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Development of potent inhibitors against KRAS, its mutant G12R, allosteric and Switch-I/Switch-II site
Vikas Yadav1, Mohammad Kashif1, Swati Sharma1
1School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, 110067 India.
Abstract:
KRAS, a key member of the Ras family of GTPases, plays a crucial role in regulating cell growth, survival, and differentiation. Mutations in KRAS, such as G12R, are frequently linked to cancer, making it an important therapeutic target. Due to its smooth surface and strong nucleotide-binding affinity, KRAS has long been considered difficult to target with drugs. Recent advancements have identified new binding sites, including allosteric pockets and the Switch-I/Switch-II (SI/II) regions, which offer alternative strategies for drug development. In this study, a combination of computational techniques was used to identify potential inhibitors of KRAS and its G12R mutant. Virtual screening revealed four promising compounds NSC 374,037, NSC 655,101, V016-9984, and N060-0122 that outperformed known inhibitors such as Sotorasib in binding affinity. Molecular dynamics simulations confirmed the stability of these compounds within KRAS binding pockets, supported by favourable RMSD, RMSF, and radius of gyration values. Binding energy calculations showed that NSC 655,101 had the strongest affinity for wild-type KRAS while V016-9984 and N060-0122 were most effective at targeting the allosteric and SI/II sites respectively. Time-lagged Independent Component Analysis (TICA) provided critical insights into how these ligands modulate KRAS conformational dynamics, revealing ligand-specific effects on protein flexibility and stabilization of key conformations. These findings highlight the potential of these inhibitors as promising candidates for KRAS-targeted therapies. The results provide a strong basis for further experimental testing, bringing us closer to effective treatments for KRAS-driven cancers.
Supplementary Information:
The online version contains supplementary material available at 10.1007/s40203-025-00415-4.
Insights
New computational methods identified promising KRAS inhibitors, including NSC 655,101, V016-9984, and N060-0122, outperforming existing drugs. These compounds show potential for developing novel therapies against KRAS-driven cancers.
Area of Science:
- Biochemistry
- Computational Biology
- Pharmacology
Background:
- KRAS GTPases regulate cell growth; mutations drive cancer, making KRAS a key therapeutic target.
- KRAS's structure presents challenges for drug development, necessitating exploration of novel binding sites.
- Allosteric pockets and Switch-I/Switch-II regions offer alternative strategies for KRAS-targeted drug discovery.
Purpose of the Study:
- To identify novel small-molecule inhibitors targeting wild-type KRAS and its G12R mutant using computational approaches.
- To evaluate the binding affinity and stability of potential inhibitors against KRAS.
- To elucidate the mechanism of action by analyzing ligand-induced conformational dynamics.
Main Methods:
- Virtual screening of compound libraries against KRAS structures.
- Molecular dynamics simulations to assess inhibitor-protein complex stability.
- Binding energy calculations and Time-lagged Independent Component Analysis (TICA) for mechanistic insights.
Main Results:
- Four compounds (NSC 374,037, NSC 655,101, V016-9984, N060-0122) showed superior binding affinity compared to Sotorasib.
- NSC 655,101 exhibited strong affinity for wild-type KRAS; V016-9984 and N060-0122 targeted allosteric and SI/II sites, respectively.
- TICA revealed ligand-specific modulation of KRAS conformational dynamics and stabilization of key protein states.
Conclusions:
- Identified novel KRAS inhibitors with potential for therapeutic development.
- Computational findings provide a strong foundation for experimental validation of these compounds.
- These inhibitors represent promising candidates for effective KRAS-targeted cancer therapies.
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