In this study, a comprehensive multi-omics approach was employed, integrating single-cell RNA sequencing (scRNA-seq), spatial transcriptomics, and bulk RNA-seq data, alongside advanced machine learning algorithms, to unravel the complex interactions between REN-mediated tumor stemness and NK cell immune evasion in Wilms tumor. This evidence concerns the gene REN and neoplasm.