Related Experiment Video
Updated: Jan 8, 2026

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Development of the PROMOTE model to stratify colorectal cancer risk for prioritization of colonoscopy resource use: a
Leonardo Frazzoni1, Cristiano Spada2, Gianpiero Manes3
1Department of Digestive Diseases, AUSL della Romagna, Rimini, Italy.
Background:
Colonoscopy efficacy for colorectal cancer (CRC) prevention is limited by inappropriate or over- prescription. Colonoscopy appropriateness prioritization (CAP) criteria have recently been proposed, but their role in CRC risk stratification remains unclear. The study objective was to derive and validate a predictive model for CRC taking account of CAP criteria, and to assess CRC occurrence in the light of appropriateness of colonoscopies.
Method:
In a prospective observational study across 19 Italian centers, including adults undergoing colonoscopy outside CRC screening programs, three cohorts were analyzed for derivation, temporal validation, and geographic validation of the model. CRC risk was estimated by multivariable logistic regression. Model performance was assessed using the area under the receiver operating characteristic (AUROC), and two risk groups were defined: low-risk (<5%) and high-risk (≥5%). Number-needed-to-scope (NNS) was calculated.
Results:
The derivation and temporal and geographic validation, cohorts included 2059, 1321, and 1924 patients, respectively, with CRC prevalence 3.6%, 3.9%, and 3%, respectively. CRC was more frequent in appropriate versus inappropriate colonoscopies. The PROMOTE model included: ages 50–59 (odds ratio [OR] 1.89, 95% confidence interval [CI] 0.64–5.59), 60–69 (OR 3.87, 95%CI 1.40–10.71), and ≥70 (OR 5.35, 95%CI 2.04–14.06), versus <50; no colonoscopy in previous 10 years (OR 2.92, 95%CI 1.62–5.25); according to CAP criteria, deferrable (OR 3.44, 95%CI 1.42–8.34) and urgent (OR 16.12, 95%CI 7.15–36.36) versus nonurgent. Discrimination was good (AUROC 0.84, 95%CI 0.79–0.89). NNS was 8–9 in the high-risk group and 67–71 in the low-risk group across validation cohorts.
Conclusion:
We developed and validated the PROMOTE model, a simple tool to estimate CRC risk before colonoscopy, to support appropriate referral, optimize prioritization, and improve resource use.
More Related Videos
06:28E-Patient Counseling Trial E-PACO: Computer Based Education versus Nurse Counseling for Patients to Prepare for Colonoscopy
Published on: August 1, 2019
03:43Structured Approach to Colonoscopy Technique Optimization: A Single-Center Experience with Novice Endoscopists
Published on: July 11, 2025
Related Concept Videos
Cancer Prevention
Some...
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...