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Assessment of Resistance to Tyrosine Kinase Inhibitors by an Interrogation of Signal Transduction Pathways by Antibody Arrays
Published on: September 19, 2018
Cheminformatics-based identification of phosphorylated RET tyrosine kinase inhibitors for human cancer
Md Enamul Kabir Talukder1,2, Md Aktaruzzaman1,3, Noimul Hasan Siddiquee1,4
1Laboratory of Computational Biology, Biological Solution Centre, Jashore, Bangladesh.
Background:
Rearranged during transfection (RET), an oncogenic protein, is associated with various cancers, including non-small-cell lung cancer (NSCLC), papillary thyroid cancer (PTC), pancreatic cancer, medullary thyroid cancer (MTC), breast cancer, and colorectal cancer. Dysregulation of RET contributes to cancer development, highlighting the importance of identifying lead compounds targeting this protein due to its pivotal role in cancer progression. Therefore, this study aims to discover effective lead compounds targeting RET across different cancer types and evaluate their potential to inhibit cancer progression.
Methods:
This study used a range of computational techniques, including Phase database creation, high-throughput virtual screening (HTVS), molecular docking, molecular mechanics with generalized Born surface area (MM-GBSA) solvation, assessment of pharmacokinetic (PK) properties, and molecular dynamics (MD) simulations, to identify potential lead compounds targeting RET.
Results:
Initially, a high-throughput virtual screening of the ZINC database identified 2,550 compounds from a pool of 170,269. Subsequent molecular docking studies revealed 10 compounds with promising negative binding scores ranging from -8.458 to -7.791 kcal/mol. MM-GBSA analysis further confirmed the potential of four compounds to exhibit negative binding scores. MD simulations demonstrated the stability of CID 95842900, CID 137030374, CID 124958150, and CID 110126793 with the target receptors.
Conclusion:
These findings suggest that these selected four compounds have the potential to inhibit phosphorylated RET (pRET) tyrosine kinase activity and may represent promising candidates for the treatment of various cancers.
Insights
Researchers identified four novel compounds targeting the rearranged during transfection (RET) oncogene, a key driver in multiple cancers. These compounds show potential for inhibiting RET tyrosine kinase activity and could lead to new cancer treatments.
Area of Science:
- Oncology
- Computational Chemistry
- Drug Discovery
Background:
- The rearranged during transfection (RET) oncogene plays a critical role in the development and progression of various cancers, including lung, thyroid, pancreatic, breast, and colorectal cancers.
- Dysregulation of RET signaling is a significant factor in tumorigenesis, underscoring the need for targeted therapeutic strategies.
- Identifying novel compounds that can effectively inhibit RET activity is crucial for developing new cancer treatments.
Purpose of the Study:
- To discover and evaluate potential lead compounds that target the RET oncogene.
- To assess the efficacy of these compounds in inhibiting cancer progression across different cancer types.
Main Methods:
- Utilized high-throughput virtual screening (HTVS) of the ZINC database to identify initial compound candidates.
- Employed molecular docking and MM-GBSA solvation to assess binding affinities and predict compound stability.
- Conducted molecular dynamics (MD) simulations to further validate the stability of promising compounds with target receptors.
Main Results:
- HTVS identified 2,550 potential compounds from over 170,000.
- Molecular docking studies pinpointed 10 compounds with favorable binding scores.
- MM-GBSA and MD simulations confirmed the stability and potential inhibitory activity of four specific compounds (CID 95842900, CID 137030374, CID 124958150, CID 110126793).
Conclusions:
- The four identified compounds demonstrate potential for inhibiting phosphorylated RET (pRET) tyrosine kinase activity.
- These compounds represent promising candidates for the development of novel therapeutic agents against RET-driven cancers.
- Further research is warranted to explore the clinical application of these compounds in cancer treatment.
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