Sample overview
| Project Name | TCGA-READ |
| GSE ID | GSE205506 |
| GSM ID | GSM6213963 |
| Cell Line | None |
| Tissue type | colon |
| Disease Type | tumor |
| PMID | 37172580 |
| Initial gene number | 33538 |
| Initial cell number | 8644 |
| Post-QC gene number | 2732 |
| Post-QC cell number | 1938 |
QC Metrics
Bulk-to-ScRNA-seq Label Transfer
Bulk phenotype-associated subpopulations
Reference-Based Annotation
Differentially expressed genes
Overall Survival : Cluster vs
There are no results of the analysis here
Overall Survival : Cluster vs ( + )
There are no results of the analysis here
Clinical Stage : Cluster vs
There are no results of the analysis here
Tumor Size : Cluster vs
There are no results of the analysis here
Lymph Node Involvement : Cluster vs
There are no results of the analysis here
Distant Metastasis : Cluster vs
There are no results of the analysis here
Cell-Cell communications ( Survival-Associated Subpopulations Across Cell Types )
Cell Population Signaling and Communication
Ligand-Receptor-Mediated Cell-Cell Interactions
| Sending Cell Type | Ligand | Receiving Cell Type | Receptor | Score | P-value | Pathway Name | Function | Evidence |
|---|---|---|---|---|---|---|---|---|
| Endothelial,cells(Nos)_source | NAMPT_ligand | B-cells(Nos)_target | INSR_receptor | 5.246e-08 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Epithelial,cells(Nos)_source | NAMPT_ligand | B-cells(Nos)_target | INSR_receptor | 4.892e-08 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Endothelial,cells(Nos)_source | NAMPT_ligand | CD8+,T-cells(Nos)_target | INSR_receptor | 2.187e-07 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Epithelial,cells(Nos)_source | NAMPT_ligand | CD8+,T-cells(Nos)_target | INSR_receptor | 2.039e-07 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Endothelial,cells(Nos)_source | NAMPT_ligand | Endothelial,cells(Nos)_target | INSR_receptor | 1.149e-06 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Epithelial,cells(Nos)_source | NAMPT_ligand | Endothelial,cells(Nos)_target | INSR_receptor | 1.071e-06 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Endothelial,cells(Nos)_source | NAMPT_ligand | Epithelial,cells(Nos)_target | INSR_receptor | 6.241e-05 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Epithelial,cells(Nos)_source | NAMPT_ligand | Epithelial,cells(Nos)_target | INSR_receptor | 5.827e-05 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Endothelial,cells(Nos)_source | NAMPT_ligand | Fibroblasts(Nos)_target | INSR_receptor | 2.486e-07 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Epithelial,cells(Nos)_source | NAMPT_ligand | Fibroblasts(Nos)_target | INSR_receptor | 2.318e-07 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Endothelial,cells(Nos)_source | NAMPT_ligand | Macrophages(Nos)_target | INSR_receptor | 4.969e-09 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Epithelial,cells(Nos)_source | NAMPT_ligand | Macrophages(Nos)_target | INSR_receptor | 4.633e-09 | 0.0 | VISFATIN | Secreted Signaling | PMID: 28490838 |
| Endothelial,cells(Nos)_source | LGALS9_ligand | B-cells(Nos)_target | PTPRC_receptor | 1.272e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Epithelial,cells(Nos)_source | LGALS9_ligand | B-cells(Nos)_target | PTPRC_receptor | 1.607e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Endothelial,cells(Nos)_source | LGALS9_ligand | CD8+,T-cells(Nos)_target | PTPRC_receptor | 1.788e-03 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Epithelial,cells(Nos)_source | LGALS9_ligand | CD8+,T-cells(Nos)_target | PTPRC_receptor | 2.281e-03 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Endothelial,cells(Nos)_source | LGALS9_ligand | B-cells(Nos)_target | CD44_receptor | 5.001e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Epithelial,cells(Nos)_source | LGALS9_ligand | B-cells(Nos)_target | CD44_receptor | 6.304e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Endothelial,cells(Nos)_source | LGALS9_ligand | CD8+,T-cells(Nos)_target | CD44_receptor | 1.776e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Epithelial,cells(Nos)_source | LGALS9_ligand | CD8+,T-cells(Nos)_target | CD44_receptor | 2.239e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Endothelial,cells(Nos)_source | LGALS9_ligand | Endothelial,cells(Nos)_target | CD44_receptor | 3.741e-07 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Epithelial,cells(Nos)_source | LGALS9_ligand | Endothelial,cells(Nos)_target | CD44_receptor | 4.710e-07 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Endothelial,cells(Nos)_source | LGALS9_ligand | Epithelial,cells(Nos)_target | CD44_receptor | 1.242e-06 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Epithelial,cells(Nos)_source | LGALS9_ligand | Epithelial,cells(Nos)_target | CD44_receptor | 1.564e-06 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Endothelial,cells(Nos)_source | LGALS9_ligand | Fibroblasts(Nos)_target | CD44_receptor | 1.435e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Epithelial,cells(Nos)_source | LGALS9_ligand | Fibroblasts(Nos)_target | CD44_receptor | 1.809e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Endothelial,cells(Nos)_source | LGALS9_ligand | Macrophages(Nos)_target | CD44_receptor | 1.396e-08 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Epithelial,cells(Nos)_source | LGALS9_ligand | Macrophages(Nos)_target | CD44_receptor | 1.758e-08 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | B-cells(Nos)_target | ITGA1_ITGB1_receptor | 2.574e-08 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | CD8+,T-cells(Nos)_target | ITGA1_ITGB1_receptor | 5.070e-05 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Endothelial,cells(Nos)_target | ITGA1_ITGB1_receptor | 1.304e-04 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Epithelial,cells(Nos)_target | ITGA1_ITGB1_receptor | 7.987e-05 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Fibroblasts(Nos)_target | ITGA1_ITGB1_receptor | 6.993e-05 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Macrophages(Nos)_target | ITGA1_ITGB1_receptor | 3.338e-09 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Epithelial,cells(Nos)_target | ITGA3_ITGB1_receptor | 6.333e-05 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | B-cells(Nos)_target | ITGA6_ITGB1_receptor | 1.867e-08 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | CD8+,T-cells(Nos)_target | ITGA6_ITGB1_receptor | 6.061e-06 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Endothelial,cells(Nos)_target | ITGA6_ITGB1_receptor | 1.823e-04 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Epithelial,cells(Nos)_target | ITGA6_ITGB1_receptor | 1.190e-04 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Fibroblasts(Nos)_target | ITGA6_ITGB1_receptor | 4.141e-05 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Macrophages(Nos)_target | ITGA6_ITGB1_receptor | 2.422e-09 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | B-cells(Nos)_target | ITGA6_ITGB4_receptor | 4.284e-09 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | CD8+,T-cells(Nos)_target | ITGA6_ITGB4_receptor | 1.410e-06 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Endothelial,cells(Nos)_target | ITGA6_ITGB4_receptor | 1.427e-04 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Epithelial,cells(Nos)_target | ITGA6_ITGB4_receptor | 1.504e-04 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Fibroblasts(Nos)_target | ITGA6_ITGB4_receptor | 9.580e-06 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Macrophages(Nos)_target | ITGA6_ITGB4_receptor | 5.556e-10 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | B-cells(Nos)_target | CD44_receptor | 5.612e-05 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | CD8+,T-cells(Nos)_target | CD44_receptor | 1.993e-04 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Endothelial,cells(Nos)_target | CD44_receptor | 4.192e-07 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Epithelial,cells(Nos)_target | CD44_receptor | 1.392e-06 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Fibroblasts(Nos)_target | CD44_receptor | 1.610e-05 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Epithelial,cells(Nos)_source | LAMA3_ligand | Macrophages(Nos)_target | CD44_receptor | 1.565e-08 | 0.0 | LAMININ | ECM-Receptor | KEGG: hsa04512 |
| Endothelial,cells(Nos)_source | APP_ligand | B-cells(Nos)_target | CD74_receptor | 1.276e-03 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Epithelial,cells(Nos)_source | APP_ligand | B-cells(Nos)_target | CD74_receptor | 1.397e-03 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Fibroblasts(Nos)_source | APP_ligand | B-cells(Nos)_target | CD74_receptor | 4.878e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Endothelial,cells(Nos)_source | APP_ligand | CD8+,T-cells(Nos)_target | CD74_receptor | 5.063e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Epithelial,cells(Nos)_source | APP_ligand | CD8+,T-cells(Nos)_target | CD74_receptor | 5.339e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Fibroblasts(Nos)_source | APP_ligand | CD8+,T-cells(Nos)_target | CD74_receptor | 1.908e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Endothelial,cells(Nos)_source | APP_ligand | Endothelial,cells(Nos)_target | CD74_receptor | 9.445e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Epithelial,cells(Nos)_source | APP_ligand | Endothelial,cells(Nos)_target | CD74_receptor | 1.032e-03 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Fibroblasts(Nos)_source | APP_ligand | Endothelial,cells(Nos)_target | CD74_receptor | 3.608e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Endothelial,cells(Nos)_source | APP_ligand | Epithelial,cells(Nos)_target | CD74_receptor | 1.916e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Epithelial,cells(Nos)_source | APP_ligand | Epithelial,cells(Nos)_target | CD74_receptor | 2.019e-04 | 0.01 | APP | Cell-Cell Contact | PMID: 19849849 |
| Fibroblasts(Nos)_source | APP_ligand | Epithelial,cells(Nos)_target | CD74_receptor | 7.221e-05 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Endothelial,cells(Nos)_source | APP_ligand | Macrophages(Nos)_target | CD74_receptor | 2.294e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Epithelial,cells(Nos)_source | APP_ligand | Macrophages(Nos)_target | CD74_receptor | 2.470e-04 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Fibroblasts(Nos)_source | APP_ligand | Macrophages(Nos)_target | CD74_receptor | 8.714e-05 | 0.0 | APP | Cell-Cell Contact | PMID: 19849849 |
