Sample overview
| Project Name | TCGA-HNSC |
| GSE ID | GSE139324 |
| GSM ID | GSM4138153 |
| Cell Line | None |
| Tissue type | tumor tissue |
| Disease Type | Head and neck squamous cell carcinoma |
| PMID | 31924475 |
| Initial gene number | 33694 |
| Initial cell number | 2453 |
| Post-QC gene number | 2899 |
| Post-QC cell number | 2267 |
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 |
|---|---|---|---|---|---|---|---|---|
| B-cells(Nos)_source | MIF_ligand | B-cells(Nos)_target | CD74_CXCR4_receptor | 1.204e-02 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 24760155 |
| CD8+,T-cells(Nos)_source | MIF_ligand | B-cells(Nos)_target | CD74_CXCR4_receptor | 3.083e-03 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 24760155 |
| B-cells(Nos)_source | MIF_ligand | CD8+,T-cells(Nos)_target | CD74_CXCR4_receptor | 2.371e-03 | 0.04 | MIF | Secreted Signaling | PMID: 29637711; PMID: 24760155 |
| CD8+,T-cells(Nos)_source | MIF_ligand | CD8+,T-cells(Nos)_target | CD74_CXCR4_receptor | 6.078e-04 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 24760155 |
| B-cells(Nos)_source | MIF_ligand | B-cells(Nos)_target | CD74_CD44_receptor | 7.431e-03 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| CD8+,T-cells(Nos)_source | MIF_ligand | B-cells(Nos)_target | CD74_CD44_receptor | 1.907e-03 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| B-cells(Nos)_source | MIF_ligand | CD8+,T-cells(Nos)_target | CD74_CD44_receptor | 2.007e-03 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| CD8+,T-cells(Nos)_source | MIF_ligand | CD8+,T-cells(Nos)_target | CD74_CD44_receptor | 5.147e-04 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| B-cells(Good)_source | MIF_ligand | Monocytes(Nos)_target | CD74_CD44_receptor | 2.070e-05 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| B-cells(Nos)_source | MIF_ligand | Monocytes(Nos)_target | CD74_CD44_receptor | 5.979e-04 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| CD4+,T-cells(Nos)_source | MIF_ligand | Monocytes(Nos)_target | CD74_CD44_receptor | 4.909e-04 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| CD8+,T-cells(Nos)_source | MIF_ligand | Monocytes(Nos)_target | CD74_CD44_receptor | 1.532e-04 | 0.0 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| Monocytes(Nos)_source | MIF_ligand | Monocytes(Nos)_target | CD74_CD44_receptor | 2.712e-05 | 0.01 | MIF | Secreted Signaling | PMID: 29637711; PMID: 26175090 |
| B-cells(Nos)_source | IL16_ligand | B-cells(Nos)_target | CD4_receptor | 3.700e-03 | 0.0 | IL16 | Secreted Signaling | KEGG: hsa04060 |
| CD4+,T-cells(Nos)_source | IL16_ligand | B-cells(Nos)_target | CD4_receptor | 5.085e-03 | 0.0 | IL16 | Secreted Signaling | KEGG: hsa04060 |
| B-cells(Nos)_source | IL16_ligand | Monocytes(Nos)_target | CD4_receptor | 4.043e-04 | 0.0 | IL16 | Secreted Signaling | KEGG: hsa04060 |
| CD4+,T-cells(Nos)_source | IL16_ligand | Monocytes(Nos)_target | CD4_receptor | 5.520e-04 | 0.0 | IL16 | Secreted Signaling | KEGG: hsa04060 |
| B-cells(Nos)_source | LGALS9_ligand | B-cells(Good)_target | PTPRC_receptor | 2.791e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Monocytes(Nos)_source | LGALS9_ligand | B-cells(Good)_target | PTPRC_receptor | 8.647e-06 | 0.03 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| B-cells(Nos)_source | LGALS9_ligand | B-cells(Nos)_target | PTPRC_receptor | 2.120e-03 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Monocytes(Nos)_source | LGALS9_ligand | B-cells(Nos)_target | PTPRC_receptor | 6.334e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| B-cells(Nos)_source | LGALS9_ligand | CD4+,T-cells(Nos)_target | PTPRC_receptor | 2.975e-03 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Monocytes(Nos)_source | LGALS9_ligand | CD4+,T-cells(Nos)_target | PTPRC_receptor | 8.726e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| B-cells(Nos)_source | LGALS9_ligand | CD8+,T-cells(Nos)_target | PTPRC_receptor | 7.419e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Monocytes(Nos)_source | LGALS9_ligand | CD8+,T-cells(Nos)_target | PTPRC_receptor | 2.163e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| B-cells(Nos)_source | LGALS9_ligand | Monocytes(Nos)_target | PTPRC_receptor | 1.373e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| Monocytes(Nos)_source | LGALS9_ligand | Monocytes(Nos)_target | PTPRC_receptor | 4.069e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 30120235 |
| B-cells(Nos)_source | LGALS9_ligand | B-cells(Good)_target | CD44_receptor | 1.452e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Monocytes(Nos)_source | LGALS9_ligand | B-cells(Good)_target | CD44_receptor | 4.539e-06 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| B-cells(Nos)_source | LGALS9_ligand | B-cells(Nos)_target | CD44_receptor | 6.537e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Monocytes(Nos)_source | LGALS9_ligand | B-cells(Nos)_target | CD44_receptor | 2.028e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| B-cells(Nos)_source | LGALS9_ligand | CD4+,T-cells(Nos)_target | CD44_receptor | 1.139e-03 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Monocytes(Nos)_source | LGALS9_ligand | CD4+,T-cells(Nos)_target | CD44_receptor | 3.493e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| B-cells(Nos)_source | LGALS9_ligand | CD8+,T-cells(Nos)_target | CD44_receptor | 3.368e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Monocytes(Nos)_source | LGALS9_ligand | CD8+,T-cells(Nos)_target | CD44_receptor | 1.025e-04 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| B-cells(Nos)_source | LGALS9_ligand | Monocytes(Nos)_target | CD44_receptor | 7.541e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| Monocytes(Nos)_source | LGALS9_ligand | Monocytes(Nos)_target | CD44_receptor | 2.298e-05 | 0.0 | GALECTIN | Secreted Signaling | PMID: 25065622 |
