Drug Repurposing Using Similarity-based Target Prediction, Docking Studies and Scaffold Hopping of Lefamulin

Author(s): Shikha Sharma, Shweta Sharma, Vaishali Pathak, Parwinder Kaur, Rajesh Kumar Singh*

Journal Name: Letters in Drug Design & Discovery

Volume 18 , Issue 7 , 2021


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Abstract:

Aim: To investigate and validate the potential target proteins for drug repurposing of newly FDA approved antibacterial drug.

Background: Drug repurposing is the process of assigning indications for drugs other than the one(s) that they were initially developed for. Discovery of entirely new indications from already approved drugs is highly lucrative as it minimizes the pipeline of the drug development process by reducing time and cost. In silico driven technologies have made it possible to analyze molecules for different target proteins which are not yet explored.

Objective: To analyze possible target proteins for drug repurposing of lefamulin and their validation. Also, in silico prediction of novel scaffolds from lefamulin has been performed for assisting medicinal chemists in future drug design.

Methods: A similarity-based prediction tool was employed for predicting target protein and further investigated using docking studies on PDB ID: 2V16. Besides, various in silico tools were employed for the prediction of novel scaffolds from lefamulin using scaffold hopping technique followed by evaluation with various in silico parameters viz., ADME, synthetic accessibility and PAINS.

Results: Based on the similarity and target prediction studies, renin is found as the most probable target protein for lefamulin. Further, validation studies using docking of lefamulin revealed the significant interactions of lefamulin with the binding pocket of the target protein. Also, three novel scaffolds were predicted using the scaffold hopping technique and found to be in the limit to reduce the chances of drug failure in the physiological system during the last stage approval process.

Conclusion: In the future, lefamulin may assist in the development of the renin inhibitors, and also, three possible novel scaffolds with a good pharmacokinetic profile can be developed into renin inhibitors and for bacterial infections.

Keywords: Drug repurposing, synthetic accessibility, lefamulin, in silico, renin, PAINS, ADME.

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Article Details

VOLUME: 18
ISSUE: 7
Year: 2021
Published on: 30 November, 2020
Page: [733 - 743]
Pages: 11
DOI: 10.2174/1570180817999201201113712
Price: $65

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