Prognostic biomarkers and molecular pathways mediating Helicobacter pylori-induced gastric cancer: a network-biology approach.

Q2 Agricultural and Biological Sciences Genomics and Informatics Pub Date : 2023-03-01 DOI:10.5808/gi.22072
Farideh Kamarehei, Massoud Saidijam, Amir Taherkhani
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Abstract

Cancer of the stomach is the second most frequent cancer-related death worldwide. The survival rate of patients with gastric cancer (GC) remains fragile. There is a requirement to discover biomarkers for prognosis approaches. Helicobacter pylori in the stomach is closely associated with the progression of GC. We identified the genes associated with poor/favorable prognosis in H. pylori-induced GC. Multivariate statistical analysis was applied on the Gene Expression Omnibus (GEO) dataset GSE54397 to identify differentially expressed miRNAs (DEMs) in gastric tissues with H. pylori-induced cancer compared with the H. pylori-positive with non-cancerous tissue. A protein interaction map (PIM) was built and subjected to DEMs targets. The enriched pathways and biological processes within the PIM were identified based on substantial clusters. Thereafter, the most critical genes in the PIM were illustrated, and their prognostic impact in GC was investigated. Considering p-value less than 0.01 and |Log2 fold change| as >1, five microRNAs demonstrated significant changes among the two groups. Gene functional analysis revealed that the ubiquitination system, neddylation pathway, and ciliary process are primarily involved in H. pylori-induced GC. Survival analysis illustrated that the overexpression of DOCK4, GNAS, CTGF, TGF-b1, ESR1, SELE, TIMP3, SMARCE1, and TXNIP was associated with poor prognosis, while increased MRPS5 expression was related to a favorable prognosis in GC patients. DOCK4, GNAS, CTGF, TGF-b1, ESR1, SELE, TIMP3, SMARCE1, TXNIP, and MRPS5 may be considered prognostic biomarkers for H. pylori-induced GC. However, experimental validation is necessary in the future.

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预后生物标志物和介导幽门螺杆菌诱导胃癌的分子途径:网络生物学方法。
胃癌是世界上第二常见的癌症相关死亡。胃癌(GC)患者的生存率仍然很脆弱。有必要发现预后方法的生物标志物。胃内幽门螺杆菌与胃癌的进展密切相关。我们确定了与幽门螺杆菌诱导的GC预后不良/良好相关的基因。采用基因表达综合(GEO)数据集GSE54397进行多变量统计分析,以鉴定幽门螺杆菌诱导的胃癌组织与幽门螺杆菌阳性和非癌组织中差异表达的miRNAs (DEMs)。构建蛋白相互作用图谱(PIM),并将其置于dem靶标下。在PIM内的富集途径和生物过程是基于实质性集群确定的。随后,我们阐明了PIM中最关键的基因,并研究了它们对胃癌的预后影响。考虑p值< 0.01,Log2倍变化| >1,两组间有5个microrna发生显著变化。基因功能分析显示,在幽门螺杆菌诱导的GC中,泛素化系统、泛素化途径和纤毛过程主要参与。生存分析显示,DOCK4、GNAS、CTGF、TGF-b1、ESR1、SELE、TIMP3、SMARCE1、TXNIP过表达与预后不良相关,MRPS5表达升高与预后良好相关。DOCK4、GNAS、CTGF、TGF-b1、ESR1、SELE、TIMP3、SMARCE1、TXNIP和MRPS5可能被认为是幽门螺杆菌诱导的GC的预后生物标志物。然而,在未来,实验验证是必要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Genomics and Informatics
Genomics and Informatics Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
1.90
自引率
0.00%
发文量
0
审稿时长
12 weeks
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