Development of a scoring system to evaluate peptic ulcer risks

医学 诊断试验中的似然比 逻辑回归 队列 内科学 预测值 队列研究 统计 数学
作者
Xiaozhen Tian,Wei Qian,Yong‐Zhen Zhang,Fan Yang,Wen Huang,Zhaoshen Li
出处
期刊:Chinese Journal of Digestive Endoscopy 卷期号:33 (5): 316-320
标识
DOI:10.3760/cma.j.issn.1007-5232.2016.05.011
摘要

Objective To develop a scoring system to determine peptic ulcer risks and to evaluate its screening efficiency. Methods A total of 862 people who underwent gastroscopy for the first time ranging from 18 to 45 years old were enrolled in this study. They were divided into two cohorts with the method of simple random sampling, 514 in the original cohort and 348 in the validation cohort. Information such as demographic characteristics, dietary intake, lifestyle, symptoms relating to peptic ulcer was obtained. A multivariable logistic regression method was used to determine independent predictors of peptic ulcer. Based on the logistic regression model, a scoring system was developed with a regression coefficient-based scoring method. Then the scoring system was internally and externally validated. Each value of calibration, discrimination and accuracy were computed and then compared with those of original cohort to assess its screening efficiency. Results Three variables (gender, smoking and melena) composed the scoring system with scores ranging from 0 to 4 points. It had good calibration (P=0.956) and discrimination (area under the ROC=0.70, 95%CI: 0.65-0.76). With 2.5 points as the screening cutoff value, the sensitivity, specificity, accuracy rate, positive predictive value, negative predictive value, positive likelihood ratio and negative likelihood ratio were 49.5%, 82.2%, 75.5%, 41.6%, 86.4%, 2.78 and 0.61, respectively. In the validation cohort, the sensitivity, specificity, accuracy rate, positive predictive value, negative predictive value, positive likelihood ratio and negative likelihood ratio were 27.2%, 92.7%, 71.3%, 64.6%, 72.3%, 3.89 and 0.79.The results above indicated that the screening efficiency of the scoring system in the original cohort was similar to that in the validation cohort. Conclusion The scoring system to determine peptic ulcer risks, containing gender, smoking and melena, has good screening efficiency and can be applied to predict the risks of peptic ulcer. Key words: Peptic ulcer; Incidence; Risk factors; Screening; Risk stratification

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
orixero应助清脆的柚子采纳,获得10
刚刚
刚刚
刚刚
亮123完成签到,获得积分10
刚刚
刚刚
刚刚
1秒前
长情笑柳完成签到,获得积分10
1秒前
思源应助文艺的蜜蜂采纳,获得10
1秒前
花道发布了新的文献求助10
1秒前
现代大米完成签到,获得积分10
1秒前
智勇双全完成签到,获得积分10
1秒前
ghw发布了新的文献求助10
1秒前
2秒前
彭于晏应助满满采纳,获得10
2秒前
所所应助过时的哑铃采纳,获得10
2秒前
丘比特应助Qiao采纳,获得10
2秒前
Arain456完成签到 ,获得积分10
2秒前
pluto应助火星上的以蓝采纳,获得10
2秒前
科研通AI6.3应助renxiaoting采纳,获得10
3秒前
标致乐双完成签到 ,获得积分10
3秒前
英俊的铭应助Ying采纳,获得10
3秒前
3秒前
飞奔的小田完成签到,获得积分10
3秒前
科研通AI6.1应助YC采纳,获得30
4秒前
脑洞疼应助kim采纳,获得10
4秒前
JW00完成签到,获得积分10
4秒前
我是老大应助黑粉头头采纳,获得10
4秒前
四个空格发布了新的文献求助10
4秒前
syxx发布了新的文献求助10
4秒前
wanci应助小李老博采纳,获得10
5秒前
WEAWEA发布了新的文献求助10
5秒前
大白完成签到,获得积分10
5秒前
嘉心糖发布了新的文献求助10
5秒前
Jiaowen完成签到,获得积分10
5秒前
5秒前
乐乐妈完成签到,获得积分10
5秒前
jenlaka完成签到,获得积分10
5秒前
adam0817关注了科研通微信公众号
5秒前
bkagyin应助ldz采纳,获得10
5秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Modern Epidemiology, Fourth Edition 5000
Kinesiophobia : a new view of chronic pain behavior 5000
Molecular Biology of Cancer: Mechanisms, Targets, and Therapeutics 3000
Digital Twins of Advanced Materials Processing 2000
Propeller Design 2000
Weaponeering, Fourth Edition – Two Volume SET 2000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 纳米技术 化学工程 生物化学 物理 计算机科学 内科学 复合材料 催化作用 物理化学 光电子学 电极 冶金 细胞生物学 基因
热门帖子
关注 科研通微信公众号,转发送积分 6014032
求助须知:如何正确求助?哪些是违规求助? 7586521
关于积分的说明 16144145
捐赠科研通 5161591
什么是DOI,文献DOI怎么找? 2763660
邀请新用户注册赠送积分活动 1743896
关于科研通互助平台的介绍 1634496