Drug Repurposing in Crohn's Disease Using Danish Real-World Data.
Crohn’s disease
drug repurposing
inflammatory bowel disease
intestinal fibrosis
machine-learning
real-world data
Journal
Pragmatic and observational research
ISSN: 1179-7266
Titre abrégé: Pragmat Obs Res
Pays: New Zealand
ID NLM: 101688693
Informations de publication
Date de publication:
2024
2024
Historique:
received:
08
12
2023
accepted:
08
02
2024
medline:
26
2
2024
pubmed:
26
2
2024
entrez:
26
2
2024
Statut:
epublish
Résumé
Drug repurposing, utilizing electronic healthcare records (EHRs), offers a promising alternative by repurposing existing drugs for new therapeutic indications, especially for patients lacking effective therapies. Intestinal fibrosis, a severe complication of Crohn's disease (CD), poses significant challenges, increasing morbidity and mortality without available pharmacological treatments. This article focuses on identifying medications associated with an elevated or reduced risk of fibrosis in CD patients through a population-wide real-world data and artificial intelligence (AI) approach. Patients aged 65 or older with a diagnosis of CD from 1996 to 2019 in the Danish EHRs were followed for up to 24 years. The primary outcome was the need of specific surgical procedures, namely proctocolectomy with ileostomy and ileocecal resection as proxies of intestinal fibrosis. The study explored drugs linked to an increased or reduced risk of the study outcome through machine-learning driven survival analysis. Among the 9179 CD patients, 1029 (11.2%) underwent surgery, primarily men (58.5%), with a mean age of 76 years, 10 drugs were linked to an elevated risk of surgery for proctocolectomy with ileostomy and ileocecal resection. In contrast, 10 drugs were associated with a reduced risk of undergoing surgery for these conditions. This study focuses on repurposing existing drugs to prevent surgery related to intestinal fibrosis in CD patients, using Danish EHRs and advanced statistical methods. The findings offer valuable insights into potential treatments for this condition, addressing a critical unmet medical need. Further research and clinical trials are warranted to validate the effectiveness of these repurposed drugs in preventing surgery related to intestinal fibrosis in CD patients.
Identifiants
pubmed: 38404739
doi: 10.2147/POR.S444569
pii: 444569
pmc: PMC10894518
doi:
Types de publication
Journal Article
Langues
eng
Pagination
17-29Informations de copyright
© 2024 Shakibfar et al.
Déclaration de conflit d'intérêts
Dr Tine Jess reports personal fees from Ferring, outside the submitted work. Dr Julien Kirchgesner reports personal fees from Janssen, personal fees from Abbvie, personal fees from Pfizer, personal fees from Galapagos, personal fees from Takeda, personal fees from Tillots, personal fees from Amgen, personal fees from Lilly, outside the submitted work. The authors report no other conflicts of interest in this work.