Login / Signup

A polygenic risk score for nasopharyngeal carcinoma shows potential for risk stratification and personalized screening.

Yong-Qiao HeTong-Min WangMingfang JiZhi-Ming MaiMinzhong TangRuozheng WangYifeng ZhouYuming ZhengRuowen XiaoDawei YangZiyi WuChangmi DengJiangbo ZhangWenqiong XueSiqi DongJiyun ZhanYonglin CaiFugui LiBiaohua WuYing LiaoTing ZhouMeiqi ZhengYijing JiaDanhua LiLianjing CaoLeilei YuanWenli ZhangLuting LuoXiating TongYanxia WuXizhao LiPeifen ZhangXiaohui ZhengShaodan ZhangYezhu HuWeiling QinBisen DengXuejun LiangPeiwen FanYaning FengJia SongShang-Hang XieEllen T ChangZhe ZhangGuangwu HuangXiaoxue ChenLin FengGuangfu JinJin-Xin BeiSumei CaoQing LiuZisis KozlakidisHai-Qiang MaiYuyao SunJun MaZhi-Bin HuJian-Jun LiuMaria Li LungHans-Olov AdamiHongbing ShenWeimin YeTai Hing LamYi-Xin ZengWei-Hua Jia
Published in: Nature communications (2022)
Polygenic risk scores (PRS) have the potential to identify individuals at risk of diseases, optimizing treatment, and predicting survival outcomes. Here, we construct and validate a genome-wide association study (GWAS) derived PRS for nasopharyngeal carcinoma (NPC), using a multi-center study of six populations (6 059 NPC cases and 7 582 controls), and evaluate its utility in a nested case-control study. We show that the PRS enables effective identification of NPC high-risk individuals (AUC = 0.65) and improves the risk prediction with the PRS incremental deciles in each population (P trend ranging from 2.79 × 10 -7 to 4.79 × 10 -44 ). By incorporating the PRS into EBV-serology-based NPC screening, the test's positive predictive value (PPV) is increased from an average of 4.84% to 8.38% and 11.91% in the top 10% and 5% PRS, respectively. In summary, the GWAS-derived PRS, together with the EBV test, significantly improves NPC risk stratification and informs personalized screening.
Keyphrases
  • genome wide association study
  • epstein barr virus