Identification of Flavonoids as Putative ROS-1 Kinase Inhibitors Using Pharmacophore Modeling for NSCLC Therapeutics
  • Parate, Shraddha
  • Kumar, Vikas
  • Hong, Jong Chan
  • Lee, Keun Woo
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초록

Non-small cell lung cancer (NSCLC) is a lethal non-immunogenic malignancy and proto-oncogene ROS-1 tyrosine kinase is one of its clinically relevant oncogenic markers. The ROS-1 inhibitor, crizotinib, demonstrated resistance due to the Gly2032Arg mutation. To curtail this resistance, researchers developed lorlatinib against the mutated kinase. In the present study, a receptor-ligand pharmacophore model exploiting the key features of lorlatinib binding with ROS-1 was exploited to identify inhibitors against the wild-type (WT) and the mutant (MT) kinase domain. The developed model was utilized to virtually screen the TimTec flavonoids database and the retrieved drug-like hits were subjected for docking with the WT and MT ROS-1 kinase. A total of 10 flavonoids displayed higher docking scores than lorlatinib. Subsequent molecular dynamics simulations of the acquired flavonoids with WT and MT ROS-1 revealed no steric clashes with the Arg2032 (MT ROS-1). The binding free energy calculations computed via molecular mechanics/Poisson-Boltzmann surface area (MM/PBSA) demonstrated one flavonoid (Hit) with better energy than lorlatinib in binding with WT and MT ROS-1. The Hit compound was observed to bind in the ROS-1 selectivity pocket comprised of residues from the beta-3 sheet and DFG-motif. The identified Hit from this investigation could act as a potent WT and MT ROS-1 inhibitor.

키워드

ROS-1 kinasedrug resistanceNSCLCflavonoidsstructure-based pharmacophorevirtual screeningmolecular dockingmolecular dynamics simulationsMMPBSACELL LUNG-CANCERTARGETED THERAPIESCRIZOTINIBALKGENERATIONRESISTANCEPROTEINGROWTHPOTENTSELECTIVITY
제목
Identification of Flavonoids as Putative ROS-1 Kinase Inhibitors Using Pharmacophore Modeling for NSCLC Therapeutics
저자
Parate, ShraddhaKumar, VikasHong, Jong ChanLee, Keun Woo
DOI
10.3390/molecules26082114
발행일
2021-04
유형
Article
저널명
Molecules
26
8