Zheng Yuting, Huang Xing
Departments of Anaesthesiology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
BMC Cancer. 2024 Dec 18;24(1):1513. doi: 10.1186/s12885-024-13276-5.
Hepatocellular carcinoma is one of the most prevalent types of liver malignancy and poses a severe threat to global health. Despite recent improvements in therapeutic approaches, treatment options for patients with advanced or recurrent HCC are still limited.
Our study analyzed miRNA differential expression using data from hepatocellular carcinoma patients in the Cancer Genome Atlas. Pyroptosis-related genes were identified from gene cards. Differential expression of miRNAs was analyzed using DESeq2 and visualized using ggplot2 and pheatmap. A prognostic risk model for pyroptosis-associated miRNAs was constructed using LASSO regression and validated by principal component analysis, Kaplan-Meier survival and ROC curve analysis. We also performed gene and pathway enrichment analysis. Immune cell infiltration and function in HCC were assessed using single-sample genomic enrichment analysis, and correlations with immune cells and function were explored. Also, CCK-8 assay as well as migration and invasion assays were performed after knockdown of miR-6844.
We have established and validated a prognostic risk model based on ten DEmiRNAs, which is important for the survival of HCC patients. Significant changes in immune cell infiltration and immune function were also found in high-risk patients. It also demonstrated that knockdown of miR-6844 inhibited HCC cell proliferation, migration and invasion, highlighting its role in HCC progression.
Our study reveals the implications of pyroptosis-associated differential miRNAs on the prognosis of patients with hepatocellular carcinoma and provides a foundation for novel HCC therapies, especially immunotherapy.
肝细胞癌是最常见的肝脏恶性肿瘤类型之一,对全球健康构成严重威胁。尽管近期治疗方法有所改进,但晚期或复发性肝细胞癌患者的治疗选择仍然有限。
我们的研究使用癌症基因组图谱中肝细胞癌患者的数据分析了miRNA差异表达。从基因卡片中鉴定出焦亡相关基因。使用DESeq2分析miRNA的差异表达,并使用ggplot2和pheatmap进行可视化。使用LASSO回归构建焦亡相关miRNA的预后风险模型,并通过主成分分析、Kaplan-Meier生存分析和ROC曲线分析进行验证。我们还进行了基因和通路富集分析。使用单样本基因组富集分析评估肝细胞癌中的免疫细胞浸润和功能,并探讨其与免疫细胞和功能的相关性。此外,在敲低miR-6844后进行CCK-8测定以及迁移和侵袭测定。
我们建立并验证了一个基于10个差异表达miRNA的预后风险模型,这对肝细胞癌患者的生存至关重要。在高危患者中还发现了免疫细胞浸润和免疫功能的显著变化。研究还表明,敲低miR-6844可抑制肝癌细胞的增殖、迁移和侵袭,突出了其在肝癌进展中的作用。
我们的研究揭示了焦亡相关差异miRNA对肝细胞癌患者预后的影响,并为新型肝癌治疗,尤其是免疫治疗提供了基础。