Computer-aided analysis of quercetin mechanism of overcoming docetaxel resistance in docetaxel-resistant prostate cancer.

IF 3.6 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Journal, genetic engineering & biotechnology Pub Date : 2023-04-26 DOI:10.1186/s43141-023-00498-6
Victor Omoboyede, Ochapa Ibrahim, Haruna Isiyaku Umar, Grace Ayomide Oke, Olugbenga Samson Onile, Prosper Obed Chukwuemeka
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引用次数: 1

Abstract

Background: Prostate cancer (PC) is a silent but potent killer among men. In 2018, PC accounted for more than 350, 000 death cases while more than 1.2 million cases were diagnosed. Docetaxel, a chemotherapeutic drug belonging to the taxane family of drugs, is one of the most potent drugs in combating advanced PC. However, PC cells often evolve resistance against the regimen. Hence, necessitating the search for complementary and alternative therapies. Quercetin, a ubiquitous phytocompound with numerous pharmacological properties, has been reported to reverse docetaxel resistance (DR) in docetaxel-resistant prostate cancer (DRPC). Therefore, this study aimed to explore the mechanism via which quercetin reverses DR in DRPC using an integrative functional network and exploratory cancer genomic data analyses.

Results: The putative targets of quercetin were retrieved from relevant databases, while the differentially expressed genes (DEGs) in docetaxel-resistant prostate cancer (DRPC) were identified by analysing microarray data retrieved from the Gene Expression Omnibus (GEO) database. Subsequently, the protein-protein interaction (PPI) network of the overlapping genes between the DEGs and quercetin targets was retrieved from STRING, while the hub genes, which represent the key interacting genes of the network, were identified using the CytoHubba plug-in of Cytoscape. The hub genes were further subjected to a comprehensive analysis aimed at identifying their contribution to the immune microenvironment and overall survival (OS) of PC patients, while their alterations in PC patients were also revealed. The biological roles played by the hub genes in chemotherapeutic resistance include the positive regulation of developmental process, positive regulation of gene expression, negative regulation of cell death, and epithelial cell differentiation among others.

Conclusion: Further analysis revealed epidermal growth factor receptor (EGFR) as the most pertinent target of quercetin in reversing DR in DRPC, while molecular docking simulation revealed an effective interaction between quercetin and EGFR. Ultimately, this study provides a scientific rationale for the further exploration of quercetin as a combinational therapy with docetaxel.

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多西他赛耐药前列腺癌槲皮素克服多西他赛耐药机制的计算机辅助分析。
背景:前列腺癌(PC)是男性中一种无声但有力的杀手。2018年,PC死亡病例超过35万例,确诊病例超过120万例。多西他赛是紫杉烷类药物中的一种化疗药物,是目前治疗晚期肝癌最有效的药物之一。然而,PC细胞经常进化出对治疗方案的耐药性。因此,有必要寻找补充和替代疗法。槲皮素是一种普遍存在的植物化合物,具有多种药理特性,据报道,槲皮素可以逆转多西他赛耐药前列腺癌(DRPC)的多西他赛耐药(DR)。因此,本研究旨在通过综合功能网络和探索性癌症基因组数据分析,探索槲皮素在DRPC中逆转DR的机制。结果:从相关数据库中检索到槲皮素的推测靶点,通过分析基因表达Omnibus (GEO)数据库中的微阵列数据,鉴定了多西他赛耐药前列腺癌(DRPC)的差异表达基因(DEGs)。随后,从STRING中检索到DEGs与槲皮素靶点之间重叠基因的蛋白-蛋白相互作用(PPI)网络,并利用Cytoscape的CytoHubba插件对代表该网络关键相互作用基因的枢纽基因进行鉴定。进一步对枢纽基因进行综合分析,旨在确定其对PC患者免疫微环境和总体生存(OS)的贡献,同时也揭示了它们在PC患者中的改变。枢纽基因在化疗耐药过程中发挥的生物学作用包括:正调控发育过程、正调控基因表达、负调控细胞死亡、上皮细胞分化等。结论:进一步分析发现表皮生长因子受体(EGFR)是槲皮素逆转DRPC中DR最相关的靶点,分子对接模拟显示槲皮素与EGFR之间存在有效的相互作用。最终,本研究为进一步探索槲皮素与多西紫杉醇联合治疗提供了科学依据。
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