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胃腺癌化疗敏感性相关Gli1 及相关信号通路的生物信息学分析

Bioinformatic Analysis of GLI1 and Related Signaling Pathways in Chemosensitivity of Gastric Cancer.

机构信息

Department of General Surgery, Beijing Hospital, National Center of Gerontology, Beijing, China (mainland).

出版信息

Med Sci Monit. 2018 Mar 29;24:1847-1855. doi: 10.12659/msm.906176.

DOI:10.12659/msm.906176
PMID:29596399
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5890825/
Abstract

BACKGROUND This study assessed the prognostic value of GLI1 in gastric cancer and analyzed the possible GLI1-related signaling network in chemosensitivity. MATERIAL AND METHODS Bioinformatic data mining was performed by using data in the TCGA-Stomach Cancer (TCGA-STAD) and the Kaplan-Meier plotter. GLI1 co-expressed genes in TCGA-STAD were subjected to KEGG pathway analysis. The genes enriched in the KEGG pathways were further subjected to Protein-Protein Interaction (PPI) analysis. RESULTS In TCGA-STAD, high GLI1 gene/exon expression was associated with significantly worse survival (p=0.016 and 0.0023 respectively). In the Kaplan-Meier plotter, high GLI1 expression was associated with unfavorable overall survival (OS) (HR: 1.68, 95%CI: 1.42-2, p<0.0001) and first progression-free survival (FPS) (HR: 1.72, 95%CI: 1.4-2.11, p<0.0001). In TCGA-STAD, 600 GLI1 co-expressed genes were identified (absolute Pearson's r ≥0.5). The most significant pathways were pathways in cancer (p=230.0E-12) and the Hedgehog signaling pathway (p=6.9E-9). PI3K-AKT pathway (p=17.0E-9) has the largest proportion of gene enrichment. Some GLI1 co-expressed genes in the PI3K-AKT pathway are central nodes in the PPI network and also play important roles in chemosensitivity of gastric cancer. Nevertheless, the mechanisms underlying their co-expression are still largely unexplored. CONCLUSIONS High GLI1 expression is associated with unfavorable OS and FPS in patients with gastric cancer. As a member of the Hedgehog signaling pathway, GLI1 co-expressed genes are also largely enriched in PI3K/AKT pathway in gastric cancer, which is closely related to chemoresistance. The underlying mechanisms are still largely unexplored and need further study.

摘要

背景

本研究评估了 GLI1 在胃癌中的预后价值,并分析了其在化疗敏感性中的可能相关信号网络。

材料和方法

通过使用 TCGA-胃癌(TCGA-STAD)和 Kaplan-Meier 绘图仪中的数据进行生物信息学数据挖掘。对 TCGA-STAD 中的 GLI1 共表达基因进行 KEGG 通路分析。KEGG 通路中富集的基因进一步进行蛋白质-蛋白质相互作用(PPI)分析。

结果

在 TCGA-STAD 中,高 GLI1 基因/外显子表达与生存率显著降低相关(p=0.016 和 0.0023)。在 Kaplan-Meier 绘图仪中,高 GLI1 表达与不利的总生存期(OS)(HR:1.68,95%CI:1.42-2,p<0.0001)和首次无进展生存期(FPS)(HR:1.72,95%CI:1.4-2.11,p<0.0001)相关。在 TCGA-STAD 中,鉴定出 600 个 GLI1 共表达基因(绝对 Pearson's r ≥0.5)。最显著的通路是癌症通路(p=230.0E-12)和 Hedgehog 信号通路(p=6.9E-9)。PI3K-AKT 通路(p=17.0E-9)具有最大比例的基因富集。PI3K-AKT 通路中的一些 GLI1 共表达基因是 PPI 网络中的核心节点,在胃癌的化疗敏感性中也起着重要作用。然而,其共表达的机制在很大程度上仍未得到探索。

结论

高 GLI1 表达与胃癌患者的不良 OS 和 FPS 相关。作为 Hedgehog 信号通路的成员,GLI1 共表达基因在胃癌中也大量富集在 PI3K/AKT 通路中,这与化疗耐药性密切相关。其潜在机制在很大程度上仍未得到探索,需要进一步研究。

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