Analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and Gō-model simulations

Abstract Background The details of the folding mechanisms have not yet been fully understood for many proteins, and it is believed that the information on the folding mechanism of a protein is encoded in its amino acid sequence. β-trefoil proteins are known to have the same 3D scaffold, namely, a th...

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Main Authors: Risako Kimura, Panyavut Aumpuchin, Shoya Hamaue, Takumi Shimomura, Takeshi Kikuchi
Format: Article
Language:English
Published: BMC 2020-04-01
Series:BMC Molecular and Cell Biology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12860-020-00271-4
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spelling doaj-1ef5f4aa13764c3ca3e7f072e7c1912d2020-11-25T03:00:41ZengBMCBMC Molecular and Cell Biology2661-88502020-04-0121111710.1186/s12860-020-00271-4Analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and Gō-model simulationsRisako Kimura0Panyavut Aumpuchin1Shoya Hamaue2Takumi Shimomura3Takeshi Kikuchi4Department of Bioinformatics, College of Life Sciences, Ritsumeikan UniversityNational Center for Genetic Engineering and Biotechnology (BIOTEC)Department of Bioinformatics, College of Life Sciences, Ritsumeikan UniversityDepartment of Bioinformatics, College of Life Sciences, Ritsumeikan UniversityDepartment of Bioinformatics, College of Life Sciences, Ritsumeikan UniversityAbstract Background The details of the folding mechanisms have not yet been fully understood for many proteins, and it is believed that the information on the folding mechanism of a protein is encoded in its amino acid sequence. β-trefoil proteins are known to have the same 3D scaffold, namely, a three-fold symmetric scaffold, despite the proteins’ low sequence identity among superfamilies. In this study, we extract an initial folding unit from the amino acid sequences of irregular β-trefoil proteins by constructing an average distance map (ADM) and utilizing inter-residue average distance statistics to determine the relative contact frequencies for residue pairs in terms of F values. We compare our sequence-based prediction results with the packing between hydrophobic residues in native 3D structures and a Gō-model simulation. Results The ADM and F-value analyses predict that the N-terminal and C-terminal regions are compact and that the hydrophobic residues at the central region can be regarded as an interaction center with other residues. These results correspond well to those of the Gō-model simulations. Moreover, our results indicate that the irregular parts in the β-trefoil proteins do not hinder the protein formation. Conserved hydrophobic residues on the β5 strand are always the interaction center of packing between the conserved hydrophobic residues in both regular and irregular β-trefoil proteins. Conclusions We revealed that the β5 strand plays an important role in β-trefoil protein structure construction. The sequence-based methods used in this study can extract the protein folding information from only amino acid sequence data, and well corresponded to 3D structure-based Gō-model simulation and available experimental results.http://link.springer.com/article/10.1186/s12860-020-00271-4β-Trefoil foldFolding mechanismInter-residue average distance statisticsConserved hydrophobic residuesGō-model simulation
collection DOAJ
language English
format Article
sources DOAJ
author Risako Kimura
Panyavut Aumpuchin
Shoya Hamaue
Takumi Shimomura
Takeshi Kikuchi
spellingShingle Risako Kimura
Panyavut Aumpuchin
Shoya Hamaue
Takumi Shimomura
Takeshi Kikuchi
Analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and Gō-model simulations
BMC Molecular and Cell Biology
β-Trefoil fold
Folding mechanism
Inter-residue average distance statistics
Conserved hydrophobic residues
Gō-model simulation
author_facet Risako Kimura
Panyavut Aumpuchin
Shoya Hamaue
Takumi Shimomura
Takeshi Kikuchi
author_sort Risako Kimura
title Analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and Gō-model simulations
title_short Analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and Gō-model simulations
title_full Analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and Gō-model simulations
title_fullStr Analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and Gō-model simulations
title_full_unstemmed Analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and Gō-model simulations
title_sort analyses of the folding sites of irregular β-trefoil fold proteins through sequence-based techniques and gō-model simulations
publisher BMC
series BMC Molecular and Cell Biology
issn 2661-8850
publishDate 2020-04-01
description Abstract Background The details of the folding mechanisms have not yet been fully understood for many proteins, and it is believed that the information on the folding mechanism of a protein is encoded in its amino acid sequence. β-trefoil proteins are known to have the same 3D scaffold, namely, a three-fold symmetric scaffold, despite the proteins’ low sequence identity among superfamilies. In this study, we extract an initial folding unit from the amino acid sequences of irregular β-trefoil proteins by constructing an average distance map (ADM) and utilizing inter-residue average distance statistics to determine the relative contact frequencies for residue pairs in terms of F values. We compare our sequence-based prediction results with the packing between hydrophobic residues in native 3D structures and a Gō-model simulation. Results The ADM and F-value analyses predict that the N-terminal and C-terminal regions are compact and that the hydrophobic residues at the central region can be regarded as an interaction center with other residues. These results correspond well to those of the Gō-model simulations. Moreover, our results indicate that the irregular parts in the β-trefoil proteins do not hinder the protein formation. Conserved hydrophobic residues on the β5 strand are always the interaction center of packing between the conserved hydrophobic residues in both regular and irregular β-trefoil proteins. Conclusions We revealed that the β5 strand plays an important role in β-trefoil protein structure construction. The sequence-based methods used in this study can extract the protein folding information from only amino acid sequence data, and well corresponded to 3D structure-based Gō-model simulation and available experimental results.
topic β-Trefoil fold
Folding mechanism
Inter-residue average distance statistics
Conserved hydrophobic residues
Gō-model simulation
url http://link.springer.com/article/10.1186/s12860-020-00271-4
work_keys_str_mv AT risakokimura analysesofthefoldingsitesofirregularbtrefoilfoldproteinsthroughsequencebasedtechniquesandgomodelsimulations
AT panyavutaumpuchin analysesofthefoldingsitesofirregularbtrefoilfoldproteinsthroughsequencebasedtechniquesandgomodelsimulations
AT shoyahamaue analysesofthefoldingsitesofirregularbtrefoilfoldproteinsthroughsequencebasedtechniquesandgomodelsimulations
AT takumishimomura analysesofthefoldingsitesofirregularbtrefoilfoldproteinsthroughsequencebasedtechniquesandgomodelsimulations
AT takeshikikuchi analysesofthefoldingsitesofirregularbtrefoilfoldproteinsthroughsequencebasedtechniquesandgomodelsimulations
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