Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Hepatol Commun. 2022 Sep;6(9):2310-2321. doi: 10.1002/hep4.1976. Epub 2022 May 3.
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.
很难确定患有非酒精性脂肪性肝病(NAFLD)且患有肝细胞癌(HCC)风险较高的人群。已报道,源自非亚洲人群的肝脂肪多基因风险评分(HFC-PRS)与欧洲人群的 HCC 风险相关。但是,缺乏亚洲人群这种风险的人群水平数据。利用来自新加坡华人健康研究(SCHS)的 24,333 名参与者的资源,我们研究了 HFC-PRS 与 HCC 风险之间的关系。此外,我们构建并评估了 SCHS 中与 NAFLD 相关的 PRS(NAFLD-PRS)与 HCC 风险的关系。使用 Cox 比例风险模型来估计 HFC-PRS 和 NAFLD-PRS 与 HCC 发生率的风险比(HR)和 95%置信区间(CI)。HFC-PRS 和 NAFLD-PRS 高度相关(Spearman r = 0.79,p < 0.001)。与各自的最低四分位数相比,HFC-PRS 和 NAFLD-PRS 的最高四分位数均与 HCC 风险显著增加相关,HR 分别为 2.39(95%CI 1.51,3.78)和 1.77(95%CI 1.15,2.73)。结论:肝脂肪含量或 NAFLD 的 PRS 可能有助于评估亚洲和欧洲人群的 HCC 风险。本研究和先前研究的结果支持了遗传决定的 NAFLD 在 HCC 发展中的潜在因果作用。