Sample overview

Project Name TCGA-KIRC
GSE ID GSE212945
GSM ID GSM6564296
Cell Line None
Tissue type Kidney
Disease Type Primary RCC
PMID 37433798
Initial gene number 124354
Initial cell number 2767
Post-QC gene number 6526
Post-QC cell number 2633

QC Metrics

Bulk-to-ScRNA-seq Label Transfer

Bulk phenotype-associated subpopulations

Reference-Based Annotation

Differentially expressed genes

Overall Survival : Cluster vs

Overall Survival : Cluster vs ( + )

Clinical Stage : Cluster vs

Tumor Size : Cluster vs

Lymph Node Involvement : Cluster vs

Distant Metastasis : Cluster vs

Cell-Cell communications ( Survival-Associated Subpopulations Across Cell Types )

Cell Population Signaling and Communication

Ligand-Receptor-Mediated Cell-Cell Interactions