Quantitative Structure-Activity Relationship Model to Predict Antioxidant Effects of the Peptide Fraction Extracted from a Co-Culture System of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i>

In this study, the antioxidant components in co-culture of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i> (3:1 ratio) were confirmed as trypsin-hydrolyzed peptides (EHPs). The EHPs were composed of 836 different peptides with molecular weights ranging from 639 to...

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Main Authors: Huifan Liu, Sufen Li, Yuming Zhong, Jianliang Liu, Hui Liu, Jian Cheng, Lukai Ma, Yuqing Huang, Xuanyi Cai, Haijun Liu, Jiantong Zheng, Zhongai Su, Qin Wang
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Marine Drugs
Subjects:
Online Access:https://www.mdpi.com/1660-3397/17/11/633
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spelling doaj-0438032804554766a4f9527277204fd72020-11-25T01:55:55ZengMDPI AGMarine Drugs1660-33972019-11-01171163310.3390/md17110633md17110633Quantitative Structure-Activity Relationship Model to Predict Antioxidant Effects of the Peptide Fraction Extracted from a Co-Culture System of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i>Huifan Liu0Sufen Li1Yuming Zhong2Jianliang Liu3Hui Liu4Jian Cheng5Lukai Ma6Yuqing Huang7Xuanyi Cai8Haijun Liu9Jiantong Zheng10Zhongai Su11Qin Wang12Zhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaZhongkai University of Agriculture and Engineering, Guangzhou, Guangdong 510225, ChinaIn this study, the antioxidant components in co-culture of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i> (3:1 ratio) were confirmed as trypsin-hydrolyzed peptides (EHPs). The EHPs were composed of 836 different peptides with molecular weights ranging from 639 to 3531 Da and were mainly composed of hydrophobic amino acids (48.1%). These peptides showed remarkable protective effects against oxidative stress in HepG2, which may be attributed to their structures. Furthermore, the mRNA and protein levels of nuclear factor erythroid 2-related factor 2 (Nrf2) were significantly lower in the peptide-treated group than in the control group, suggesting that the antioxidant enzyme-coding genes were not activated. The EC<sub>50</sub> value of three peptides in the EHPs were in the order of AGYSPIGFVR (0.04 &#177; 0.002 mg/mL) &gt; VLDELTLAR (0.09 &#177; 0.001 mg/mL) &gt; LFDPVYLFDQG (0.41 &#177; 0.03 mg/mL); these results agreed with the prediction of the model (<i>R</i><sup>2</sup> &gt; 0.9, Q<sup>2</sup> &gt; 0.5). Thus, EHPs show potential as potent new antioxidant agents.https://www.mdpi.com/1660-3397/17/11/633<i>chlorella pyrenoidosa</i><i>yarrowia lipolytica</i>enzymatic hydrolysis peptideshepg2quantitative structure–activity relationship model
collection DOAJ
language English
format Article
sources DOAJ
author Huifan Liu
Sufen Li
Yuming Zhong
Jianliang Liu
Hui Liu
Jian Cheng
Lukai Ma
Yuqing Huang
Xuanyi Cai
Haijun Liu
Jiantong Zheng
Zhongai Su
Qin Wang
spellingShingle Huifan Liu
Sufen Li
Yuming Zhong
Jianliang Liu
Hui Liu
Jian Cheng
Lukai Ma
Yuqing Huang
Xuanyi Cai
Haijun Liu
Jiantong Zheng
Zhongai Su
Qin Wang
Quantitative Structure-Activity Relationship Model to Predict Antioxidant Effects of the Peptide Fraction Extracted from a Co-Culture System of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i>
Marine Drugs
<i>chlorella pyrenoidosa</i>
<i>yarrowia lipolytica</i>
enzymatic hydrolysis peptides
hepg2
quantitative structure–activity relationship model
author_facet Huifan Liu
Sufen Li
Yuming Zhong
Jianliang Liu
Hui Liu
Jian Cheng
Lukai Ma
Yuqing Huang
Xuanyi Cai
Haijun Liu
Jiantong Zheng
Zhongai Su
Qin Wang
author_sort Huifan Liu
title Quantitative Structure-Activity Relationship Model to Predict Antioxidant Effects of the Peptide Fraction Extracted from a Co-Culture System of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i>
title_short Quantitative Structure-Activity Relationship Model to Predict Antioxidant Effects of the Peptide Fraction Extracted from a Co-Culture System of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i>
title_full Quantitative Structure-Activity Relationship Model to Predict Antioxidant Effects of the Peptide Fraction Extracted from a Co-Culture System of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i>
title_fullStr Quantitative Structure-Activity Relationship Model to Predict Antioxidant Effects of the Peptide Fraction Extracted from a Co-Culture System of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i>
title_full_unstemmed Quantitative Structure-Activity Relationship Model to Predict Antioxidant Effects of the Peptide Fraction Extracted from a Co-Culture System of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i>
title_sort quantitative structure-activity relationship model to predict antioxidant effects of the peptide fraction extracted from a co-culture system of <i>chlorella pyrenoidosa</i> and <i>yarrowia lipolytica</i>
publisher MDPI AG
series Marine Drugs
issn 1660-3397
publishDate 2019-11-01
description In this study, the antioxidant components in co-culture of <i>Chlorella pyrenoidosa</i> and <i>Yarrowia lipolytica</i> (3:1 ratio) were confirmed as trypsin-hydrolyzed peptides (EHPs). The EHPs were composed of 836 different peptides with molecular weights ranging from 639 to 3531 Da and were mainly composed of hydrophobic amino acids (48.1%). These peptides showed remarkable protective effects against oxidative stress in HepG2, which may be attributed to their structures. Furthermore, the mRNA and protein levels of nuclear factor erythroid 2-related factor 2 (Nrf2) were significantly lower in the peptide-treated group than in the control group, suggesting that the antioxidant enzyme-coding genes were not activated. The EC<sub>50</sub> value of three peptides in the EHPs were in the order of AGYSPIGFVR (0.04 &#177; 0.002 mg/mL) &gt; VLDELTLAR (0.09 &#177; 0.001 mg/mL) &gt; LFDPVYLFDQG (0.41 &#177; 0.03 mg/mL); these results agreed with the prediction of the model (<i>R</i><sup>2</sup> &gt; 0.9, Q<sup>2</sup> &gt; 0.5). Thus, EHPs show potential as potent new antioxidant agents.
topic <i>chlorella pyrenoidosa</i>
<i>yarrowia lipolytica</i>
enzymatic hydrolysis peptides
hepg2
quantitative structure–activity relationship model
url https://www.mdpi.com/1660-3397/17/11/633
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