Literature DB >> 33766910

Predicting endoscopic remission in Crohn's disease by the modified multiplier SES-CD (MM-SES-CD).

Neeraj Narula1, Emily C L Wong2, Jean-Frederic Colombel3, William J Sandborn4, John Kenneth Marshall2, Marco Daperno5, Walter Reinisch6, Parambir S Dulai4.   

Abstract

BACKGROUND AND AIMS: The Simple Endoscopic Score for Crohn's disease (SES-CD) is the primary tool for measurement of mucosal inflammation in clinical trials but lacks prognostic potential. We set to develop and validate a modified multiplier of the SES-CD (MM-SES-CD), which takes into consideration each individual parameter's prognostic value for achieving endoscopic remission (ER) while on active therapy.
METHODS: In this posthoc analysis of three CD clinical trial programmes (n=350 patients, baseline SES-CD ≥ 3 with confirmed ulceration), data were pooled and randomly split into a 70% training and 30% testing cohort. The MM-SES-CD was designed using weights for individual parameters as determined by logistic regression modelling, with 1-year ER (SES-CD < 3) being the dependent variable. A cut point score for low and high probability of ER was determined by using the maximum Youden Index and validated in the testing cohort.
RESULTS: Baseline ulcer size, extent of ulceration and presence of non-passable strictures had the strongest association with 1-year ER as compared with affected surface area, with differential weighting of individual parameters across disease segments being observed during logistic regression. The MM-SES-CD was generated using this weighted regression model and demonstrated strong discrimination for ER in the training dataset (area under the receiver operator curve (AUC) 0.83, 95% CI 0.78 to 0.94) and in the testing dataset (AUC 0.82, 95% CI 0.77 to 0.92). In comparison to the MM-SES-CD scoring model, the original SES-CD score lacks accuracy (AUC 0.60, 95% CI 0.55 to 0.65) for predicting the achievement of ER.
CONCLUSIONS: We developed and internally validated the MM-SES-CD as an endoscopic severity assessment tool to predict one-year ER in patients with CD on active therapy. © Author(s) (or their employer(s)) 2022. No commercial re-use. See rights and permissions. Published by BMJ.

Entities:  

Keywords:  crohn's disease; endoscopy; inflammatory bowel disease

Mesh:

Year:  2021        PMID: 33766910     DOI: 10.1136/gutjnl-2020-323799

Source DB:  PubMed          Journal:  Gut        ISSN: 0017-5749            Impact factor:   23.059


  2 in total

1.  Early Reduction in MM-SES-CD Score After Initiation of Biologic Therapy is Highly Specific for 1-year Endoscopic Remission in Moderate to Severe Crohn's Disease.

Authors:  Neeraj Narula; Emily C L Wong; Jean-Frederic Colombel; William J Sandborn; Marc Ferrante; John K Marshall; Walter Reinisch; Parambir S Dulai
Journal:  J Crohns Colitis       Date:  2022-05-10       Impact factor: 10.020

2.  From clinical trials to clinical practice: how should we design and evaluate prediction models in the care of IBD?

Authors:  Ryan William Stidham; Andrew Vickers; Karandeep Singh; Akbar K Waljee
Journal:  Gut       Date:  2021-10-22       Impact factor: 31.793

  2 in total

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