Skip to main navigation Skip to search Skip to main content

Development and External Validation of a Model to Predict Complex Treatment After Radiofrequency Ablation for Barrett's Esophagus With Early Neoplasia

  • Sanne N. van Munster
  • , Esther Nieuwenhuis
  • , Raf Bisschops
  • , Hilde Willekens
  • , Bas L.A.M. Weusten
  • , Lorenza Alvarez Herrero
  • , Auke Bogte
  • , Alaa Alkhalaf
  • , Ed B.E. Schenk
  • , Erik J. Schoon
  • , Wouter Curvers
  • , Arjun D. Koch
  • , Pieter Jan F. de Jonge
  • , Tjon J. Tang
  • , Wouter B. Nagengast
  • , Jessie Westerhof
  • , Martin H.M.G. Houben
  • , Jacques J.G.H.M. Bergman*
  • , Roos E. Pouw
  • *Corresponding author for this work
  • Amsterdam UMC
  • St. Antonius Ziekenhuis
  • University Hospitals Leuven
  • Utrecht University
  • Isala Clinics
  • Catharina Hospital
  • Maastricht University Medical Centre
  • IJsselland Ziekenhuis
  • University Medical Centre Groningen
  • Haga Ziekenhuis

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)
124 Downloads (Pure)

Abstract

Background & Aims: Endoscopic eradication therapy for Barrett's esophagus (BE)-related neoplasia is safe and leads to complete eradication in the majority of patients. However, a subgroup will experience a more complex treatment course with a risk for failure or disease progression. Early identification of these patients may improve patient counseling and treatment outcomes. We aimed to develop a prognostic model for a complex treatment course. Methods: We collected data from a nationwide registry that captures outcomes for all patients undergoing endoscopic eradication therapy for early BE neoplasia. A complex treatment course was defined as neoplastic progression, treatment failure, or the need for endoscopic resection during the radiofrequency ablation treatment phase. We developed a prognostic model using logistic regression. We externally validated our model in an independent registry. Results: A total of 1386 patients were included, of whom 78 (6%) had a complex treatment course. Our model identified patients with a BE length of 9 cm or longer with a visible lesion containing high-grade dysplasia/cancer, and patients with less than 50% squamous conversion after radiofrequency ablation were identified as high risk for a complex treatment. This applied to 8% of the study population and included 93% of all treatment failures and 76% of all patients with advanced neoplastic progression. The model appeared robust in multiple sensitivity analyses and performed well in external validation (area under the curve, 0.84). Conclusions: We developed a prognostic model that identified patients with a BE length of 9 cm or longer and high-grade dysplasia/esophageal adenocarcinoma and those with poor squamous regeneration as high risk for a complex treatment course. The good performance in external validation suggests that it may be used in clinical management (Netherlands Trial Register: NL7039).

Original languageEnglish
Pages (from-to)2495-2504.e5
JournalClinical Gastroenterology and Hepatology
Volume20
Issue number11
DOIs
Publication statusPublished - 1 Nov 2022

Bibliographical note

Publisher Copyright: © 2022 The Authors

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Fingerprint

Dive into the research topics of 'Development and External Validation of a Model to Predict Complex Treatment After Radiofrequency Ablation for Barrett's Esophagus With Early Neoplasia'. Together they form a unique fingerprint.

Cite this