BDB-Lab members involved

AI-Driven Antimicrobial Peptide Discovery: Mining and Generation

AI-Driven Antimicrobial Peptide Discovery: Mining and Generation

by Paulina Szymczak, Wojciech Zarzecki, Jiejing Wang, Yiqian Duan, Jun Wang, Luis Pedro Coelho, Cesar de la Fuente-Nunez, Ewa Szczurek

Abstract

In this Account, we describe the technical challenges and advancements in these AI-based approaches. We discuss the importance of integrating various data sources and the role of advanced algorithms in refining peptide predictions. Additionally, we highlight the future potential of AI to not only expedite the discovery process but also to uncover peptides with unprecedented properties, paving the way for next-generation antimicrobial therapies.

Full text: https://doi.org/10.26434/chemrxiv-2025-93wkh


Copyright (c) 2018–2024. Luis Pedro Coelho and other group members. All rights reserved.

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