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Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
Insights into scFv:drug binding using the molecular dynamics simulation and free energy calculation
Guodong Hu1, Qinggang Zhang, L Y Chen
1Department of Physics, University of Texas at San Antonio, San Antonio, TX 78249, USA. Guodong.Hu@utsa.edu
Molecular dynamics simulations reveal how single-chain variable fragments (scFvs) bind amphetamine and methamphetamine. Water presence significantly alters binding affinity, guiding the design of new treatments for methamphetamine abuse.
Area of Science:
- Computational chemistry
- Molecular modeling
- Pharmacology
Background:
- Single-chain variable fragments (scFvs) are crucial in antibody-based therapeutics.
- Understanding scFv binding mechanisms for amphetamine (AMP) and methamphetamine (METH) is vital for developing treatments for substance abuse.
Purpose of the Study:
- To investigate the binding interactions between scFvs and METH/AMP using molecular dynamics simulations.
- To elucidate the role of water molecules in the binding pocket on the binding affinity.
- To provide insights for designing improved antibodies for methamphetamine abuse treatment.
Main Methods:
- Molecular dynamics (MD) simulations were employed to study scFv:METH and scFv:AMP complexes.
- Free energy calculations were performed to quantify binding affinities.
- Structural analysis included RMSD, key atom distances, and comparison with crystallographic data.
Main Results:
- scFv binding to AMP did not significantly alter the binding pocket structure.
- Without added water, scFv:AMP exhibited stronger binding than scFv:METH, contradicting one experimental hypothesis.
- With a water molecule (scFv:AMP-H2O), binding affinity was significantly weaker than scFv:METH, supporting another experimental hypothesis.
- Specific residues (Tyr175, Tyr177) showed reduced interaction with AMP in the presence of water compared to METH.
Conclusions:
- The presence and position of water molecules critically influence the binding affinity of scFvs to METH and AMP.
- Simulation results align with experimental findings regarding the role of water in modulating binding.
- These findings offer valuable guidance for the rational design of more effective therapeutic antibodies against methamphetamine abuse.
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