Skip to main content
Log in

Quantitative structure-activity relationship modelling of ACE-inhibitory peptides derived from milk proteins

  • Original Paper
  • Published:
European Food Research and Technology Aims and scope Submit manuscript

Abstract

Quantitative structure-activity relationship (QSAR) modelling was performed on peptides derived from milk proteins that inhibit angiotensin-I-converting enzyme (ACE). Physico-chemical descriptors expressed hydrophobicity, size and charge of side chains of the two most external amino acids in N- or C-terminal position. Models were estimated with partial least squares regression and validated with full cross-validation. A relationship (R=0.73, p<0.001) was found between hydrophobicity and positively charged amino acid in C-terminal position, size of amino acid next to C-terminal position and ACE-inhibition of peptides up to six amino acids in length. When longer peptides were included the relationship between C-terminal structure and activity decreased, reflecting the likely influence by steric effects. No relationship between N-terminal structure and inhibition activity was found. These biochemical interpretations were supported by findings from QSAR-modelling using so-called z-scales developed by Jonsson et al. (1989, Quant. Struct.-Act Relat. 8, 204–209) for amino acids.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. Wyvratt MJ, Patchet AA (1985) Med Res Rev 5:485–531

    Google Scholar 

  2. Fitzgerald RJ, Meisel A (2003) Milk protein hydrolysates and bioactive peptides. In: Fox PF, McSweeney PLH (eds) Advanced dairy chemistry, vol 1, proteins, 3rd edn. Kluwer Academic/Plenum Publishers, New York, pp 675–698

  3. Gobbetti M, Stepaniak L, De Angelis M, Corsetti A, Di Cagno R (2002) Crit Rev Food Sci 42:223–239

    CAS  Google Scholar 

  4. Esbensen KH (2001) Multivariate data analysis—in practice. Camo Process AS, Oslo, Norway

  5. Jonsson JM, Eriksson L, Hellberg S, Sjöström M, Wold S (1989) Quant Struct–Act Relat 8:204–209

    Google Scholar 

  6. Hellberg S, Sjöström M, Skagerberg B, Wold S (1987) J Med Chem 30:1126–1135

    CAS  PubMed  Google Scholar 

  7. Hellberg S, Eriksson L, Jonsson J, Lindgren F, Sjöström M, Skagerberg B, Wold S, Andrews P (1991) Int J Pept Protein Res 37:414–424

    CAS  PubMed  Google Scholar 

  8. Martens M, Martens H (1986) Appl Spectrosc 40:303–310

    Google Scholar 

  9. Martens H, Naes T (1987) Multivariate calibration by data compression. In: Williams PC, Norris K (ed) Near-infrared technology in the agricultural and food industries. Assoc Cer Chem, St. Paul, pp 57–87

  10. Sollie LA (2003) Bioactive peptides in fish. MSc Thesis, Agricultural University of Norway

  11. Martens H, Martens M (2000) Food Qual Pref 11:5–16

    Article  Google Scholar 

  12. Cheung HS, Feng-Lai W, Ondetti MA, Sabo EF, Cushman DW (1980) J Biol Chem 255:401–407

    CAS  PubMed  Google Scholar 

  13. Ondetti MA, Cushman DW (1982) Ann Rev Biochem 51:283–308

    Article  CAS  PubMed  Google Scholar 

  14. Hopp TP, Woods KR (1981) Proc Natl Acad Sci USA 78:3824–3828

    CAS  PubMed  Google Scholar 

  15. Kyte J, Doolittle R (1982) J Mol Biol 157:105–132

    CAS  PubMed  Google Scholar 

  16. Cheftel JC, Cuq J-L, Lorient D (1985) Amino acids, peptides and proteins. In: Fennema OR (ed) Food chemistry. Marcel Dekker Inc, New York, pp 245–367

Download references

Acknowledgements

This work was funded by the Norwegian Research Council through project “Proteolysis in Foods: Quality and Biological Functions”.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Are Hugo Pripp.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Pripp, A.H., Isaksson, T., Stepaniak, L. et al. Quantitative structure-activity relationship modelling of ACE-inhibitory peptides derived from milk proteins. Eur Food Res Technol 219, 579–583 (2004). https://doi.org/10.1007/s00217-004-1004-4

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00217-004-1004-4

Keywords

Navigation