Virtual Screening, Docking, and Designing of New VEGF Inhibitors as Anti-cancer Agents

Q3 Pharmacology, Toxicology and Pharmaceutics Current drug discovery technologies Pub Date : 2023-10-10 DOI:10.2174/0115701638255384230920040154
Shivkant Patel, Vinay Ranjan Singh, Ashok Kumar Suman, Surabhi jain, Ashim Kumar Sen
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Abstract

Background: VEGFR-2 tyrosine kinase inhibitors are receiving a lot of attention as prospective anticancer medications in the current drug discovery process. Objective: This work aims to explore the PubChem library for novel VEGFR-2 kinase inhibitors. 1H-Indazole-containing drug AXITINIB, or AG-013736 (FDA approved), is chosen as a rational molecule for drug design. This scaffold proved its efficiency in treating cancer and other diseases as well. Methods: The present study used the virtual screening of the database, protein preparation, grid creation, and molecular docking analyses. Results: The protein was validated on different parameters like the Ramachandran plot, the ERRAT score, and the ProSA score. The Ramachandran plot revealed that 92.1% of the amino acid residues were located in the most favorable region; this was complemented by an ERRAT score (overall quality factor) of 96.24 percent and a ProSA (Z score) of -9.24 percent. The Lipinski rule of five was used as an additional filter for screening molecules. The docking results showed values of binding affinity between -14.08 and -12.34 kcal/mol. The molecule C1 showed the highest docking value of -14.08 Kcal/mol with the maximum number of strong H-bonds by -NH of pyridine to amino acid Cys104 (4.22Å), -NH of indazole to Glu108 (4.72), and Glu70 to bridge H of -NH. These interactions are similar to Axitinib docking interactions like Glu70, Cys104, and Glu102. The docking studies revealed that pi-alkyl bonds are formed with unsubstituted pyridine, whereas important H-bonds are observed with different substitutions around -NH. Based on potential findings, we designed new molecules, and molecular docking studies were performed on the same protein along with ADMET studies. The designed molecules (M1–M4) also showed comparable docking results similar to Axitinib, along with a synthetic accessibility score of less than 4.5. Conclusion: The docking method employed in this work opens up new possibilities for the design and synthesis of novel compounds that can act as VEGFR-2 tyrosine kinase inhibitors and treat cancer.
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新型VEGF抑制剂的虚拟筛选、对接与设计
背景:在当前的药物发现过程中,VEGFR-2酪氨酸激酶抑制剂作为有前景的抗癌药物受到了广泛关注。目的:本工作旨在探索PubChem库中新的VEGFR-2激酶抑制剂。含h -吲达唑的药物AXITINIB,或AG-013736 (FDA批准),被选为药物设计的合理分子。这种支架在治疗癌症和其他疾病方面也证明了它的有效性。方法:采用数据库虚拟筛选、蛋白制备、网格构建、分子对接分析等方法。结果:用Ramachandran图、ERRAT评分和ProSA评分等参数对该蛋白进行了验证。Ramachandran图显示92.1%的氨基酸残基位于最有利区域;ERRAT分数(总体质量因子)为96.24%,ProSA分数(Z分数)为- 9.24%。利平斯基五法则被用作筛选分子的额外过滤器。对接结果表明,结合亲和力在-14.08 ~ -12.34 kcal/mol之间。分子C1的对接值最高,为-14.08 Kcal/mol,吡啶的-NH与氨基酸Cys104 (4.22Å)、茚唑的-NH与Glu108(4.72)、Glu70与-NH的桥接H的强氢键数最多。这些相互作用类似于Axitinib对接相互作用,如Glu70、Cys104和Glu102。对接研究表明,未取代的吡啶形成了pi-烷基键,而-NH周围的不同取代形成了重要的氢键。基于潜在的发现,我们设计了新的分子,并在ADMET研究的同时对同一蛋白质进行了分子对接研究。设计的分子(M1-M4)也显示出与阿西替尼相似的对接结果,并且合成可达性评分小于4.5。结论:本工作采用的对接方法为设计和合成VEGFR-2酪氨酸激酶抑制剂和治疗癌症的新化合物开辟了新的可能性。
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来源期刊
Current drug discovery technologies
Current drug discovery technologies Pharmacology, Toxicology and Pharmaceutics-Drug Discovery
CiteScore
3.70
自引率
0.00%
发文量
48
期刊介绍: Due to the plethora of new approaches being used in modern drug discovery by the pharmaceutical industry, Current Drug Discovery Technologies has been established to provide comprehensive overviews of all the major modern techniques and technologies used in drug design and discovery. The journal is the forum for publishing both original research papers and reviews describing novel approaches and cutting edge technologies used in all stages of drug discovery. The journal addresses the multidimensional challenges of drug discovery science including integration issues of the drug discovery process.
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