[HTML][HTML] An automatic representation of peptides for effective antimicrobial activity classification

JA Beltran, G Del Rio, CA Brizuela - Computational and structural …, 2020 - Elsevier
Antimicrobial peptides (AMPs) are a promising alternative to small-molecules-based
antibiotics. These peptides are part of most living organisms' innate defense system. In order …

Encodings and models for antimicrobial peptide classification for multi-resistant pathogens

S Spänig, D Heider - BioData Mining, 2019 - Springer
Antimicrobial peptides (AMPs) are part of the inherent immune system. In fact, they occur in
almost all organisms including, eg, plants, animals, and humans. Remarkably, they show …

Novel Antimicrobial Peptide Design Using Motif Match Score Representation

ÜG Söylemez, M Yousef… - IEEE/ACM Transactions …, 2024 - ieeexplore.ieee.org
Antimicrobial peptides (AMPs) have drawn the interest of the researchers since they offer an
alternative to the traditional antibiotics in the fight against antibiotic resistance and they …

Systematic analysis of global features and model building for recognition of antimicrobial peptides

EG Randou, D Veltri, A Shehu - 2013 IEEE 3rd International …, 2013 - ieeexplore.ieee.org
With growing bacterial resistance to antibiotics, it is becoming paramount to seek out new
antibacterials. Antimicrobial peptides (AMPs) provide interesting templates for antibacterial …

Characterization and identification of antimicrobial peptides with different functional activities

CR Chung, TR Kuo, LC Wu, TY Lee… - Briefings in …, 2020 - academic.oup.com
In recent years, antimicrobial peptides (AMPs) have become an emerging area of focus
when developing therapeutics hot spot residues of proteins are dominant against infections …

Distinct profiling of antimicrobial peptide families

AM Khamis, M Essack, X Gao, VB Bajic - Bioinformatics, 2015 - academic.oup.com
Motivation: The increased prevalence of multi-drug resistant (MDR) pathogens heightens
the need to design new antimicrobial agents. Antimicrobial peptides (AMPs) exhibit broad …

Antimicrobial peptides recognition using weighted physicochemical property encoding

S Na, DL Wannigama, T Saethang - Journal of Bioinformatics and …, 2023 - World Scientific
Antimicrobial resistance is a major public health concern. Antimicrobial peptides (AMPs) are
one of the host defense mechanisms responding efficiently against multidrug-resistant …

Target-AMP: Computational prediction of antimicrobial peptides by coupling sequential information with evolutionary profile

A Jan, M Hayat, M Wedyan, R Alturki… - Computers in Biology …, 2022 - Elsevier
Antimicrobial peptides (AMPs) are gaining a lot of attention as cutting-edge treatments for
many infectious disorders. The effectiveness of AMPs against bacteria, fungi, and viruses …

A computational and statistical framework for screening novel antimicrobial peptides

DP Veltri - 2015 - search.proquest.com
Bacterial resistance to antibiotics continues to be a serious concern worldwide. This has
motivated a strong research focus on naturally-occurring antimicrobial peptides (AMPs) as …

Improving recognition of antimicrobial peptides and target selectivity through machine learning and genetic programming

D Veltri, U Kamath, A Shehu - IEEE/ACM transactions on …, 2015 - ieeexplore.ieee.org
Growing bacterial resistance to antibiotics is spurring research on utilizing naturally-
occurring antimicrobial peptides (AMPs) as templates for novel drug design. While …