Antimicrobial peptides: an update on classifications and databases

A Bin Hafeez, X Jiang, PJ Bergen, Y Zhu - International journal of …, 2021 - mdpi.com
Antimicrobial peptides (AMPs) are distributed across all kingdoms of life and are an
indispensable component of host defenses. They consist of predominantly short cationic …

A review on antimicrobial peptides databases and the computational tools

S Ramazi, N Mohammadi, A Allahverdi, E Khalili… - Database, 2022 - academic.oup.com
Abstract Antimicrobial Peptides (AMPs) have been considered as potential alternatives for
infection therapeutics since antibiotic resistance has been raised as a global problem. The …

Predicting antimicrobial peptides with improved accuracy by incorporating the compositional, physico-chemical and structural features into Chou's general PseAAC

PK Meher, TK Sahu, V Saini, AR Rao - Scientific reports, 2017 - nature.com
Antimicrobial peptides (AMPs) are important components of the innate immune system that
have been found to be effective against disease causing pathogens. Identification of AMPs …

iAFPs-EnC-GA: identifying antifungal peptides using sequential and evolutionary descriptors based multi-information fusion and ensemble learning approach

A Ahmad, S Akbar, M Tahir, M Hayat, F Ali - Chemometrics and Intelligent …, 2022 - Elsevier
Fungal infections have become a serious health concern for human beings worldwide.
Fungal infections usually occur when the invading fungus appear on a particular part of the …

Comprehensive assessment of machine learning-based methods for predicting antimicrobial peptides

J Xu, F Li, A Leier, D Xiang, HH Shen… - Briefings in …, 2021 - academic.oup.com
Antimicrobial peptides (AMPs) are a unique and diverse group of molecules that play a
crucial role in a myriad of biological processes and cellular functions. AMP-related studies …

Antimicrobial peptides: an alternative for innovative medicines?

JP Da Costa, M Cova, R Ferreira, R Vitorino - Applied microbiology and …, 2015 - Springer
Antimicrobial peptides are small molecules with activity against bacteria, yeasts, fungi,
viruses, bacteria, and even tumor cells that make these molecules attractive as therapeutic …

Collection of antimicrobial peptides database and its derivatives: Applications and beyond

FH Waghu, S Idicula‐Thomas - Protein Science, 2020 - Wiley Online Library
Collection of antimicrobial peptides (CAMP), CAMPSign, and ClassAMP are open‐access
resources that have been developed to enhance research on antimicrobial peptides (AMPs) …

Deep-AntiFP: Prediction of antifungal peptides using distanct multi-informative features incorporating with deep neural networks

A Ahmad, S Akbar, S Khan, M Hayat, F Ali… - Chemometrics and …, 2021 - Elsevier
World widely, Fungal infections have become a serious issue for human beings. Fungal
infections normally happen once invading fungus appear on a specific area of the body and …

In Silico Approach for Prediction of Antifungal Peptides

P Agrawal, S Bhalla, K Chaudhary, R Kumar… - Frontiers in …, 2018 - frontiersin.org
This paper describes in silico models developed using a wide range of peptide features for
predicting antifungal peptides (AFPs). Our analyses indicate that certain types of residue …

Accelerating the discovery and design of antimicrobial peptides with artificial intelligence

MC Aguilera-Puga, NL Cancelarich, MM Marani… - … drug discovery and …, 2023 - Springer
Peptides modulate many processes of human physiology targeting ion channels, protein
receptors, or enzymes. They represent valuable starting points for the development of new …