Identification of druggable hub genes and key pathways associated with cervical cancer by protein-protein interaction analysis: An in silico study.

IF 1.6 Q3 OBSTETRICS & GYNECOLOGY
International Journal of Reproductive Biomedicine Pub Date : 2023-11-24 eCollection Date: 2023-10-01 DOI:10.18502/ijrm.v21i10.14536
Azizeh Asadzadeh, Nafiseh Ghorbani, Katayoun Dastan
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引用次数: 0

Abstract

Background: The uncontrolled growth of abnormal cells in the cervix leads to cervical cancer (CC), the fourth most common gynecologic cancer. So far, many studies have been conducted on CC; however, it is still necessary to discover the hub gene, key pathways, and the exact underlying mechanisms involved in developing this disease.

Objective: This study aims to use gene expression patterns and protein-protein interaction (PPI) network analysis to identify key pathways and druggable hub genes in CC.

Materials and methods: In this in silico analysis, 2 microarray gene expression datasets; GSE63514 (104 cancer and 24 normal samples), and GSE9750 (42 cancer and 24 normal samples) were extracted from gene expression omnibus to identify common differentially expressed genes between them. Gene ontology and Kyoto encyclopedia of genes and genomes pathway analysis were performed via the Enrichr database. STRING 12.0 database and CytoHubba plugin in Cytoscape 3.9.1 software were implemented to create and analyze the PPI network. Finally, druggable hub genes were screened.

Results: Based on the degree method, 10 key genes were known as the hub genes after the screening of PPI networks by the CytoHubba plugin. NCAPG, KIF11, TTK, PBK, MELK, ASPM, TPX2, BUB1, TOP2A, and KIF2C are the key genes, of which 5 genes (KIF11, TTK, PBK, MELK, and TOP2A) were druggable.

Conclusion: This research provides a novel vision for designing therapeutic targets in patients with CC. However, these findings should be verified through additional experiments.

通过蛋白质-蛋白质相互作用分析确定与宫颈癌相关的可药物治疗中心基因和关键通路:硅学研究
背景:宫颈中异常细胞的失控生长会导致宫颈癌(CC),这是第四大最常见的妇科癌症。迄今为止,已有许多关于宫颈癌的研究,但仍有必要发现宫颈癌的中枢基因、关键通路以及发病的确切内在机制:本研究旨在利用基因表达模式和蛋白-蛋白相互作用(PPI)网络分析来确定CC的关键通路和可药物治疗的枢纽基因:本研究从基因表达总库(gene expression omnibus)中提取了两个微阵列基因表达数据集:GSE63514(104 个癌症样本和 24 个正常样本)和 GSE9750(42 个癌症样本和 24 个正常样本),以确定它们之间常见的差异表达基因。通过 Enrichr 数据库进行基因本体和京都基因和基因组百科全书通路分析。STRING 12.0数据库和Cytoscape 3.9.1软件中的CytoHubba插件用于创建和分析PPI网络。最后,筛选出可药用的枢纽基因:结果:根据程度法,CytoHubba插件筛选出10个关键基因作为PPI网络的枢纽基因。NCAPG、KIF11、TTK、PBK、MELK、ASPM、TPX2、BUB1、TOP2A和KIF2C为关键基因,其中5个基因(KIF11、TTK、PBK、MELK和TOP2A)为可药用基因:结论:这项研究为设计CC患者的治疗靶点提供了新的视角。结论:这项研究为设计CC患者的治疗靶点提供了新的视角,但这些发现还需要通过更多的实验来验证。
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
CiteScore
2.40
自引率
7.70%
发文量
93
审稿时长
16 weeks
期刊介绍: The International Journal of Reproductive BioMedicine (IJRM), formerly published as "Iranian Journal of Reproductive Medicine (ISSN: 1680-6433)", is an international monthly scientific journal for who treat and investigate problems of infertility and human reproductive disorders. This journal accepts Original Papers, Review Articles, Short Communications, Case Reports, Photo Clinics, and Letters to the Editor in the fields of fertility and infertility, ethical and social issues of assisted reproductive technologies, cellular and molecular biology of reproduction including the development of gametes and early embryos, assisted reproductive technologies in model system and in a clinical environment, reproductive endocrinology, andrology, epidemiology, pathology, genetics, oncology, surgery, psychology, and physiology. Emerging topics including cloning and stem cells are encouraged.
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