| Endothelial,cells(Nos)_source | CD46_ligand | B-cells(Nos)_target | JAG1_receptor | 1.239e-07 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Epithelial,cells(Nos)_source | CD46_ligand | B-cells(Nos)_target | JAG1_receptor | 1.603e-07 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Fibroblasts(Nos)_source | CD46_ligand | B-cells(Nos)_target | JAG1_receptor | 4.362e-08 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Endothelial,cells(Nos)_source | CD46_ligand | CD8+,T-cells(Nos)_target | JAG1_receptor | 3.088e-07 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Epithelial,cells(Nos)_source | CD46_ligand | CD8+,T-cells(Nos)_target | JAG1_receptor | 3.995e-07 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Fibroblasts(Nos)_source | CD46_ligand | CD8+,T-cells(Nos)_target | JAG1_receptor | 1.087e-07 | 0.02 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| B-cells(Nos)_source | CD46_ligand | Endothelial,cells(Nos)_target | JAG1_receptor | 8.565e-08 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| CD8+,T-cells(Nos)_source | CD46_ligand | Endothelial,cells(Nos)_target | JAG1_receptor | 3.207e-07 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Endothelial,cells(Nos)_source | CD46_ligand | Endothelial,cells(Nos)_target | JAG1_receptor | 1.378e-05 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Epithelial,cells(Nos)_source | CD46_ligand | Endothelial,cells(Nos)_target | JAG1_receptor | 1.784e-05 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Fibroblasts(Nos)_source | CD46_ligand | Endothelial,cells(Nos)_target | JAG1_receptor | 4.855e-06 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| B-cells(Nos)_source | CD46_ligand | Epithelial,cells(Nos)_target | JAG1_receptor | 1.548e-07 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| CD8+,T-cells(Nos)_source | CD46_ligand | Epithelial,cells(Nos)_target | JAG1_receptor | 5.794e-07 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Endothelial,cells(Nos)_source | CD46_ligand | Epithelial,cells(Nos)_target | JAG1_receptor | 2.491e-05 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Epithelial,cells(Nos)_source | CD46_ligand | Epithelial,cells(Nos)_target | JAG1_receptor | 3.224e-05 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Fibroblasts(Nos)_source | CD46_ligand | Epithelial,cells(Nos)_target | JAG1_receptor | 8.773e-06 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| B-cells(Nos)_source | CD46_ligand | Fibroblasts(Nos)_target | JAG1_receptor | 7.174e-08 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| CD8+,T-cells(Nos)_source | CD46_ligand | Fibroblasts(Nos)_target | JAG1_receptor | 2.686e-07 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Endothelial,cells(Nos)_source | CD46_ligand | Fibroblasts(Nos)_target | JAG1_receptor | 1.153e-05 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Epithelial,cells(Nos)_source | CD46_ligand | Fibroblasts(Nos)_target | JAG1_receptor | 1.493e-05 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Fibroblasts(Nos)_source | CD46_ligand | Fibroblasts(Nos)_target | JAG1_receptor | 4.063e-06 | 0.0 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| Macrophages(Nos)_source | CD46_ligand | Fibroblasts(Nos)_target | JAG1_receptor | 1.004e-08 | 0.02 | CD46 | Cell-Cell Contact | PMID: 23086448 |
| CD8+,T-cells(Nos)_source | CD99_ligand | CD8+,T-cells(Nos)_target | CD99_receptor | 1.490e-03 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | CD99_ligand | CD8+,T-cells(Nos)_target | CD99_receptor | 4.053e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | CD99_ligand | CD8+,T-cells(Nos)_target | CD99_receptor | 4.444e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | CD99_ligand | Endothelial,cells(Nos)_target | CD99_receptor | 4.053e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | CD99_ligand | Endothelial,cells(Nos)_target | CD99_receptor | 1.102e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | CD99_ligand | Endothelial,cells(Nos)_target | CD99_receptor | 1.206e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | CD99_ligand | Fibroblasts(Nos)_target | CD99_receptor | 4.444e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | CD99_ligand | Fibroblasts(Nos)_target | CD99_receptor | 1.206e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | CD99_ligand | Fibroblasts(Nos)_target | CD99_receptor | 1.296e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | CDH1_ligand | B-cells(Nos)_target | CDH1_receptor | 1.715e-07 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | CDH1_ligand | CD8+,T-cells(Nos)_target | CDH1_receptor | 6.093e-07 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | CDH1_ligand | Endothelial,cells(Nos)_target | CDH1_receptor | 5.959e-09 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | CDH1_ligand | Endothelial,cells(Nos)_target | CDH1_receptor | 1.512e-06 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | CDH1_ligand | Endothelial,cells(Nos)_target | CDH1_receptor | 2.276e-09 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | CDH1_ligand | Epithelial,cells(Nos)_target | CDH1_receptor | 1.715e-07 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | CDH1_ligand | Epithelial,cells(Nos)_target | CDH1_receptor | 6.093e-07 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | CDH1_ligand | Epithelial,cells(Nos)_target | CDH1_receptor | 1.512e-06 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | CDH1_ligand | Epithelial,cells(Nos)_target | CDH1_receptor | 3.804e-04 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | CDH1_ligand | Epithelial,cells(Nos)_target | CDH1_receptor | 5.774e-07 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Macrophages(Nos)_source | CDH1_ligand | Epithelial,cells(Nos)_target | CDH1_receptor | 1.264e-08 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | CDH1_ligand | Fibroblasts(Nos)_target | CDH1_receptor | 2.276e-09 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | CDH1_ligand | Fibroblasts(Nos)_target | CDH1_receptor | 5.774e-07 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | CDH1_ligand | Fibroblasts(Nos)_target | CDH1_receptor | 8.692e-10 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | CDH1_ligand | Macrophages(Nos)_target | CDH1_receptor | 1.264e-08 | 0.0 | CDH | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | CD8A_ligand | Epithelial,cells(Nos)_target | CEACAM5_receptor | 2.722e-04 | 0.0 | CEACAM | Cell-Cell Contact | PMID: 24104458 |
