Tissue | Expression Dynamics | Abbreviation |
Breast | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Breast/SUMO3_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
Colorectum (GSE201348) | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Colorectum/Becker/SUMO3_pca_on_diff_genes.png) | FAP: Familial adenomatous polyposis |
CRC: Colorectal cancer |
Colorectum (HTA11) | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Colorectum/Chen/SUMO3_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
Endometrium | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Endometrium/SUMO3_pca_on_diff_genes.png) | AEH: Atypical endometrial hyperplasia |
EEC: Endometrioid Cancer |
Esophagus | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Esophagus/SUMO3_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
Liver | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Liver/SUMO3_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Oral Cavity | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/OralCavity/SUMO3_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
Skin | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Skin/SUMO3_pca_on_diff_genes.png) | AK: Actinic keratosis |
cSCC: Cutaneous squamous cell carcinoma |
SCCIS:squamous cell carcinoma in situ |
Thyroid | ![The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.](images/deg_images/Thyroid/SUMO3_pca_on_diff_genes.png) | ATC: Anaplastic thyroid cancer |
HT: Hashimoto's thyroiditis |
PTC: Papillary thyroid cancer |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:005109814 | Breast | IDC | regulation of binding | 57/1434 | 363/18723 | 1.59e-07 | 8.76e-06 | 57 |
GO:005110114 | Breast | IDC | regulation of DNA binding | 26/1434 | 118/18723 | 7.42e-07 | 3.40e-05 | 26 |
GO:00433922 | Breast | IDC | negative regulation of DNA binding | 12/1434 | 52/18723 | 4.51e-04 | 6.07e-03 | 12 |
GO:005110014 | Breast | IDC | negative regulation of binding | 25/1434 | 162/18723 | 5.98e-04 | 7.54e-03 | 25 |
GO:005109823 | Breast | DCIS | regulation of binding | 55/1390 | 363/18723 | 3.14e-07 | 1.48e-05 | 55 |
GO:005110123 | Breast | DCIS | regulation of DNA binding | 26/1390 | 118/18723 | 4.09e-07 | 1.87e-05 | 26 |
GO:004339211 | Breast | DCIS | negative regulation of DNA binding | 12/1390 | 52/18723 | 3.40e-04 | 4.87e-03 | 12 |
GO:005110022 | Breast | DCIS | negative regulation of binding | 25/1390 | 162/18723 | 3.77e-04 | 5.27e-03 | 25 |
GO:0051098 | Colorectum | AD | regulation of binding | 126/3918 | 363/18723 | 6.01e-10 | 4.88e-08 | 126 |
GO:1900180 | Colorectum | AD | regulation of protein localization to nucleus | 55/3918 | 136/18723 | 1.70e-07 | 7.34e-06 | 55 |
GO:0034504 | Colorectum | AD | protein localization to nucleus | 94/3918 | 290/18723 | 2.83e-06 | 8.09e-05 | 94 |
GO:0051101 | Colorectum | AD | regulation of DNA binding | 42/3918 | 118/18723 | 1.62e-04 | 2.23e-03 | 42 |
GO:0051100 | Colorectum | AD | negative regulation of binding | 50/3918 | 162/18723 | 1.84e-03 | 1.51e-02 | 50 |
GO:00510981 | Colorectum | SER | regulation of binding | 97/2897 | 363/18723 | 1.98e-08 | 1.43e-06 | 97 |
GO:19001801 | Colorectum | SER | regulation of protein localization to nucleus | 46/2897 | 136/18723 | 8.50e-08 | 5.27e-06 | 46 |
