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全癌系统分析将RASSF1鉴定为一种免疫和预后生物标志物,并在肺癌中得到验证。

Systematic pan-cancer analysis identified RASSF1 as an immunological and prognostic biomarker and validated in lung cancer.

作者信息

Bai Yibing, Wang Yuanyong, Qin Jiapei, Wang Ting, Zhou Xin, Ma Zhiqiang, Wang An, Yang Wenyu, Wang Jinliang, Li Jinfeng, Hu Yi

机构信息

Medical School of Chinese PLA, Beijing, China.

Department of Oncology, The First Medical Center of PLA General Hospital, Beijing, China.

出版信息

Heliyon. 2024 Jun 21;10(12):e33304. doi: 10.1016/j.heliyon.2024.e33304. eCollection 2024 Jun 30.

Abstract

BACKGROUND

Ras association domain family member 1 (RASSF1) encodes the RASSF1A protein, serving as a scaffold protein situated at the intersection of a complex signalling network.

AIMS

To evaluate the immunological and prognostic significance of RASSF1 expression in various types of human cancers, with a specific focus on lung cancer.

METHODS

Differential expression analysis of RASSF1 was conducted based on data from The Cancer Genome Atlas, Genotype-Tissue Expression, and Cancer Cell Line Encyclopaedia databases. Prognostic analysis was performed using the Cox regression test and Kaplan-Meier test. Spearman's test was utilized for correlation analysis. Gene Ontology (GO) and Kyoto Encyclopaedia of Genes and Genomes (KEGG) gene sets were employed to enrich the associated signaling pathways. Immunohistochemical staining and quantitative real-time PCR were employed to detect protein and mRNA expression levels, respectively.

RESULTS

RASSF1 expression was significantly lower in tumour tissues than in normal tissues in most cancers, and Cox regression analysis demonstrated a significant correlation between RASSF1 expression and the prognosis of over 12 types of cancer. Specifically, high RASSF1 expression was associated with poor OS in nine cancer types, including GBMLGG (HR = 4.98, P = 1.2e-31), LGG (HR = 3.72, P = 2.5e-10), and LAML (HR = 1.48, P = 2.4e-3). Further analysis showed that RASSF1 expression was significantly correlated with immune checkpoint- and immune-related genes. Moreover, RASSF1 expression is involved in tumour microenvironment (TME), RNA modification, genomic heterogeneity, and tumour stemness. GO and KEGG analyses showed that RASSF1 was closely related to tumour immune-related pathways. Finally, RASSF1A was moderately correlated with PD-L1 (R = 0.556), and RASSF1A overexpression significantly affected the expression of several genes involved in the Th17 cell differentiation signalling pathway in lung cancer.

CONCLUSIONS

RASSF1 was differentially expressed in 29 human cancers and played a critical role in tumour immunity. Thus, RASSF1 has the potential to be used as a prognostic marker and reference for achieving more precise immunotherapy, particularly in lung cancer.

摘要

背景

Ras 关联结构域家族成员 1(RASSF1)编码 RASSF1A 蛋白,作为一种支架蛋白位于复杂信号网络的交叉点。

目的

评估 RASSF1 在各类人类癌症中的免疫及预后意义,尤其聚焦于肺癌。

方法

基于来自癌症基因组图谱(The Cancer Genome Atlas)、基因型-组织表达(Genotype-Tissue Expression)和癌细胞系百科全书(Cancer Cell Line Encyclopaedia)数据库的数据,进行 RASSF1 的差异表达分析。使用 Cox 回归检验和 Kaplan-Meier 检验进行预后分析。采用 Spearman 检验进行相关性分析。利用基因本体论(Gene Ontology,GO)和京都基因与基因组百科全书(Kyoto Encyclopaedia of Genes and Genomes,KEGG)基因集来富集相关信号通路。分别采用免疫组织化学染色和定量实时 PCR 检测蛋白和 mRNA 表达水平。

结果

在大多数癌症中,肿瘤组织中 RASSF1 的表达显著低于正常组织,Cox 回归分析表明 RASSF1 的表达与 12 种以上癌症的预后显著相关。具体而言,在包括低级别胶质瘤(GBMLGG,HR = 4.98,P = 1.2×10⁻³¹)、低级别胶质瘤(LGG,HR = 3.72,P = 2.5×10⁻¹⁰)和急性髓系白血病(LAML,HR = 1.48,P = 2.4×10⁻³)在内的 9 种癌症类型中,高 RASSF1 表达与较差总生存期相关。进一步分析表明,RASSF1 的表达与免疫检查点及免疫相关基因显著相关。此外,RASSF1 的表达涉及肿瘤微环境(TME)、RNA 修饰、基因组异质性和肿瘤干性。GO 和 KEGG 分析表明,RASSF1 与肿瘤免疫相关通路密切相关。最后,RASSF1A 与程序性死亡受体配体 1(PD-L1)中度相关(R = 0.556),RASSF1A 的过表达显著影响肺癌中与辅助性 T 细胞 17(Th17)细胞分化信号通路相关的几个基因的表达。

结论

RASSF1 在 29 种人类癌症中存在差异表达,并在肿瘤免疫中起关键作用。因此,RASSF1 有潜力用作预后标志物,并为实现更精准的免疫治疗提供参考,尤其是在肺癌中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/93f1/11253667/3e6db2ec06e8/gr1.jpg

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