Sample overview
| Project Name |
TCGA-READ
|
| GSE ID |
GSE199726
|
| GSM ID |
GSM5983199
|
| Cell Line |
None
|
| Tissue type |
metastasis: lymphatic metastasis
|
| Disease Type |
Colorectal cancer with lymph node metastasis
|
| PMID |
36805487
|
| Initial gene number |
33694
|
| Initial cell number |
11034
|
| Post-QC gene number |
10945
|
| Post-QC cell number |
3924
|
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 |
| Fibroblasts(Nos)_source |
WNT5B_ligand |
Fibroblasts(Poor)_target |
FZD6_receptor |
1.479e-04 |
0.01 |
ncWNT |
Secreted Signaling |
KEGG: hsa04310 |
| Fibroblasts(Poor)_source |
WNT5B_ligand |
Fibroblasts(Poor)_target |
FZD6_receptor |
1.706e-05 |
0.0 |
ncWNT |
Secreted Signaling |
KEGG: hsa04310 |
| Fibroblasts(Good)_source |
PROS1_ligand |
Fibroblasts(Nos)_target |
AXL_receptor |
2.035e-04 |
0.0 |
PROS |
Secreted Signaling |
PMID: 29531161 |
| Fibroblasts(Good)_source |
PROS1_ligand |
Fibroblasts(Poor)_target |
AXL_receptor |
2.193e-05 |
0.0 |
PROS |
Secreted Signaling |
PMID: 29531161 |
| Fibroblasts(Nos)_source |
PROS1_ligand |
Fibroblasts(Poor)_target |
AXL_receptor |
1.425e-04 |
0.0 |
PROS |
Secreted Signaling |
PMID: 29531161 |
| Fibroblasts(Nos)_source |
COL1A1_ligand |
Fibroblasts(Nos)_target |
ITGA2_ITGB1_receptor |
8.254e-02 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A1_ligand |
Fibroblasts(Poor)_target |
ITGA2_ITGB1_receptor |
7.338e-03 |
0.01 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A2_ligand |
Fibroblasts(Nos)_target |
ITGA2_ITGB1_receptor |
7.564e-02 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A2_ligand |
Fibroblasts(Poor)_target |
ITGA2_ITGB1_receptor |
6.726e-03 |
0.01 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A1_ligand |
Fibroblasts(Nos)_target |
ITGA2_ITGB1_receptor |
2.232e-02 |
0.01 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A1_ligand |
Fibroblasts(Poor)_target |
ITGA2_ITGB1_receptor |
1.989e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A2_ligand |
Fibroblasts(Nos)_target |
ITGA2_ITGB1_receptor |
2.348e-02 |
0.02 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A2_ligand |
Fibroblasts(Poor)_target |
ITGA2_ITGB1_receptor |
2.092e-03 |
0.01 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A1_ligand |
Fibroblasts(Nos)_target |
ITGA2_ITGB1_receptor |
7.870e-02 |
0.03 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A1_ligand |
Fibroblasts(Poor)_target |
ITGA2_ITGB1_receptor |
6.998e-03 |
0.02 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A2_ligand |
Fibroblasts(Nos)_target |
ITGA2_ITGB1_receptor |
6.713e-02 |
0.02 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A2_ligand |
Fibroblasts(Poor)_target |
ITGA2_ITGB1_receptor |
5.972e-03 |
0.01 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
FN1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
3.713e-04 |
0.0 |
FN1 |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
FN1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
2.900e-03 |
0.0 |
FN1 |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Poor)_source |
FN1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
2.331e-04 |
0.04 |
FN1 |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
FN1_ligand |
Fibroblasts(Nos)_target |
ITGA5_ITGB1_receptor |
9.315e-02 |
0.0 |
FN1 |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
LAMC1_ligand |
Fibroblasts(Nos)_target |
ITGA2_ITGB1_receptor |
4.639e-02 |
0.0 |
LAMININ |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
LAMC1_ligand |
Fibroblasts(Poor)_target |
ITGA2_ITGB1_receptor |
4.130e-03 |
0.0 |
LAMININ |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
LAMC1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
1.945e-04 |
0.02 |
LAMININ |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
LAMC1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
1.601e-03 |
0.0 |
LAMININ |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
THBS2_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
2.480e-04 |
0.0 |
THBS |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL1A1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
3.718e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
2.950e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL1A2_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
3.399e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A2_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
2.685e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL4A1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
9.139e-05 |
0.04 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
7.527e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL4A2_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
9.732e-05 |
0.03 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A2_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
7.928e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL6A1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
3.589e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A1_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
2.802e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL6A2_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
3.066e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A2_ligand |
Fibroblasts(Poor)_target |
ITGA3_ITGB1_receptor |
2.363e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
FN1_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
6.023e-04 |
0.0 |
