR, 1.2 per 10 years younger; 95% CI, 1-1.33), C-reactive protein (HR, 1.04 per doubling; 95% CI, 1.00-1.08), and longer disease duration (HR, 1.07 per 5 years; 95% CI, 0.98-1.17). In subanalysis, the discriminative ability of the model improved by adding fecal calprotectin (C-statistic, 0.63). This updated prediction model showed a reasonable discriminative ability, exceeding the performance of a previously published model. It might be useful to guide clinical decisions on anti-TNF therapy cessation in CD patients after further validation.

Sections du résumé

BACKGROUND & AIMS
Tools for stratification of relapse risk of Crohn's disease (CD) after anti-tumor necrosis factor (TNF) therapy cessation are needed. We aimed to validate a previously developed prediction model from the diSconTinuation in CrOhn's disease patients in stable Remission on combined therapy with Immunosuppressants (STORI) trial, and to develop an updated model.
METHODS
Cohort studies were selected that reported on anti-TNF cessation in 30 or more CD patients in remission. Individual participant data were requested for luminal CD patients and anti-TNF treatment duration of 6 months or longer. The discriminative ability (concordance-statistic [C-statistic]) and calibration (agreement between observed and predicted risks) were explored for the STORI model. Next, an updated prognostic model was constructed, with performance assessment by cross-validation.
RESULTS
This individual participant data meta-analysis included 1317 patients from 14 studies in 11 countries. Relapses after anti-TNF cessation occurred in 632 of 1317 patients after a median of 13 months. The pooled 1-year relapse rate was 38%. The STORI prediction model showed poor discriminative ability (C-statistic, 0.51). The updated model reached a moderate discriminative ability (C-statistic, 0.59), and included clinical symptoms at cessation (hazard ratio [HR], 2.2; 95% CI, 1.2-4), younger age at diagnosis (HR, 1.5 for A1 (age at diagnosis ≤16 years) vs A2 (age at diagnosis 17 - 40 years); 95% CI, 1.11-1.89), no concomitant immunosuppressants (HR, 1.4; 95% CI, 1.18-172), smoking (HR, 1.4; 95% CI, 1.15-1.67), second line anti-TNF (HR, 1.3; 95% CI, 1.01-1.69), upper gastrointestinal tract involvement (HR, 1.3 for L4 vs non-L4; 95% CI, 0.96-1.79), adalimumab (HR, 1.22 vs infliximab; 95% CI, 0.99-1.50), age at cessation (HR, 1.2 per 10 years younger; 95% CI, 1-1.33), C-reactive protein (HR, 1.04 per doubling; 95% CI, 1.00-1.08), and longer disease duration (HR, 1.07 per 5 years; 95% CI, 0.98-1.17). In subanalysis, the discriminative ability of the model improved by adding fecal calprotectin (C-statistic, 0.63).
CONCLUSIONS
This updated prediction model showed a reasonable discriminative ability, exceeding the performance of a previously published model. It might be useful to guide clinical decisions on anti-TNF therapy cessation in CD patients after further validation.

Identifiants

pubmed: 33933376
pii: S1542-3565(21)00347-5
doi: 10.1016/j.cgh.2021.03.037
pii:
doi:

Substances chimiques

Immunosuppressive Agents 0
Tumor Necrosis Factor Inhibitors 0
Infliximab B72HH48FLU
Adalimumab FYS6T7F842

Types de publication

Journal Article Meta-Analysis Review Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1671-1686.e16

