Characterizing Hydropathy of Amino Acid Side Chain in a Protein Environment by Investigating the Structural Changes of Water Molecules Network
Assessing the hydropathy properties of molecules, like proteins and chemical compounds, has a crucial role in many fields of computational biology, such as drug design, biomolecular interaction, and folding prediction. Over the past decades, many descriptors were devised to evaluate the hydrophobici...
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doaj-c3c5fb9ec7ab41139662ada38cae17d12021-02-26T16:14:57ZengFrontiers Media S.A.Frontiers in Molecular Biosciences2296-889X2021-02-01810.3389/fmolb.2021.626837626837Characterizing Hydropathy of Amino Acid Side Chain in a Protein Environment by Investigating the Structural Changes of Water Molecules NetworkLorenzo Di Rienzo0Mattia Miotto1Mattia Miotto2Leonardo Bò3Giancarlo Ruocco4Giancarlo Ruocco5Domenico Raimondo6Edoardo Milanetti7Edoardo Milanetti8Center for Life Nanoscience, Istituto Italiano di Tecnologia, Rome, ItalyCenter for Life Nanoscience, Istituto Italiano di Tecnologia, Rome, ItalyDepartment of Physics, Sapienza University, Rome, ItalyCenter for Life Nanoscience, Istituto Italiano di Tecnologia, Rome, ItalyCenter for Life Nanoscience, Istituto Italiano di Tecnologia, Rome, ItalyDepartment of Physics, Sapienza University, Rome, ItalyDepartment of Molecular Medicine, Sapienza University, Rome, ItalyCenter for Life Nanoscience, Istituto Italiano di Tecnologia, Rome, ItalyDepartment of Physics, Sapienza University, Rome, ItalyAssessing the hydropathy properties of molecules, like proteins and chemical compounds, has a crucial role in many fields of computational biology, such as drug design, biomolecular interaction, and folding prediction. Over the past decades, many descriptors were devised to evaluate the hydrophobicity of side chains. In this field, recently we likewise have developed a computational method, based on molecular dynamics data, for the investigation of the hydrophilicity and hydrophobicity features of the 20 natural amino acids, analyzing the changes occurring in the hydrogen bond network of water molecules surrounding each given compound. The local environment of each residue is complex and depends on the chemical nature of the side chain and the location in the protein. Here, we characterize the solvation properties of each amino acid side chain in the protein environment by considering its spatial reorganization in the protein local structure, so that the computational evaluation of differences in terms of hydropathy profiles in different structural and dynamical conditions can be brought to bear. A set of atomistic molecular dynamics simulations have been used to characterize the dynamic hydrogen bond network at the interface between protein and solvent, from which we map out the local hydrophobicity and hydrophilicity of amino acid residues.https://www.frontiersin.org/articles/10.3389/fmolb.2021.626837/fullhydropathymolecular dynamics simulationhydrophobicitylocal structural environmentwater molecules network |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lorenzo Di Rienzo Mattia Miotto Mattia Miotto Leonardo Bò Giancarlo Ruocco Giancarlo Ruocco Domenico Raimondo Edoardo Milanetti Edoardo Milanetti |
spellingShingle |
Lorenzo Di Rienzo Mattia Miotto Mattia Miotto Leonardo Bò Giancarlo Ruocco Giancarlo Ruocco Domenico Raimondo Edoardo Milanetti Edoardo Milanetti Characterizing Hydropathy of Amino Acid Side Chain in a Protein Environment by Investigating the Structural Changes of Water Molecules Network Frontiers in Molecular Biosciences hydropathy molecular dynamics simulation hydrophobicity local structural environment water molecules network |
author_facet |
Lorenzo Di Rienzo Mattia Miotto Mattia Miotto Leonardo Bò Giancarlo Ruocco Giancarlo Ruocco Domenico Raimondo Edoardo Milanetti Edoardo Milanetti |
author_sort |
Lorenzo Di Rienzo |
title |
Characterizing Hydropathy of Amino Acid Side Chain in a Protein Environment by Investigating the Structural Changes of Water Molecules Network |
title_short |
Characterizing Hydropathy of Amino Acid Side Chain in a Protein Environment by Investigating the Structural Changes of Water Molecules Network |
title_full |
Characterizing Hydropathy of Amino Acid Side Chain in a Protein Environment by Investigating the Structural Changes of Water Molecules Network |
title_fullStr |
Characterizing Hydropathy of Amino Acid Side Chain in a Protein Environment by Investigating the Structural Changes of Water Molecules Network |
title_full_unstemmed |
Characterizing Hydropathy of Amino Acid Side Chain in a Protein Environment by Investigating the Structural Changes of Water Molecules Network |
title_sort |
characterizing hydropathy of amino acid side chain in a protein environment by investigating the structural changes of water molecules network |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Molecular Biosciences |
issn |
2296-889X |
publishDate |
2021-02-01 |
description |
Assessing the hydropathy properties of molecules, like proteins and chemical compounds, has a crucial role in many fields of computational biology, such as drug design, biomolecular interaction, and folding prediction. Over the past decades, many descriptors were devised to evaluate the hydrophobicity of side chains. In this field, recently we likewise have developed a computational method, based on molecular dynamics data, for the investigation of the hydrophilicity and hydrophobicity features of the 20 natural amino acids, analyzing the changes occurring in the hydrogen bond network of water molecules surrounding each given compound. The local environment of each residue is complex and depends on the chemical nature of the side chain and the location in the protein. Here, we characterize the solvation properties of each amino acid side chain in the protein environment by considering its spatial reorganization in the protein local structure, so that the computational evaluation of differences in terms of hydropathy profiles in different structural and dynamical conditions can be brought to bear. A set of atomistic molecular dynamics simulations have been used to characterize the dynamic hydrogen bond network at the interface between protein and solvent, from which we map out the local hydrophobicity and hydrophilicity of amino acid residues. |
topic |
hydropathy molecular dynamics simulation hydrophobicity local structural environment water molecules network |
url |
https://www.frontiersin.org/articles/10.3389/fmolb.2021.626837/full |
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