COL1A1, COL1A2, CHN1和FN1促进肿瘤发生并作为胃癌患者诊断和生存的标志。

IF 2.2 4区 医学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yan Yichao, Li Yongbai, Liang Hailiang, Chen Dongbo, Li Bo, Abduh Murshed
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引用次数: 0

摘要

目的:结合多种生物信息学工具和实验验证,全面研究胃癌(GC)的分子格局。方法:本研究采用GSE79973数据集、limma软件包、STRING、UALCAN、GEPIA、OncoDB、cBioPortal、DAVID、TISIDB、Gene Set Cancer Analysis (GSCA)、组织样本、RT-qPCR和细胞增殖试验。结果:通过对GSE79973数据集的分析,鉴定出300个差异表达基因(DEGs),其中COL1A1、COL1A2、CHN1和FN1是关键的枢纽基因。随后通过癌症基因组图谱(TCGA)数据集的验证证实,与正常对照相比,它们在GC组织中的上调。启动子甲基化分析显示,GC组织中这些中心的甲基化水平降低,表明它们在肿瘤发生中的潜在作用。利用cbiopportal进行的突变分析显示,这些基因(尤其是FN1)经常发生突变,进一步强调了它们在GC发病机制中的重要性。生存分析表明它们与GC患者总生存率降低相关,这得到了强大预后模型发展的支持。中心相关mirna的预测和基因富集分析提供了对其调控机制和下游途径的深入了解,暗示它们参与细胞外基质重塑和细胞迁移。药物敏感性分析显示hub基因表达与药物反应之间存在相关性,RT-qPCR验证证实其在临床GC样品中表达上调。最后,功能分析证明了FN1敲除对细胞增殖、菌落形成和伤口愈合能力的影响。结论:总的来说,本研究阐明了COL1A1、COL1A2、CHN1和FN1在胃癌发病机制中的关键作用,并强调了它们作为诊断标志物和治疗靶点的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
COL1A1, COL1A2, CHN1, and FN1 Promote Tumorogenesis and Act as Markers of Diagnosis and Survival in Gastric Cancer Patients.

Objectives: This study aimed to comprehensively investigate the molecular landscape of gastric cancer (GC) by integrating various bioinformatics tools and experimental validations.

Methodology: GSE79973 dataset, limma package, STRING, UALCAN, GEPIA, OncoDB, cBioPortal, DAVID, TISIDB, Gene Set Cancer Analysis (GSCA), tissue samples, RT-qPCR, and cell proliferation assay were employed in this study.

Results: Analysis of the GSE79973 dataset identified 300 differentially expressed genes (DEGs), from which COL1A1, COL1A2, CHN1, and FN1 emerged as pivotal hub genes using protein-protein interaction network analysis. Subsequent validation across The Cancer Genome Atlas (TCGA) datasets confirmed their up-regulation in GC tissues compared to normal controls. Promoter methylation analysis revealed decreased methylation levels of these hubs in GC tissues, suggesting their potential role in tumorigenesis. Mutational analysis using cBioPortal showcased frequent mutations in these genes, particularly FN1, further highlighting their significance in GC pathogenesis. Survival analysis indicated their correlation with reduced overall survival rates among GC patients, supported by the development of a robust prognostic model. Prediction of hub-associated miRNAs and gene enrichment analysis provided insights into their regulatory mechanisms and downstream pathways, implicating their involvement in extracellular matrix remodeling and cell migration. Drug sensitivity analysis revealed correlations between hub gene expression and drug response, while RT-qPCR validation confirmed their upregulation in clinical GC samples. Finally, functional assays demonstrated the impact of FN1 knockdown on cellular proliferation, colony formation, and wound healing capacities.

Conclusion: Overall, this study elucidates the crucial role of COL1A1, COL1A2, CHN1, and FN1 in GC pathogenesis and underscores their potential as diagnostic markers and therapeutic targets.

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来源期刊
Current pharmaceutical biotechnology
Current pharmaceutical biotechnology 医学-生化与分子生物学
CiteScore
5.60
自引率
3.60%
发文量
203
审稿时长
6 months
期刊介绍: Current Pharmaceutical Biotechnology aims to cover all the latest and outstanding developments in Pharmaceutical Biotechnology. Each issue of the journal includes timely in-depth reviews, original research articles and letters written by leaders in the field, covering a range of current topics in scientific areas of Pharmaceutical Biotechnology. Invited and unsolicited review articles are welcome. The journal encourages contributions describing research at the interface of drug discovery and pharmacological applications, involving in vitro investigations and pre-clinical or clinical studies. Scientific areas within the scope of the journal include pharmaceutical chemistry, biochemistry and genetics, molecular and cellular biology, and polymer and materials sciences as they relate to pharmaceutical science and biotechnology. In addition, the journal also considers comprehensive studies and research advances pertaining food chemistry with pharmaceutical implication. Areas of interest include: DNA/protein engineering and processing Synthetic biotechnology Omics (genomics, proteomics, metabolomics and systems biology) Therapeutic biotechnology (gene therapy, peptide inhibitors, enzymes) Drug delivery and targeting Nanobiotechnology Molecular pharmaceutics and molecular pharmacology Analytical biotechnology (biosensing, advanced technology for detection of bioanalytes) Pharmacokinetics and pharmacodynamics Applied Microbiology Bioinformatics (computational biopharmaceutics and modeling) Environmental biotechnology Regenerative medicine (stem cells, tissue engineering and biomaterials) Translational immunology (cell therapies, antibody engineering, xenotransplantation) Industrial bioprocesses for drug production and development Biosafety Biotech ethics Special Issues devoted to crucial topics, providing the latest comprehensive information on cutting-edge areas of research and technological advances, are welcome. Current Pharmaceutical Biotechnology is an essential journal for academic, clinical, government and pharmaceutical scientists who wish to be kept informed and up-to-date with the latest and most important developments.
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