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综合生物信息学分析以鉴定与肺腺癌预后相关的基因HMMR及其在多种癌症中的作用机制

Comprehensive Bioinformatics Analysis to Identify the Gene HMMR Associated With Lung Adenocarcinoma Prognosis and Its Mechanism of Action in Multiple Cancers.

作者信息

Shi Jianguang, Chen Yingqi, Wang Zishan, Guo Jin, Tong Changyong, Tong Jingjie, Hu Wentao, Li Chenwei, Li Xinjian

机构信息

Thoracic Surgery Department, Ningbo First Hospital, Ningbo, China.

出版信息

Front Oncol. 2021 Oct 6;11:712795. doi: 10.3389/fonc.2021.712795. eCollection 2021.

Abstract

BACKGROUND

Lung cancer is the third most frequently diagnosed cancer in the world, with lung adenocarcinoma (LUAD) as the most common pathological type. But studies on the predictive effect of a single gene on LUAD are limited. We aimed to discover new predictive markers for LUAD.

METHODS

Differentially high-expressed genes at each stage were obtained from the TCGA and GTEx databases. The functions of these genes were investigated through GO enrichment and KEGG pathway analyses. Then, the key genes were selected by applying whole gene overall survival time. The expression of the key gene was studied in LUAD, and survival analysis was performed using Kaplan-Meier mapper, followed by univariate and multifactorial COX analysis. Finally, the gene expression and its prognostic significance in the pan-cancer were examined.

RESULTS

A total of 10,106 DEGs were obtained from the two datasets. The top 266 differentially upregulated genes intersected with the top 1,497 overall survival-related genes, and 87 key genes were identified. High-expressed HMMR was associated with a poor prognosis of LUAD. Univariate and multifactorial Cox analysis showed that HMMR was an independent prognostic factor for LUAD patients. A high HMMR expression was strongly associated with the overall survival (OS) and disease-specific survival (DSS) in 11 cancer types and with poorer OS, DSS, and PFI in 10 cancer types.

CONCLUSION

HMMR may be an independent prognostic indicator and an important biomarker in diagnosing and predicting the survival of LUAD patients. Also, HMMR may be a key predictor of a variety of cancers.

摘要

背景

肺癌是全球第三大常见癌症,肺腺癌(LUAD)是最常见的病理类型。但关于单个基因对LUAD预测作用的研究有限。我们旨在发现LUAD的新预测标志物。

方法

从TCGA和GTEx数据库中获取各阶段差异高表达基因。通过GO富集分析和KEGG通路分析研究这些基因的功能。然后,应用全基因总生存时间选择关键基因。研究关键基因在LUAD中的表达,并使用Kaplan-Meier绘图仪进行生存分析,随后进行单因素和多因素COX分析。最后,检测该基因在泛癌中的表达及其预后意义。

结果

从两个数据集中共获得10106个差异表达基因(DEG)。前266个差异上调基因与前1497个总生存相关基因相交,鉴定出87个关键基因。高表达的HMMR与LUAD的不良预后相关。单因素和多因素Cox分析表明,HMMR是LUAD患者的独立预后因素。高HMMR表达与11种癌症类型的总生存(OS)和疾病特异性生存(DSS)密切相关,与10种癌症类型的较差OS、DSS和无进展生存期(PFI)密切相关。

结论

HMMR可能是LUAD患者诊断和生存预测的独立预后指标和重要生物标志物。此外,HMMR可能是多种癌症的关键预测因子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9275/8526859/2a01e25812ee/fonc-11-712795-g001.jpg

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