| B-cells(Good)_source | ADGRE5_ligand | B-cells(Good)_target | CD55_receptor | 2.609e-07 | 0.02 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| CD8+,T-cells(Nos)_source | ADGRE5_ligand | B-cells(Good)_target | CD55_receptor | 5.716e-06 | 0.0 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| Monocytes(Nos)_source | ADGRE5_ligand | B-cells(Good)_target | CD55_receptor | 2.365e-06 | 0.0 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| B-cells(Good)_source | ADGRE5_ligand | B-cells(Nos)_target | CD55_receptor | 3.755e-06 | 0.0 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| CD8+,T-cells(Nos)_source | ADGRE5_ligand | B-cells(Nos)_target | CD55_receptor | 8.234e-05 | 0.0 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| Monocytes(Nos)_source | ADGRE5_ligand | B-cells(Nos)_target | CD55_receptor | 3.411e-05 | 0.0 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| B-cells(Good)_source | ADGRE5_ligand | Monocytes(Nos)_target | CD55_receptor | 9.385e-07 | 0.0 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| CD8+,T-cells(Nos)_source | ADGRE5_ligand | Monocytes(Nos)_target | CD55_receptor | 2.048e-05 | 0.0 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| Monocytes(Nos)_source | ADGRE5_ligand | Monocytes(Nos)_target | CD55_receptor | 8.440e-06 | 0.0 | ADGRE5 | Cell-Cell Contact | PMID: 11297558 |
| B-cells(Nos)_source | CD22_ligand | B-cells(Nos)_target | PTPRC_receptor | 7.074e-03 | 0.0 | CD22 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | CD22_ligand | CD4+,T-cells(Nos)_target | PTPRC_receptor | 9.829e-03 | 0.0 | CD22 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | CD22_ligand | CD8+,T-cells(Nos)_target | PTPRC_receptor | 2.444e-03 | 0.0 | CD22 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | CD22_ligand | Monocytes(Nos)_target | PTPRC_receptor | 4.561e-04 | 0.0 | CD22 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | PTPRC_ligand | B-cells(Nos)_target | CD22_receptor | 7.074e-03 | 0.0 | CD45 | Cell-Cell Contact | PMID: 12115612 |
| CD4+,T-cells(Nos)_source | PTPRC_ligand | B-cells(Nos)_target | CD22_receptor | 9.829e-03 | 0.0 | CD45 | Cell-Cell Contact | PMID: 12115612 |
| CD8+,T-cells(Nos)_source | PTPRC_ligand | B-cells(Nos)_target | CD22_receptor | 2.444e-03 | 0.0 | CD45 | Cell-Cell Contact | PMID: 12115612 |
| Monocytes(Nos)_source | PTPRC_ligand | B-cells(Nos)_target | CD22_receptor | 4.561e-04 | 0.0 | CD45 | Cell-Cell Contact | PMID: 12115612 |
| CD8+,T-cells(Nos)_source | CD99_ligand | B-cells(Good)_target | CD99_receptor | 1.045e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | CD99_ligand | B-cells(Nos)_target | CD99_receptor | 2.499e-03 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | CD99_ligand | CD4+,T-cells(Nos)_target | CD99_receptor | 3.617e-03 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | CD99_ligand | CD8+,T-cells(Nos)_target | CD99_receptor | 1.045e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | CD99_ligand | CD8+,T-cells(Nos)_target | CD99_receptor | 2.499e-03 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source | CD99_ligand | CD8+,T-cells(Nos)_target | CD99_receptor | 3.617e-03 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | CD99_ligand | CD8+,T-cells(Nos)_target | CD99_receptor | 1.511e-03 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | CD99_ligand | CD8+,T-cells(Nos)_target | CD99_receptor | 2.154e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | CD99_ligand | Monocytes(Nos)_target | CD99_receptor | 2.154e-04 | 0.0 | CD99 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | CLEC2D_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 1.473e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD4+,T-cells(Nos)_source | CLEC2D_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 4.335e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CLEC2D_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 1.006e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD4+,T-cells(Nos)_source | CLEC2D_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 5.507e-04 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CLEC2D_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 1.278e-04 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| B-cells(Good)_source | CLEC2B_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 2.282e-05 | 0.01 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD4+,T-cells(Nos)_source | CLEC2B_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 