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Article

Non-Classical Binding Mechanisms of Ferrocene-Modified Imatinib and Nilotinib Analogues in BCR-ABL1 Kinase Revealed by Computational Analysis

by
Rostislava Angelova
1,2,
Georgi Stavrakov
1,3,4,
Danislav S. Spassov
1,4,
Georgi Momekov
2 and
Mariyana Atanasova
1,4,*
1
Chemistry Department, Faculty of Pharmacy, Medical University of Sofia, 2 Dunav Str., 1000 Sofia, Bulgaria
2
Department of Pharmacology, Pharmacotherapy and Toxicology, Faculty of Pharmacy, Medical University of Sofia, 2 Dunav Str., 1000 Sofia, Bulgaria
3
Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, Acad. G. Bonchev Str. 9, 1113 Sofia, Bulgaria
4
Centre of Excellence in Informatics and Information and Communication Technologies, Bulgarian Academy of Sciences, Akad. Georgi Bonchev Str., Block 2 and 25A, 1113 Sofia, Bulgaria
*
Author to whom correspondence should be addressed.
Molecules 2026, 31(12), 2156; https://doi.org/10.3390/molecules31122156
Submission received: 7 May 2026 / Revised: 11 June 2026 / Accepted: 16 June 2026 / Published: 18 June 2026
(This article belongs to the Special Issue Computational Approaches for Drug and Protein Design)

Abstract

Background: Ferrocene-containing compounds have gained attention in medicinal chemistry due to their unique redox and structural properties. This study investigates ferrocene-based analogues of imatinib and nilotinib to define their binding determinants within the ABL1 kinase domain using an integrated in silico approach, in relation to their previously reported cytotoxic activity. Methods: Ligand geometries were optimized at the B3LYP/def2-TZVP level with D3(BJ) dispersion and SMD solvation. Molecular docking against ABL1 (PDB ID: 2HYY) was performed using Glide SP, validated by re-docking and enrichment screening. Docked poses were refined using MM-GBSA (Prime, VSGB 2.1/OPLS4). The most active compounds (9 and 15a), together with the inactive control 15e, were subjected to three independent 500 ns molecular dynamics simulations (Desmond, OPLS4), followed by trajectory analysis including RMSD, RMSF, radius of gyration, SASA, and polar surface area. Results: Compounds 9 and 15a maintained stable binding within the ATP-binding pocket despite lacking the canonical hinge interaction with Met318, indicating hinge-independent binding. Their binding was mainly driven by interactions with Asp381 (DFG motif) and cation–π contacts with Lys271. In contrast, the compound 15e showed unstable binding, increased conformational flexibility, reduced pocket burial, and loss of key stabilizing interactions. Active compounds also preserved stable P-loop dynamics, with Tyr253 engagement suggesting a role in loop stabilization. Compound 9 exhibited the most constrained and reproducible binding mode among all analogues. Conclusions: Ferrocene-based analogues can sustain stable ABL1 binding via non-classical interaction networks independent of hinge recognition. The clear distinction between active compounds and the inactive analogue 15e supports the robustness of the proposed binding mode and provides a structural basis for their reported cytotoxic activity. These findings support further experimental evaluation of ferrocene-containing scaffolds as potential BCR-ABL1 inhibitors.
Keywords: BCR-ABL1; chronic myeloid leukemia; ferrocene; molecular docking; molecular dynamics; MM-GBSA; tyrosine kinase inhibitors; structure-based drug design BCR-ABL1; chronic myeloid leukemia; ferrocene; molecular docking; molecular dynamics; MM-GBSA; tyrosine kinase inhibitors; structure-based drug design

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MDPI and ACS Style

Angelova, R.; Stavrakov, G.; Spassov, D.S.; Momekov, G.; Atanasova, M. Non-Classical Binding Mechanisms of Ferrocene-Modified Imatinib and Nilotinib Analogues in BCR-ABL1 Kinase Revealed by Computational Analysis. Molecules 2026, 31, 2156. https://doi.org/10.3390/molecules31122156

AMA Style

Angelova R, Stavrakov G, Spassov DS, Momekov G, Atanasova M. Non-Classical Binding Mechanisms of Ferrocene-Modified Imatinib and Nilotinib Analogues in BCR-ABL1 Kinase Revealed by Computational Analysis. Molecules. 2026; 31(12):2156. https://doi.org/10.3390/molecules31122156

Chicago/Turabian Style

Angelova, Rostislava, Georgi Stavrakov, Danislav S. Spassov, Georgi Momekov, and Mariyana Atanasova. 2026. "Non-Classical Binding Mechanisms of Ferrocene-Modified Imatinib and Nilotinib Analogues in BCR-ABL1 Kinase Revealed by Computational Analysis" Molecules 31, no. 12: 2156. https://doi.org/10.3390/molecules31122156

APA Style

Angelova, R., Stavrakov, G., Spassov, D. S., Momekov, G., & Atanasova, M. (2026). Non-Classical Binding Mechanisms of Ferrocene-Modified Imatinib and Nilotinib Analogues in BCR-ABL1 Kinase Revealed by Computational Analysis. Molecules, 31(12), 2156. https://doi.org/10.3390/molecules31122156

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