GO:00345041 | Colorectum | SER | protein localization to nucleus | 74/2897 | 290/18723 | 5.74e-06 | 2.05e-04 | 74 |
GO:00511011 | Colorectum | SER | regulation of DNA binding | 33/2897 | 118/18723 | 3.70e-04 | 5.71e-03 | 33 |
GO:00511001 | Colorectum | SER | negative regulation of binding | 40/2897 | 162/18723 | 1.46e-03 | 1.59e-02 | 40 |
GO:00510982 | Colorectum | MSS | regulation of binding | 113/3467 | 363/18723 | 3.55e-09 | 2.41e-07 | 113 |
GO:19001802 | Colorectum | MSS | regulation of protein localization to nucleus | 54/3467 | 136/18723 | 6.20e-09 | 3.95e-07 | 54 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0541824 | Breast | IDC | Fluid shear stress and atherosclerosis | 34/867 | 139/8465 | 9.41e-07 | 1.61e-05 | 1.20e-05 | 34 |
hsa0541834 | Breast | IDC | Fluid shear stress and atherosclerosis | 34/867 | 139/8465 | 9.41e-07 | 1.61e-05 | 1.20e-05 | 34 |
hsa0541844 | Breast | DCIS | Fluid shear stress and atherosclerosis | 34/846 | 139/8465 | 5.31e-07 | 9.03e-06 | 6.65e-06 | 34 |
hsa0541854 | Breast | DCIS | Fluid shear stress and atherosclerosis | 34/846 | 139/8465 | 5.31e-07 | 9.03e-06 | 6.65e-06 | 34 |
hsa05418 | Colorectum | AD | Fluid shear stress and atherosclerosis | 54/2092 | 139/8465 | 1.41e-04 | 1.16e-03 | 7.37e-04 | 54 |
hsa054181 | Colorectum | AD | Fluid shear stress and atherosclerosis | 54/2092 | 139/8465 | 1.41e-04 | 1.16e-03 | 7.37e-04 | 54 |
hsa054182 | Colorectum | SER | Fluid shear stress and atherosclerosis | 40/1580 | 139/8465 | 2.28e-03 | 1.75e-02 | 1.27e-02 | 40 |
hsa054183 | Colorectum | SER | Fluid shear stress and atherosclerosis | 40/1580 | 139/8465 | 2.28e-03 | 1.75e-02 | 1.27e-02 | 40 |
hsa054184 | Colorectum | MSS | Fluid shear stress and atherosclerosis | 51/1875 | 139/8465 | 6.06e-05 | 5.80e-04 | 3.55e-04 | 51 |
hsa054185 | Colorectum | MSS | Fluid shear stress and atherosclerosis | 51/1875 | 139/8465 | 6.06e-05 | 5.80e-04 | 3.55e-04 | 51 |
hsa0541826 | Endometrium | AEH | Fluid shear stress and atherosclerosis | 43/1197 | 139/8465 | 2.47e-07 | 3.49e-06 | 2.55e-06 | 43 |
hsa05418112 | Endometrium | AEH | Fluid shear stress and atherosclerosis | 43/1197 | 139/8465 | 2.47e-07 | 3.49e-06 | 2.55e-06 | 43 |
hsa0541827 | Endometrium | EEC | Fluid shear stress and atherosclerosis | 45/1237 | 139/8465 | 7.76e-08 | 1.22e-06 | 9.07e-07 | 45 |
hsa0541836 | Endometrium | EEC | Fluid shear stress and atherosclerosis | 45/1237 | 139/8465 | 7.76e-08 | 1.22e-06 | 9.07e-07 | 45 |
hsa0301321 | Esophagus | ESCC | Nucleocytoplasmic transport | 89/4205 | 108/8465 | 1.20e-12 | 2.37e-11 | 1.21e-11 | 89 |
hsa05418211 | Esophagus | ESCC | Fluid shear stress and atherosclerosis | 109/4205 | 139/8465 | 2.00e-12 | 3.72e-11 | 1.90e-11 | 109 |
hsa0301331 | Esophagus | ESCC | Nucleocytoplasmic transport | 89/4205 | 108/8465 | 1.20e-12 | 2.37e-11 | 1.21e-11 | 89 |
hsa05418310 | Esophagus | ESCC | Fluid shear stress and atherosclerosis | 109/4205 | 139/8465 | 2.00e-12 | 3.72e-11 | 1.90e-11 | 109 |
hsa0541822 | Liver | Cirrhotic | Fluid shear stress and atherosclerosis | 62/2530 | 139/8465 | 1.53e-04 | 1.06e-03 | 6.54e-04 | 62 |
hsa0541832 | Liver | Cirrhotic | Fluid shear stress and atherosclerosis | 62/2530 | 139/8465 | 1.53e-04 | 1.06e-03 | 6.54e-04 | 62 |