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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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 ± 0.002 mg/mL) > VLDELTLAR (0.09 ± 0.001 mg/mL) > LFDPVYLFDQG (0.41 ± 0.03 mg/mL); these results agreed with the prediction of the model (<i>R</i><sup>2</sup> > 0.9, Q<sup>2</sup> > 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 |
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language |
English |
format |
Article |
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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 ± 0.002 mg/mL) > VLDELTLAR (0.09 ± 0.001 mg/mL) > LFDPVYLFDQG (0.41 ± 0.03 mg/mL); these results agreed with the prediction of the model (<i>R</i><sup>2</sup> > 0.9, Q<sup>2</sup> > 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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