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胃癌患者中突变与肿瘤突变负荷及临床结局的关联

Association of mutation with tumor mutation load and clinical outcomes in patients with gastric cancer.

作者信息

Yicheng Fu, Xin Liu, Tian Yu, Huilin Liu

机构信息

Department of Geriatrics, Peking University Third Hospital, Beijing, China.

Department of Gastroenterology, Peking University Third Hospital, Beijing, China.

出版信息

Front Genet. 2022 Aug 15;13:808542. doi: 10.3389/fgene.2022.808542. eCollection 2022.

Abstract

Stomach adenocarcinoma (STAD) is one of the most frequently diagnosed cancers in the world with a poor prognosis due to genetic heterogeneity. The present study aimed to explore potential prognostic predictors and therapeutic targets that can be used for STAD treatment. We collected relevant data of STAD patients from the Cancer Genome Atlas (TCGA), including somatic mutation, transcriptome, and survival data. We performed a series of analyses such as tumor mutational burden (TMB), immune infiltration, and copy number variation (CNV) analysis to evaluate the potential mechanism of filaggrin () mutation in gastric cancer. Gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, and gene set enrichment analysis (GSEA) were performed for annotation of differentially expressed genes (DEGs). The STRING online database was used to construct the protein-protein interaction (PPI) and ceRNA network and hub genes were identified. Univariate and multivariate Cox regression analyses were used to determine the effect of selected DEGs on tumor prognosis. The -mutant group (-MT) showed a higher mutation load and immunogenicity in gastric cancer. GO and KEGG analyses identified and ranked unique biologic processes and immune-related pathway maps that correlated with the -mutant target. GSEA analysis showed that several tumorigenesis and metastasis-related pathways were indeed enriched in -mutant tumor tissue. Both cell cycle-related pathways and the DNA damage and repair associated pathways were also enriched in the -MT group. The mutations resulted in increased gastric cancer sensitivity to 24 chemotherapeutic drugs. The ceRNA network was established using Cytoscape and the PPI network was established in the STRING database. The results of the prognostic information further demonstrated that the OS and DFS were significantly higher in mutation carriers, and the gene mutation might be a protective factor. The multiple molecular mechanisms of the gene in STAD are worthy of further investigation and may reveal novel therapeutic targets and biomarkers for STAD treatment.

摘要

胃腺癌(STAD)是世界上最常被诊断出的癌症之一,由于基因异质性,其预后较差。本研究旨在探索可用于STAD治疗的潜在预后预测指标和治疗靶点。我们从癌症基因组图谱(TCGA)收集了STAD患者的相关数据,包括体细胞突变、转录组和生存数据。我们进行了一系列分析,如肿瘤突变负荷(TMB)、免疫浸润和拷贝数变异(CNV)分析,以评估丝聚合蛋白()突变在胃癌中的潜在机制。对差异表达基因(DEG)进行基因本体(GO)、京都基因与基因组百科全书(KEGG)分析以及基因集富集分析(GSEA)以进行注释。使用STRING在线数据库构建蛋白质-蛋白质相互作用(PPI)和ceRNA网络并鉴定枢纽基因。使用单变量和多变量Cox回归分析来确定所选DEG对肿瘤预后的影响。丝聚合蛋白突变组(-MT)在胃癌中表现出更高的突变负荷和免疫原性。GO和KEGG分析确定并排列了与丝聚合蛋白突变靶点相关的独特生物学过程和免疫相关途径图谱。GSEA分析表明,几种肿瘤发生和转移相关途径确实在丝聚合蛋白突变肿瘤组织中富集。细胞周期相关途径以及DNA损伤和修复相关途径在-MT组中也有富集。丝聚合蛋白突变导致胃癌对24种化疗药物的敏感性增加。使用Cytoscape建立ceRNA网络,并在STRING数据库中建立PPI网络。预后信息结果进一步表明,丝聚合蛋白突变携带者的总生存期(OS)和无病生存期(DFS)显著更高,丝聚合蛋白基因突变可能是一个保护因素。丝聚合蛋白基因在STAD中的多种分子机制值得进一步研究,可能会揭示STAD治疗的新治疗靶点和生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f56/9421250/27fb514558cb/fgene-13-808542-g001.jpg

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