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基于基团的新型CK-1δ抑制剂定量构效关系及组合设计作为神经保护剂

Novel group-based QSAR and combinatorial design of CK-1δ inhibitors as neuroprotective agents.

作者信息

Joshi Kopal, Goyal Sukriti, Grover Sonam, Jamal Salma, Singh Aditi, Dhar Pawan, Grover Abhinav

机构信息

Amity School of Biotechnology, Amity University, Noida, Uttar Pradesh, 201303, India.

Department of Bioscience and Biotechnology, Banasthali University, Tonk, Rajasthan, 304022, India.

出版信息

BMC Bioinformatics. 2016 Dec 22;17(Suppl 19):515. doi: 10.1186/s12859-016-1379-9.

Abstract

BACKGROUND

Tar DNA binding protein 43 (TDP-43) hyperphosphorylation, caused by Casein kinase 1 (CK-1) protein isoforms, is associated with the onset and progression of Amyotrophic Lateral Sclerosis (ALS). Among the reported isoforms and splice variants of CK-1 protein superfamily, CK-1δ is known to phosphorylate different serine and threonine sites on TDP-43 protein in vitro and thus qualifies as a potential target for ALS treatment.

RESULTS

The developed GQSAR (group based quantitative structure activity relationship) model displayed satisfactory statistical parameters for the dataset of experimentally reported N-Benzothiazolyl-2-Phenyl Acetamide derivatives. A combinatorial library of molecules was also generated and the activities were predicted using the statistically sound GQSAR model. Compounds with higher predicted inhibitory activity were screened against CK-1δ that resulted in to the potential novel leads for CK-1δ inhibition.

CONCLUSIONS

In this study, a robust fragment based QSAR model was developed on a congeneric set of experimentally reported molecules and using combinatorial library approach, a series of molecules were generated from which we report two top scoring, CK-1δ inhibitors i.e., CHC (6-benzyl-2-cyclopropyl-4-{[(4-cyclopropyl-6-ethyl-1,3-benzothiazol-2-yl)carbamoyl]methyl}j-3-fluorophenyl hydrogen carbonate) and DHC (6-benzyl-4-{[(4-cyclopropyl-6-ethyl-1,3-benzothiazol-2-yl)carbamoyl]methyl}-2-(decahydronaphthalen-1-yl)-3-hydroxyphenyl hydrogen carbonate) with binding energy of -6.11 and -6.01 kcal/mol, respectively.

摘要

背景

由酪蛋白激酶1(CK-1)蛋白亚型引起的Tar DNA结合蛋白43(TDP-43)过度磷酸化与肌萎缩侧索硬化症(ALS)的发病和进展有关。在已报道的CK-1蛋白超家族的亚型和剪接变体中,已知CK-1δ在体外可使TDP-43蛋白上的不同丝氨酸和苏氨酸位点磷酸化,因此有资格作为ALS治疗的潜在靶点。

结果

所开发的基于基团的定量构效关系(GQSAR)模型对实验报道的N-苯并噻唑基-2-苯基乙酰胺衍生物数据集显示出令人满意的统计参数。还生成了一个分子组合库,并使用具有统计学可靠性的GQSAR模型预测活性。针对CK-1δ筛选出预测抑制活性较高的化合物,从而得到了CK-1δ抑制的潜在新型先导物。

结论

在本研究中,基于一组同类的实验报道分子开发了一个强大的基于片段的QSAR模型,并使用组合库方法生成了一系列分子,从中我们报道了两种得分最高的CK-1δ抑制剂,即CHC(6-苄基-2-环丙基-4-{[(4-环丙基-6-乙基-1,3-苯并噻唑-2-基)氨基甲酰基]甲基}-3-氟苯基碳酸氢盐)和DHC(6-苄基-4-{[(4-环丙基-6-乙基-1,3-苯并噻唑-2-基)氨基甲酰基]甲基}-2-(十氢萘-1-基)-3-羟基苯基碳酸氢盐),其结合能分别为-6.11和-6.01千卡/摩尔。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/596d/5260052/7230c19c4ae8/12859_2016_1379_Fig1_HTML.jpg

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