Machine learning for the prediction of gram-negative bacterial secreted effectors: advances and challenges

Accurately identifying virulence-associated proteins secreted by Gram-negative pathogens is essential for elucidating bacterial pathogenic mechanisms and developing novel antimicrobial interventions. However, traditional experimental approaches for effector identification are time-consuming and labo...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Lesong Wei, Shida He, Zhengyang Fan
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2026-04-01
Цуврал:	Frontiers in Chemistry
Нөхцлүүд:	gram-negative bacterial secreted effectors secreted effector prediction machine learning protein language model negative dataset construction
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fchem.2026.1810136/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!