Application of in silico approaches for the generation of milk protein-derived bioactive peptides

Milk protein derived peptides have numerous well-documented bioactive properties. The conventional approach for the generation, identification and validation of bioactive peptides (BAPs) has involved (i) protein hydrolysis, (ii) bioactivity screening and (iii) validation in vivo. The low potency (in...

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Main Authors: Richard J. FitzGerald, Maria Cermeño, Mohammadreza Khalesi, Thanyaporn Kleekayai, Miryam Amigo-Benavent
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Journal of Functional Foods
Subjects:
DOE
Online Access:http://www.sciencedirect.com/science/article/pii/S1756464619305602
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spelling doaj-6a1ff1174ae34a0880202cf960b01c7a2021-04-30T07:17:40ZengElsevierJournal of Functional Foods1756-46462020-01-0164103636Application of in silico approaches for the generation of milk protein-derived bioactive peptidesRichard J. FitzGerald0Maria Cermeño1Mohammadreza Khalesi2Thanyaporn Kleekayai3Miryam Amigo-Benavent4Corresponding author.; Department of Biological Sciences, University of Limerick, Limerick, IrelandDepartment of Biological Sciences, University of Limerick, Limerick, IrelandDepartment of Biological Sciences, University of Limerick, Limerick, IrelandDepartment of Biological Sciences, University of Limerick, Limerick, IrelandDepartment of Biological Sciences, University of Limerick, Limerick, IrelandMilk protein derived peptides have numerous well-documented bioactive properties. The conventional approach for the generation, identification and validation of bioactive peptides (BAPs) has involved (i) protein hydrolysis, (ii) bioactivity screening and (iii) validation in vivo. The low potency (in comparison to conventional drugs), susceptibility to breakdown during gastrointestinal transit and low intestinal permeability are key challenges in the development of highly bioactive food protein hydrolysates/peptides. However, the generation of potent and effective health enhancing hydrolysates/peptides can benefit from a range of in silico techniques including the application of structure bioactivity relationship modelling (e.g., quantitative structure activity relationship (QSAR) modelling), molecular docking and design of experiments (DOE) approaches to optimise BAP production and identification. Some examples of how these approaches have been employed in BAP discovery and generation will be outlined.http://www.sciencedirect.com/science/article/pii/S1756464619305602Bioactive peptidesDockingDOEIn silicoMilk proteinQSAR
collection DOAJ
language English
format Article
sources DOAJ
author Richard J. FitzGerald
Maria Cermeño
Mohammadreza Khalesi
Thanyaporn Kleekayai
Miryam Amigo-Benavent
spellingShingle Richard J. FitzGerald
Maria Cermeño
Mohammadreza Khalesi
Thanyaporn Kleekayai
Miryam Amigo-Benavent
Application of in silico approaches for the generation of milk protein-derived bioactive peptides
Journal of Functional Foods
Bioactive peptides
Docking
DOE
In silico
Milk protein
QSAR
author_facet Richard J. FitzGerald
Maria Cermeño
Mohammadreza Khalesi
Thanyaporn Kleekayai
Miryam Amigo-Benavent
author_sort Richard J. FitzGerald
title Application of in silico approaches for the generation of milk protein-derived bioactive peptides
title_short Application of in silico approaches for the generation of milk protein-derived bioactive peptides
title_full Application of in silico approaches for the generation of milk protein-derived bioactive peptides
title_fullStr Application of in silico approaches for the generation of milk protein-derived bioactive peptides
title_full_unstemmed Application of in silico approaches for the generation of milk protein-derived bioactive peptides
title_sort application of in silico approaches for the generation of milk protein-derived bioactive peptides
publisher Elsevier
series Journal of Functional Foods
issn 1756-4646
publishDate 2020-01-01
description Milk protein derived peptides have numerous well-documented bioactive properties. The conventional approach for the generation, identification and validation of bioactive peptides (BAPs) has involved (i) protein hydrolysis, (ii) bioactivity screening and (iii) validation in vivo. The low potency (in comparison to conventional drugs), susceptibility to breakdown during gastrointestinal transit and low intestinal permeability are key challenges in the development of highly bioactive food protein hydrolysates/peptides. However, the generation of potent and effective health enhancing hydrolysates/peptides can benefit from a range of in silico techniques including the application of structure bioactivity relationship modelling (e.g., quantitative structure activity relationship (QSAR) modelling), molecular docking and design of experiments (DOE) approaches to optimise BAP production and identification. Some examples of how these approaches have been employed in BAP discovery and generation will be outlined.
topic Bioactive peptides
Docking
DOE
In silico
Milk protein
QSAR
url http://www.sciencedirect.com/science/article/pii/S1756464619305602
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