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Published on: May 9, 2025
Molecular Simulation Studies on the Binding Selectivity of Type-I Inhibitors in the Complexes with ROS1 versus ALK
Yuanxin Tian1, Yonghuan Yu1, Yudong Shen2
1Guangdong Provincial Key Laboratory of New Drug Screening, School of Pharmaceutical Sciences, Southern Medical University , Guangzhou, 510515, People's Republic of China.
Abstract:
ROS1 and ALK are promising targets of anticancer drugs for non-small-cell lung cancer. Since they have 49% amide acid sequence homology in the kinases domain and 77% identity at the ATP binding area, some ALK inhibitors also showed some significant responses for ROS1 in the clinical trial, such as the type-I binding inhibitor crizotinib and PF-06463922. As a newly therapeutic target, the selective ROS1 inhibitor is relatively rare. Moreover, the molecular basis for the selectivity of ROS1 versus ALK still remains unclear. In order to disclose the binding preference toward ROS1 over ALK and to aid the design of selective ROS1 inhibitors, the specific interactions and difference of conformational changes in the dual and selective ROS1/ALK inhibitors systems were investigated by molecular dynamics (MD) simulation and principle component analysis (PCA) in our work. Afterward, binding free energies (MM/GBSA) and binding free energies decomposition analysis indicated that the dominating effect of Van der Waals interaction drives the specific binding process of the type-I inhibitor, and residues of the P-loop and the DFG motif would play an important role in selectivity. On the basis of the modeling results, the new designed compound 14c was verified as a selective ROS1 inhibitor versus ALK, and SMU-B was a dual ROS1/ALK inhibitor by the kinase inhibitory study. These results are expected to facilitate the discovery and rational design of novel and specific ROS1 inhibitors.
Insights
Researchers explored the molecular basis for selective ROS1 inhibition over ALK, crucial for non-small cell lung cancer treatment. Molecular dynamics simulations revealed Van der Waals interactions and specific protein residues drive selectivity, aiding new drug design.
Area of Science:
- Oncology
- Structural Biology
- Computational Chemistry
Background:
- ROS1 and ALK are key targets in non-small cell lung cancer (NSCLC).
- Existing ALK inhibitors show some efficacy against ROS1 due to sequence homology.
- Selective ROS1 inhibitors are scarce, and the basis for ROS1/ALK selectivity is unclear.
Purpose of the Study:
- To elucidate the molecular mechanisms underlying ROS1 selectivity over ALK.
- To guide the rational design of novel, selective ROS1 inhibitors for NSCLC therapy.
Main Methods:
- Molecular dynamics (MD) simulations to analyze conformational changes.
- Principal component analysis (PCA) for dynamic behavior assessment.
- Molecular mechanics with generalized Born surface area (MM/GBSA) for binding free energy calculations.
Main Results:
- Van der Waals interactions are identified as the primary driver for selective ROS1 binding.
- Specific residues in the P-loop and DFG motif are crucial for achieving ROS1/ALK selectivity.
- Compound 14c demonstrated selective ROS1 inhibition, while SMU-B showed dual ROS1/ALK inhibition.
Conclusions:
- Understanding the molecular interactions driving selectivity is key for designing targeted cancer therapies.
- The study provides a foundation for developing next-generation selective ROS1 inhibitors.
- Computational methods combined with experimental validation accelerate drug discovery for NSCLC.
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