Subventions

Organisme : Medical Research Council
ID : MR/S034919/1
Pays : United Kingdom

Investigateurs

Annemarie C de Vries (AC)
Renske W M Pauwels (RWM)
C Janneke van der Woude (C)
Daan Nieboer (D)
Ewout W Steyerberg (EW)
Jasmijn A M Sleutjes (JAM)
Marjolijn Duijvestein (M)
Geert R D'Haens (GR)
María J Casanova (MJ)
Javier P Gisbert (JP)
Nick A Kennedy (NA)
Charlie W Lees (CW)
Edouard Louis (E)
Tamás Molnár (T)
Kata Szántó (K)
Eduardo Leo (E)
José M García-Ortiz (JM)
Robert Downey (R)
Alenka J Brooks (AJ)
Peter J Hamlin (PJ)
Shaji Sebastian (S)
Alan J Lobo (AJ)
Milan Lukas (M)
Wei C Lin (WC)
Aurelien Amiot (A)
Cathy Lu (C)
Levinus Leo A Dieleman (LLA)
Xavier Roblin (X)
Shomron Ben-Horin (S)
Klaudia Farkas (K)
Jakob B Seidelin (JB)
Casper Steenholdt (C)
Steven Bots (S)

Commentaires et corrections

Type : CommentIn

Informations de copyright

Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.

Auteurs

Renske W M Pauwels (RWM)

Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands.

C Janneke van der Woude (CJ)

Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands.

Daan Nieboer (D)

Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands.

Ewout W Steyerberg (EW)

Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands.

María J Casanova (MJ)

Department of Gastroenterology, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa, Universidad Autónoma de Madrid, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Madrid, Spain.

Javier P Gisbert (JP)

Department of Gastroenterology, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa, Universidad Autónoma de Madrid, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Madrid, Spain.

Nick A Kennedy (NA)

Exeter Inflammatory Bowel Disease Research Group, University of Exeter, Exeter, United Kingdom; Department of Gastroenterology and Hepatology, Western General Hospital, Edinburgh, United Kingdom.

Charlie W Lees (CW)

Department of Gastroenterology and Hepatology, Western General Hospital, Edinburgh, United Kingdom.

Edouard Louis (E)

Department of Gastroenterology and Hepatology, Centre Hospitalier Universitaire de Liège, Liège, Belgium.

Tamás Molnár (T)

First Department of Medicine, University of Szeged, Szeged, Hungary.

Kata Szántó (K)

First Department of Medicine, University of Szeged, Szeged, Hungary.

Eduardo Leo (E)

Department of Digestive Diseases, Hospital Universitario Virgen del Rocío, Seville, Spain.

Steven Bots (S)

Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Academic Medical Centre, Amsterdam, The Netherlands.

Robert Downey (R)

Department of Gastroenterology and Hepatology, Royal Hallamshire Hospital, Sheffield Teaching Hospitals, National Health Service Foundation Trust, Sheffield, United Kingdom.

Milan Lukas (M)

Inflammatory Bowel Disease Clinical and Research Centre, Iscare a.s, Prague, Czech Republic; Institute of Medical Biochemistry and Laboratory Diagnostics, First Medical Faculty, General Teaching Hospital, Prague, Czech Republic.

Wei C Lin (WC)

Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mackay Memorial Hospital, Taipei, Taiwan.

Aurelien Amiot (A)

Department of Gastroenterology, Assistance Publique-Hôpitaux de Paris, Paris Est Creteil University, Henri Mondor Hospital, Paris Est Creteil University; Department of Gastroenterology, Paris Est-Créteil Val de Marne University, Assistance Publique-Hôpitaux de Paris, Henri Mondor Hospital, Creteil, France.

Cathy Lu (C)

Division of Gastroenterology, Zeidler Ledcor Center, University of Alberta, Edmonton, Alberta, Canada; Division of Gastroenterology, Calgary, Alberta, Canada.

Xavier Roblin (X)

Department of Gastro-Enterology, INSERM CIC 1408, Paris, France; Department of Gastroenterology, University of Saint Etienne, Centre Hospitalier Universitaire Hopital Nord, Saint Etienne, France.

Klaudia Farkas (K)

First Department of Medicine, University of Szeged, Szeged, Hungary.

Jakob B Seidelin (JB)

Department of Gastroenterology, Herlev Hospital, Herlev, Denmark.

Marjolijn Duijvestein (M)

Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands.

Geert R D'Haens (GR)

Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands.

Annemarie C de Vries (AC)

Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands. Electronic address: a.c.devries@erasmusmc.nl.

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