FN1 |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
FN1_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
4.703e-03 |
0.0 |
FN1 |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL1A1_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
6.032e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A1_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
4.781e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL1A2_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
5.528e-04 |
0.01 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A2_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
4.365e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A1_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
1.251e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A2_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
1.317e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL6A1_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
5.829e-04 |
0.01 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A1_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
4.549e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL6A2_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
5.002e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A2_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
3.855e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
LAMC1_ligand |
Fibroblasts(Good)_target |
CD44_receptor |
3.678e-03 |
0.04 |
LAMININ |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
LAMC1_ligand |
Fibroblasts(Nos)_target |
CD44_receptor |
2.779e-02 |
0.01 |
LAMININ |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
LAMC1_ligand |
Fibroblasts(Poor)_target |
CD44_receptor |
2.634e-03 |
0.0 |
LAMININ |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL1A1_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
4.575e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A1_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
3.628e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL1A2_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
4.186e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL1A2_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
3.306e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A1_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
9.342e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL4A2_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
9.838e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL6A1_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
4.418e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A1_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
3.448e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
COL6A2_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
3.780e-04 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
COL6A2_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
2.914e-03 |
0.0 |
COLLAGEN |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Good)_source |
FN1_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
4.568e-04 |
0.0 |
FN1 |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
FN1_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
3.567e-03 |
0.0 |
FN1 |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
THBS2_ligand |
Fibroblasts(Poor)_target |
SDC4_receptor |
3.084e-04 |
0.0 |
THBS |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
THBS2_ligand |
Fibroblasts(Nos)_target |
CD47_receptor |
1.712e-03 |
0.02 |
THBS |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
THBS2_ligand |
Fibroblasts(Poor)_target |
CD47_receptor |
1.710e-04 |
0.0 |
THBS |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
HSPG2_ligand |
Fibroblasts(Poor)_target |
DAG1_receptor |
3.495e-05 |
0.0 |
HSPG |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Nos)_source |
LAMC1_ligand |
Fibroblasts(Poor)_target |
DAG1_receptor |
2.744e-04 |
0.0 |
LAMININ |
ECM-Receptor |
KEGG: hsa04512 |
| Fibroblasts(Poor)_source |
CDH2_ligand |
Fibroblasts(Good)_target |
CDH2_receptor |
1.349e-06 |
0.04 |
CDH |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Poor)_source |
CDH2_ligand |
Fibroblasts(Nos)_target |
CDH2_receptor |
9.666e-06 |
0.03 |
CDH |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Good)_source |
CDH2_ligand |
Fibroblasts(Poor)_target |
CDH2_receptor |
1.349e-06 |
0.04 |
CDH |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Nos)_source |
CDH2_ligand |
Fibroblasts(Poor)_target |
CDH2_receptor |
9.666e-06 |
0.03 |
CDH |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Poor)_source |
CDH2_ligand |
Fibroblasts(Poor)_target |
CDH2_receptor |
1.058e-06 |
0.02 |
CDH |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Poor)_source |
MPZL1_ligand |
Fibroblasts(Good)_target |
MPZL1_receptor |
2.457e-05 |
0.02 |
MPZ |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Poor)_source |
MPZL1_ligand |
Fibroblasts(Nos)_target |
MPZL1_receptor |
1.874e-04 |
0.01 |
MPZ |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Good)_source |
MPZL1_ligand |
Fibroblasts(Poor)_target |
MPZL1_receptor |
2.457e-05 |
0.02 |
MPZ |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Nos)_source |
MPZL1_ligand |
Fibroblasts(Poor)_target |
MPZL1_receptor |
1.874e-04 |
0.01 |
MPZ |
Cell-Cell Contact |
KEGG: hsa04514 |
| Fibroblasts(Poor)_source |
MPZL1_ligand |
Fibroblasts(Poor)_target |
MPZL1_receptor |
1.792e-05 |
0.01 |
MPZ |
Cell-Cell Contact |
KEGG: hsa04514 |