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High-Risk Factors in Patients With Colorectal Polyps a Prospective Case-Control Study

Completed
Conditions
Colorectal Polyp
Registration Number
NCT04684134
Lead Sponsor
The First Affiliated Hospital with Nanjing Medical University
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
Inclusion Criteria
  • Subject aged ≥18 and ≤80 years old. Subject with complete data on demography and clinicopathology.
Exclusion Criteria
  • 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
NameTimeMethod
Demographic and clinicopathological characteristics of participants with polyps1 year

demographic and clinicopathological characteristics

Secondary Outcome Measures
NameTimeMethod
Independent high-risk factors of participants with polyps1 year

high-risk factors

Trial Locations

Locations (1)

The First Affiliated Hospital with Nanjing Medical University

🇨🇳

Nanjing, Jiangsu, China

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