1.554e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CLEC2B_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 1.375e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| Monocytes(Nos)_source | CLEC2B_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 2.179e-04 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD4+,T-cells(Nos)_source | CLEC2B_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 1.961e-04 | 0.02 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CLEC2B_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 1.754e-04 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| Monocytes(Nos)_source | CLEC2B_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 2.766e-05 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| B-cells(Good)_source | CD69_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 1.159e-04 | 0.02 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| B-cells(Nos)_source | CD69_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 6.175e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD4+,T-cells(Nos)_source | CD69_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 1.042e-02 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CD69_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 2.168e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| Monocytes(Nos)_source | CD69_ligand | CD4+,T-cells(Nos)_target | KLRB1_receptor | 2.107e-04 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD4+,T-cells(Nos)_source | CD69_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 1.344e-03 | 0.0 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| CD8+,T-cells(Nos)_source | CD69_ligand | CD8+,T-cells(Nos)_target | KLRB1_receptor | 2.789e-04 | 0.01 | CLEC | Cell-Cell Contact | PMID: 24223577 |
| B-cells(Good)_source | ICAM2_ligand | B-cells(Nos)_target | ITGAL_ITGB2_receptor | 1.270e-05 | 0.01 | ICAM | Cell-Cell Contact | KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source | ICAM2_ligand | B-cells(Nos)_target | ITGAL_ITGB2_receptor | 2.720e-04 | 0.0 | ICAM | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | ICAM2_ligand | CD4+,T-cells(Nos)_target | ITGAL_ITGB2_receptor | 1.530e-05 | 0.0 | ICAM | Cell-Cell Contact | KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source | ICAM2_ligand | CD4+,T-cells(Nos)_target | ITGAL_ITGB2_receptor | 3.276e-04 | 0.0 | ICAM | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | ICAM2_ligand | CD8+,T-cells(Nos)_target | ITGAL_ITGB2_receptor | 5.313e-06 | 0.0 | ICAM | Cell-Cell Contact | KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source | ICAM2_ligand | CD8+,T-cells(Nos)_target | ITGAL_ITGB2_receptor | 1.138e-04 | 0.0 | ICAM | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | ICAM2_ligand | Monocytes(Nos)_target | ITGAL_ITGB2_receptor | 1.411e-06 | 0.0 | ICAM | Cell-Cell Contact | KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source | ICAM2_ligand | Monocytes(Nos)_target | ITGAL_ITGB2_receptor | 3.023e-05 | 0.0 | ICAM | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | ITGB2_ligand | B-cells(Good)_target | ICAM2_receptor | 6.051e-05 | 0.03 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source | ITGB2_ligand | B-cells(Good)_target | ICAM2_receptor | 7.521e-05 | 0.0 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | ITGB2_ligand | B-cells(Good)_target | ICAM2_receptor | 2.472e-05 | 0.0 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | ITGB2_ligand | B-cells(Good)_target | ICAM2_receptor | 7.009e-06 | 0.0 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | ITGB2_ligand | CD4+,T-cells(Nos)_target | ICAM2_receptor | 1.298e-03 | 0.0 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source | ITGB2_ligand | CD4+,T-cells(Nos)_target | ICAM2_receptor | 1.614e-03 | 0.0 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | ITGB2_ligand | CD4+,T-cells(Nos)_target | ICAM2_receptor | 5.308e-04 | 0.0 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | ITGB2_ligand | CD4+,T-cells(Nos)_target | ICAM2_receptor | 1.506e-04 | 0.0 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | ITGB2_ligand | Monocytes(Nos)_target | ICAM2_receptor | 5.007e-06 | 0.0 | ITGB2 | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPA1_ligand | B-cells(Good)_target | CD4_receptor | 3.690e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DPA1_ligand | B-cells(Good)_target | CD4_receptor | 2.213e-05 | 0.03 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPA1_ligand | B-cells(Nos)_target | CD4_receptor | 1.740e-02 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-DPA1_ligand | B-cells(Nos)_target | CD4_receptor | 2.244e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DPA1_ligand | B-cells(Nos)_target | CD4_receptor | 1.041e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPA1_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 8.219e-03 | 0.04 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPA1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 2.453e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DPA1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.471e-04 | 0.02 