[HTML][HTML] Amino acid reduction can help to improve the identification of antimicrobial peptides and their functional activities
Antimicrobial peptides (AMPs) are considered as potential substitutes of antibiotics in the
field of new anti-infective drug design. There have been several machine learning …
field of new anti-infective drug design. There have been several machine learning …
[HTML][HTML] Antimicrobial peptides: an update on classifications and databases
Antimicrobial peptides (AMPs) are distributed across all kingdoms of life and are an
indispensable component of host defenses. They consist of predominantly short cationic …
indispensable component of host defenses. They consist of predominantly short cationic …
[HTML][HTML] Leveraging family-specific signatures for AMP discovery and high-throughput annotation
Antimicrobial peptides (AMPs) are diverse, biologically active, essential components of the
innate immune system. As compared to conventional antibiotics, AMPs exhibit broad …
innate immune system. As compared to conventional antibiotics, AMPs exhibit broad …
Predicting antimicrobial peptides by using increment of diversity with quadratic discriminant analysis method
P Feng, Z Wang, X Yu - IEEE/ACM Transactions on …, 2017 - ieeexplore.ieee.org
Antimicrobial peptides are crucial components of the innate host defense system of most
living organisms and promising candidates for antimicrobial agents. Accurate classification …
living organisms and promising candidates for antimicrobial agents. Accurate classification …
AMAP: Hierarchical multi-label prediction of biologically active and antimicrobial peptides
S Gull, N Shamim, F Minhas - Computers in biology and medicine, 2019 - Elsevier
Due to increase in antibiotic resistance in recent years, development of efficient and
accurate techniques for discovery and design of biologically active peptides such as …
accurate techniques for discovery and design of biologically active peptides such as …
Rational design of antimicrobial peptides: an optimization approach
D Sadasivam, P Nambiar, A Dutta… - Molecular Systems Design …, 2024 - pubs.rsc.org
With increasing concerns over antimicrobial resistance worldwide, antimicrobial peptides
(AMPs) can be a potential alternative to conventional antibiotics. Generating new AMPs is …
(AMPs) can be a potential alternative to conventional antibiotics. Generating new AMPs is …
Tools in the era of multidrug resistance in bacteria: Applications for new antimicrobial peptides discovery
A Moretta, C Scieuzo, R Salvia… - Current …, 2022 - ingentaconnect.com
Antimicrobial peptides (AMPs) are small molecules belonging to innate immunity that act
against bacteria, fungi, and viruses. With the spread of bacterial strains resistant to current …
against bacteria, fungi, and viruses. With the spread of bacterial strains resistant to current …
Comprehensive comparison of twenty structural characterization scales applied as QSAM of antimicrobial dodecapeptides derived from Bac2A against P. aeruginosa
Y Qian, W Liu, G Liang - Journal of Molecular Graphics and Modelling, 2017 - Elsevier
Informative numerical characterizations of amino acid residues are essential for quantitative
sequence-activity modeling (QSAM). To date, a variety of structural characterization methods …
sequence-activity modeling (QSAM). To date, a variety of structural characterization methods …
[HTML][HTML] CS-AMPPred: an updated SVM model for antimicrobial activity prediction in cysteine-stabilized peptides
The antimicrobial peptides (AMP) have been proposed as an alternative to control resistant
pathogens. However, due to multifunctional properties of several AMP classes, until now …
pathogens. However, due to multifunctional properties of several AMP classes, until now …
Artificial intelligence-driven antimicrobial peptide discovery
P Szymczak, E Szczurek - Current Opinion in Structural Biology, 2023 - Elsevier
Antimicrobial peptides (AMPs) emerge as promising agents against antimicrobial resistance,
providing an alternative to conventional antibiotics. Artificial intelligence (AI) revolutionized …
providing an alternative to conventional antibiotics. Artificial intelligence (AI) revolutionized …