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Derivation and validation of a risk scoring model to predict advanced colorectal neoplasm in adults of all ages

Title
Derivation and validation of a risk scoring model to predict advanced colorectal neoplasm in adults of all ages
Author
최성경
Keywords
colonoscopy; colorectal neoplasms; mass screening; risk assessment; young adult
Issue Date
2017-07
Publisher
WILEY-BLACKWELL
Citation
JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, v. 32, No. 7, Page. 1328-1335
Abstract
Background and AimsLittle is known about how to include adults <50years in colonoscopy screening. This study aimed to derive a risk-scoring model incorporating laboratory indicators for metabolic risks to predict advanced colorectal neoplasia (ACN) in asymptomatic Korean adults both younger and older than 50years. MethodsIn this cross-sectional study, 70812 consecutive adult recipients of a screening colonoscopy in a single health check-up center in Korea between 2003 and 2012 were enrolled. A risk score model was developed using multiple logistic regression model and internally validated. ResultsOverall prevalence of ACN was 1.4% (956/70812). A 15-point score model was developed to comprise age, sex, family history of colorectal cancer, smoking, body mass index, serum levels of fasting glucose, low-density lipoprotein cholesterol, and carcinoembryonic antigen. Based on the score, the validation cohort could be categorized into five risk groups (low, borderline, moderate, high, and very high) with an ACN prevalence of 0.7%, 1.3%, 2.7%, 6.6%, and 13.2%, respectively. Compared with the borderline risk group, the low-risk group showed a 50.3% reduced risk of ACN. Meanwhile, the moderate, high, and very high risk groups showed 2, 5, and 10-fold increased risk of ACN. The score showed significantly superior discriminative power than the Asian-Pacific colorectal screening score (P=0.003). ConclusionsOur scoring model based on both clinical and laboratory risk factors is useful for the prediction of ACN. This score may be used to include adults <50years in colonoscopy screening.
URI
https://onlinelibrary.wiley.com/doi/full/10.1111/jgh.13711https://repository.hanyang.ac.kr/handle/20.500.11754/121646
ISSN
0815-9319; 1440-1746
DOI
10.1111/jgh.13711
Appears in Collections:
COLLEGE OF SCIENCE AND CONVERGENCE TECHNOLOGY[E](과학기술융합대학) > APPLIED MATHEMATICS(응용수학과) > Articles
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