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多组学分析通过泛癌分析揭示载脂蛋白 E 在肾透明细胞癌可变剪接和肿瘤免疫微环境中的功能

英文原题:Multi-omics Analyses Reveal Function of Apolipoprotein E in Alternative Splicing and Tumor Immune Microenvironment in Kidney Renal Clear Cell Carcinoma via Pan-cancer Analysis.

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Multi-omics Analyses Reveal Function of Apolipoprotein E in Alternative Splicing and Tumor Immune Microenvironment in Kidney Renal Clear Cell Carcinoma via Pan-cancer Analysis.

PubMed 2024/01/06(内容时间) Cell Biochem Biophys Q2 · IF 3(JCR 2025)

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中文摘要

载脂蛋白E(APOE)调节脂质代谢,与多种癌症的发生发展相关。然而,其在可变剪接和肿瘤免疫微环境中的精确预后意义及功能仍不清楚。

在本研究中,我们从TCGA中提取了泛癌中APOE的表达,并分析了mRNA转录组、细胞系和蛋白质水平。此外,我们利用OncoSplicing数据库分析了APOE基因转录本的可变剪接表达及其预后特征。

我们获取了73个共同的APOE基因进行功能富集分析,使用TIMER、EPIC和ssGSEA方法评估基因与免疫细胞之间的相关性,并利用UALCAN数据库检验其预后意义。

最后,采用单细胞数据评估APOE基因与细胞功能之间的相关性。我们的研究结果揭示,APOE表达在不同肿瘤类型和癌细胞系中存在差异。可变剪接分析表明,APOE转录本表达水平在LGG、KIRC和KIRP等癌症中具有预后价值。功能富集分析表明,APOE与多种免疫细胞(如巨噬细胞、CD8 T细胞和NK细胞)存在显著关联,对预后具有重要影响。

此外,单细胞数据表明,APOE在基质细胞中主要表达于肾上皮细胞,在免疫细胞中主要表达于巨噬细胞,与五种功能状态呈显著负相关。

我们的研究首次全面探索了APOE在泛癌中的功能,并确定APOE是癌症发病机制、预后和免疫治疗靶点中的潜在生物标志物。

展开英文摘要原文

Apolipoprotein E (APOE) regulates lipid metabolism, associated with the development of various cancers.

However, its precise prognostic significance and functions in alternative splicing and the tumor immune microenvironment remain unclear. In this study, we extracted APOE expression in pan-cancer from TCGA and analyzed mRNA transcriptome, cell lines, and protein levels.

Furthermore, we analyzed the alternative splicing expression of the APOE gene transcript with prognostic profiles using the OncoSplicing database.

We obtained 73 common APOE genes to perform functional enrichment analysis, assess the correlation between genes and immune cells using TIMER, EPIC, and ssGSEA methods, and examine the prognostic significance using the UALCAN database.

Finally, single-cell data was employed to assess the correlation between APOE genes and cell functions.

Our findings revealed that APOE expression varies across different tumor types and cancer cell lines. The alternative splicing analysis demonstrated that APOE transcript expression levels have prognostic value in cancers such as LGG, KIRC, and KIRP. Functional enrichment analysis indicated significant associations between APOE and various immune cells, such as macrophages, CD8 T cells, and NK cells, with significant implications for prognosis.

Moreover, single-cell data indicated that APOE was primarily expressed in renal epithelial cells among stromal cells and in macrophages among immune cells, significantly negatively correlated with five functional states.

Our study represents the first comprehensive exploration of APOE's function in pan-cancers and identifies APOE as a potential biomarker in cancer pathogenesis, prognosis, and immune therapeutic target.

论文信息

作者
Leng X、Liu J、Jin A、Zheng H、Wu J、Zhong L、Li Q、Li D
第一作者单位
Department of Urology, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, 215300, China.China
通讯作者单位
Department of Urology, The Third People's Hospital of Kunshan, Suzhou, 215300, China. snowmanli2013@163.com.China
文献类型
读者来信
期刊
Cell biochemistry and biophysics2024 Mar
原文标识
PubMed 38182861 · DOI 10.1007/s12013-023-01211-7