Evidence map›Paper›PMID 41853684›Full record

ArticleCurrent research in structural biology2026

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.

Abbas Khan, Mona A Sawali, Mohanad Shkoor, Fakhrul Hasssan, Raed M Al-Zoubi, Fahad M Alshabrmi, Sergio Crovella, Abdelali Agouni

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Article in Current research in structural biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Abbas KhanDepartment of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar.
Mona A SawaliDepartment of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar.
Mohanad ShkoorDepartment of Chemistry and Earth Sciences, College of Arts and Science, Qatar University, P.O. Box 2713, Doha, Qatar.
Fakhrul HasssanFaculty of Rehabilitation and Allied Health Sciences, Riphah International University, Islamabad, Pakistan.
Raed M Al-ZoubiSurgical Research Section, Department of Surgery, Hamad Medical Corporation, Doha, Qatar.
Fahad M AlshabrmiDepartment of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah, 51452, Saudi Arabia.
Sergio CrovellaDepartment of Biomedical Sciences, College of Health Sciences, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar.
Abdelali AgouniDepartment of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

All-atom simulationBinding free energyBTKLeukemiaMutation screeningPCA

Identifiers

PMID41853684
PMCPMC12993003

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