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | HLA-DPA1_ligand | Monocytes(Nos)_target | CD4_receptor | 3.487e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPA1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.767e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-DPA1_ligand | Monocytes(Nos)_target | CD4_receptor | 2.377e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DPA1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.050e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPB1_ligand | B-cells(Good)_target | CD4_receptor | 3.765e-04 | 0.01 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPB1_ligand | B-cells(Nos)_target | CD4_receptor | 1.774e-02 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-DPB1_ligand | B-cells(Nos)_target | CD4_receptor | 2.542e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DPB1_ligand | B-cells(Nos)_target | CD4_receptor | 1.085e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPB1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 2.503e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DPB1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.537e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DPB1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.798e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-DPB1_ligand | Monocytes(Nos)_target | CD4_receptor | 2.675e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DPB1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.091e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQA1_ligand | B-cells(Good)_target | CD4_receptor | 3.167e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DQA1_ligand | B-cells(Good)_target | CD4_receptor | 1.714e-05 | 0.03 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQA1_ligand | B-cells(Nos)_target | CD4_receptor | 1.504e-02 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DQA1_ligand | B-cells(Nos)_target | CD4_receptor | 8.152e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQA1_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 7.046e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQA1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 2.107e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DQA1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.140e-04 | 0.02 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQA1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.546e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DQA1_ligand | Monocytes(Nos)_target | CD4_receptor | 8.402e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMA_ligand | B-cells(Good)_target | CD4_receptor | 2.194e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMA_ligand | B-cells(Good)_target | CD4_receptor | 1.315e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMA_ligand | B-cells(Nos)_target | CD4_receptor | 1.056e-02 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMA_ligand | B-cells(Nos)_target | CD4_receptor | 6.316e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMA_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 4.869e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMA_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.461e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMA_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 8.760e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | HLA-DMA_ligand | Monocytes(Nos)_target | CD4_receptor | 1.685e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMA_ligand | Monocytes(Nos)_target | CD4_receptor | 1.111e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMA_ligand | Monocytes(Nos)_target | CD4_receptor | 6.623e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMB_ligand | B-cells(Good)_target | CD4_receptor | 2.015e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMB_ligand | B-cells(Good)_target | CD4_receptor | 1.239e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMB_ligand | B-cells(Nos)_target | CD4_receptor | 9.719e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMB_ligand | B-cells(Nos)_target | CD4_receptor | 5.962e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMB_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 4.470e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMB_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 2.750e-04 | 0.03 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMB_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.343e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMB_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 8.255e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DMB_ligand | Monocytes(Nos)_target | CD4_receptor | 1.028e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DMB_ligand | Monocytes(Nos)_target | CD4_receptor | 6.273e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DOB_ligand | B-cells(Good)_target | CD4_receptor | 6.652e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | HLA-DOB_ligand | B-cells(Nos)_target | CD4_receptor | 7.148e-05 | 0.01 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DOB_ligand | B-cells(Nos)_target | CD4_receptor | 