Sample overview
| Project Name |
TCGA-HNSC
|
| GSE ID |
GSE164690
|
| GSM ID |
GSM5017036
|
| Cell Line |
None
|
| Tissue type |
PBL
|
| Disease Type |
None
|
| PMID |
34921143
|
| Initial gene number |
33545
|
| Initial cell number |
1978
|
| Post-QC gene number |
1095
|
| Post-QC cell number |
395
|
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 |
2.205e-04 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
B-cells(Nos)_target |
CD74_CXCR4_receptor |
3.207e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| NK,cells(Nos)_source |
MIF_ligand |
B-cells(Nos)_target |
CD74_CXCR4_receptor |
3.258e-04 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| B-cells(Nos)_source |
MIF_ligand |
CD4+,T-cells(Nos)_target |
CD74_CXCR4_receptor |
1.554e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
CD4+,T-cells(Nos)_target |
CD74_CXCR4_receptor |
2.271e-02 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| NK,cells(Nos)_source |
MIF_ligand |
CD4+,T-cells(Nos)_target |
CD74_CXCR4_receptor |
2.296e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 24760155 |
| B-cells(Nos)_source |
MIF_ligand |
B-cells(Nos)_target |
CD74_CD44_receptor |
1.664e-04 |
0.03 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
B-cells(Nos)_target |
CD74_CD44_receptor |
2.427e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| NK,cells(Nos)_source |
MIF_ligand |
B-cells(Nos)_target |
CD74_CD44_receptor |
2.458e-04 |
0.03 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
CD4+,T-cells(Nos)_target |
CD74_CD44_receptor |
2.179e-02 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| B-cells(Nos)_source |
MIF_ligand |
Monocytes(Nos)_target |
CD74_CD44_receptor |
4.418e-04 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| CD4+,T-cells(Nos)_source |
MIF_ligand |
Monocytes(Nos)_target |
CD74_CD44_receptor |
6.420e-03 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| Monocytes(Nos)_source |
MIF_ligand |
Monocytes(Nos)_target |
CD74_CD44_receptor |
5.425e-04 |
0.04 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| NK,cells(Nos)_source |
MIF_ligand |
Monocytes(Nos)_target |
CD74_CD44_receptor |
6.529e-04 |
0.0 |
MIF |
Secreted Signaling |
PMID: 29637711; PMID: 26175090 |
| Monocytes(Nos)_source |
LGALS9_ligand |
B-cells(Nos)_target |
PTPRC_receptor |
1.697e-04 |
0.04 |
GALECTIN |
Secreted Signaling |
PMID: 30120235 |
| Monocytes(Nos)_source |
LGALS9_ligand |
CD4+,T-cells(Nos)_target |
PTPRC_receptor |
7.105e-03 |
0.0 |
GALECTIN |
Secreted Signaling |
PMID: 30120235 |
| Monocytes(Nos)_source |
LGALS9_ligand |
Monocytes(Nos)_target |
PTPRC_receptor |
1.311e-03 |
0.0 |
GALECTIN |
Secreted Signaling |
PMID: 30120235 |
| Monocytes(Nos)_source |
LGALS9_ligand |
NK,cells(Nos)_target |
PTPRC_receptor |
1.028e-03 |
0.0 |
GALECTIN |
Secreted Signaling |
PMID: 30120235 |
| Monocytes(Nos)_source |
LGALS9_ligand |
B-cells(Nos)_target |
CD44_receptor |
1.338e-04 |
0.0 |
GALECTIN |
Secreted Signaling |
PMID: 25065622 |
| Monocytes(Nos)_source |
LGALS9_ligand |
CD4+,T-cells(Nos)_target |
CD44_receptor |
3.459e-03 |
0.0 |
GALECTIN |
Secreted Signaling |
PMID: 25065622 |
| Monocytes(Nos)_source |
LGALS9_ligand |
Monocytes(Nos)_target |
CD44_receptor |
7.049e-04 |
0.0 |
GALECTIN |
Secreted Signaling |
PMID: 25065622 |
| Monocytes(Nos)_source |
ADGRE5_ligand |
Monocytes(Nos)_target |
CD55_receptor |
2.552e-04 |
0.0 |
ADGRE5 |
Cell-Cell Contact |
PMID: 11297558 |
| NK,cells(Nos)_source |
ADGRE5_ligand |
Monocytes(Nos)_target |
CD55_receptor |
8.680e-05 |
0.0 |
ADGRE5 |
Cell-Cell Contact |
PMID: 11297558 |
| NK,cells(Nos)_source |
CD99_ligand |
B-cells(Nos)_target |
CD99_receptor |
3.979e-04 |
0.01 |
CD99 |
Cell-Cell Contact |
KEGG: hsa04514 |
| NK,cells(Nos)_source |
CD99_ligand |
CD4+,T-cells(Nos)_target |
CD99_receptor |
3.573e-03 |
0.0 |
CD99 |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
CD99_ligand |
NK,cells(Nos)_target |
CD99_receptor |
3.979e-04 |
0.01 |
CD99 |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
CD99_ligand |
NK,cells(Nos)_target |
CD99_receptor |
3.573e-03 |
0.0 |
CD99 |
Cell-Cell Contact |
KEGG: hsa04514 |
| NK,cells(Nos)_source |
CD99_ligand |
NK,cells(Nos)_target |
CD99_receptor |
1.991e-03 |
0.0 |
CD99 |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DPA1_ligand |
B-cells(Nos)_target |
CD4_receptor |
4.442e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DPA1_ligand |
B-cells(Nos)_target |
CD4_receptor |
7.582e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| NK,cells(Nos)_source |
HLA-DPA1_ligand |
B-cells(Nos)_target |
CD4_receptor |
1.039e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DPA1_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
4.679e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DPA1_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
7.913e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DPA1_ligand |
Monocytes(Nos)_target |
CD4_receptor |
6.894e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DPA1_ligand |
Monocytes(Nos)_target |
CD4_receptor |
1.175e-03 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| NK,cells(Nos)_source |
