High-Risk Factors in Patients With Colorectal Polyps a Prospective Case-Control Study
Study Details
Study Description
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.
Condition or Disease | Intervention/Treatment | Phase |
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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.
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
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experimental group patients with colorectal polyps |
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control group patients without intestinal diseases |
Outcome Measures
Primary Outcome Measures
- Demographic and clinicopathological characteristics of participants with polyps [1 year]
demographic and clinicopathological characteristics
Secondary Outcome Measures
- Independent high-risk factors of participants with polyps [1 year]
high-risk factors
Eligibility Criteria
Criteria
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.
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
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1 | The First Affiliated Hospital with Nanjing Medical University | Nanjing | Jiangsu | China | 210029 |
Sponsors and Collaborators
- The First Affiliated Hospital with Nanjing Medical University
Investigators
None specified.Study Documents (Full-Text)
None provided.More Information
Publications
- Bailie L, Loughrey MB, Coleman HG. Lifestyle Risk Factors for Serrated Colorectal Polyps: A Systematic Review and Meta-analysis. Gastroenterology. 2017 Jan;152(1):92-104. doi: 10.1053/j.gastro.2016.09.003. Epub 2016 Sep 14. Review.
- Øines M, Helsingen LM, Bretthauer M, Emilsson L. Epidemiology and risk factors of colorectal polyps. Best Pract Res Clin Gastroenterol. 2017 Aug;31(4):419-424. doi: 10.1016/j.bpg.2017.06.004. Epub 2017 Jun 28. Review.
- 2019-SR-020