• DocumentCode
    2531132
  • Title

    Evaluation of Protein Hydropathy Scales

  • Author

    Jääskeläinen, Satu ; Riikonen, Pentti ; Salakoski, Tapio ; Vihinen, Mauno

  • Author_Institution
    Univ. of Turku, Turku
  • fYear
    2007
  • fDate
    2-4 Nov. 2007
  • Firstpage
    245
  • Lastpage
    251
  • Abstract
    Hydropathy is a dominant force in protein folding and has been measured with numerous methods. Several hydropathy scales are widely used in sequence-based predictions, however, without knowledge about their reliability. We investigated the prediction accuracy of 56 hydropathy scales by correlating predicted values with the accessible surface area in known 3-D structures of proteins. The correlations for the best scales are in the order of - 0.26, whereas the weakest have on average merely - 0.11. Results for different amino acids vary greatly within the scales, but are more consistent between the scales. One of the most common applications of hydropathy scales is to predict antigenic regions. Our analysis indicated that some epitopes are located among the most exposed regions. Despite poor overall correlation, hydropathy predictions can still be used in certain applications where qualitative analysis is sufficient.
  • Keywords
    biochemistry; biology computing; molecular biophysics; molecular configurations; proteins; amino acids; antigenic regions; epitopes; protein 3-D structure; protein folding; protein hydropathy scales; sequence-based predictions; Accuracy; Amino acids; Bioinformatics; Biomembranes; Force measurement; Genetic mutations; Prediction methods; Proteins; Sequences; Stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine, 2007. BIBM 2007. IEEE International Conference on
  • Conference_Location
    Fremont, CA
  • Print_ISBN
    978-0-7695-3031-4
  • Type

    conf

  • DOI
    10.1109/BIBM.2007.21
  • Filename
    4413062