3.268e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DOB_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 1.471e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | HLA-DOB_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 9.677e-06 | 0.02 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DOB_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 4.441e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | HLA-DOB_ligand | Monocytes(Nos)_target | CD4_receptor | 7.893e-06 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DOB_ligand | Monocytes(Nos)_target | CD4_receptor | 3.580e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQB1_ligand | B-cells(Good)_target | CD4_receptor | 3.229e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DQB1_ligand | B-cells(Good)_target | CD4_receptor | 1.795e-05 | 0.02 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQB1_ligand | B-cells(Nos)_target | CD4_receptor | 1.533e-02 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DQB1_ligand | B-cells(Nos)_target | CD4_receptor | 8.520e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQB1_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 7.185e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQB1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 2.148e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DQB1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.194e-04 | 0.01 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DQB1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.573e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-DQB1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.128e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DQB1_ligand | Monocytes(Nos)_target | CD4_receptor | 8.750e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRA_ligand | B-cells(Good)_target | CD4_receptor | 4.805e-04 | 0.02 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRA_ligand | B-cells(Nos)_target | CD4_receptor | 2.233e-02 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRA_ligand | B-cells(Nos)_target | CD4_receptor | 1.341e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRA_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 3.189e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRA_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.923e-04 | 0.03 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | HLA-DRA_ligand | Monocytes(Nos)_target | CD4_receptor | 4.029e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRA_ligand | Monocytes(Nos)_target | CD4_receptor | 2.211e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-DRA_ligand | Monocytes(Nos)_target | CD4_receptor | 2.569e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRA_ligand | Monocytes(Nos)_target | CD4_receptor | 1.317e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB1_ligand | B-cells(Good)_target | CD4_receptor | 1.750e-05 | 0.02 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRB1_ligand | B-cells(Nos)_target | CD4_receptor | 1.269e-02 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-DRB1_ligand | B-cells(Nos)_target | CD4_receptor | 1.729e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB1_ligand | B-cells(Nos)_target | CD4_receptor | 8.319e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRB1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.767e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB1_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 1.165e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Good)_source | HLA-DRB1_ligand | Monocytes(Nos)_target | CD4_receptor | 2.702e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRB1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.321e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source | HLA-DRB1_ligand | Monocytes(Nos)_target | CD4_receptor | 1.853e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB1_ligand | Monocytes(Nos)_target | CD4_receptor | 8.560e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRB5_ligand | B-cells(Good)_target | CD4_receptor | 1.207e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB5_ligand | B-cells(Good)_target | CD4_receptor | 8.921e-06 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRB5_ligand | B-cells(Nos)_target | CD4_receptor | 5.884e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB5_ligand | B-cells(Nos)_target | CD4_receptor | 4.328e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRB5_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 2.671e-03 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB5_ligand | CD4+,T-cells(Nos)_target | CD4_receptor | 1.977e-04 | 0.01 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRB5_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 8.049e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB5_ligand | CD8+,T-cells(Nos)_target | CD4_receptor | 5.948e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| B-cells(Nos)_source | HLA-DRB5_ligand | Monocytes(Nos)_target | CD4_receptor | 6.353e-04 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |
| Monocytes(Nos)_source | HLA-DRB5_ligand | Monocytes(Nos)_target | CD4_receptor | 4.626e-05 | 0.0 | MHC-II | Cell-Cell Contact | KEGG: hsa04514 |