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Updated: Sep 25, 2026

A Bilingual Computational Workflow for Identifying Potential PLK1 Inhibitors in American Sign Language and English
Published on: April 3, 2026
Ligand-based pharmacophore modeling and molecular dynamics driven discovery of novel MEK1 inhibitors targeting KRAS
Krishna Kalaskar1, Rajasekhar Reddy Alavala1
1Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, SVKM's NMIMS University, V.L. Metha Road, Vile Parle (W), Mumbai, Maharashtra, 400056, India.
Abstract:
The KRAS oncogene, which plays a crucial role in numerous human malignancies, remains a significant challenge. It is amongst the most mutated oncogenes within human cancers, specifically in pancreatic, colorectal, and non-small cell lung cancers, where it is a key driver of cancer initiation and growth. Despite its importance, KRAS is difficult to target directly due to the absence of deep binding pockets, its high affinity for GTP/GDP, and rapid cycling between active and inactive states. Thus, an effective strategy will be to target downstream effectors of KRAS, such as MEK, PI3K, and AKT. Mitogen-activated protein kinase 1 (MEK1) emerged as a promising target. In the current study, pharmacophore models were developed via a ligand-based pharmacophore approach and validated by using the Ligand Pharmacophore Mapping tool by calculating the EF1%, EF5%, EF10%, BEDROC and GH scores. Then, pharmacophore-based virtual screening was performed for the identification of novel hit molecules. A total of 22042 novel hit molecules were obtained, further narrowed to 2430 hit molecules through ADMET and Toxicity screening. Molecular Docking studies identified three top ranked compounds, PubChem-125589749 (Rank 1), PubChem-122594448 (Rank 2) and PubChem-49842405 (Rank 3), with score -76.91, -75.54 and -75.3184 kcal/mol, respectively, whereas Avutometinib showed a score of -61.78 kcal/mol. MD simulations over 100 ns and MM-GBSA calculations show that PubChem-125589749 (Rank 1) exhibited the most favourable interaction profile and stability, followed by PubChem-49842405 (Rank 3). MM-GBSA analysis of PubChem-125589749 (Rank 1) and Rank 3 showed average ΔGbinding energy -126.19 ± 15.29 and -114.81 ± 13.33. Further extended MD simulations for 200 ns and MM-GBSA calculations confirmed the binding stability and binding energy over a longer time. The reproducibility of the MD simulations was assessed by performing an independent MD simulation of the complexes and analysing the results.
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