High-Risk Factors in Patients With Colorectal Polyps a Prospective Case-Control Study
- Conditions
- Colorectal Polyp
- Registration Number
- NCT04684134
- Brief Summary
This prospective case-control study aimed to analyze and summarize the high-risk factors and susceptible genes of patients with colorectal polyps. According to these high-risk factors, the investigators developed and validated a prediction model for colorectal polyps to identify high-risk individuals, in order to provide clinical basis for the etiology research and the establishment of effective preventive measures.
- Detailed Description
A large cohort of eligible participants were included in the analysis, and classified into derivation and validation cohorts at a ratio of 7:3. Demographic and clinicopathological characteristics of participants were utilized to develop a prediction model for colorectal polyps. In the derivation cohort, the LASSO regression method was applied to filter variables and select the most useful high-risk factors. Multivariate logistic regression analysis was used to identify potential predictors and then a prediction model was established. The predictive performance of the model was evaluated with respect to its discrimination, calibration and clinical usefulness.
Recruitment & Eligibility
- Status
- COMPLETED
- Sex
- All
- Target Recruitment
- 2800
- Subject aged ≥18 and ≤80 years old. Subject with complete data on demography and clinicopathology.
- Subject with inflammatory bowel disease, enterophthisis, familial adenomatous polyposis, P-J syndrome and intestinal lymphoma.
A history of severe systemic diseases: liver cirrhosis, metabolic syndrome, chronic kidney disease, malignancy.
Subject taking blood lipid-lowering drugs, hormone or immunosuppressive agents. Unwillingness to cooperate with questionnaire survey. Lack of complete clinical data for analysis.
Study & Design
- Study Type
- OBSERVATIONAL
- Study Design
- Not specified
- Primary Outcome Measures
Name Time Method Demographic and clinicopathological characteristics of participants with polyps 1 year demographic and clinicopathological characteristics
- Secondary Outcome Measures
Name Time Method Independent high-risk factors of participants with polyps 1 year high-risk factors
Trial Locations
- Locations (1)
The First Affiliated Hospital with Nanjing Medical University
🇨🇳Nanjing, Jiangsu, China