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 6.01kcal/mol, respectively.
CITATION STYLE
Joshi, K., Goyal, S., Grover, S., Jamal, S., Singh, A., Dhar, P., & Grover, A. (2016). Novel group-based QSAR and combinatorial design of CK-1δ inhibitors as neuroprotective agents. BMC Bioinformatics, 17. https://doi.org/10.1186/s12859-016-1379-9
Mendeley helps you to discover research relevant for your work.