Assessing the Feasibility of Targeted Screening for Esophageal Adenocarcinoma Based on Individual Risk Assessment in a Population-Based Cohort Study in Norway (The HUNT Study)

被引:28
|
作者
Xie, Shao-Hua [1 ]
Ness-Jensen, Eivind [1 ,2 ,3 ]
Medefelt, Nils [1 ]
Lagergren, Jesper [1 ,4 ]
机构
[1] Karolinska Univ Hosp, Karolinska Inst, Dept Mol Med & Surg, Upper Gastrointestinal Surg, Stockholm, Sweden
[2] Norwegian Univ Sci & Technol, Dept Publ Hlth & Nursing, HUNT Res Ctr, NTNU, Levanger, Norway
[3] Nord Trondelag Hosp Trust, Levanger Hosp, Med Dept, Levanger, Norway
[4] Kings Coll London, Sch Canc & Pharmaceut Sci, London, England
来源
AMERICAN JOURNAL OF GASTROENTEROLOGY | 2018年 / 113卷 / 06期
基金
瑞典研究理事会;
关键词
PREDICTION MODELS; ABSOLUTE RISK; LORENZ CURVE; CANCER; SURVIVAL;
D O I
10.1038/s41395-018-0069-9
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Objectives: Unselected screening for oesophageal adenocarcinoma (OAC) is not justified due to the low absolute risk in the general population. This study aimed to evaluate a risk prediction model in identifying high-risk individuals who might be considered for targeted screening. Methods: A population-based cohort of 62,576 participants was recruited in 1995-1997 in Nord-Trondelag County, Norway (HUNT) and followed up until 31 December 2015. A model for predicting individuals' absolute risk of OAC was developed using competing-risk regression. The Lorenz curve was used to assess the concentration of OAC patients in high-risk individuals and the feasibility of targeted screening based on individual risk assessment. Results: During 1,085,137 person-years of follow-up, 29 incident cases of OAC occurred. The model included risk factors for OAC, in which male sex, older age, gastro-oesophageal reflux symptoms, obesity, and tobacco smoking predicted higher risk of OAC. The area under the receiver operating characteristic curve for 10-year risk of OAC was 0.71 (95% confidence interval 0.57-0.85) and for 15-year risk was 0.84 (95% confidence interval 0.76-0.91) after 10-fold cross-validation, with good agreements between observed and predicted risks. The Lorenz curve indicated that 33% of all OAC cases would have occurred in the 5% of the population with the highest risks within 15 years, and 61% of all cases in the top 10% of the population. Conclusions: Individual risk assessment based on known risk factors for OAC has the potential to identify a selected high-risk group of individuals who may benefit from screening for early detection.
引用
收藏
页码:829 / 835
页数:7
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