… The training dataset consisted of 3175 peptide sequences, of which 770 are antimicrobial
peptides and 2405 are non-antimicrobial peptides. On the other hand, 1840 peptides in the …

… The results obtained in this study indicate that the mutual information of a peptide sequence
can be an efficient feature tool for predicting the AMPs. In particular, the MIV method takes …

… are rich in antimicrobial peptides (Figure … antimicrobial and non-antimicrobial peptides. Our
results further confirm that amino acid composition is important for identify whether a peptide …

… While doing this frequency matrix completely disregards the protein sequence information.
Accumulative absolute position incidence vector (AAPIV) describes the absolute position of …

… understanding on antimicrobial peptides. It is manually curated and currently holds 3782
antimicrobial sequences… Sequence changes may not always render the peptide completely non-…

… In this paper, we have applied this newly developed method to increase understanding
of the primary sequence requirements for short antimicrobial peptides (12 amino acids) in …

… antimicrobial peptides as novel therapeutics. This Review identifies the benefits, challenges,
and opportunities of using antimicrobial peptides … of novel promising antimicrobial peptides, …

… Antimicrobial peptides (AMPs) are promising candidates in the fight against multidrug-…
patterns of amino acid properties along the sequence. Using our collection of large and diverse …

… On this basis, we specifically investigated the sequence features of AMPs with a range of …
Sequential forward selection was employed to extract potentially informative features that …

… how peptide structure and activity are related, we anticipate that antimicrobial peptides will
be engineered to have strong potency and distinct functions and that synthetic peptides will …