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The Bitterness of Peptide Prediction Tool (BPP-Tool)
BPP-Tool is to predict whether the peptide has a bitter taste based on peptide sequence characteristics.
Free energy of transfer (△f and △F) of the side chains of amino acids, representing their hydrophobicity.
Amino acid Three-letter Single letter R groups (cal/mol) △f-value (cal/mol) △F-value Bitterness
Glutamine Gln Q 2 -100 +970 Non-bitter amino acids
Asparagine Asn N 2 -10 +890
Glycine Gly G 2 0 +810
Serine Ser S 2 40 +420
Threonine Thr T 2 440 +290
Histidine His H 3 500 +690
Aspartic acid Asp D 4 540 +610
Glutamic acid Glu E 4 550 +510
Arginine Arg R 3 730 +690
Alanine Ala A 1 730 +610
Cysteine Cys C 2 0 +360
Methionine Met M 1 1300 -660 Bitter amino acids
Lysine Lys K 3 1500 +460
Valine Val V 1 1690 -750
Leucine Leu L 1 2420 -1650
Proline Pro P 1 2620 -170
Phenylalanine Phe F 1 2650 -1520
Tyrosine Tyr Y 2 2870 -1430
Isoleucine Ile I 1 2970 -1450
Tryptophan Trp W 1 3000 -1200
Reference [1] Ney K H. Prediction of bitterness of peptides from their amino acid composition[J]. Z.lebensm.unters.forsch, 1971, 147(2):64-68.
[2] Ney K H. Bitterness of peptides: amino acid composition and chain length.[C]// ACS Symposium Series. 1979:149–173.
[3] L. Lemieux, R.E. Simard. Bitter flavour in dairy products. II. A review of bitter peptides from caseins: their formation, isolation and identification, structure masking and inhibition[J]. Dairy Science & Technology, 1992, 72(4):335-385.
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