Glioblastoma Multiforme miRNA based Comprehensive Study to Validate Phytochemicals for Effective Treatment against Deadly Tumour through In Silico Evaluation.

Roji Begam Khan, Shikha Tiwai, Aryan Jarkharya, Archana Tiwari, Rashmi Chowdhary, Adesh Shrivastava
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Abstract

Background: Glioblastoma Multiforme (GBM) is a prevalent and deadly type of primary astrocytoma, constituting over 60% of adult brain tumors, and has a poor prognosis, with a high relapse rate within 7 months of diagnosis. Despite surgical, radiotherapy, and chemotherapy treatments, GBM remains challenging due to resistance. MicroRNA (miRNAs) control gene expression at transcriptional and post-transcriptional levels by targeting their messenger RNA (mRNA), and also contribute to the development of various neoplasms, including GBM.

Methods: The present study focuses on exploring the miRNAs-based pathogenesis of GBM and evaluating most potential plant-based therapeutic agents with in silico analysis. Gene chips were retrieved from the Gene Expression Omnibus (GEO) database, followed by the Robust- RankAggereg algorithm to determine the Differentially Expressed miRNAs (DEMs). The predicted targets were intersected with the GBM-associated genes, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis of the overlapping genes was performed. At the same time, five phytochemicals were selected for the Connectivity map (CMap), and the most efficient ones were those that had undergone molecular docking analysis to obtain the potential therapeutic agents.

Results: The hsa-miR-10b, hsa-miR-21, and hsa-miR-15b were obtained, and eight genes were found to be associated with glioma pathways; VSIG4, PROCR, PLAT, and ITGB2 were upregulated while, CAMK2B, PDE1A, GABRA1, and KCNJ6 were downregulated. The drugs Resveratrol and Quercetin were identified as the most prominent drugs.

Conclusion: These miRNAs-based drugs can be used as a curative agent for the treatment of GBM. However, in vivo, experimental data, and clinical trials are necessary to provide an alternative to conventional GBM cancer chemotherapy.

基于多形性胶质母细胞瘤 miRNA 的综合研究,通过硅学评估验证植物化学物质对致命肿瘤的有效治疗。
背景:多形性胶质母细胞瘤(GBM多形性胶质母细胞瘤(GBM)是一种常见且致命的原发性星形细胞瘤,占成人脑肿瘤的60%以上,预后不良,确诊后7个月内复发率很高。尽管采用了手术、放疗和化疗等治疗方法,但由于耐药性的存在,GBM 的治疗仍然具有挑战性。微小RNA(miRNA)通过靶向信使RNA(mRNA)在转录和转录后水平控制基因表达,也有助于包括GBM在内的各种肿瘤的发展:本研究的重点是探索基于 miRNAs 的 GBM 发病机制,并通过硅学分析评估大多数潜在的植物治疗药物。从基因表达总库(GEO)数据库中检索基因芯片,然后使用 Robust- RankAggereg 算法确定差异表达的 miRNAs(DEMs)。将预测的靶标与 GBM 相关基因进行交叉,并对重叠基因进行基因本体(GO)和京都基因组百科全书(KEGG)富集分析。同时,选择了五种植物化学物质进行连接图谱(CMap)分析,并对其中最有效的植物化学物质进行了分子对接分析,以获得潜在的治疗药物:结果:得到了 hsa-miR-10b、hsa-miR-21 和 hsa-miR-15b,并发现了 8 个与胶质瘤通路相关的基因:VSIG4、PROCR、PLAT 和 ITGB2 上调,而 CAMK2B、PDE1A、GABRA1 和 KCNJ6 下调。白藜芦醇和槲皮素被确定为最主要的药物:结论:这些基于 miRNAs 的药物可作为治疗 GBM 的药物。结论:这些基于 miRNAs 的药物可作为治疗 GBM 的药物,但还需要体内实验数据和临床试验来提供传统 GBM 癌症化疗的替代方案。
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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