Implications of Lifestyle Factors and Polygenic Risk Score for Absolute Risk Prediction of Colorectal Neoplasm and Risk-Adapted Screening

被引:7
作者
Chen, Hongda [1 ]
Liu, Li [2 ,3 ]
Lu, Ming [1 ]
Zhang, Yuhan [1 ]
Lu, Bin [1 ]
Zhu, Ying [2 ,3 ]
Tian, Jianbo [2 ,3 ]
Li, Xinying [2 ,3 ]
Nie, Shaofa [2 ,3 ]
Miao, Xiaoping [2 ,3 ]
Dai, Min [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Natl Canc Ctr, Off Canc Screening, Natl Clin Res Ctr Canc,Canc Hosp, Beijing, Peoples R China
[2] Huazhong Univ Sci & Technol, Dept Epidemiol & Biostat, Sch Publ Hlth, Tongji Med Coll, Wuhan, Peoples R China
[3] Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Publ Hlth, Minist Educ,Key Lab Environm & Hlth, Wuhan, Peoples R China
基金
中国国家自然科学基金;
关键词
colorectal cancer; adenoma; polygenic risk score; risk stratification; personalized screening; COLONOSCOPY; LOCI; TOOL;
D O I
10.3389/fmolb.2021.685410
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: Estimation of absolute risk of developing colorectal neoplasm is essential for personalized colorectal cancer (CRC) screening. We developed models to determine relative and absolute risks of colorectal neoplasm based on lifestyle and genetic variants and to validate their application in risk-adapted screening. Methods: We prospectively collected data from 203 advanced neoplasms, 464 non-advanced adenomas, and 1,213 healthy controls from a CRC screening trial in China in 2018-2019. The risk prediction model based on four lifestyle factors and a polygenic risk score (PRS) consisted of 19 CRC-associated single-nucleotide polymorphisms. We assessed the relative and 10-year absolute risks of developing colorectal neoplasm and the yield of a risk-adapted screening approach incorporating risk models, fecal immunochemical test, and colonoscopy. Results: Compared to the participants with favorable lifestyle and lower PRS, those with unfavorable lifestyle and higher PRS had 2.87- and 3.79-fold higher risk of colorectal neoplasm in males and females, respectively. For a 50-year-old man or a 50-year-old woman with the highest risk profile, the estimated 10-year absolute risk of developing colorectal neoplasm was 6.59% (95% CI: 6.53-6.65%) and 4.19% (95% CI: 4.11-4.28%), respectively, compared to 2.80% (95% CI: 2.78-2.81%) for men and 2.24% (95% CI: 2.21-2.27%) for women with the lowest risk profile. The positive predictive value for advanced neoplasm was 31.7%, and the number of colonoscopies needed to detect one advanced neoplasm was 3.2. Conclusion: The risk models, absolute risk estimates, and risk-adapted screening presented in our study would contribute to developing effective personalized CRC prevention and screening strategies.
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页数:9
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