Computational hybrid framework integrating clinical-mutation profiling and physics-based simulations to predict structural tolerance of Bruton tyrosine kinase (BTK) and sustained ARQ 531 binding

Bruton tyrosine kinase (BTK) is a non-receptor tyrosine kinase crucial for relaying signals from the B cell antigen receptor (BCR) in cancerous B lymphocytes. It has been reported that mutations in this protein cause resistance to various covalent and non-covalent drugs. Therefore, we employed a computational genomic mutation screening strategy, combined with molecular simulation, to assess the impact of clinical substitutions on the structure and binding of ARQ 531(Nemtabrutinib), the most potent BTK inhibitor. Using various machine learning algorithms, 62 clinical mutations were identified as deleterious among the 82, while 11 were classified as highly destabilizing using graph signature-based methods. We selected the top mutations that are deleterious and highly destabilizing, which include L408P, Y476D, M477R, C481R, C481Y, and L542P. Molecular docking analysis revealed no significant variations in the bonding network, while molecular simulation results revealed local changes only in the dynamic behavior. The resemblance to the wild type and mutants in certain PCs (principal components) implies that specific structural aspects or dynamics remain preserved despite the mutation, and the single energetic minimum indicates a robust and dominant structural state, reinforcing that these mutations affect the protein locally but not globally. Finally, the total binding free energy (TBE) calculations revealed that ARQ531 exhibits broadly conserved binding energetics across clinically observed BTK mutants, with select variants (notably C481 substitutions) showing moderately enhanced stabilization relative to the wild type. These findings confirm that ARQ 531 remains a significant investigational therapy specifically for overcoming drug resistance in multiple leukemias and B-cell malignancies and can serve as a starting point for designing more robust and effective BTK inhibitors.

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Publication Details

Journal
Current Research in Structural Biology
Published
2026-02-27
DOI
https://doi.org/10.1016/j.crstbi.2026.100186
Primary Topic
HER2/EGFR in Cancer Research
Type
article
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article

Computational hybrid framework integrating clinical-mutation profiling and physics-based simulations to predict structural tolerance of Bruton tyrosine kinase (BTK) and sustained ARQ 531 binding

Raed Al-Zoubi, Fahad M. Alshabrmi, Mohanad Shkoor, Mona A. Sawali et al.
Current Research in Structural Biology
HER2/EGFR in Cancer Research
article

Computational hybrid framework integrating clinical-mutation profiling and physics-based simulations to predict structural tolerance of Bruton tyrosine kinase (BTK) and sustained ARQ 531 binding

Raed Al-Zoubi, Fahad M. Alshabrmi, Mohanad Shkoor, Mona A. Sawali, Abdelali Agouni, Fakhrul Hasssan, Abbas Khan
article en

Abstract

Bruton tyrosine kinase (BTK) is a non-receptor tyrosine kinase crucial for relaying signals from the B cell antigen receptor (BCR) in cancerous B lymphocytes. It has been reported that mutations in this protein cause resistance to various covalent and non-covalent drugs. Therefore, we employed a computational genomic mutation screening strategy, combined with molecular simulation, to assess the impact of clinical substitutions on the structure and binding of ARQ 531(Nemtabrutinib), the most potent BTK inhibitor. Using various machine learning algorithms, 62 clinical mutations were identified as deleterious among the 82, while 11 were classified as highly destabilizing using graph signature-based methods. We selected the top mutations that are deleterious and highly destabilizing, which include L408P, Y476D, M477R, C481R, C481Y, and L542P. Molecular docking analysis revealed no significant variations in the bonding network, while molecular simulation results revealed local changes only in the dynamic behavior. The resemblance to the wild type and mutants in certain PCs (principal components) implies that specific structural aspects or dynamics remain preserved despite the mutation, and the single energetic minimum indicates a robust and dominant structural state, reinforcing that these mutations affect the protein locally but not globally. Finally, the total binding free energy (TBE) calculations revealed that ARQ531 exhibits broadly conserved binding energetics across clinically observed BTK mutants, with select variants (notably C481 substitutions) showing moderately enhanced stabilization relative to the wild type. These findings confirm that ARQ 531 remains a significant investigational therapy specifically for overcoming drug resistance in multiple leukemias and B-cell malignancies and can serve as a starting point for designing more robust and effective BTK inhibitors.

Current Research in Structural BiologyVol. 11
Qassim University (SA), Jordan University of Science and Technology (JO), Riphah International University (PK), Hamad Medical Corporation (QA), Qatar University (QA)
Openalex Percentile: Top 40%
HER2/EGFR in Cancer Research
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