Cargando…

Application of a Combined Peptidomics and In Silico Approach for the Identification of Novel Dipeptidyl Peptidase-IV-Inhibitory Peptides in In Vitro Digested Pinto Bean Protein Extract

The conventional approach in bioactive peptides discovery, which includes extensive bioassay-guided fractionation and purification processes, is tedious, time-consuming and not always successful. The recently developed bioinformatics-driven in silico approach is rapid and cost-effective; however, it...

Descripción completa

Detalles Bibliográficos
Autores principales: Martini, Serena, Cattivelli, Alice, Conte, Angela, Tagliazucchi, Davide
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8929122/
https://www.ncbi.nlm.nih.gov/pubmed/35723390
http://dx.doi.org/10.3390/cimb44010011
_version_ 1784670791049150464
author Martini, Serena
Cattivelli, Alice
Conte, Angela
Tagliazucchi, Davide
author_facet Martini, Serena
Cattivelli, Alice
Conte, Angela
Tagliazucchi, Davide
author_sort Martini, Serena
collection PubMed
description The conventional approach in bioactive peptides discovery, which includes extensive bioassay-guided fractionation and purification processes, is tedious, time-consuming and not always successful. The recently developed bioinformatics-driven in silico approach is rapid and cost-effective; however, it lacks an actual physiological significance. In this study a new integrated peptidomics and in silico method, which combines the advantages of the conventional and in silico approaches by using the pool of peptides identified in a food hydrolysate as the starting point for subsequent application of selected bioinformatics tools, has been developed. Pinto bean protein extract was in vitro digested and peptides were identified by peptidomics. The pool of obtained peptides was screened by in silico analysis and structure–activity relationship modelling. Three peptides (SIPR, SAPI and FVPH) were selected as potential inhibitors of the dipeptidyl-peptidase-IV (DPP-IV) enzyme by this integrated approach. In vitro bioactivity assay showed that all three peptides were able to inhibit DPP-IV with the tetra-peptide SAPI showing the highest activity (IC50 = 57.7 μmol/L). Indeed, a new possible characteristic of peptides (i.e., the presence of an S residue at the N-terminus) able to inhibit DPP-IV was proposed.
format Online
Article
Text
id pubmed-8929122
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-89291222022-06-04 Application of a Combined Peptidomics and In Silico Approach for the Identification of Novel Dipeptidyl Peptidase-IV-Inhibitory Peptides in In Vitro Digested Pinto Bean Protein Extract Martini, Serena Cattivelli, Alice Conte, Angela Tagliazucchi, Davide Curr Issues Mol Biol Article The conventional approach in bioactive peptides discovery, which includes extensive bioassay-guided fractionation and purification processes, is tedious, time-consuming and not always successful. The recently developed bioinformatics-driven in silico approach is rapid and cost-effective; however, it lacks an actual physiological significance. In this study a new integrated peptidomics and in silico method, which combines the advantages of the conventional and in silico approaches by using the pool of peptides identified in a food hydrolysate as the starting point for subsequent application of selected bioinformatics tools, has been developed. Pinto bean protein extract was in vitro digested and peptides were identified by peptidomics. The pool of obtained peptides was screened by in silico analysis and structure–activity relationship modelling. Three peptides (SIPR, SAPI and FVPH) were selected as potential inhibitors of the dipeptidyl-peptidase-IV (DPP-IV) enzyme by this integrated approach. In vitro bioactivity assay showed that all three peptides were able to inhibit DPP-IV with the tetra-peptide SAPI showing the highest activity (IC50 = 57.7 μmol/L). Indeed, a new possible characteristic of peptides (i.e., the presence of an S residue at the N-terminus) able to inhibit DPP-IV was proposed. MDPI 2021-12-28 /pmc/articles/PMC8929122/ /pubmed/35723390 http://dx.doi.org/10.3390/cimb44010011 Text en © 2021 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
Martini, Serena
Cattivelli, Alice
Conte, Angela
Tagliazucchi, Davide
Application of a Combined Peptidomics and In Silico Approach for the Identification of Novel Dipeptidyl Peptidase-IV-Inhibitory Peptides in In Vitro Digested Pinto Bean Protein Extract
title Application of a Combined Peptidomics and In Silico Approach for the Identification of Novel Dipeptidyl Peptidase-IV-Inhibitory Peptides in In Vitro Digested Pinto Bean Protein Extract
title_full Application of a Combined Peptidomics and In Silico Approach for the Identification of Novel Dipeptidyl Peptidase-IV-Inhibitory Peptides in In Vitro Digested Pinto Bean Protein Extract
title_fullStr Application of a Combined Peptidomics and In Silico Approach for the Identification of Novel Dipeptidyl Peptidase-IV-Inhibitory Peptides in In Vitro Digested Pinto Bean Protein Extract
title_full_unstemmed Application of a Combined Peptidomics and In Silico Approach for the Identification of Novel Dipeptidyl Peptidase-IV-Inhibitory Peptides in In Vitro Digested Pinto Bean Protein Extract
title_short Application of a Combined Peptidomics and In Silico Approach for the Identification of Novel Dipeptidyl Peptidase-IV-Inhibitory Peptides in In Vitro Digested Pinto Bean Protein Extract
title_sort application of a combined peptidomics and in silico approach for the identification of novel dipeptidyl peptidase-iv-inhibitory peptides in in vitro digested pinto bean protein extract
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8929122/
https://www.ncbi.nlm.nih.gov/pubmed/35723390
http://dx.doi.org/10.3390/cimb44010011
work_keys_str_mv AT martiniserena applicationofacombinedpeptidomicsandinsilicoapproachfortheidentificationofnoveldipeptidylpeptidaseivinhibitorypeptidesininvitrodigestedpintobeanproteinextract
AT cattivellialice applicationofacombinedpeptidomicsandinsilicoapproachfortheidentificationofnoveldipeptidylpeptidaseivinhibitorypeptidesininvitrodigestedpintobeanproteinextract
AT conteangela applicationofacombinedpeptidomicsandinsilicoapproachfortheidentificationofnoveldipeptidylpeptidaseivinhibitorypeptidesininvitrodigestedpintobeanproteinextract
AT tagliazucchidavide applicationofacombinedpeptidomicsandinsilicoapproachfortheidentificationofnoveldipeptidylpeptidaseivinhibitorypeptidesininvitrodigestedpintobeanproteinextract