PepNet: an interpretable neural network for anti-inflammatory and antimicrobial peptides prediction using a pre-trained protein language model

Abstract Identifying anti-inflammatory peptides (AIPs) and antimicrobial peptides (AMPs) is crucial for the discovery of innovative and effective peptide-based therapies targeting inflammation and microbial infections. However, accurate identification of AIPs and AMPs remains a computational challen...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Jiyun Han, Tongxin Kong, Juntao Liu
Формат: Өгүүллэг
Хэл сонгох:English
Хэвлэсэн: Nature Portfolio 2024-09-01
Цуврал:Communications Biology
Онлайн хандалт:https://doi.org/10.1038/s42003-024-06911-1