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

Authors
Yang, Hyo-JoonChoi, SungkyoungPark, Soo-KyungJung, Yoon SukChoi, Kyu YongPark, TaesungKim, Ji YeonPark, Dong Il
Issue Date
Jul-2017
Publisher
Blackwell Publishing Inc.
Keywords
colonoscopy; colorectal neoplasms; mass screening; risk assessment; young adult
Citation
Journal of Gastroenterology and Hepatology, v.32, no.7, pp.1328 - 1335
Indexed
SCIE
SCOPUS
Journal Title
Journal of Gastroenterology and Hepatology
Volume
32
Number
7
Start Page
1328
End Page
1335
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/11574
DOI
10.1111/jgh.13711
ISSN
0815-9319
Abstract
Background and Aims: Little is known about how to include adults < 50 years 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 50 years. Methods: In this cross-sectional study, 70 812 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. Results: Overall prevalence of ACN was 1.4% (956/70 812). 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). Conclusions: Our 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 < 50 years in colonoscopy screening. © 2016 Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd
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ERICA 과학기술융합대학 (ERICA 수리데이터사이언스학과)
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