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In Silico Approach of Glycinin and Conglycinin Chains of Soybean By-Product (Okara) Using Papain and Bromelain

This study explores utilization of a sustainable soybean by-product (okara) based on in silico approach. In silico approaches, as well as the BIOPEP database, PeptideRanker database, Peptide Calculator database (Pepcalc), ToxinPred database, and AllerTop database, were employed to evaluate the poten...

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Autores principales: Ningrum, Andriati, Wardani, Dian Wahyu, Vanidia, Nurul, Sarifudin, Achmat, Kumalasari, Rima, Ekafitri, Riyanti, Kristanti, Dita, Setiaboma, Woro, Munawaroh, Heli Siti Halimatul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9607286/
https://www.ncbi.nlm.nih.gov/pubmed/36296446
http://dx.doi.org/10.3390/molecules27206855
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author Ningrum, Andriati
Wardani, Dian Wahyu
Vanidia, Nurul
Sarifudin, Achmat
Kumalasari, Rima
Ekafitri, Riyanti
Kristanti, Dita
Setiaboma, Woro
Munawaroh, Heli Siti Halimatul
author_facet Ningrum, Andriati
Wardani, Dian Wahyu
Vanidia, Nurul
Sarifudin, Achmat
Kumalasari, Rima
Ekafitri, Riyanti
Kristanti, Dita
Setiaboma, Woro
Munawaroh, Heli Siti Halimatul
author_sort Ningrum, Andriati
collection PubMed
description This study explores utilization of a sustainable soybean by-product (okara) based on in silico approach. In silico approaches, as well as the BIOPEP database, PeptideRanker database, Peptide Calculator database (Pepcalc), ToxinPred database, and AllerTop database, were employed to evaluate the potential of glycinin and conglycinin derived peptides as a potential source of bioactive peptides. These major protein precursors have been found as protein in okara as a soybean by-product. Furthermore, primary structure, biological potential, and physicochemical, sensory, and allergenic characteristics of the theoretically released antioxidant peptides were predicted in this research. Glycinin and α subunits of β-conglycinin were selected as potential precursors of bioactive peptides based on in silico analysis. The most notable among these are antioxidant peptides. First, the potential of protein precursors for releasing bioactive peptides was evaluated by determining the frequency of occurrence of fragments with a given activity. Through the BIOPEP database analysis, there are several antioxidant bioactive peptides in glycinin and β and α subunits of β-conglycinin sequences. Then, an in silico proteolysis using selected enzymes (papain, bromelain) to obtain antioxidant peptides was investigated and then analyzed using PeptideRanker and Pepcalc. Allergenic analysis using the AllerTop revealed that all in silico proteolysis-derived antioxidant peptides are probably nonallergenic peptides. We also performed molecular docking against MPO (myeloperoxidases) for this peptide. Overall, the present study highlights that glycinin and β and α subunits of β-conglycinin could be promising precursors of bioactive peptides that have an antioxidant peptide for developing several applications.
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spelling pubmed-96072862022-10-28 In Silico Approach of Glycinin and Conglycinin Chains of Soybean By-Product (Okara) Using Papain and Bromelain Ningrum, Andriati Wardani, Dian Wahyu Vanidia, Nurul Sarifudin, Achmat Kumalasari, Rima Ekafitri, Riyanti Kristanti, Dita Setiaboma, Woro Munawaroh, Heli Siti Halimatul Molecules Article This study explores utilization of a sustainable soybean by-product (okara) based on in silico approach. In silico approaches, as well as the BIOPEP database, PeptideRanker database, Peptide Calculator database (Pepcalc), ToxinPred database, and AllerTop database, were employed to evaluate the potential of glycinin and conglycinin derived peptides as a potential source of bioactive peptides. These major protein precursors have been found as protein in okara as a soybean by-product. Furthermore, primary structure, biological potential, and physicochemical, sensory, and allergenic characteristics of the theoretically released antioxidant peptides were predicted in this research. Glycinin and α subunits of β-conglycinin were selected as potential precursors of bioactive peptides based on in silico analysis. The most notable among these are antioxidant peptides. First, the potential of protein precursors for releasing bioactive peptides was evaluated by determining the frequency of occurrence of fragments with a given activity. Through the BIOPEP database analysis, there are several antioxidant bioactive peptides in glycinin and β and α subunits of β-conglycinin sequences. Then, an in silico proteolysis using selected enzymes (papain, bromelain) to obtain antioxidant peptides was investigated and then analyzed using PeptideRanker and Pepcalc. Allergenic analysis using the AllerTop revealed that all in silico proteolysis-derived antioxidant peptides are probably nonallergenic peptides. We also performed molecular docking against MPO (myeloperoxidases) for this peptide. Overall, the present study highlights that glycinin and β and α subunits of β-conglycinin could be promising precursors of bioactive peptides that have an antioxidant peptide for developing several applications. MDPI 2022-10-13 /pmc/articles/PMC9607286/ /pubmed/36296446 http://dx.doi.org/10.3390/molecules27206855 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
Ningrum, Andriati
Wardani, Dian Wahyu
Vanidia, Nurul
Sarifudin, Achmat
Kumalasari, Rima
Ekafitri, Riyanti
Kristanti, Dita
Setiaboma, Woro
Munawaroh, Heli Siti Halimatul
In Silico Approach of Glycinin and Conglycinin Chains of Soybean By-Product (Okara) Using Papain and Bromelain
title In Silico Approach of Glycinin and Conglycinin Chains of Soybean By-Product (Okara) Using Papain and Bromelain
title_full In Silico Approach of Glycinin and Conglycinin Chains of Soybean By-Product (Okara) Using Papain and Bromelain
title_fullStr In Silico Approach of Glycinin and Conglycinin Chains of Soybean By-Product (Okara) Using Papain and Bromelain
title_full_unstemmed In Silico Approach of Glycinin and Conglycinin Chains of Soybean By-Product (Okara) Using Papain and Bromelain
title_short In Silico Approach of Glycinin and Conglycinin Chains of Soybean By-Product (Okara) Using Papain and Bromelain
title_sort in silico approach of glycinin and conglycinin chains of soybean by-product (okara) using papain and bromelain
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9607286/
https://www.ncbi.nlm.nih.gov/pubmed/36296446
http://dx.doi.org/10.3390/molecules27206855
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