HLA-DPA1_ligand |
Monocytes(Nos)_target |
CD4_receptor |
1.579e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DPB1_ligand |
B-cells(Nos)_target |
CD4_receptor |
4.930e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DPB1_ligand |
B-cells(Nos)_target |
CD4_receptor |
7.929e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DPB1_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
5.282e-04 |
0.01 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DPB1_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
8.329e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DPB1_ligand |
Monocytes(Nos)_target |
CD4_receptor |
7.672e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DPB1_ligand |
Monocytes(Nos)_target |
CD4_receptor |
1.230e-03 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DMA_ligand |
B-cells(Nos)_target |
CD4_receptor |
2.329e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DMA_ligand |
B-cells(Nos)_target |
CD4_receptor |
3.931e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DMA_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
2.287e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DMA_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
3.838e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DMA_ligand |
Monocytes(Nos)_target |
CD4_receptor |
3.573e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DMA_ligand |
Monocytes(Nos)_target |
CD4_receptor |
6.025e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DMB_ligand |
B-cells(Nos)_target |
CD4_receptor |
6.232e-05 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DMB_ligand |
B-cells(Nos)_target |
CD4_receptor |
1.123e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DMB_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
5.799e-05 |
0.01 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DMB_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
1.045e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DMB_ligand |
Monocytes(Nos)_target |
CD4_receptor |
9.473e-05 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DMB_ligand |
Monocytes(Nos)_target |
CD4_receptor |
1.707e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DMB_ligand |
NK,cells(Nos)_target |
CD4_receptor |
9.733e-07 |
0.01 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DMB_ligand |
NK,cells(Nos)_target |
CD4_receptor |
1.754e-06 |
0.01 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRA_ligand |
B-cells(Nos)_target |
CD4_receptor |
5.889e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRA_ligand |
B-cells(Nos)_target |
CD4_receptor |
9.671e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRA_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
6.529e-04 |
0.02 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRA_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
1.051e-03 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRA_ligand |
Monocytes(Nos)_target |
CD4_receptor |
9.212e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRA_ligand |
Monocytes(Nos)_target |
CD4_receptor |
1.508e-03 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRB1_ligand |
B-cells(Nos)_target |
CD4_receptor |
3.086e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-DRB1_ligand |
B-cells(Nos)_target |
CD4_receptor |
2.253e-04 |
0.01 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRB1_ligand |
B-cells(Nos)_target |
CD4_receptor |
5.006e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRB1_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
3.105e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRB1_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
4.982e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRB1_ligand |
Monocytes(Nos)_target |
CD4_receptor |
4.754e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| CD4+,T-cells(Nos)_source |
HLA-DRB1_ligand |
Monocytes(Nos)_target |
CD4_receptor |
3.416e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRB1_ligand |
Monocytes(Nos)_target |
CD4_receptor |
7.697e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRB5_ligand |
B-cells(Nos)_target |
CD4_receptor |
2.629e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRB5_ligand |
B-cells(Nos)_target |
CD4_receptor |
3.264e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRB5_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
2.606e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRB5_ligand |
CD4+,T-cells(Nos)_target |
CD4_receptor |
3.150e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| B-cells(Nos)_source |
HLA-DRB5_ligand |
Monocytes(Nos)_target |
CD4_receptor |
4.040e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRB5_ligand |
Monocytes(Nos)_target |
CD4_receptor |
4.993e-04 |
0.0 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
HLA-DRB5_ligand |
NK,cells(Nos)_target |
CD4_receptor |
5.300e-06 |
0.03 |
MHC-II |
Cell-Cell Contact |
KEGG: hsa04514 |
| Monocytes(Nos)_source |
PECAM1_ligand |
Monocytes(Nos)_target |
PECAM1_receptor |
9.756e-04 |
0.0 |
PECAM1 |
Cell-Cell Contact |
KEGG: hsa04514 |