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Overcoming Resistance in Cancer Therapy: Computational Exploration of PIK3CA Mutations, Unveiling Novel Non-Toxic
Ilham Kandoussi1, Ghyzlane El Haddoumi1, Mariam Mansouri1
1Biotechnology Lab (MedBiotech), Bioinova Research Center, Rabat Medical & Pharmacy School, Mohammed V University in Rabat, Rabat, Morocco.
Abstract:
Phosphoinositide-3-kinases (PI3 K) are pivotal regulators of cell signaling implicated in various cancers. Particularly, mutations in the PIK3CA gene encoding the p110α catalytic subunit drive oncogenic signaling, making it an attractive therapeutic target. Our study conducted in silico exploration of 31 PIK3CA mutations across breast, endometrial, colon, and ovarian cancers, assessing their impacts on response to PI3Kα inhibitors and identifying potential non-toxic inhibitors and also elucidating their effects on protein stability and flexibility. Specifically, we observed significant alterations in the stability and flexibility of the PI3 K protein induced by these mutations. Through molecular docking analysis, we evaluated the binding interactions between the selected inhibitors and the PI3 K protein. The filtration of ligands involved calculating chemical descriptors, incorporating Veber and Lipinski rules, as well as IC50 values and toxicity predictions. This process reduced the initial dataset of 1394 ligands to 12 potential non-toxic inhibitors, and four reference inhibitors with significant biological activity in clinical trials were then chosen based on their physico-chemical properties. This analysis revealed Lig5's exceptional performance, exhibiting superior affinity and specificity compared to established reference inhibitors such as pictilisib. Lig5 formed robust binding interactions with the PI3 K protein, suggesting its potential as a highly effective therapeutic agent against PI3 K-driven cancers. Furthermore, molecular dynamics simulations provided valuable insights into Lig5's stability and its interactions with PI3 K over 100 ns. These simulations supported Lig5's potential as a versatile inhibitor capable of effectively targeting various mutational profiles of PI3 K, thereby mitigating issues related to resistance and toxicity commonly associated with current inhibitors.
Insights
This study identifies a novel PI3K inhibitor, Lig5, demonstrating superior efficacy and safety against PIK3CA-mutated cancers. Lig5 shows potential to overcome resistance and toxicity issues associated with current therapeutic options.
Area of Science:
- Oncology
- Biochemistry
- Computational Biology
Background:
- Phosphoinositide-3-kinases (PI3K) are crucial in cell signaling and frequently dysregulated in cancers.
- Mutations in PIK3CA, encoding the p110α catalytic subunit, are oncogenic drivers, making PI3K a key therapeutic target.
Purpose of the Study:
- To explore the impact of 31 PIK3CA mutations on PI3K inhibitor response.
- To identify novel, non-toxic PI3K inhibitors with improved efficacy and safety profiles.
- To elucidate the effects of mutations on PI3K protein stability and flexibility.
Main Methods:
- In silico analysis of 31 PIK3CA mutations.
- Molecular docking to evaluate inhibitor-protein interactions.
- Ligand filtration using physicochemical rules (Veber, Lipinski), IC50, and toxicity predictions.
- Molecular dynamics simulations (100 ns) to assess inhibitor-protein stability.
Main Results:
- Identified significant alterations in PI3K stability and flexibility due to mutations.
- Filtered 1394 ligands down to 12 potential non-toxic inhibitors.
- Lig5 demonstrated superior binding affinity and specificity compared to reference inhibitors like pictilisib.
- Molecular dynamics confirmed Lig5's stability and robust interaction with PI3K across various mutations.
Conclusions:
- Lig5 is a promising candidate for targeting PI3K-driven cancers, showing potential to overcome resistance and toxicity.
- The study highlights the importance of in silico methods in drug discovery for targeted cancer therapies.
- Lig5's versatility suggests broad applicability against diverse PIK3CA mutational profiles.
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