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SEC24D基因作为人类癌症中的生物标志物及其与CD8 + T细胞免疫细胞浸润的关联。

SEC24D gene as a biomarker in human cancers and its association with CD8+ T cell immune cell infiltration.

作者信息

Sarwar Sidra, Ashraf Sardar, Shafiq Muhammad, Malik Abdul, Akhtar Suhail, Arshad Rabia, Jamil Muhammad, Gul Hadia, Ullah Naimat

机构信息

Avicenna Medical College Lahore, Pakistan.

Rural Health Centre Chawinda Sialkot, Pakistan.

出版信息

Am J Transl Res. 2023 May 15;15(5):3115-3130. eCollection 2023.

Abstract

OBJECTIVE

The SEC24D (SEC24 Homolog D, COPII Coat Complex Component) gene belongs to the SEC24 subfamily of genes. The protein encoded by this gene, along with its other binding partners, mediates the transport of newly-synthesized proteins from the endoplasmic reticulum to the Golgi apparatus.

METHODS

A pan-cancer analysis of this gene, as well as its diagnostic and prognostic implications, are lacking in the medical literature. First, we analyzed SEC24D gene expression, its prognostic effect, promoter methylation level, genetic alteration landscape, pathways, CD8+ T immune cell infiltration, and gene-drug network in various types of cancer through various online databases and bioinformatic tools. Then, we performed the expression and methylation validation analysis of the SEC24D gene on cell lines using RNA sequencing (RNA-seq) and targeted bisulfite sequencing (bisulfite-seq) techniques.

RESULTS

Bioinformatic analysis showed that the SEC24D gene was overexpressed in metastasis across Kidney Renal Clear Cell Carcinoma (KIRC), Lung Squamous Cell Carcinoma (LUSC), and Stomach Adenocarcinoma (STAD) patients and was a prognostic risk factor. Then, using RNA sequencing and targeted bisulfite sequencing analysis, it was validated in cell lines that SEC24D was overexpressed and hypomethylated in KIRC patients. Mutational analysis revealed that SEC24D was mutated less frequently in KIRC, LUSC, and STAD patients. It was further observed that CD8+ T cell infiltration levels were increased in SEC24D-overexpressed KIRC, LUSC, and STAD samples. Pathway enrichment analysis of SEC24D-associated genes revealed their participation in two important pathways. Moreover, we suggested a few valuable drugs for treating KIRC, LUSC, and STAD patients with respect to overexpressed SEC24D.

CONCLUSION

This is the first pan-cancer study that details the oncogenic roles of SEC24D among different cancers.

摘要

目的

SEC24D(SEC24同源物D,COPII被膜复合体组分)基因属于SEC24基因亚家族。该基因编码的蛋白质与其其他结合伙伴一起介导新合成的蛋白质从内质网到高尔基体的运输。

方法

医学文献中缺乏对该基因的泛癌分析及其诊断和预后意义。首先,我们通过各种在线数据库和生物信息学工具分析了SEC24D基因在各种癌症类型中的表达、预后作用、启动子甲基化水平、基因改变图谱、信号通路、CD8 + T免疫细胞浸润和基因-药物网络。然后,我们使用RNA测序(RNA-seq)和靶向亚硫酸氢盐测序(亚硫酸氢盐测序)技术对细胞系进行了SEC24D基因的表达和甲基化验证分析。

结果

生物信息学分析表明,SEC24D基因在肾透明细胞癌(KIRC)、肺鳞状细胞癌(LUSC)和胃腺癌(STAD)患者的转移中过表达,是一个预后危险因素。然后,通过RNA测序和靶向亚硫酸氢盐测序分析,在细胞系中验证了KIRC患者中SEC24D过表达且低甲基化。突变分析显示,SEC24D在KIRC、LUSC和STAD患者中的突变频率较低。进一步观察到,在SEC24D过表达的KIRC、LUSC和STAD样本中,CD8 + T细胞浸润水平增加。对SEC24D相关基因的信号通路富集分析揭示了它们参与两个重要信号通路。此外,我们针对SEC24D过表达的KIRC、LUSC和STAD患者提出了一些有价值的治疗药物。

结论

这是第一项详细阐述SEC24D在不同癌症中的致癌作用的泛癌研究。

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