Systematic evaluation of narrow-sense validity of polygenic risk score for prostate cancer in a Chinese prostate biopsy cohort

被引:0
作者
Wu, Yishuo [1 ,2 ]
Ruan, Xiaohao [3 ]
Gao, Peng [1 ,2 ]
Da, Huang [3 ]
Fang, Zujun [1 ,2 ]
Xu, Danfeng [3 ]
Jiang, Haowen [1 ,2 ]
Ding, Qiang
Lin, Xiaoling [4 ,7 ]
Lu, Daru [5 ,8 ]
Na, Rong [3 ,6 ]
机构
[1] Fudan Univ, Huashan Hosp, Dept Urol, Shanghai, Peoples R China
[2] Fudan Univ, Huashan Hosp, Fudan Inst Urol, Shanghai, Peoples R China
[3] Shanghai Jiao Tong Univ, Ruijin Hosp, Sch Med, Dept Urol, Shanghai, Peoples R China
[4] Shanghai Jiao Tong Univ, Shanghai Childrens Hosp, Sch Med, Dept Urol, Shanghai, Peoples R China
[5] Fudan Univ, MOE Engn Res Ctr Gene Technol, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
[6] Univ Hong Kong, Dept Surg, Div Urol, Pok Fu Lam, Hong Kong, Peoples R China
[7] Shanghai Jiao Tong Univ, Shanghai Childrens Hosp, Dept Urol, Sch Med, 355 Luding Rd, Shanghai, Peoples R China
[8] Fudan Univ, MOE Engn Res Ctr Gene Technol, Sch Life Sci, State Key Lab Genet Engn, 2005 Songhu Rd, Shanghai, Peoples R China
关键词
benchmark; biopsy; polygenic risk score; prostate cancer; validity; GENOME-WIDE ASSOCIATION; SNPS; LOCI;
D O I
10.1111/cge.14315
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The aim of this study was to assess the narrow-sense validity of polygenic risk score (PRS) for prostate cancer (PCa) in a Chinese prostate biopsy cohort. We performed an observational prospective study with 2640 men who underwent prostate biopsy. Germline DNA samples were genotyped and PRS was calculated for each subject using 17 PCa risk-associated genetic variants. Additional GWAS data of the ChinaPCa dataset was also used to compliment the evaluation process. The mean PRS was 1.02 in patients with negative biopsy results, which met the baseline benchmark. The mean PRS was significantly higher in the PCa cases (1.32 vs. 1.02, p = 5.56 x 10(-17)). Significant dose-response associations between PRS values and odds ratios for PCa were observed. However, the raw calibration slope was 0.524 and the average bias score between the observed risk and uncorrected PRS value was 0.307 in the entire biopsy cohort. After applying a correction factor derived from a training set, the corrected calibration slope improved to 1.002 in a testing set. Similar and satisfied results were also seen in the ChinaPCa dataset and two datasets combined, while the calibration results were inaccurate when the calibration process were performed mutually between two different study populations. In conclusion, assessing the narrow-sense validity of PRS is necessary prior to its clinical implementation for accurate individual risk assessment.
引用
收藏
页码:636 / 643
页数:8
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