| CD8+,T-cells(Nos)_source | CD8A_ligand | Epithelial,cells(Nos)_target | CEACAM5_receptor | 3.558e-03 | 0.0 | CEACAM | Cell-Cell Contact | PMID: 24104458 |
| Endothelial,cells(Nos)_source | CD8A_ligand | Epithelial,cells(Nos)_target | CEACAM5_receptor | 3.234e-04 | 0.0 | CEACAM | Cell-Cell Contact | PMID: 24104458 |
| Epithelial,cells(Nos)_source | CD8A_ligand | Epithelial,cells(Nos)_target | CEACAM5_receptor | 4.074e-04 | 0.0 | CEACAM | Cell-Cell Contact | PMID: 24104458 |
| Fibroblasts(Nos)_source | CD8A_ligand | Epithelial,cells(Nos)_target | CEACAM5_receptor | 1.070e-04 | 0.0 | CEACAM | Cell-Cell Contact | PMID: 24104458 |
| Macrophages(Nos)_source | CD8A_ligand | Epithelial,cells(Nos)_target | CEACAM5_receptor | 4.624e-05 | 0.0 | CEACAM | Cell-Cell Contact | PMID: 24104458 |
| Epithelial,cells(Nos)_source | CEACAM1_ligand | Epithelial,cells(Nos)_target | CEACAM5_receptor | 3.743e-03 | 0.0 | CEACAM | Cell-Cell Contact | PMID: 11590190 |
| B-cells(Nos)_source | CLEC2D_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 6.142e-04 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CLEC2D_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 3.357e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CLEC2B_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 1.987e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| Endothelial,cells(Nos)_source | CLEC2B_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 4.880e-04 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| B-cells(Nos)_source | CD69_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 6.387e-04 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CD69_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 7.869e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| Epithelial,cells(Nos)_source | DSC2_ligand | Epithelial,cells(Nos)_target | DSG2_receptor | 1.207e-03 | 0.0 | DESMOSOME | Cell-Cell Contact | PMID: 27298358 |
| Epithelial,cells(Nos)_source | F11R_ligand | Epithelial,cells(Nos)_target | F11R_receptor | 8.030e-05 | 0.0 | JAM | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-A_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.462e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-A_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 6.331e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-A_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.665e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | HLA-A_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.964e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | HLA-A_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 5.408e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-A_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 1.317e-04 | 0.04 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-A_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 5.730e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-A_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 1.511e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | HLA-A_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 4.876e-05 | 0.02 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-A_ligand | Fibroblasts(Nos)_target | CD8A_receptor | 4.996e-05 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-B_ligand | B-cells(Nos)_target | CD8A_receptor | 1.312e-04 | 0.04 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-B_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.602e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-B_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 5.755e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-B_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.716e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | HLA-B_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 2.364e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | HLA-B_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 6.034e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Macrophages(Nos)_source | HLA-B_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 2.579e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-B_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 1.445e-04 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-B_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 5.200e-04 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-B_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 1.558e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | HLA-B_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 2.131e-04 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | HLA-B_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 