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Validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease

BACKGROUND & AIMS: There are currently no validated claims-based indicators for identifying a worsening of disease in patients with inflammatory bowel disease (IBD). Therefore, we aimed to develop and validate indicators that identify flare-ups of IBD using data from Danish nationwide registries...

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Autores principales: Burisch, Johan, Zhang, He, Choong, Casey Kar-Chan, Nelson, David, Naegeli, April, Gibble, Theresa, Goetz, Iris, Egeberg, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8020737/
https://www.ncbi.nlm.nih.gov/pubmed/33868458
http://dx.doi.org/10.1177/17562848211004841
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author Burisch, Johan
Zhang, He
Choong, Casey Kar-Chan
Nelson, David
Naegeli, April
Gibble, Theresa
Goetz, Iris
Egeberg, Alexander
author_facet Burisch, Johan
Zhang, He
Choong, Casey Kar-Chan
Nelson, David
Naegeli, April
Gibble, Theresa
Goetz, Iris
Egeberg, Alexander
author_sort Burisch, Johan
collection PubMed
description BACKGROUND & AIMS: There are currently no validated claims-based indicators for identifying a worsening of disease in patients with inflammatory bowel disease (IBD). Therefore, we aimed to develop and validate indicators that identify flare-ups of IBD using data from Danish nationwide registries. METHODS: Using Danish nationwide administrative data, we identified all patients with Crohn’s disease (CD) or ulcerative colitis (UC) who had at least one measurement of faecal calprotectin between 1 January 2015 and 31 June 2017. We tested several different claims-based indicators of disease flare-ups against levels of faecal (F-)calprotectin (no flare-up: <250 mg/kg; mild flare-up: 250–1000 mg/kg; severe flare-up: ⩾1000 mg/kg). A generalised estimating equation was used to evaluate whether the proposed indicators could predict disease activity. RESULTS: A total of 890 children and 4719 adults with CD, and 592 children and 5467 adults with UC were included in the study. During the observation period, 48–61% and 48–55% of the CD and UC patients, respectively, had no flare-up, 26–29% (CD) and 24–26% (UC) experienced a mild flare-up, and 12–23% (CD) and 21–27% (UC) experienced a severe flare-up. Combinations of indicators that could predict a flare-up in CD and UC adults included hospitalisation, surgery, initiation or switch of biological therapy, treatment with systemic steroids, locally acting steroids or topical 5-aminosalicylates, colonoscopy/sigmoidoscopy, and magnetic resonance imaging/computed tomography. In children, only the number of gastroenterology visits was significant as an indicator among UC patients, and none were seen in children with CD. Overall, the indicator combinations resulted in a predictive ability of 0.62–0.67. CONCLUSION: Administrative claims data can be useful for identifying patients exhibiting (F-calprotectin defined) flare-ups of their IBD. Clinically relevant events captured in the Danish national patient registry are associated with increased levels of calprotectin and hence increased disease activity, and can be used as valid outcomes in future studies.
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spelling pubmed-80207372021-04-16 Validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease Burisch, Johan Zhang, He Choong, Casey Kar-Chan Nelson, David Naegeli, April Gibble, Theresa Goetz, Iris Egeberg, Alexander Therap Adv Gastroenterol Original Research BACKGROUND & AIMS: There are currently no validated claims-based indicators for identifying a worsening of disease in patients with inflammatory bowel disease (IBD). Therefore, we aimed to develop and validate indicators that identify flare-ups of IBD using data from Danish nationwide registries. METHODS: Using Danish nationwide administrative data, we identified all patients with Crohn’s disease (CD) or ulcerative colitis (UC) who had at least one measurement of faecal calprotectin between 1 January 2015 and 31 June 2017. We tested several different claims-based indicators of disease flare-ups against levels of faecal (F-)calprotectin (no flare-up: <250 mg/kg; mild flare-up: 250–1000 mg/kg; severe flare-up: ⩾1000 mg/kg). A generalised estimating equation was used to evaluate whether the proposed indicators could predict disease activity. RESULTS: A total of 890 children and 4719 adults with CD, and 592 children and 5467 adults with UC were included in the study. During the observation period, 48–61% and 48–55% of the CD and UC patients, respectively, had no flare-up, 26–29% (CD) and 24–26% (UC) experienced a mild flare-up, and 12–23% (CD) and 21–27% (UC) experienced a severe flare-up. Combinations of indicators that could predict a flare-up in CD and UC adults included hospitalisation, surgery, initiation or switch of biological therapy, treatment with systemic steroids, locally acting steroids or topical 5-aminosalicylates, colonoscopy/sigmoidoscopy, and magnetic resonance imaging/computed tomography. In children, only the number of gastroenterology visits was significant as an indicator among UC patients, and none were seen in children with CD. Overall, the indicator combinations resulted in a predictive ability of 0.62–0.67. CONCLUSION: Administrative claims data can be useful for identifying patients exhibiting (F-calprotectin defined) flare-ups of their IBD. Clinically relevant events captured in the Danish national patient registry are associated with increased levels of calprotectin and hence increased disease activity, and can be used as valid outcomes in future studies. SAGE Publications 2021-03-31 /pmc/articles/PMC8020737/ /pubmed/33868458 http://dx.doi.org/10.1177/17562848211004841 Text en © The Author(s), 2021 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Burisch, Johan
Zhang, He
Choong, Casey Kar-Chan
Nelson, David
Naegeli, April
Gibble, Theresa
Goetz, Iris
Egeberg, Alexander
Validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease
title Validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease
title_full Validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease
title_fullStr Validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease
title_full_unstemmed Validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease
title_short Validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease
title_sort validation of claims-based indicators used to identify flare-ups in inflammatory bowel disease
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8020737/
https://www.ncbi.nlm.nih.gov/pubmed/33868458
http://dx.doi.org/10.1177/17562848211004841
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