Etiology-based scoring for pediatric secondary intussusception: a retrospective analysis of clinical heterogeneity
Jinfang Sun, Haiyan Hu, Sanli Fan, Yan Qin, Xiaoling Meng

TL;DR
This study develops scoring systems to help doctors quickly identify the cause of secondary intussusception in children based on clinical features and demographics.
Contribution
The paper introduces four new etiology-specific scoring systems for pediatric secondary intussusception using clinical variables.
Findings
The IgAV score achieved an AUC of 0.85 with 80% sensitivity and 75.4% specificity.
The intestinal polyps score had the highest AUC of 0.925.
Each score uses 2-3 easily available clinical variables for practical preoperative use.
Abstract
To investigate clinical heterogeneity in pediatric secondary intussusception and to develop four simplified, etiology-specific scoring systems to facilitate preoperative etiologic prioritization after intussusception has been confirmed. This retrospective study analyzed 92 pediatric patients diagnosed with secondary intussusception from 2018 to 2023. Disease patterns across PLP subtypes were analyzed using a four-dimensional framework including etiology, age, sex, and clinical features. Candidate variables were selected based on clinical plausibility and univariable screening before being entered into etiology-specific OvR models. Etiology-specific scoring models for IgA vasculitis (IgAV), Meckel's diverticulum (MD), intestinal polyps (IP), and intestinal duplication (ID) were constructed using binary logistic regression and a one-vs.-rest strategy. Each score was internally validated…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGastrointestinal disorders and treatments · Vascular Malformations and Hemangiomas · Gastrointestinal Tumor Research and Treatment
