Sample overview
| Project Name |
TCGA-HNSC
|
| GSE ID |
GSE139324
|
| GSM ID |
GSM4138133
|
| Cell Line |
None
|
| Tissue type |
tumor tissue
|
| Disease Type |
Head and neck squamous cell carcinoma
|
| PMID |
31924475
|
| Initial gene number |
33694
|
| Initial cell number |
1905
|
| Post-QC gene number |
1426
|
| Post-QC cell number |
1742
|
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 |
| CD8+,T-cells(Nos)_source |
CXCL13_ligand |
CD4+,T-cells(Nos)_target |
CXCR3_receptor |
1.020e-03 |
0.0 |
CXCL |
Secreted Signaling |
KEGG: hsa04060 |
| CD8+,T-cells(Nos)_source |
CXCL13_ligand |
CD8+,T-cells(Nos)_target |
CXCR3_receptor |
2.677e-03 |
0.0 |
CXCL |
Secreted Signaling |
KEGG: hsa04060 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
B-cells(Nos)_target |
CD74_CXCR4_receptor |
5.568e-04 |
0.01 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| CD8+,T-cells(Nos)_source |
MIF_ligand |
B-cells(Nos)_target |
CD74_CXCR4_receptor |
1.229e-03 |
0.01 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| Macrophages(Nos)_source |
MIF_ligand |
B-cells(Nos)_target |
CD74_CXCR4_receptor |
3.425e-04 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
CD8+,T-cells(Nos)_target |
CD74_CXCR4_receptor |
5.178e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| CD8+,T-cells(Nos)_source |
MIF_ligand |
CD8+,T-cells(Nos)_target |
CD74_CXCR4_receptor |
1.143e-02 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| Macrophages(Nos)_source |
MIF_ligand |
CD8+,T-cells(Nos)_target |
CD74_CXCR4_receptor |
3.186e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
Macrophages(Nos)_target |
CD74_CXCR4_receptor |
1.234e-03 |
0.03 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| CD8+,T-cells(Nos)_source |
MIF_ligand |
Macrophages(Nos)_target |
CD74_CXCR4_receptor |
2.724e-03 |
0.04 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| Macrophages(Nos)_source |
MIF_ligand |
Macrophages(Nos)_target |
CD74_CXCR4_receptor |
7.596e-04 |
0.02 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
CD8+,T-cells(Nos)_target |
CD74_CD44_receptor |
5.996e-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 |
1.323e-02 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| Macrophages(Nos)_source |
MIF_ligand |
CD8+,T-cells(Nos)_target |
CD74_CD44_receptor |
3.688e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
Macrophages(Nos)_target |
CD74_CD44_receptor |
1.773e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| CD8+,T-cells(Nos)_source |
MIF_ligand |
Macrophages(Nos)_target |
CD74_CD44_receptor |
3.913e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| Macrophages(Nos)_source |
MIF_ligand |
Macrophages(Nos)_target |
CD74_CD44_receptor |
1.090e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| CD8+,T-cells(Nos)_source |
CD99_ligand |
CD8+,T-cells(Nos)_target |
CD99_receptor |
3.449e-02 |
0.0 |
CD99 |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
CLEC2D_ligand |
CD4+,T-cells(Nos)_target |
KLRB1_receptor |
7.828e-04 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD8+,T-cells(Nos)_source |
CLEC2D_ligand |
CD4+,T-cells(Nos)_target |
KLRB1_receptor |
1.783e-03 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD4+,T-cells(Nos)_source |
CLEC2D_ligand |
CD8+,T-cells(Nos)_target |
KLRB1_receptor |
9.823e-04 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD8+,T-cells(Nos)_source |
CLEC2D_ligand |
CD8+,T-cells(Nos)_target |
KLRB1_receptor |
2.238e-03 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD8+,T-cells(Nos)_source |
CLEC2B_ligand |
CD4+,T-cells(Nos)_target |
KLRB1_receptor |
1.460e-03 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| Macrophages(Nos)_source |
CLEC2B_ligand |
CD4+,T-cells(Nos)_target |
KLRB1_receptor |
1.521e-04 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD8+,T-cells(Nos)_source |
CLEC2B_ligand |
CD8+,T-cells(Nos)_target |
KLRB1_receptor |
1.830e-03 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| Macrophages(Nos)_source |
CLEC2B_ligand |
CD8+,T-cells(Nos)_target |
KLRB1_receptor |
1.901e-04 |
0.01 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| B-cells(Nos)_source |
CD69_ligand |
CD4+,T-cells(Nos)_target |
KLRB1_receptor |
5.533e-04 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD4+,T-cells(Nos)_source |
CD69_ligand |
CD4+,T-cells(Nos)_target |
KLRB1_receptor |
1.868e-03 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD8+,T-cells(Nos)_source |
CD69_ligand |
CD4+,T-cells(Nos)_target |
KLRB1_receptor |
5.485e-03 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| B-cells(Nos)_source |
CD69_ligand |
CD8+,T-cells(Nos)_target |
KLRB1_receptor |
7.031e-04 |
0.01 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD4+,T-cells(Nos)_source |
CD69_ligand |
CD8+,T-cells(Nos)_target |
KLRB1_receptor |
2.364e-03 |
0.03 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD8+,T-cells(Nos)_source |
CD69_ligand |
CD8+,T-cells(Nos)_target |
KLRB1_receptor |
6.975e-03 |
0.0 |
CLEC |
Cell-Cell Contact |
PMID: 24223577 |
| CD4+,T-cells(Nos)_source |
LCK_ligand |
CD8+,T-cells(Nos)_target |
CD8 receptor_receptor |
3.357e-03 |
0.0 |
LCK |
Cell-Cell Contact |
PMID: 25427562 |
| CD8+,T-cells(Nos)_source |
LCK_ligand |
CD8+,T-cells(Nos)_target |
CD8 receptor_receptor |
8.020e-03 |
0.0 |
LCK |
Cell-Cell Contact |
PMID: 25427562 |
| B-cells(Good)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
8.717e-04 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
2.301e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
1.154e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
2.632e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| Macrophages(Nos)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
6.203e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Good)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
1.143e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
2.383e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
1.098e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
2.584e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| Macrophages(Nos)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
6.541e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Good)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
1.246e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
2.597e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
1.196e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
2.800e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| Macrophages(Nos)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
6.950e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Good)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
9.995e-04 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
3.042e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
1.306e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
3.027e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| Macrophages(Nos)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8A_receptor |
7.525e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
1.394e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
7.029e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
1.604e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| Macrophages(Nos)_source |
HLA-A_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
3.765e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
1.445e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
6.675e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
1.574e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| Macrophages(Nos)_source |
HLA-B_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
3.979e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
1.580e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
7.290e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
1.711e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| Macrophages(Nos)_source |
HLA-C_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
4.237e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
1.863e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
7.991e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD8+,T-cells(Nos)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
1.856e-02 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |
| Macrophages(Nos)_source |
HLA-E_ligand |
CD8+,T-cells(Nos)_target |
CD8B_receptor |
4.603e-03 |
0.0 |
MHC-I |
Cell-Cell Contact |
KEGG: hsa04514 |