Validation of predictive models for disease outcomes in paediatric ulcerative colitis: A multicentre prospective inception cohort

  • Atia, Ohad; 
  • Klomberg, Renz C. W.; 
  • de Ridder, Lissy; 
  • Kemos, Polychronis; 
  • Ruemmele, Frank M.; 
  • ... Kang, Ben; 
  • ... Choe, Byung-Ho; 
  • 외 11명
Citations

WEB OF SCIENCE

12
Citations

SCOPUS

13

초록

Background: Several studies proposed models to predict disease outcomes in paediatric ulcerative colitis (UC), notably PROTECT, Schechter and PIBD-ahead, but none have been validated by external cohorts.Aim: To explore these models in a prospective multicentre inception cohort.Methods: Children newly diagnosed with UC in 17 centres were followed at disease onset and 3 and 12 months thereafter, as well as at last visit. Outcomes included steroid-free remission (SFR) and acute severe colitis (ASC).Results: Of the 223 included children, 74 (34%), 97 (43%) and 52 (23%) presented with mild, moderate and severe disease respectively. SFR rate was 35% at 3 months and 47% at 12 months (62% of those with mild disease at diagnosis vs. 41% in moderate-severe disease; p = 0.01). Thirty-six (16%) children developed ASC during the first month after diagnosis, and 53 (24%) during the first year. The AUC of the PROTECT model for predicting SFR at 3 and 12 months were 0.78 [95% CI 0.65-0.92] and 0.57 [95% CI 0.47-0.66] respectively. The sensitivity/specificity/PPV/NPV of Schechter's criteria to predict sustained SFR (SSFR) at 12 months was 50%/60%/35%/74%. ASC was predicted only by the PUCAI score at diagnosis and at 3 months.Conclusions: The PROTECT model had a good predictive utility for SFR at 3 months, but not at 12 months. The other predictive models did not achieve sufficient accuracy, and all were far from that reported in the original studies. This highlights the necessity for external validation of any prediction model prior to its implementation in clinical practice.

키워드

NATURAL-HISTORY; POPULATION
제목
Validation of predictive models for disease outcomes in paediatric ulcerative colitis: A multicentre prospective inception cohort
저자
Atia, Ohad; Klomberg, Renz C. W.; de Ridder, Lissy; Kemos, Polychronis; Ruemmele, Frank M.; Kang, Ben; Choi, Sujin; Choe, Byung-Ho; Kang, Youra; Shouval, Dror S.; Focht, Gili; Ledder, Oren; Lev-Tzion, Raffi; Carmon, Natalie; Berger, Tal David; Turner, Dan; Croft, Nicholas M.; Orlanski-Meyer, Esther
DOI
10.1111/apt.17544
발행일
2023-07
유형
Article
저널명
Alimentary Pharmacology and Therapeutics
권
58
호
2
페이지
182 ~ 190