Discovery of antimicrobial peptides from Bacillus genomes against phytopathogens with deep learning models

Abstract Background Antimicrobial peptides (AMPs) have emerged as a potential novel class of antimicrobial agents due to their broad microbial targeting and low resistance risks. Although AMPs have limited applications in agriculture, their potential to replace chemical pesticides could address food...

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Principais autores:	Huan Su, Mengli Gu, Zechao Qu, Qiao Wang, Jingjing Jin, Peng Lu, Jianfeng Zhang, Peijian Cao, Xueliang Ren, Jiemeng Tao, Boyang Li
Format:	Artigo
Sprog:	Inglês
Udgivet:	SpringerOpen 2025-03-01
Serier:	Chemical and Biological Technologies in Agriculture
Fag:	Antimicrobial peptides Deep learning Bacillus High-throughput screening Functional peptide prediction Plant disease control
Online adgang:	https://doi.org/10.1186/s40538-025-00751-9
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