Improving recognition of antimicrobial peptides and target selectivity through machine learning and genetic programming
… evolutionary algorithm (EA) based on Genetic Programming to explore the potentially vast
space … We note that EAs based on Genetic Programming, such as the EFC algorithm proposed …
space … We note that EAs based on Genetic Programming, such as the EFC algorithm proposed …
Combining genetic algorithm with machine learning strategies for designing potent antimicrobial peptides
… of CAMD antimicrobial peptide design [47]. Here, we describe our solution to the reverse
problem of CAMD antimicrobial peptide design with our Codon-Based Genetic Algorithm (CB-…
problem of CAMD antimicrobial peptide design with our Codon-Based Genetic Algorithm (CB-…
Computer-aided design of antimicrobial peptides: are we generating effective drug candidates?
MH Cardoso, RQ Orozco, SB Rezende… - Frontiers in …, 2020 - frontiersin.org
… Antimicrobial peptides feature diverse structural conformations to display antimicrobial
activities (Cardoso et al., 2018c). Previous works have reported the clustering of AMPs according …
activities (Cardoso et al., 2018c). Previous works have reported the clustering of AMPs according …
Molecular design and genetic optimization of antimicrobial peptides containing unnatural amino acids against antibiotic‐resistant bacterial infections
Y He, X He - Peptide Science, 2016 - Wiley Online Library
… Antimicrobial peptides (AMPs) have been the focus of intense research towards the
finding of a viable alternative to current small-molecule antibiotics, owing to their commonly …
finding of a viable alternative to current small-molecule antibiotics, owing to their commonly …
Optimization of antibacterial peptides by genetic algorithms and cheminformatics
… life that possess antimicrobial activity by various mechanisms (2). These peptides have drawn
… While antimicrobial peptides generally exhibit lower potency against susceptible bacterial …
… While antimicrobial peptides generally exhibit lower potency against susceptible bacterial …
The value of antimicrobial peptides in the age of resistance
M Magana, M Pushpanathan, AL Santos… - The lancet infectious …, 2020 - thelancet.com
… antimicrobial peptides as novel therapeutics. This Review identifies the benefits, challenges,
and opportunities of using antimicrobial peptides … of novel promising antimicrobial peptides, …
and opportunities of using antimicrobial peptides … of novel promising antimicrobial peptides, …
[HTML][HTML] An automatic representation of peptides for effective antimicrobial activity classification
… Identifying these peptides will only be possible through the … identify candidates to antimicrobial
peptides before their biological … been used in previous antimicrobial peptide studies (see …
peptides before their biological … been used in previous antimicrobial peptide studies (see …
Engineering selectively targeting antimicrobial peptides
… into AMPs and non-AMPs on the basis of their predicted antimicrobial activity. The authors …
peptide classification information in the second version of the Antimicrobial Peptide Database. …
peptide classification information in the second version of the Antimicrobial Peptide Database. …
[HTML][HTML] Creation of Recombinant Biocontrol Agents by Genetic Programming of Yeast
SO Pipiya, NZ Mirzoeva, MN Baranova, IE Eliseev… - Acta …, 2023 - ncbi.nlm.nih.gov
… This study focuses on the genetic programming of the methylotrophic yeast P. pastoris in …
agents, with antimicrobial peptide acting as the active component. A genetic construct ensuring …
agents, with antimicrobial peptide acting as the active component. A genetic construct ensuring …
Emerging computational approaches for antimicrobial peptide discovery
G Agüero-Chapin, D Galpert-Cañizares… - Antibiotics, 2022 - mdpi.com
… This worrying situation has encouraged the search of new antibiotics from antimicrobial
peptides (AMPs) with the ability to overcome resistance, mainly given by their versatile mode of …
peptides (AMPs) with the ability to overcome resistance, mainly given by their versatile mode of …
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