Cargando…
Balanced Force Field ff03CMAP Improving the Dynamics Conformation Sampling of Phosphorylation Site
Phosphorylation plays a key role in plant biology, such as the accumulation of plant cells to form the observed proteome. Statistical analysis found that many phosphorylation sites are located in disordered regions. However, current force fields are mainly trained for structural proteins, which migh...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9569523/ https://www.ncbi.nlm.nih.gov/pubmed/36232586 http://dx.doi.org/10.3390/ijms231911285 |
_version_ | 1784809875070517248 |
---|---|
author | Zhong, Bozitao Song, Ge Chen, Hai-Feng |
author_facet | Zhong, Bozitao Song, Ge Chen, Hai-Feng |
author_sort | Zhong, Bozitao |
collection | PubMed |
description | Phosphorylation plays a key role in plant biology, such as the accumulation of plant cells to form the observed proteome. Statistical analysis found that many phosphorylation sites are located in disordered regions. However, current force fields are mainly trained for structural proteins, which might not have the capacity to perfectly capture the dynamic conformation of the phosphorylated proteins. Therefore, we evaluated the performance of ff03CMAP, a balanced force field between structural and disordered proteins, for the sampling of the phosphorylated proteins. The test results of 11 different phosphorylated systems, including dipeptides, disordered proteins, folded proteins, and their complex, indicate that the ff03CMAP force field can better sample the conformations of phosphorylation sites for disordered proteins and disordered regions than ff03. For the solvent model, the results strongly suggest that the ff03CMAP force field with the TIP4PD water model is the best combination for the conformer sampling. Additional tests of CHARMM36m and FB18 force fields on two phosphorylated systems suggest that the overall performance of ff03CMAP is similar to that of FB18 and better than that of CHARMM36m. These results can help other researchers to choose suitable force field and solvent models to investigate the dynamic properties of phosphorylation proteins. |
format | Online Article Text |
id | pubmed-9569523 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95695232022-10-17 Balanced Force Field ff03CMAP Improving the Dynamics Conformation Sampling of Phosphorylation Site Zhong, Bozitao Song, Ge Chen, Hai-Feng Int J Mol Sci Article Phosphorylation plays a key role in plant biology, such as the accumulation of plant cells to form the observed proteome. Statistical analysis found that many phosphorylation sites are located in disordered regions. However, current force fields are mainly trained for structural proteins, which might not have the capacity to perfectly capture the dynamic conformation of the phosphorylated proteins. Therefore, we evaluated the performance of ff03CMAP, a balanced force field between structural and disordered proteins, for the sampling of the phosphorylated proteins. The test results of 11 different phosphorylated systems, including dipeptides, disordered proteins, folded proteins, and their complex, indicate that the ff03CMAP force field can better sample the conformations of phosphorylation sites for disordered proteins and disordered regions than ff03. For the solvent model, the results strongly suggest that the ff03CMAP force field with the TIP4PD water model is the best combination for the conformer sampling. Additional tests of CHARMM36m and FB18 force fields on two phosphorylated systems suggest that the overall performance of ff03CMAP is similar to that of FB18 and better than that of CHARMM36m. These results can help other researchers to choose suitable force field and solvent models to investigate the dynamic properties of phosphorylation proteins. MDPI 2022-09-25 /pmc/articles/PMC9569523/ /pubmed/36232586 http://dx.doi.org/10.3390/ijms231911285 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhong, Bozitao Song, Ge Chen, Hai-Feng Balanced Force Field ff03CMAP Improving the Dynamics Conformation Sampling of Phosphorylation Site |
title | Balanced Force Field ff03CMAP Improving the Dynamics Conformation Sampling of Phosphorylation Site |
title_full | Balanced Force Field ff03CMAP Improving the Dynamics Conformation Sampling of Phosphorylation Site |
title_fullStr | Balanced Force Field ff03CMAP Improving the Dynamics Conformation Sampling of Phosphorylation Site |
title_full_unstemmed | Balanced Force Field ff03CMAP Improving the Dynamics Conformation Sampling of Phosphorylation Site |
title_short | Balanced Force Field ff03CMAP Improving the Dynamics Conformation Sampling of Phosphorylation Site |
title_sort | balanced force field ff03cmap improving the dynamics conformation sampling of phosphorylation site |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9569523/ https://www.ncbi.nlm.nih.gov/pubmed/36232586 http://dx.doi.org/10.3390/ijms231911285 |
work_keys_str_mv | AT zhongbozitao balancedforcefieldff03cmapimprovingthedynamicsconformationsamplingofphosphorylationsite AT songge balancedforcefieldff03cmapimprovingthedynamicsconformationsamplingofphosphorylationsite AT chenhaifeng balancedforcefieldff03cmapimprovingthedynamicsconformationsamplingofphosphorylationsite |