Literature DB >> 28760531

Structure based drug design of Pim-1 kinase followed by pharmacophore guided synthesis of quinolone-based inhibitors.

Lubna Swellmeen1, Rand Shahin2, Yusuf Al-Hiari3, Amani Alamiri4, Alaa Hasan5, Omar Shaheen6.   

Abstract

Over expression of Human phosphatidyl inositol mannoside kinases isoform 1 (Pim-1 kinase) has been reported in several leukemia and solid tumors. Our continuous interest to reveal the secrecies of the mysterious Pim-1 kinase binding pocket has led us to employ a structure based drug design procedure based on receptor-ligand pharmacophore generation protocol implemented in Discovery Studio 4.5 (DS 4.5). Subsequently, we collected 104 crystal structures of Pim-1 kinase from the Protein Data Bank (PDB) and used them to generate pharmacophores based on the anticipated co-crystallized ligand-Pim 1 kinase receptor interactions. All selected pharmacophoric features were enumerated and only those that had corresponding valuable receptor-ligand interactions were retained. This was followed by modeling all pharmacophore combinations and scoring them according to their Receiver Operating Characteristic (ROC) curve analysis parameters as well as a DS.4.5 built-in Genetic Function Algorithm (GFA) validating model. Accordingly, 111 pharmacophores resulted with acceptable ROC performances; 1XWS_2_04, 2BIK_2_06, and 1XWS_2_06 (ROC AUC value of: 0.770, 0.743 and 0.741 respectively) were the best pharmacophores. These pharmacophores were employed to guide the synthesis of new series of 7-[(2-Carboxyethyl)amino]-1-substituted-6-fluoro-8-nitro-4-oxo-1,4-dihydro-quinoline-3-carboxylic acid and their reduced 8-amino derivatives. The synthesized compounds were later evaluated for their Pim-1 kinase inhibitory potencies. Of which the most potent illustrated an IC50 value of 0.29µM against Pim-1 kinase.
Copyright © 2017 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Binding pocket; Discovery Studio; Pharmacophores; Pim 1 kinase; Quinolone; Receptor

Mesh:

Substances:

Year:  2017        PMID: 28760531     DOI: 10.1016/j.bmc.2017.07.036

Source DB:  PubMed          Journal:  Bioorg Med Chem        ISSN: 0968-0896            Impact factor:   3.641


  3 in total

1.  Reduced pim-1 expression increases chemotherapeutic drug sensitivity in human androgen-independent prostate cancer cells by inducing apoptosis.

Authors:  Xing Zhang; Yuyan Sun; Peng Wang; Changfu Yang; Shengwei Li
Journal:  Exp Ther Med       Date:  2019-08-07       Impact factor: 2.447

2.  Chemical space exploration based on recurrent neural networks: applications in discovering kinase inhibitors.

Authors:  Xuanyi Li; Yinqiu Xu; Hequan Yao; Kejiang Lin
Journal:  J Cheminform       Date:  2020-06-08       Impact factor: 5.514

Review 3.  Kinesin spindle protein inhibitors in cancer: from high throughput screening to novel therapeutic strategies.

Authors:  Rand Shahin; Salah Aljamal
Journal:  Future Sci OA       Date:  2022-02-21
  3 in total

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