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PI3K 信号通路及其相关基因介导的子宫内膜癌关键因素。

Key factors mediated by PI3K signaling pathway and related genes in endometrial carcinoma.

机构信息

Department of Obstetrics & Gynecology, Tianjin Medical University, 300070, Tianjin, People's Republic of China.

Department of Gynecology, Chifeng Municipal Hospital, Chifeng Clinical Medical School of Inner Mongolia Medical University, Chifeng, 024000, People's Republic of China.

出版信息

J Bioenerg Biomembr. 2020 Dec;52(6):465-473. doi: 10.1007/s10863-020-09854-4. Epub 2020 Nov 7.

Abstract

By analyzing the gene expression of endometrial carcinoma (EC) patients, the key factors in PI3K signaling pathway and its related genes mediating EC were explored. The EC samples and normal endometrial samples were downloaded from TCGA database and GTEx database. The R language "limma" package was used for differential analysis, and the expression level of genes in each tissue was analyzed by "gganatogram" package. Functional enrichment analysis of differential genes was carried out by KOBAS, an online bioinformatics website. The correlation between key genes and differential genes was evaluated using TCGA data and GTEx combined gene expression data. The corresponding clinical data were downloaded from TCGA database and GTEx database, and the R language "survival" package was used to assess the potential of candidate differential genes as a key factor of EC. Based on the combined differential analysis of TCGA and GTEx databases, 299 genes with significant differential in expression were finally got. Functional enrichment analysis revealed that genes were predominantly enriched in the entry of "Pathways in cancer", including RAC2 and PIK3R3 genes which were related with the abnormal PI3K pathway in cancer. PIK3R3, a key gene in the PI3K signaling pathway, was highly-expressed in EC. SPDEF, GCNT2, KIAA1324, C9orf152, MARVELD3, and APEX2 genes were found to be positively correlated with PIK3R3 in EC, all of which were highly expressed in EC. KM survival analysis showed that SPDEF, GCNT2, KIAA1324 and C9orf152 were significantly correlated with patients' survival. ROC analysis showed that SPDEF, GCNT2, KIAA1324 and C9orf152 gene could be used as potential markers for prognosis and survival of EC patients. It was found that PIK3R3, a key gene in the PI3K signaling pathway, was highly expressed in EC. The SPDEF, GCNT2, KIAA1324 and C9orf152 genes were also highly expressed in EC, and were positively correlated with PIK3R3 in EC. Moreover, they are significantly correlated with the patients' survival, suggesting that they may be potential markers for the prognosis of patients with EC.

摘要

通过分析子宫内膜癌(EC)患者的基因表达,探讨了 PI3K 信号通路及其介导的 EC 相关基因的关键因素。从 TCGA 数据库和 GTEx 数据库下载 EC 样本和正常子宫内膜样本。使用 R 语言“limma”包进行差异分析,并用“gganatogram”包分析每个组织中的基因表达水平。使用在线生物信息学网站 KOBAS 进行差异基因的功能富集分析。使用 TCGA 数据和 GTEx 联合基因表达数据评估关键基因和差异基因之间的相关性。从 TCGA 数据库和 GTEx 数据库下载相应的临床数据,并使用 R 语言“survival”包评估候选差异基因作为 EC 关键因素的潜力。基于 TCGA 和 GTEx 数据库的联合差异分析,最终得到 299 个表达差异显著的基因。功能富集分析显示,基因主要富集在“癌症通路”条目,包括 RAC2 和 PIK3R3 基因,这些基因与癌症中异常的 PI3K 通路有关。PI3K 信号通路中的关键基因 PIK3R3 在 EC 中高表达。在 EC 中发现 SPDEF、GCNT2、KIAA1324、C9orf152、MARVELD3 和 APEX2 基因与 PIK3R3 呈正相关,这些基因在 EC 中均高表达。KM 生存分析显示,SPDEF、GCNT2、KIAA1324 和 C9orf152 与患者的生存显著相关。ROC 分析显示,SPDEF、GCNT2、KIAA1324 和 C9orf152 基因可作为 EC 患者预后和生存的潜在标志物。研究发现,PI3K 信号通路中的关键基因 PIK3R3 在 EC 中高表达。在 EC 中,SPDEF、GCNT2、KIAA1324 和 C9orf152 基因也高表达,与 EC 中的 PIK3R3 呈正相关。此外,它们与患者的生存显著相关,提示它们可能是 EC 患者预后的潜在标志物。

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