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肝细胞癌免疫景观及预后中焦亡相关 microRNA 的鉴定

Identification of pyroptosis-associated miRNAs in the immunoscape and prognosis of hepatocellular carcinoma.

作者信息

Zheng Yuting, Huang Xing

机构信息

Departments of Anaesthesiology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.

出版信息

BMC Cancer. 2024 Dec 18;24(1):1513. doi: 10.1186/s12885-024-13276-5.

DOI:10.1186/s12885-024-13276-5
PMID:39695414
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11657507/
Abstract

BACKGROUND

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.

MATERIALS AND METHODS

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.

RESULTS

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.

CONCLUSION

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.

摘要

背景

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。

材料与方法

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。

结果

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。

结论

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/f21221553bd5/12885_2024_13276_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/396d344df7a4/12885_2024_13276_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/25023d81ac9a/12885_2024_13276_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/098771962362/12885_2024_13276_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/4b6e5f4cab70/12885_2024_13276_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/b362bbe049c3/12885_2024_13276_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/cef07174e8be/12885_2024_13276_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/579fce0f51f7/12885_2024_13276_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/f21221553bd5/12885_2024_13276_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/396d344df7a4/12885_2024_13276_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/25023d81ac9a/12885_2024_13276_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/098771962362/12885_2024_13276_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/4b6e5f4cab70/12885_2024_13276_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/b362bbe049c3/12885_2024_13276_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/cef07174e8be/12885_2024_13276_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/579fce0f51f7/12885_2024_13276_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9d0/11657507/f21221553bd5/12885_2024_13276_Fig8_HTML.jpg

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Novel model of pyroptosis-related molecular signatures for prognosis prediction of clear cell renal cell carcinoma patients.新型细胞焦亡相关分子特征模型用于预测透明细胞肾细胞癌患者的预后。
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CHMP3 promotes the progression of hepatocellular carcinoma by inhibiting caspase‑1‑dependent pyroptosis.
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Targeting the ZNF-148/miR-335/SOD2 signaling cascade triggers oxidative stress-mediated pyroptosis and suppresses breast cancer progression.靶向 ZNF-148/miR-335/SOD2 信号级联反应触发氧化应激介导的细胞焦亡并抑制乳腺癌进展。
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