Identifying potential ligand-receptor interactions by integrating LSTM network and the attention mechanism for cell-cell communication prediction

Abstract Background Cell-cell communication (CCC) mediated by ligand-receptor (L-R) interactions is fundamental to deciphering tissue development and disease mechanisms. While single-cell RNA sequencing (scRNA-seq) has advanced this field, existing computational methods for inferring CCC often suffe...

Fuld beskrivelse

Bibliografiske detaljer

Principais autores:	Yingwei Deng, Min Chen, Pengfei Gao, Ruogu Luo, Zejun Li, Yuhua Yao
Format:	Artigo
Sprog:	Inglês
Udgivet:	BMC 2026-05-01
Serier:	Journal of Translational Medicine
Fag:	Cell-cell communication Ligand-receptor interactions LSTM Attention mechanism Single-cell RNA sequencing
Online adgang:	https://doi.org/10.1186/s12967-026-08033-0
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!