Tan Chun Hoe, Lim Siew Huah, Sim Kae Shin
Department of Biotechnology, School of Nursing and Applied Sciences, Lincoln University College, Selangor, Malaysia.
Department of Chemistry, Faculty of Science, Universiti Malaya, 50603, Kuala Lumpur, Malaysia.
Biochem Genet. 2025 Jan 30. doi: 10.1007/s10528-025-11041-2.
Colorectal cancer (CRC) is the third most deadly cancer diagnosed in both men and women. 5-Fluorouracil (5-FU) treatment frequently causes the CRC cells to become chemoresistance, which has a negative impact on prognosis. Using bioinformatic techniques, this work describes important genes and biological pathways linked to 5-FU resistance in CRC cells. In our studies, a 5-FU-resistant HCT 116 cell line exhibiting elevated TYMS was created and validated using various tests. Bioinformatic studies were conducted to determine which differentially expressed genes (DEGs) were responsible for the establishment of 5-FU resistance in the same cell line. After screening 3949 DEGs from the two public datasets (GSE196900 and GSE153412), 471 overlapping DEGs in 5-FU-resistant HCT 116 cells were chosen. These overlapping DEGs were used to build the PPI network, and a major cluster module containing 21 genes was found. Subsequently, using three topological analysis algorithms, 10 hub genes were identified, which included HLA-DRA, HLA-DRB1, CXCR4, MMP9, CDH1, SMAD3, VIM, SYK, ZEB1, and SELL. Their roles were ascertained by utilizing Gene Ontology keywords and pathway enrichment studies. Our results also demonstrated that the miRNA and transcription factors (TFs) that had the strongest connection with the hub genes were hsa-mir-26a-5p, hsa-mir-30a-5p, RELA, and NFKB1. Ultimately, 84 FDA-approved drugs that target those hub genes were found to potentially treat 5-FU resistance CRC. Our research's findings increase our understanding of the fundamental factors that contribute to the prevalence of 5-FU resistance CRC, which could ultimately assist in the identification of valuable malignancy biomarkers and targeted treatment approaches based on key regulatory pathways.
结直肠癌(CRC)是男性和女性中诊断出的第三大致命癌症。5-氟尿嘧啶(5-FU)治疗经常导致CRC细胞产生化学抗性,这对预后有负面影响。利用生物信息学技术,这项工作描述了与CRC细胞中5-FU抗性相关的重要基因和生物学途径。在我们的研究中,创建了一个TYMS升高的5-FU抗性HCT 116细胞系,并使用各种测试进行了验证。进行生物信息学研究以确定哪些差异表达基因(DEG)导致了同一细胞系中5-FU抗性的建立。从两个公共数据集(GSE196900和GSE153412)筛选出3949个DEG后,选择了5-FU抗性HCT 116细胞中471个重叠的DEG。这些重叠的DEG用于构建蛋白质-蛋白质相互作用(PPI)网络,并发现了一个包含21个基因的主要聚类模块。随后,使用三种拓扑分析算法,鉴定出10个枢纽基因,包括HLA-DRA、HLA-DRB1、CXCR4、MMP9、CDH1、SMAD3、VIM、SYK、ZEB1和SELL。通过使用基因本体论关键词和通路富集研究确定了它们的作用。我们的结果还表明,与枢纽基因联系最紧密的微小RNA(miRNA)和转录因子(TF)是hsa-mir-26a-5p、hsa-mir-30a-5p、RELA和NFKB1。最终,发现84种针对这些枢纽基因的FDA批准药物可能治疗5-FU抗性CRC。我们研究的结果增进了我们对导致5-FU抗性CRC普遍存在的基本因素的理解,这最终可能有助于识别有价值的恶性生物标志物和基于关键调控途径的靶向治疗方法。