Ontology highlight
ABSTRACT: Introduction
End-stage renal disease (ESRD) is increasing worldwide, and although kidney transplantation improves survival, long-term graft loss-driven mainly by immune-mediated rejection-remains common. We aimed to delineate immune mechanisms that distinguish recipients with stable versus impaired graft function.Methods
Peripheral blood mononuclear cells from kidney-transplant recipients with normal (n = 10) or impaired (n = 10) renal function were profiled by single-cell RNA sequencing. Fourteen immune populations were identified; CD4+ T-cell "stemness" was quantified using mRNAsi and EREG_mRNAsi indices, lineage trajectories were reconstructed with Monocle, and ligand-receptor communication was inferred with iTalk. Findings were validated in an independent bul
SUBMITTER: Liu C
PROVIDER: S-EPMC12202220 | biostudies-literature | 2025
REPOSITORIES: biostudies-literature