5.449e-05 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-B_ligand | Fibroblasts(Nos)_target | CD8A_receptor | 5.154e-05 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-C_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.266e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-C_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 4.922e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-C_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.507e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | HLA-C_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.907e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | HLA-C_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 5.767e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-C_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 4.436e-04 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-C_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 1.364e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | HLA-C_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 5.204e-05 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-E_ligand | B-cells(Nos)_target | CD8A_receptor | 1.763e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-E_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.846e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-E_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 6.322e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-E_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 2.286e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | HLA-E_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.439e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | HLA-E_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 4.480e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-E_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 1.670e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-E_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 5.722e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-E_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 2.091e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-E_ligand | Epithelial,cells(Nos)_target | CD8A_receptor | 2.639e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-E_ligand | Fibroblasts(Nos)_target | CD8A_receptor | 1.891e-04 | 0.04 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-E_ligand | Fibroblasts(Nos)_target | CD8A_receptor | 6.925e-05 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-F_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 4.105e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-F_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.905e-03 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-F_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 3.900e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Epithelial,cells(Nos)_source | HLA-F_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 4.855e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Fibroblasts(Nos)_source | HLA-F_ligand | CD8+,T-cells(Nos)_target | CD8A_receptor | 1.408e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-F_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 1.702e-04 | 0.0 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | HLA-F_ligand | Endothelial,cells(Nos)_target | CD8A_receptor | 3.481e-05 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-F_ligand | Fibroblasts(Nos)_target | CD8A_receptor | 5.612e-05 | 0.01 | MHC-I | Cell-Cell Contact | KEGG: hsa04514 |
| Endothelial,cells(Nos)_source | SEMA6A_ligand | B-cells(Nos)_target | PLXNA2_receptor | 2.143e-09 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Epithelial,cells(Nos)_source | SEMA6A_ligand | B-cells(Nos)_target | PLXNA2_receptor | 2.170e-09 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Endothelial,cells(Nos)_source | SEMA6A_ligand | CD8+,T-cells(Nos)_target | PLXNA2_receptor | 7.801e-09 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Epithelial,cells(Nos)_source | SEMA6A_ligand | CD8+,T-cells(Nos)_target | PLXNA2_receptor | 7.900e-09 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Endothelial,cells(Nos)_source | SEMA6A_ligand | Endothelial,cells(Nos)_target | PLXNA2_receptor | 9.939e-09 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Epithelial,cells(Nos)_source | SEMA6A_ligand | Endothelial,cells(Nos)_target | PLXNA2_receptor | 1.007e-08 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Endothelial,cells(Nos)_source | SEMA6A_ligand | Epithelial,cells(Nos)_target | PLXNA2_receptor | 3.774e-05 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Epithelial,cells(Nos)_source | SEMA6A_ligand | Epithelial,cells(Nos)_target | PLXNA2_receptor | 3.825e-05 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Endothelial,cells(Nos)_source | SEMA6A_ligand | Fibroblasts(Nos)_target | PLXNA2_receptor | 2.851e-09 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Epithelial,cells(Nos)_source | SEMA6A_ligand | Fibroblasts(Nos)_target | PLXNA2_receptor | 2.887e-09 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Endothelial,cells(Nos)_source | SEMA6A_ligand | Macrophages(Nos)_target | PLXNA2_receptor | 2.572e-10 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |
| Epithelial,cells(Nos)_source | SEMA6A_ligand | Macrophages(Nos)_target | PLXNA2_receptor | 2.604e-10 | 0.0 | SEMA6 | Cell-Cell Contact | PMID: 27533782 |