Discovery of small molecule modulators targeting β-catenin interactions using molecular docking and molecular dynamics strategy

IF 0.2 Q4 Biochemistry, Genetics and Molecular Biology
Shanthi Veerappapillai, Aman Hussain
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引用次数: 0

Abstract

The rapid activation of signaling pathways is the primary factor responsible for the progression of serious malignancies. Particularly, overexpression of β-catenin is one of the preventative oncogenic biomarkers that is widely present in many tumor types. Therefore, we have designed an integrated pharmacophore strategy to discover the potential inhibitor against β-catenin. Primarily, the ligand-, energy-optimized and the receptor cavity-based pharmacophore hypothesis AAHHR, ADR and ANNNRRR were constructed to screen the active molecules from the database. In order to improve the screening efficacy, the resultant molecules were scrutinized by integrating the results obtained through docking and MM/GBSA calculations. Further, the common hit molecules were subjected to a pharmacokinetic and toxicity study which resulted in two potent β-catenin inhibitors: BAS03014832 and BAS01077671. The existence of thiazole and pyrazole moiety is responsible for the anti-neoplastic activity of these molecules. Finally, a deep neural network technique was used to assess the inhibitory action of these compounds across 66 colorectal cancer cell lines. Overall, the results of our study portray a pathway for the experimental biologist in developing selective β-catenin inhibitors.
利用分子对接和分子动力学策略发现靶向β-连环蛋白相互作用的小分子调节剂
信号通路的快速激活是严重恶性肿瘤发展的主要因素。特别是,β-catenin的过度表达是广泛存在于许多肿瘤类型中的预防性致癌生物标志物之一。因此,我们设计了一个综合药效团策略来发现潜在的β-catenin抑制剂。首先构建了配体、能量优化和受体空腔药效团假说AAHHR、ADR和ANNNRRR,从数据库中筛选活性分子。为了提高筛选效果,将对接结果与MM/GBSA计算相结合,对所得分子进行筛选。此外,常见的命中分子进行了药代动力学和毒性研究,产生了两种有效的β-catenin抑制剂:BAS03014832和BAS01077671。噻唑和吡唑基团的存在是这些分子具有抗肿瘤活性的原因。最后,使用深度神经网络技术评估这些化合物对66种结直肠癌细胞系的抑制作用。总的来说,我们的研究结果为实验生物学家开发选择性β-catenin抑制剂描绘了一条途径。
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来源期刊
Research Journal of Biotechnology
Research Journal of Biotechnology 工程技术-生物工程与应用微生物
CiteScore
0.60
自引率
0.00%
发文量
192
审稿时长
1.5 months
期刊介绍: We invite you to contribute Research Papers / Short Communications / Review Papers: -In any field of Biotechnology, Biochemistry, Microbiology and Industrial Microbiology, Soil Technology, Agriculture Biotechnology. -in any field related to Food Biotechnology, Nutrition Biotechnology, Genetic Engineering and Commercial Biotechnology. -in any field of Biotechnology related to Drugs and Pharmaceutical products for human beings, animals and plants. -in any field related to Environmental Biotechnolgy, Waste Treatment of Liquids, Soilds and Gases; Sustainability. -in inter-realted field of Chemical Sciences, Biological Sciences, Environmental Sciences and Life Sciences. -in any field related to Biotechnological Engineering, Industrial Biotechnology and Instrumentation. -in any field related to Nano-technology. -in any field related to Plant Biotechnology.
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