TY - JOUR
T1 - SPICA Force Field for Proteins and Peptides
AU - Kawamoto, Shuhei
AU - Liu, Huihui
AU - Miyazaki, Yusuke
AU - Seo, Sangjae
AU - Dixit, Mayank
AU - Devane, Russell
AU - Macdermaid, Christopher
AU - Fiorin, Giacomo
AU - Klein, Michael L.
AU - Shinoda, Wataru
N1 - Funding Information:
The authors thank Prof. S. Okazaki and Dr. Y. Andoh for sharing their all-atom configuration of polio virus capsid. This work was supported by JSPS KAKENHI (grant no. 21H01880), MEXT as “Program for Promoting Researches on the Supercomputer Fugaku” (Biomolecular dynamics and function in a living cell using atomistic and coarse-grained simulations; no. JPMXP1020200101), and by the US National Science Foundation grant CHE-1212416. Calculations were performed at the facilities of the Research Center for Computational Science, Okazaki (Project: 21-IMS-C106, 20-IMS-C029), the Institute for Solid State Physics, and the University of Tokyo and, in part, on the Fugaku computer hosted at the RIKEN Advanced Institute for Computational Science (proposal no. hp200135 and hp210177).
Publisher Copyright:
© Authors 2021
PY - 2021
Y1 - 2021
N2 - A coarse-grained (CG) model for peptides and proteins was developed as an extension of the Surface Property fItting Coarse grAined (SPICA) force field (FF). The model was designed to examine membrane proteins that are fully compatible with the lipid membranes of the SPICA FF. A preliminary version of this protein model was created using thermodynamic properties, including the surface tension and density in the SPICA (formerly called SDK) FF. In this study, we improved the CG protein model to facilitate molecular dynamics (MD) simulations with a reproduction of multiple properties from both experiments and all-atom (AA) simulations. An elastic network model was adopted to maintain the secondary structure within a single chain. The side-chain analogues reproduced the transfer free energy profiles across the lipid membrane and demonstrated reasonable association free energy (potential of mean force) in water compared to those from AA MD. A series of peptides/proteins adsorbed onto or penetrated into the membrane simulated by the CG MD correctly predicted the penetration depths and tilt angles of peripheral and transmembrane peptides/proteins as comparable to those in the orientations of proteins in membranes (OPM) database. In addition, the dimerization free energies of several transmembrane helices within a lipid bilayer were comparable to those from experimental estimation. Application studies on a series of membrane protein assemblies, scramblases, and poliovirus capsids demonstrated the good performance of the SPICA FF.
AB - A coarse-grained (CG) model for peptides and proteins was developed as an extension of the Surface Property fItting Coarse grAined (SPICA) force field (FF). The model was designed to examine membrane proteins that are fully compatible with the lipid membranes of the SPICA FF. A preliminary version of this protein model was created using thermodynamic properties, including the surface tension and density in the SPICA (formerly called SDK) FF. In this study, we improved the CG protein model to facilitate molecular dynamics (MD) simulations with a reproduction of multiple properties from both experiments and all-atom (AA) simulations. An elastic network model was adopted to maintain the secondary structure within a single chain. The side-chain analogues reproduced the transfer free energy profiles across the lipid membrane and demonstrated reasonable association free energy (potential of mean force) in water compared to those from AA MD. A series of peptides/proteins adsorbed onto or penetrated into the membrane simulated by the CG MD correctly predicted the penetration depths and tilt angles of peripheral and transmembrane peptides/proteins as comparable to those in the orientations of proteins in membranes (OPM) database. In addition, the dimerization free energies of several transmembrane helices within a lipid bilayer were comparable to those from experimental estimation. Application studies on a series of membrane protein assemblies, scramblases, and poliovirus capsids demonstrated the good performance of the SPICA FF.
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U2 - 10.1021/acs.jctc.1c01207
DO - 10.1021/acs.jctc.1c01207
M3 - Article
C2 - 35413197
AN - SCOPUS:85129039080
SN - 1549-9618
JO - Journal of Chemical Theory and Computation
JF - Journal of Chemical Theory and Computation
ER -