NAFLD polygenic risk score and risk of hepatocellular carcinoma in an East Asian population

被引:9
|
作者
Thomas, Claire E. [1 ,2 ]
Diergaarde, Brenda [2 ,3 ]
Kuipers, Allison L.
Adibi, Jennifer J. [1 ]
Luu, Hung N. [1 ,2 ]
Chang, Xuling [4 ,5 ]
Dorajoo, Rajkumar [6 ,7 ]
Heng, Chew-Kiat [5 ]
Khor, Chiea-Chuen [6 ,8 ]
Wang, Renwei [2 ]
Jin, Aizhen [9 ]
Koh, Woon-Puay [9 ,10 ]
Yuan, Jian-Min [1 ,2 ]
机构
[1] Univ Pittsburgh, Grad Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA USA
[2] Univ Pittsburgh, UPMC Hillman Canc Ctr, Pittsburgh, PA USA
[3] Univ Pittsburgh, Grad Sch Publ Hlth, Dept Human Genet, Pittsburgh, PA USA
[4] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Pediat, Singapore, Singapore
[5] Natl Univ Hlth Syst, Khoo Teck Puat Natl Univ Childrens Med Inst, Singapore, Singapore
[6] Genome Inst Singapore, Agcy Sci Res & Technol, Singapore, Singapore
[7] Duke NUS Med Sch Singapore, Hlth Serv & Syst Res, Singapore, Singapore
[8] Singapore Eye Res Inst, Singapore Natl Eye Ctr, Singapore, Singapore
[9] Natl Univ Singapore, Yong Loo Lin Sch Med, Hlth Longev Translat Res Programme, Singapore, Singapore
[10] Agcy Sci Technol & Res STAR, Singapore Inst Clin Sci, Singapore, Singapore
基金
新加坡国家研究基金会; 英国医学研究理事会; 美国国家卫生研究院;
关键词
MENDELIAN RANDOMIZATION; TRIGLYCERIDE LEVELS; FASTING GLUCOSE; FATTY LIVER; POLYMORPHISM; VARIANT; CANCER; GENE;
D O I
10.1002/hep4.1976
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
It is difficult to identify people with nonalcoholic fatty liver disease (NAFLD) who are at high risk for developing hepatocellular carcinoma (HCC). A polygenic risk score (PRS) for hepatic fat (HFC-PRS) derived from non-Asians has been reported to be associated with HCC risk in European populations. However, population-level data of this risk in Asian populations are lacking. Utilizing resources from 24,333 participants of the Singapore Chinese Health Study (SCHS), we examined the relationship between the HFC-PRS and HCC risk. In addition, we constructed and evaluated a NAFLD-related PRS (NAFLD-PRS) with HCC risk in the SCHS. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) of HCC incidence with both HFC-PRS and NAFLD-PRS. The HFC-PRS and NAFLD-PRS were highly correlated (Spearman r = 0.79, p < 0.001). The highest quartiles of both the HFC-PRS and the NAFLD-PRS were associated with significantly increased risk of HCC with HR of 2.39 (95% CI 1.51, 3.78) and 1.77 (95% CI 1.15, 2.73), respectively, compared with their respective lowest quartile. Conclusion: The PRS for hepatic fat content or NAFLD may be useful for assessing HCC risk in both Asian and European populations. The findings of this and prior studies support a potential causal role of genetically determined NAFLD in HCC development.
引用
收藏
页码:2310 / 2321
页数:12
相关论文
共 50 条
  • [1] Non-alcoholic fatty liver disease polygenic risk score and risk of hepatocellular carcinoma in an East Asian population
    Thomas, Claire E.
    Diergaarde, Brenda
    Kuipers, Allison L.
    Adibi, Jennifer J.
    Luu, Hung N.
    Chang, Xuling
    Dorajoo, Rajkumar
    Heng, Chew-Kiat
    Khor, Chiea-Chuen
    Wang, Renwei
    Jin, Aizhen
    Koh, Woon-Puay
    Yuan, Jian-Min
    [J]. CANCER RESEARCH, 2022, 82 (12)
  • [2] Nonalcoholic fatty liver disease (NAFLD) polygenic risk score and risk of hepatocellular carcinoma in a multiethnic population
    Sadeghi, Homa
    Bogumil, David
    Conti, David V.
