Enhancing Antimicrobial Peptide Functionality and Manufacturability Through Deep Learning-Based Sequence Design

Protein sequence design aims to create proteins with enhanced functionality, manufacturability compared to their natural counterparts. While deep learning methods have shown success, they often neglect critical functional aspects of proteins. This study introduces an intuitive optimization approach...

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Bibliographic Details
Main Authors: Aysenur Soyturk Patat, Aycan Gundogdu, Ozkan Ufuk Nalbantoglu
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Journal of Global Antimicrobial Resistance
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2213716524002510