← 返回

EFNA 家族与肿瘤微环境在胃癌预后和免疫治疗中的泛癌交互作用

英文原题:The Pan-Cancer Crosstalk Between the EFNA Family and Tumor Microenvironment for Prognosis and Immunotherapy of Gastric Cancer.

查看英文原题

The Pan-Cancer Crosstalk Between the EFNA Family and Tumor Microenvironment for Prognosis and Immunotherapy of Gastric Cancer.

PubMed 2022/03/02(内容时间) Front Cell Dev Biol Q1 · IF 5.3(JCR 2025)

分数与星级只用于站内排序 —— 不代表疗效、安全性或个人适用性。

中文摘要

EFNA1-5在调控肿瘤发生和转移中具有重要的生理功能。然而,EFNA基因与肿瘤免疫微环境(TIME)及胃癌患者预后之间的相关性仍有待确定。

利用公共数据库,通过UCSC Xena、Oncomine数据集和UALCAN全面分析EFNA1-5在泛癌和胃癌中的表达。我们进一步通过Kaplan-Meier plotter完成生存分析,以评估EFNAs基因高表达组和低表达组胃癌患者的预后。使用TIMER工具揭示免疫细胞浸润与目标基因之间的相关性。采用Spearman相关性分析寻找EFNA基因与肿瘤干细胞、TIME、微卫星不稳定性(MSI)或肿瘤突变负荷(TMB)之间的关联。我们还使用cBioportal、GeneMANIA和STRINGS探索这些基因的变化类型及蛋白质相互作用。最后,我们基于QUANTISEQ算法描述TIME,预测EFNA基因与半数抑制浓度(IC 50)之间的关系,并分析EFNA家族基因与免疫检查点之间的关系。

EFNA1、EFNA3、EFNA4和EFNA5在泛癌中表达升高。与正常癌旁组织相比,EFNA1、EFNA3和EFNA4在胃癌中上调。在对患者生存的影响方面,EFNA3和EFNA4的表达与胃癌患者的总生存期(OS)和无病生存期(DFS)相关。EFNA5高表达通常预示较差的OS和DFS。在胃癌中,EFNA3和EFNA4的表达与B细胞呈显著负相关。EFNA5的表达越高,B细胞、CD4+T细胞和巨噬细胞的丰度越高。CD8+T细胞、树突状细胞浸润与EFNA1-4表达呈负相关。CD4+T细胞、巨噬细胞和中性粒细胞的浸润与EFNA1、EFNA3和EFNA4的表达呈负相关。TMB和MSI与EFNA3/EFNA4表达呈正相关。在肿瘤微环境和药物敏感性方面,EFNA3/4/5也表现出显著相关性。此外,我们探讨了EFNA家族基因与免疫微环境(B细胞、M2巨噬细胞、单核细胞、CD8+T细胞、调节性T细胞、髓系树突状细胞、NK 细胞、非调节性CD4+T细胞)、免疫检查点(PDCD1、PDCD1LG2、CD274、CTLA4)以及胃癌常用化疗药物(5-氟尿嘧啶、顺铂、多西他赛和吉西他滨)IC50之间的关系。

我们的研究从TIME角度为肿瘤治疗和预后提供了新思路,并提名EFNA1-5作为胃癌的潜在治疗靶点。

展开英文摘要原文

Background: EFNA1-5 have important physiological functions in regulating tumorigenesis and metastasis.

However, correlating EFNA genes in the tumor immune microenvironment (TIME), and the prognosis of patients with gastric cancer remains to be determined. Methods: Using public databases, the expression of EFNA1-5 in pan-cancer and gastric cancer was comprehensively analyzed using UCSC Xena, the Oncomine dataset and UALCAN.

We further completed survival analysis by Kaplan-Meier plotter to evaluate the prognosis of the high and low expression groups of the EFNAs gene in patients with gastric cancer. The TIMER tool was used to reveal the correlation between immune cell infiltration and genes of interest. Spearman correlation was used to find an association between the EFNA genes and tumor stem cells, TIME, microsatellite instability (MSI) or tumor mutational burden (TMB).

We also used cBioportal, GeneMANIA and STRINGS to explore the types of changes in these genes and the protein interactions.

Finally, we described the TIME based on QUANTISEQ algorithm, predicted the relationship between the EFNA genes and half-maximal inhibitory concentration (IC 50 ), and analyzed the relationship between the EFNA family genes and immune checkpoints. Results: The expression of EFNA1 , EFNA3 , EFNA4 , and EFNA5 was elevated in pan-cancer. Compared with normal adjacent tissues, EFNA1 , EFNA3 , and EFNA4 were up-regulated in gastric cancer. In terms of the influence on the survival of patients, the expression of EFNA3 and EFNA4 were related to overall survival (OS) and disease-free survival (DFS) for patients with gastric cancer.

High expression of EFNA5 often predicted poor OS and DFS. In gastric cancer, the expression of EFNA3 and EFNA4 showed a significant negative correlation with B cells. The higher the expression of EFNA5 , the higher the abundance of B cells, CD4+T cells and macrophages. CD8+T cells, dendritic cells infiltration and EFNA1-4 expression were negatively correlated.

The infiltration of CD4+T cells, macrophages and neutrophils was negatively correlated with the expression of EFNA1 , EFNA3 , and EFNA4 . TMB and MSI were positively correlated with EFNA3 / EFNA4 expression. In the tumor microenvironment and drug sensitivity, EFNA3/4/5 also showed a significant correlation.

In addition, we explored the relationship between the EFNA family genes and the immune microenvironment (B cells, M2 macrophages, monocytes, CD8 + T cells, regulatory T cells, myeloid dendritic cells, natural killer cells, non-regulatory CD4 + T cells), immune checkpoint ( PDCD1 , PDCD1LG2 , CD274 , CTLA4 ), and IC 50 of common chemotherapeutic drugs for gastric cancer (5-fluorouracil, cisplatin, docetaxel and gemcitabine).

Conclusions: Our study provides new ideas for tumor treatment and prognosis from the perspective of TIME, and nominates EFNA1 - 5 to become potential therapeutic targets for gastric cancer.

论文信息

作者
Xie R、Yuan M、Jiang Y
第一作者单位
Department of Radiotherapy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.China
通讯作者单位
Department of Medical Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.China
期刊
Frontiers in cell and developmental biology2022
原文标识
PubMed 35309935 · DOI 10.3389/fcell.2022.790947