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评估可改变的风险因素对肝细胞癌的影响:来自双向孟德尔随机化分析的证据。

Assessing the effect of modifiable risk factors on hepatocellular carcinoma: evidence from a bidirectional Mendelian randomization analysis.

作者信息

Wei Lijuan, Ding Enci, Lu Dongyan, Rui Zhongying, Shen Jie, Fan Guoju

机构信息

Department of Nuclear Medicine, Tianjin First Central Hospital, Tianjin, China.

Department of Vascular Surgery, The Second Hospital of Tianjin Medical University, No. 23, Pingjiang Road, Hexi District, Tianjin, 300211, China.

出版信息

Discov Oncol. 2025 Mar 31;16(1):437. doi: 10.1007/s12672-025-02177-z.

Abstract

BACKGROUND

The pathogenesis of hepatocellular carcinoma (HCC) involves a variety of environmental risk factors, some of which have yet to be fully clarified. Using the Mendelian randomization (MR) approach, this study comprehensively investigates the causal effect of genetically predicted modifiable risk factors on HCC.

METHODS

Genetic variants related to the 50 risk factors that had been identified in previous research were derived from genome-wide association studies. Summary statistics for the discovery cohort and validation cohort of HCC were sourced from the FinnGen consortium and the UK Biobank, respectively. Bidirectional MR analysis and sensitivity analysis were performed to establish causative risk factors for HCC.

RESULTS

Through the inverse variance weighted method, the results of the discovery cohort indicated that waist circumference, nonalcoholic fatty liver disease (NAFLD), alanine aminotransferase (ALT) levels, and aspartate aminotransferase (AST) levels were significantly linked to HCC occurrence risk. Furthermore, body fat percentage, glycated hemoglobin (HbA1c), obesity class 1-3, waist-to-hip ratio, iron, ferritin, transferrin saturation, and urate had suggestive associations with HCC. The validation cohort further confirmed that NAFLD and ALT levels were strongly related to HCC. Reverse MR indicated that genetic susceptibility to HCC was connected to NAFLD and transferrin saturation. Sensitivity analyses showed that most of the findings were robust.

CONCLUSION

This MR study delivers evidence of the complex causal relationship between modifiable risk factors and HCC. These findings offer new insights into potential prevention and treatment strategies for HCC.

摘要

背景

肝细胞癌(HCC)的发病机制涉及多种环境风险因素,其中一些因素尚未完全阐明。本研究采用孟德尔随机化(MR)方法,全面调查基因预测的可改变风险因素对HCC的因果效应。

方法

从全基因组关联研究中获取与先前研究中确定的50种风险因素相关的基因变异。HCC发现队列和验证队列的汇总统计数据分别来自芬兰基因联盟和英国生物银行。进行双向MR分析和敏感性分析,以确定HCC的致病风险因素。

结果

通过逆方差加权法,发现队列的结果表明腰围、非酒精性脂肪性肝病(NAFLD)、丙氨酸氨基转移酶(ALT)水平和天冬氨酸氨基转移酶(AST)水平与HCC发生风险显著相关。此外,体脂百分比、糖化血红蛋白(HbA1c)、1-3级肥胖、腰臀比、铁、铁蛋白、转铁蛋白饱和度和尿酸与HCC有提示性关联。验证队列进一步证实NAFLD和ALT水平与HCC密切相关。反向MR表明,HCC的遗传易感性与NAFLD和转铁蛋白饱和度有关。敏感性分析表明,大多数研究结果是稳健的。

结论

这项MR研究提供了可改变风险因素与HCC之间复杂因果关系的证据。这些发现为HCC的潜在预防和治疗策略提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c8ff/11958933/99fbf52bfaf0/12672_2025_2177_Fig1_HTML.jpg

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