Author
Listed:
- Yong-Qiao He
(Sun Yat-sen University Cancer Center)
- Tong-Min Wang
(Sun Yat-sen University Cancer Center)
- Mingfang Ji
(Zhongshan Hospital of Sun Yat-sen University)
- Zhi-Ming Mai
(The University of Hong Kong
The University of Hong Kong
National Cancer Institute, National Institutes of Health)
- Minzhong Tang
(Wuzhou Red Cross Hospital
Wuzhou Cancer Center)
- Ruozheng Wang
(Chinese Academy of Medical Sciences)
- Yifeng Zhou
(Medical College of Soochow University)
- Yuming Zheng
(Wuzhou Red Cross Hospital
Wuzhou Cancer Center)
- Ruowen Xiao
(Sun Yat-sen University Cancer Center)
- Dawei Yang
(Sun Yat-sen University)
- Ziyi Wu
(Sun Yat-sen University Cancer Center)
- Changmi Deng
(Sun Yat-sen University Cancer Center)
- Jiangbo Zhang
(Sun Yat-sen University Cancer Center)
- Wenqiong Xue
(Sun Yat-sen University Cancer Center)
- Siqi Dong
(Sun Yat-sen University Cancer Center)
- Jiyun Zhan
(Public Health Service Center of Xiaolan Town)
- Yonglin Cai
(Wuzhou Red Cross Hospital)
- Fugui Li
(Zhongshan Hospital of Sun Yat-sen University)
- Biaohua Wu
(Zhongshan Hospital of Sun Yat-sen University)
- Ying Liao
(Sun Yat-sen University Cancer Center)
- Ting Zhou
(Sun Yat-sen University Cancer Center)
- Meiqi Zheng
(Sun Yat-sen University Cancer Center)
- Yijing Jia
(Sun Yat-sen University)
- Danhua Li
(Sun Yat-sen University Cancer Center)
- Lianjing Cao
(Sun Yat-sen University Cancer Center)
- Leilei Yuan
(Sun Yat-sen University)
- Wenli Zhang
(Sun Yat-sen University Cancer Center)
- Luting Luo
(Sun Yat-sen University)
- Xiating Tong
(Sun Yat-sen University)
- Yanxia Wu
(Sun Yat-sen University Cancer Center)
- Xizhao Li
(Sun Yat-sen University Cancer Center)
- Peifen Zhang
(Sun Yat-sen University Cancer Center)
- Xiaohui Zheng
(Sun Yat-sen University Cancer Center)
- Shaodan Zhang
(Sun Yat-sen University Cancer Center)
- Yezhu Hu
(Sun Yat-sen University Cancer Center)
- Weiling Qin
(Wuzhou Red Cross Hospital)
- Bisen Deng
(Public Health Service Center of Xiaolan Town)
- Xuejun Liang
(Public Health Service Center of Xiaolan Town)
- Peiwen Fan
(The Third Affiliated Hospital of Xinjiang Medical University)
- Yaning Feng
(Key Laboratory of Oncology of Xinjiang Uyghur Autonomous Region)
- Jia Song
(The Third Affiliated Teaching Hospital of Xinjiang Medical University, Affiliated Cancer Hospital)
- Shang-Hang Xie
(Sun Yat-sen University Cancer Center)
- Ellen T. Chang
(Center for Health Sciences, Exponent, Inc.
Stanford Cancer Institute)
- Zhe Zhang
(First Affiliated Hospital of Guangxi Medical University)
- Guangwu Huang
(First Affiliated Hospital of Guangxi Medical University)
- Miao Xu
(Sun Yat-sen University Cancer Center)
- Lin Feng
(Sun Yat-sen University Cancer Center)
- Guangfu Jin
(Nanjing Medical University)
- Jinxin Bei
(Sun Yat-sen University Cancer Center)
- Sumei Cao
(Sun Yat-sen University Cancer Center)
- Qing Liu
(Sun Yat-sen University Cancer Center)
- Zisis Kozlakidis
(Faculty of Medical Sciences - University College London
International Agency for Research on Cancer (IARC/WHO))
- Haiqiang Mai
(Sun Yat-sen University Cancer Center)
- Ying Sun
(Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)
- Jun Ma
(Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy)
- Zhibin Hu
(Nanjing Medical University)
- Jianjun Liu
(Agency for Science, Technology and Research (A*STAR)
Yong Loo Lin School of Medicine, National University of Singapore)
- Maria Li Lung
(The University of Hong Kong
The University of Hong Kong)
- Hans-Olov Adami
(Institute of Health and Society, University of Oslo
Karolinska Institutet)
- Hongbing Shen
(Nanjing Medical University)
- Weimin Ye
(Karolinska Institutet
Fujian Medical University)
- Tai-Hing Lam
(The University of Hong Kong
The University of Hong Kong)
- Yi-Xin Zeng
(Sun Yat-sen University Cancer Center)
- Wei-Hua Jia
(Sun Yat-sen University Cancer Center
Sun Yat-sen University)
Abstract
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 (Ptrend 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.
Suggested Citation
Yong-Qiao He & Tong-Min Wang & Mingfang Ji & Zhi-Ming Mai & Minzhong Tang & Ruozheng Wang & Yifeng Zhou & Yuming Zheng & Ruowen Xiao & Dawei Yang & Ziyi Wu & Changmi Deng & Jiangbo Zhang & Wenqiong Xu, 2022.
"A polygenic risk score for nasopharyngeal carcinoma shows potential for risk stratification and personalized screening,"
Nature Communications, Nature, vol. 13(1), pages 1-10, December.
Handle:
RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29570-4
DOI: 10.1038/s41467-022-29570-4
Download full text from publisher
References listed on IDEAS
- Parichoy Pal Choudhury & Paige Maas & Amber Wilcox & William Wheeler & Mark Brook & David Check & Montserrat Garcia-Closas & Nilanjan Chatterjee, 2020.
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"A Comparison between the Sixth and Seventh Editions of the UICC/AJCC Staging System for Nasopharyngeal Carcinoma in a Chinese Cohort,"
PLOS ONE, Public Library of Science, vol. 9(12), pages 1-20, December.
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Full references (including those not matched with items on IDEAS)
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