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In Silico Identification of Putative Allosteric Pockets and Inhibitors for the KRASG13D-SOS1 Complex in Cancer
Zehra Sarica1, Ozge Kurkcuoglu2, Fethiye Aylin Sungur1
1Computational Science and Engineering Division, Informatics Institute, Istanbul Technical University, Istanbul 34469, Türkiye.
Abstract:
RAS mutations occur in about 30% of human cancers, leading to enhanced RAS signaling and tumor growth. KRAS is the most commonly mutated oncogene in human tumors, especially lung, pancreatic, and colorectal cancers. Direct targeting of KRAS is difficult due to its highly conserved sequence; but, its complex with the guanine nucleotide exchange factor Son of Sevenless (SOS) 1 promises an attractive target for inhibiting RAS-mediated signaling. Here, we first revealed putative allosteric binding sites of the SOS1, KRASG12C-SOS1 complex, and the ternary KRASG13D-SOS1 complex structures using two network-based models, the essential site scanning analysis and the residue interaction network model. The results enabled us to identify two new putative allosteric pockets for the ternary KRASG13D-SOS1 complex. These were then screened together with the known ligand binding site against the natural compounds in the InterBioScreen (IBS) database using the Glide software package developed by Schrödinger, Inc. The docking poses of seven hit compounds were assessed using 400 ns long molecular dynamics (MD) simulations with two independent replicas using Desmond, coupled with thermal MM-GBSA calculations for the estimation of the binding free energy values. The structural skeleton of the seven proposed compounds consists of different functional groups and heterocyclic rings that possess anti-cancer activity and exhibit persistent interactions with key residues in binding pockets throughout the MD simulations. STOCK1N-09823 was determined as the most promising hit that promoted the disruption of the interactions R73 (chain A)/N879 and R73 (chain A)/Y884, which are key for SOS1-mediated KRAS activation.
Insights
Researchers identified new potential drug targets on the Son of Sevenless (SOS) 1 protein to inhibit RAS signaling in cancer. A natural compound, STOCK1N-09823, showed promise in disrupting key interactions for KRAS activation.
Area of Science:
- Oncology
- Structural Biology
- Computational Chemistry
Background:
- RAS mutations are prevalent in human cancers, driving tumor growth through enhanced signaling pathways.
- KRAS is a key oncogene frequently mutated in lung, pancreatic, and colorectal cancers.
- Directly targeting KRAS is challenging; however, its interaction with Son of Sevenless (SOS) 1 presents a viable therapeutic target.
Purpose of the Study:
- To identify novel allosteric binding sites on the SOS1 protein, particularly in complex with KRAS.
- To screen natural compounds for their potential to inhibit KRAS-SOS1 interactions.
- To evaluate the efficacy of identified compounds in disrupting the KRAS-SOS1 complex.
Main Methods:
- Utilized network-based models (essential site scanning, residue interaction network) to reveal allosteric binding sites in KRAS-SOS1 complexes.
- Screened the InterBioScreen (IBS) database against identified pockets using Glide docking.
- Performed molecular dynamics (MD) simulations and MM-GBSA calculations to assess binding free energy and stability of hit compounds.
Main Results:
- Identified two novel allosteric pockets in the KRASG13D-SOS1 complex.
- Screening yielded seven hit compounds with anti-cancer properties and persistent interactions with key residues.
- STOCK1N-09823 emerged as the most promising compound, disrupting critical R73/N879 and R73/Y884 interactions essential for SOS1-mediated KRAS activation.
Conclusions:
- The study successfully identified novel allosteric sites on SOS1 for potential therapeutic intervention in RAS-driven cancers.
- STOCK1N-09823 demonstrates significant potential as an inhibitor by disrupting the KRAS-SOS1 interaction crucial for oncogenic signaling.
- These findings offer a promising new avenue for developing targeted therapies against KRAS-mutated cancers.
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