The third people's hospital health care group of Cixi, Cixi, China.
Tianjin Second People Hospital, Tianjin, China.
J Clin Lab Anal. 2023 Jul;37(13-14):e24930. doi: 10.1002/jcla.24930. Epub 2023 Jul 18.
Hepatitis B virus (HBV)-infected population accounts for approximately 50% of all hepatocellular carcinoma (HCC) cases and has a relatively poor prognosis. Although the significant role of ferroptosis in the development and therapeutic response of various cancers has been validated, the key ferroptosis-related genes (FRGs) on the stratification of HBV-associated HCC are still unclear.
Through the random forest, GSVA and Cox regression analyses, we established a comprehensive prognostic system covering multiple FRGs to elevate the predictive accuracy for the survival rate of HBV-related HCC using information obtained from public databases. The association between key FRGs and the immune microenvironment was evaluated, and the molecular mechanism was identified by GSEA and SNV analyses. Finally, the differential expression of key FRGs was validated by immunohistochemistry staining of patient tissue microarrays.
Within the top 10 key FRGs, EPAS1 and GABARAPL1 were taken as protective factors, and SQLE, RAD51AP1, RPL8, CAPG, RRM2, SLC1A5, SLC38A1, and SRC were the other eight dangerous markers. Cox regression analysis combined with clinicopathological features indicated the independent prognostic efficacy of GSVA complex score based on these FRGs. In addition, key FRGs were related to immune and metabolic-related functions. Especially, the immunohistochemical analysis of SQLE in 50 clinical samples showed significantly higher expression in HBV+ HCC tissues.
These results indicate that 10 FRGs may be potential biomarkers and therapeutic targets for long-term survival in HBV-related HCC.
乙型肝炎病毒(HBV)感染人群约占所有肝细胞癌(HCC)病例的 50%,预后相对较差。尽管铁死亡在各种癌症的发生和治疗反应中的重要作用已得到验证,但与 HBV 相关 HCC 分层相关的关键铁死亡相关基因(FRGs)仍不清楚。
通过随机森林、GSVA 和 Cox 回归分析,我们建立了一个涵盖多个 FRGs 的综合预后系统,利用公共数据库中的信息,提高对 HBV 相关 HCC 生存率的预测准确性。评估关键 FRGs 与免疫微环境的关联,并通过 GSEA 和 SNV 分析确定分子机制。最后,通过对患者组织微阵列的免疫组织化学染色验证关键 FRGs 的差异表达。
在排名前 10 的关键 FRGs 中,EPAS1 和 GABARAPL1 被视为保护因素,而 SQLE、RAD51AP1、RPL8、CAPG、RRM2、SLC1A5、SLC38A1 和 SRC 则是另外 8 个危险标志物。Cox 回归分析结合临床病理特征表明,基于这些 FRGs 的 GSVA 综合评分具有独立的预后疗效。此外,关键 FRGs 与免疫和代谢相关功能有关。特别是,在 50 个临床样本中,SQLE 的免疫组织化学分析显示,HBV+HCC 组织中的表达明显更高。
这些结果表明,10 个 FRGs 可能是 HBV 相关 HCC 长期生存的潜在生物标志物和治疗靶点。