TY - JOUR
T1 - Refinement of Docked Protein-Protein Complexes Using Repulsive Scaling Replica Exchange Simulations
AU - Siebenmorgen, Till
AU - Saremi Nanji, Yasmin
AU - Zacharias, Martin
N1 - Publisher Copyright:
© 2024. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2024
Y1 - 2024
N2 - Accurate prediction and evaluation of protein-protein complex structures is of major importance to understand the cellular interactome. Predicted complex structures based on deep learning approaches or traditional docking methods require often structural refinement and rescoring for realistic evaluation. Standard molecular dynamics (MD) simulations are time-consuming and often do not structurally improve docking solutions. Better refinement can be achieved with our recently developed replica-exchange-based scheme employing different levels of repulsive biasing between proteins in each replica simulation (RS-REMD). The bias acts specifically on the intermolecular interactions based on an increase in effective pairwise van der Waals radii without changing interactions within each protein or with the solvent. It allows for an improvement of the predicted protein-protein complex structure and simultaneous realistic free energy scoring of protein-protein complexes. The setup of RS-REMD simulations is described in detail including the application on two examples (all necessary scripts and input files can be obtained from https://gitlab.com/TillCyrill/mmib ).
AB - Accurate prediction and evaluation of protein-protein complex structures is of major importance to understand the cellular interactome. Predicted complex structures based on deep learning approaches or traditional docking methods require often structural refinement and rescoring for realistic evaluation. Standard molecular dynamics (MD) simulations are time-consuming and often do not structurally improve docking solutions. Better refinement can be achieved with our recently developed replica-exchange-based scheme employing different levels of repulsive biasing between proteins in each replica simulation (RS-REMD). The bias acts specifically on the intermolecular interactions based on an increase in effective pairwise van der Waals radii without changing interactions within each protein or with the solvent. It allows for an improvement of the predicted protein-protein complex structure and simultaneous realistic free energy scoring of protein-protein complexes. The setup of RS-REMD simulations is described in detail including the application on two examples (all necessary scripts and input files can be obtained from https://gitlab.com/TillCyrill/mmib ).
KW - Blind protein-protein docking
KW - Flexible docking refinement
KW - Molecular dynamics of protein complexes
KW - Molecular dynamics refinement
KW - Molecular dynamics-based docking
KW - Protein-protein complex formation
UR - http://www.scopus.com/inward/record.url?scp=85198433254&partnerID=8YFLogxK
U2 - 10.1007/978-1-0716-3985-6_15
DO - 10.1007/978-1-0716-3985-6_15
M3 - Article
C2 - 38987474
AN - SCOPUS:85198433254
SN - 1064-3745
VL - 2780
SP - 289
EP - 302
JO - Methods in molecular biology (Clifton, N.J.)
JF - Methods in molecular biology (Clifton, N.J.)
ER -