Atom Based 3D-QSAR, Molecular Docking and Density Functional Theory Approaches to Identify Novel JNK-1 Inhibitor.

IF 1.6 4区 医学 Q4 BIOCHEMICAL RESEARCH METHODS
Ramanathan Shylaja, Rengarajan Kavitha, Chandrasekaran Meganathan
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引用次数: 1

Abstract

Aim and objective: C-Jun-N-terminal kinase -1 (JNK -1) is a seriene/threonine kinase protein and a member of mitogen activated protein family (MAP- Kinase). The activation of JNK-1 leads to cell proliferation, cell death, DNA repair and metabolism. In our study we aim in creating a novel JNK-1 inhibitor.

Material and method: Various computational techniques like 3D-atom based QSAR analysis; pharmacophore based virtual screening; molecular docking and Density functional theory approaches are utilised to obtain novel JNK-1 inhibitor.

Result: Pharmacophores with pharmacophoric features as two hydrogen bond acceptors (A), one hydrogen bond donor (D), one hydrophobic (H) and one aromatic ring (R) are generated. Amongst the generated pharmacophore hypothesis, AADHR.6 was found to have good survival score of 3.214 and is used to derive atom based 3D - QSAR model. The obtained 3D - QSAR model has excellent squared correlation coefficient value (R2= 0.9272) and a good fisher ratio (F= 273.9). The reliability and robustness of the chosen model is validated both internally and externally to obtain good statistical results. The model AADHR.6 is used in virtual screening of Zinc and NCI databases for potential inhibitors. Resulting hit compounds from virtual screening are then subjected to docking and Density Functional Theory (DFT) studies.

Conclusion: Both docking and DFT studies brings out two lead compounds with good inhibitory activity against the receptor. Thus the work presents a novel JNK - 1 inhibitor that can serve as potential therapeutics for the treatment of various diseases associated with abnormal JNK -1 functioning.

基于原子3D-QSAR,分子对接和密度泛函理论的方法鉴定新的JNK-1抑制剂。
目的和目的:c - jun - n-末端激酶-1 (JNK -1)是一种丝氨酸/苏氨酸激酶蛋白,是丝裂原活化蛋白家族(MAP- kinase)的成员。JNK-1的激活导致细胞增殖、细胞死亡、DNA修复和代谢。在我们的研究中,我们的目标是创造一种新的JNK-1抑制剂。材料和方法:各种计算技术,如基于3d原子的QSAR分析;基于药效团的虚拟筛选;利用分子对接和密度泛函理论方法获得新型JNK-1抑制剂。结果:生成了两个氢键受体(A)、一个氢键供体(D)、一个疏水分子(H)和一个芳香环(R)具有药效特性的药效团。在生成的药效团假说中,发现AADHR.6具有良好的生存评分3.214,并用于推导基于原子的3D - QSAR模型。所得3D - QSAR模型具有良好的平方相关系数值(R2= 0.9272)和良好的fisher比(F= 273.9)。对所选模型的可靠性和鲁棒性进行了内部和外部验证,获得了良好的统计结果。AADHR.6模型用于锌和NCI数据库中潜在抑制剂的虚拟筛选。通过虚拟筛选得到的命中化合物然后进行对接和密度泛函理论(DFT)研究。结论:对接和DFT研究均获得了两种对受体具有良好抑制活性的先导化合物。因此,这项工作提出了一种新的JNK -1抑制剂,可以作为治疗与JNK -1功能异常相关的各种疾病的潜在疗法。
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来源期刊
CiteScore
3.10
自引率
5.60%
发文量
327
审稿时长
7.5 months
期刊介绍: Combinatorial Chemistry & High Throughput Screening (CCHTS) publishes full length original research articles and reviews/mini-reviews dealing with various topics related to chemical biology (High Throughput Screening, Combinatorial Chemistry, Chemoinformatics, Laboratory Automation and Compound management) in advancing drug discovery research. Original research articles and reviews in the following areas are of special interest to the readers of this journal: Target identification and validation Assay design, development, miniaturization and comparison High throughput/high content/in silico screening and associated technologies Label-free detection technologies and applications Stem cell technologies Biomarkers ADMET/PK/PD methodologies and screening Probe discovery and development, hit to lead optimization Combinatorial chemistry (e.g. small molecules, peptide, nucleic acid or phage display libraries) Chemical library design and chemical diversity Chemo/bio-informatics, data mining Compound management Pharmacognosy Natural Products Research (Chemistry, Biology and Pharmacology of Natural Products) Natural Product Analytical Studies Bipharmaceutical studies of Natural products Drug repurposing Data management and statistical analysis Laboratory automation, robotics, microfluidics, signal detection technologies Current & Future Institutional Research Profile Technology transfer, legal and licensing issues Patents.
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