Evolution of machine learning algorithms in the prediction and design of anticancer peptides

S Basith, B Manavalan, TH Shin… - Current Protein and …, 2020 - ingentaconnect.com
Peptides act as promising anticancer agents due to their ease of synthesis and
modifications, enhanced tumor penetration, and less systemic toxicity. However, only limited …

Graph-based data integration from bioactive peptide databases of pharmaceutical interest: toward an organized collection enabling visual network analysis

L Aguilera-Mendoza, Y Marrero-Ponce… - …, 2019 - academic.oup.com
Motivation Bioactive peptides have gained great attention in the academy and
pharmaceutical industry since they play an important role in human health. However, the …

In silico analysis of individual fractions of bovine casein as precursors of bioactive peptides—influence of post-translational modifications

P Minkiewicz, M Darewicz, A Iwaniak - Applied Sciences, 2023 - mdpi.com
Bovine casein is one of the most known precursors of bioactive peptides among food
proteins. Thus far, in silico investigations addressing casein have taken no account of the …

Bioinformatics and bioactive peptides from foods: Do they work together?

A Iwaniak, P Minkiewicz, M Darewicz - Advances in Food and Nutrition …, 2024 - Elsevier
We live in the Big Data Era which affects many aspects of science, including research on
bioactive peptides derived from foods, which during the last few decades have been a focus …