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

Mar Drugs. 2019 Nov 8;17(11):633. doi: 10.3390/md17110633.

Abstract

In this study, the antioxidant components in co-culture of Chlorella pyrenoidosa and Yarrowia lipolytica (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 EC50 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 (R2 > 0.9, Q2 > 0.5). Thus, EHPs show potential as potent new antioxidant agents.

Keywords: Chlorella pyrenoidosa; HepG2; Yarrowia lipolytica; enzymatic hydrolysis peptides; quantitative structure–activity relationship model.

MeSH terms

  • Amino Acids / chemistry
  • Antioxidants / chemistry
  • Antioxidants / isolation & purification
  • Antioxidants / pharmacology*
  • Chlorella / chemistry*
  • Coculture Techniques
  • Hep G2 Cells
  • Humans
  • Hydrolysis
  • Oxidative Stress / drug effects
  • Peptides / chemistry
  • Peptides / isolation & purification
  • Peptides / pharmacology*
  • Quantitative Structure-Activity Relationship
  • Trypsin / metabolism
  • Yarrowia / chemistry*

Substances

  • Amino Acids
  • Antioxidants
  • Peptides
  • Trypsin