    Haiman, Christopher
    Le Marchand, Loic
    Setiawan, Veronica Wendy
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2023, 32 (12)
  • [3] Polygenic Risk Score Improves Cataract Prediction in East Asian Population
    Hsu, Chih-Chien
    Chuang, Hao-Kai
    Hsiao, Yu-Jer
    Teng, Yuan-Chi
    Chiang, Pin-Hsuan
    Wang, Yu-Jun
    Lin, Ting-Yi
    Tsai, Ping-Hsing
    Weng, Chang-Chi
    Lin, Tai-Chi
    Hwang, De-Kuang
    Hsieh, Ai-Ru
    [J]. BIOMEDICINES, 2022, 10 (08)
  • [4] The risk stratification and predictive performance of a new combined polygenic risk score for hepatocellular carcinoma
    Yu, Chengxiao
    Tang, Yuchen
    Liu, Maojie
    Xu, Xin
    Ge, Xinyuan
    Ma, Hongxia
    Jin, Guangfu
    Shen, Hongbing
    Song, Ci
    Hu, Zhibin
    [J]. JOURNAL OF GASTROENTEROLOGY, 2024,
  • [5] Polygenic Risk Score for Liver Fat Predicts Earlier Onset of Type 2 Diabetes in an East Asian Population
    Yu, Gechang
    Ma, Ronald C.
    Tam, Claudia H.
    Shi, Mai
    Fan, Baoqi
    Lim, Cadmon K.
    Chan, Juliana C.
    Weedon, Michael N.
    Oram, Richard A.
    Huang, Chuiguo
    Luk, Andrea
    Lau, Eric S. H.
    [J]. DIABETES, 2023, 72
  • [6] Polygenic risk score: A promising predictor for hepatocellular carcinoma in the population with non-alcoholic fatty liver disease
    Long, Junyu
    Bian, Jin
    Zhao, Haitao
    [J]. JOURNAL OF HEPATOLOGY, 2021, 74 (06) : 1493 - +
  • [7] IMPROVED RISK STRATIFICATION FOR CIRRHOSIS PROGRESSION TO HEPATOCELLULAR CARCINOMA USING A HEPATIC FAT POLYGENIC RISK SCORE
    Thrift, Aaron
    Kanwal, Fasiha
    Liu, Yanhong
    Khaderi, Saira Aijaz
    Singal, Amit G.
    Marrero, Jorge A.
    Loo, Nicole M.
    Asrani, Sumeet K.
    Amos, Chris
    Gu, Xiangjun
    Luster, Michelle
    Alsarraj, Abeer
    El-Serag, Hashem B.
    [J]. HEPATOLOGY, 2021, 74 : 649A - 650A
  • [8] A polygenic risk score for breast cancer risk in a Taiwanese population
    Hsieh, Yi-Chen
    Tu, Shih-Hsin
    Su, Chien-Tien
    Cho, Er-Chieh
    Wu, Chih-Hsiung
    Hsieh, Mao-Chih
    Lin, Shiyng-Yu
    Liu, Yun-Ru
    Hung, Chin-Sheng
    Chiou, Hung-Yi
    [J]. BREAST CANCER RESEARCH AND TREATMENT, 2017, 163 (01) : 131 - 138
  • [9] A polygenic risk score for breast cancer risk in a Taiwanese population
    Yi-Chen Hsieh
    Shih-Hsin Tu
    Chien-Tien Su
    Er-Chieh Cho
    Chih-Hsiung Wu
    Mao-Chih Hsieh
    Shiyng-Yu Lin
    Yun-Ru Liu
    Chin-Sheng Hung
    Hung-Yi Chiou
    [J]. Breast Cancer Research and Treatment, 2017, 163 : 131 - 138
  • [10] Establishment and verification of a prognostic risk score model based on immune genes for hepatocellular carcinoma in an Asian population
    Wang, Yanjie
    Feng, Zhengyang
    Zhang, Yingtian
    Zhang, Yusong
    [J]. TRANSLATIONAL CANCER RESEARCH, 2023, 12 (10) : 2806 - 2822