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Updated: Jan 27, 2026

A Method for Screening and Validation of Resistant Mutations Against Kinase Inhibitors
Published on: December 7, 2014
Inhibition of Oncogenic Kinases: An In Vitro Validated Computational Approach Identified Potential Multi-Target
Nazia Ikram1, Muhammad Usman Mirza2,3, Michiel Vanmeert4
1Institute of Molecular Biology and Biotechnology, The University of Lahore, 54000 Lahore, Pakistan. naxiaikram@gmail.com.
Abstract:
Tumorigenesis in humans is a multistep progression that imitates genetic changes leading to cell transformation and malignancy. Oncogenic kinases play a central role in cancer progression, rendering them putative targets for the design of anti-cancer drugs. The presented work aims to identify the potential multi-target inhibitors of oncogenic receptor tyrosine kinases (RTKs) and serine/threonine kinases (STKs). For this, chemoinformatics and structure-based virtual screening approaches were combined with an in vitro validation of lead hits on both cancerous and non-cancerous cell lines. A total of 16 different kinase structures were screened against ~739,000 prefiltered compounds using diversity selection, after which the top hits were filtered for promising pharmacokinetic properties. This led to the identification of 12 and 9 compounds against RTKs and STKs, respectively. Molecular dynamics (MD) simulations were carried out to better comprehend the stability of the predicted hit kinase-compound complexes. Two top-ranked compounds against each kinase class were tested in vitro for cytotoxicity, with compound F34 showing the most promising inhibitory activity in HeLa, HepG2, and Vero cell lines with IC50 values of 145.46 μM, 175.48 μM, and 130.52 μM, respectively. Additional docking of F34 against various RTKs was carried out to support potential multi-target inhibition. Together with reliable MD simulations, these results suggest the promising potential of identified multi-target STK and RTK scaffolds for further kinase-specific anti-cancer drug development toward combinatorial therapies.
Insights
Researchers identified novel multi-target inhibitors for oncogenic kinases, crucial in cancer progression. Compound F34 demonstrated significant anti-cancer activity, showing promise for developing new combination therapies against receptor tyrosine kinases (RTKs) and serine/threonine kinases (STKs).
Area of Science:
- Computational chemistry and drug discovery
- Oncology and molecular biology
Background:
- Tumorigenesis involves genetic changes leading to cell transformation and malignancy.
- Oncogenic kinases, including receptor tyrosine kinases (RTKs) and serine/threonine kinases (STKs), are key drivers of cancer progression.
- Targeting these kinases offers a promising strategy for anti-cancer drug development.
Purpose of the Study:
- To identify potential multi-target inhibitors for oncogenic RTKs and STKs.
- To validate lead compounds through in vitro cytotoxicity assays.
- To explore the stability and binding interactions of kinase-compound complexes using molecular dynamics simulations.
Main Methods:
- Chemoinformatics and structure-based virtual screening of approximately 739,000 compounds against 16 kinase structures.
- Filtering of top hits for favorable pharmacokinetic properties.
- In vitro validation of selected compounds on cancerous and non-cancerous cell lines, including cytotoxicity assays and molecular dynamics simulations.
Main Results:
- Identification of 12 and 9 potential inhibitors for RTKs and STKs, respectively.
- Compound F34 exhibited significant inhibitory activity across HeLa, HepG2, and Vero cell lines, with IC50 values ranging from 130.52 μM to 175.48 μM.
- Molecular dynamics simulations supported the stability of kinase-compound complexes, and docking studies suggested multi-target inhibition potential for F34.
Conclusions:
- The study successfully identified novel multi-target scaffolds for RTKs and STKs.
- Compound F34 demonstrates promising anti-cancer potential, warranting further investigation for drug development.
- These findings support the development of kinase-specific anti-cancer drugs and combinatorial therapies.
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