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Updated: Jul 4, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Enzyme flexibility and the catalytic mechanism of farnesyltransferase: targeting the relation
Sérgio F Sousa1, Pedro A Fernandes, Maria João Ramos
1REQUIMTE, Departamento de Química, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre, 687, 4169-007 Porto, Portugal.
Abstract:
Farnesyltransferase enzyme (FTase) is an interesting target for anticancer therapy that has been the subject of particular attention over the past decade. However, despite of the thrilling achievements in the development of farnesyltransferase inhibitors (FTIs) over the past few years, the farnesylation mechanism remains, to some degree, a mystery. This work describes the application of molecular dynamics simulations to the study of enzyme flexibility in the 4 key intermediate states formed during the FTase catalytic mechanism--FTase resting state, binary complex (FTase-FPP), ternary complex (FTase-FPP-Peptide), and product complex (FTase-Product)--thereby covering the main states in the mechanistic pathway of this mysterious enzyme, while relating, dissecting, and exploring, in minute detail, the set of structural and dynamical changes taking place with FPP binding, peptide coordination and product formation. This study reveals the existence of a series of variational patterns involving the mechanistic events taking place at the active site of the enzyme, increasing in magnitude away from the active-site, demonstrating that relatively small-scale events such as substrate binding or product formation cause minor changes at the neighboring residues and corresponding helices, but ultimately induce much more dramatic effects on the more external regions of the enzyme.
Insights
Molecular dynamics simulations reveal how farnesyltransferase enzyme (FTase) flexibility changes during its catalytic mechanism. Small events at the active site cause significant structural changes in distant enzyme regions.
Area of Science:
- Biochemistry
- Enzymology
- Computational Biology
Background:
- Farnesyltransferase enzyme (FTase) is a key target in anticancer therapy.
- The precise catalytic mechanism of FTase remains incompletely understood.
- Farnesyltransferase inhibitors (FTIs) show promise, but mechanistic insights are needed.
Purpose of the Study:
- To investigate enzyme flexibility in key intermediate states of the FTase catalytic mechanism using molecular dynamics simulations.
- To elucidate structural and dynamical changes during FPP binding, peptide coordination, and product formation.
- To understand how active site events propagate to affect the entire enzyme structure.
Main Methods:
- Application of molecular dynamics (MD) simulations.
- Analysis of four key intermediate states: FTase resting state, binary complex (FTase-FPP), ternary complex (FTase-FPP-Peptide), and product complex (FTase-Product).
- Detailed examination of structural and dynamical variations at the enzyme's active site and surrounding regions.
Main Results:
- Identified variational patterns in enzyme flexibility across different catalytic states.
- Demonstrated that substrate binding and product formation induce localized changes near the active site.
- Observed significant conformational changes in external enzyme regions resulting from active site events.
Conclusions:
- Enzyme flexibility plays a crucial role in the FTase catalytic mechanism.
- Allosteric effects, initiated at the active site, significantly influence the enzyme's overall dynamics.
- Understanding these dynamics can inform the design of more effective FTIs for cancer therapy.
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