基于差异表达的1,6-二磷酸果糖1-蛋白相互作用网络中枢纽基因的鉴定及其对肝细胞癌患者生存的影响

IF 1 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Bhavya Dawath, Harshal Patole, Norine Dsouza, Kripa Purohit, Shiney Peter
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引用次数: 0

摘要

背景:肝细胞是肝细胞癌(HCC)的起源细胞,伴随着几种代谢途径的改变,导致适应性代谢转换和不受控制的细胞增殖。果糖-1,6-二磷酸1(FBP1)参与糖异生,并被报道为几种癌症的潜在肿瘤抑制因子。我们的研究旨在进行网络分析,根据HCC患者中FBP1的差异表达模式,确定与FBP1相互作用的关键枢纽基因,以及可能改变的生物途径。方法:FBP1及其相互作用因子的表达分析基于从基因表达综合数据库(GEO)中检索的数据集。差异表达基因的生存影响使用癌症基因组图谱数据集(TCGA)进行,并在R工作室进行。FBP1相互作用网络在检索相互作用基因/蛋白质的搜索工具(STRING)和Cytoscape软件中可视化。使用注释、可视化和综合发现数据库(DAVID)对FBP1相互作用因子进行基因本体论(GO)和京都基因和基因组百科全书(KEGG)通路分析,并使用Cytoscape软件中的cytoHubba插件识别枢纽基因。结果:对FBP1相互作用网络的分析显示,葡萄糖-6-磷酸脱氢酶(G6PD)、醛缩酶、果糖二磷酸B(ALDOB)、磷酸烯醇丙酮酸羧激酶2(PCK2)、磷酸葡萄糖变位酶1(PGM1)是与HCC相关的关键枢纽基因。hub基因的生存分析显示,G6PD过表达和ALDOB、PCK2、PGM1表达不足与不利的总生存率有关。它还揭示了FBP1网络基因在对细胞存活至关重要的代谢和信号通路中的作用。结论:FBP1枢纽基因可能是一种有前景的治疗途径,靶向适应性代谢转换和不受控制的细胞增殖,以预防HCC的进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of hub genes in the fructose-1, 6 bisphosphate 1-protein interaction network based on differential expression, and survival impact on hepatocellular carcinoma patients
Background: Hepatocytes, the cells of origin in hepatocellular carcinoma (HCC), accompany several altered metabolic pathways leading to adaptive metabolic switch and uncontrolled cell proliferation. Fructose-1, 6 bisphosphate 1 (FBP1) participates in gluconeogenesis and is reported as a potential tumor suppressor in several cancers. Our study aimed to conduct a network analysis to identify crucial hub genes interacting with FBP1 and possibly altered biological pathways based on the differential expression patterns of FBP1 in HCC patients. Methods: The expression analysis of FBP1 and its interactors was based on datasets retrieved from gene expression omnibus (GEO). The survival impact of differentially expressed genes was carried out using The Cancer Genome Atlas Dataset (TCGA) and performed in R studio. The FBP1 interaction network was visualized in Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) and Cytoscape software. The Gene Ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) pathway analysis of FBP1 interactors was performed using Database for Annotation, Visualization, and Integrated Discovery (DAVID) and the hub genes were identified using the cytoHubba plugin in the Cytoscape software. Results: The analysis of the FBP1 interaction network revealed glucose-6-phosphate dehydrogenase (G6PD), aldolase, fructose-bisphosphate B (ALDOB), phosphoenolpyruvate carboxykinase 2 (PCK2), phosphoglucomutase 1 (PGM1) as crucial hub genes associated with HCC. The survival analysis of the hub genes showed the association of G6PD overexpression and ALDOB, PCK2, PGM1 underexpression with unfavorable overall survival. It also reveals the role of FBP1 network genes in metabolic and signaling pathways crucial for cell survival. Conclusions: The FBP1 hub genes might serve as promising therapeutic leads targeted toward the adaptive metabolic switch and uncontrolled cell proliferation in preventing HCC progression.
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来源期刊
Biomedical and Biotechnology Research Journal
Biomedical and Biotechnology Research Journal Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
2.20
自引率
42.90%
发文量
24
审稿时长
11 weeks
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