Tissue | Expression Dynamics | Abbreviation |
Cervix | ![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/Cervix/MID1_pca_on_diff_genes.png) | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
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/MID1_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/MID1_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/MID1_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/MID1_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/MID1_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Lung | ![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/Lung/MID1_pca_on_diff_genes.png) | AAH: Atypical adenomatous hyperplasia |
AIS: Adenocarcinoma in situ |
IAC: Invasive lung adenocarcinoma |
MIA: Minimally invasive adenocarcinoma |
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/MID1_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:190290310 | Cervix | CC | regulation of supramolecular fiber organization | 92/2311 | 383/18723 | 1.49e-10 | 2.48e-08 | 92 |
GO:00310988 | Cervix | CC | stress-activated protein kinase signaling cascade | 58/2311 | 247/18723 | 8.02e-07 | 2.89e-05 | 58 |
GO:00514038 | Cervix | CC | stress-activated MAPK cascade | 55/2311 | 239/18723 | 2.96e-06 | 8.31e-05 | 55 |
GO:00703027 | Cervix | CC | regulation of stress-activated protein kinase signaling cascade | 46/2311 | 195/18723 | 9.35e-06 | 2.11e-04 | 46 |
GO:19029048 | Cervix | CC | negative regulation of supramolecular fiber organization | 40/2311 | 167/18723 | 2.39e-05 | 4.17e-04 | 40 |
GO:00434104 | Cervix | CC | positive regulation of MAPK cascade | 90/2311 | 480/18723 | 2.92e-05 | 4.83e-04 | 90 |
GO:00328727 | Cervix | CC | regulation of stress-activated MAPK cascade | 44/2311 | 192/18723 | 3.09e-05 | 5.10e-04 | 44 |
GO:002241110 | Cervix | CC | cellular component disassembly | 83/2311 | 443/18723 | 6.04e-05 | 8.68e-04 | 83 |
GO:00106399 | Cervix | CC | negative regulation of organelle organization | 68/2311 | 348/18723 | 7.40e-05 | 1.03e-03 | 68 |
GO:00514948 | Cervix | CC | negative regulation of cytoskeleton organization | 37/2311 | 163/18723 | 1.57e-04 | 1.88e-03 | 37 |
GO:00705074 | Cervix | CC | regulation of microtubule cytoskeleton organization | 32/2311 | 148/18723 | 1.02e-03 | 8.51e-03 | 32 |
GO:00703043 | Cervix | CC | positive regulation of stress-activated protein kinase signaling cascade | 27/2311 | 128/18723 | 3.49e-03 | 2.26e-02 | 27 |
GO:00329847 | Cervix | CC | protein-containing complex disassembly | 41/2311 | 224/18723 | 6.13e-03 | 3.48e-02 | 41 |
GO:0031111 | Cervix | CC | negative regulation of microtubule polymerization or depolymerization | 11/2311 | 40/18723 | 7.54e-03 | 4.02e-02 | 11 |
GO:00311101 | Cervix | CC | regulation of microtubule polymerization or depolymerization | 19/2311 | 88/18723 | 1.01e-02 | 4.91e-02 | 19 |
GO:1902903 | Colorectum | AD | regulation of supramolecular fiber organization | 139/3918 | 383/18723 | 2.01e-12 | 3.19e-10 | 139 |
GO:0022411 | Colorectum | AD | cellular component disassembly | 147/3918 | 443/18723 | 8.53e-10 | 6.76e-08 | 147 |
GO:0032984 | Colorectum | AD | protein-containing complex disassembly | 81/3918 | 224/18723 | 9.41e-08 | 4.65e-06 | 81 |
GO:0010639 | Colorectum | AD | negative regulation of organelle organization | 114/3918 | 348/18723 | 1.41e-07 | 6.49e-06 | 114 |
GO:1902904 | Colorectum | AD | negative regulation of supramolecular fiber organization | 60/3918 | 167/18723 | 5.23e-06 | 1.35e-04 | 60 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0412014 | Cervix | CC | Ubiquitin mediated proteolysis | 49/1267 | 142/8465 | 4.26e-09 | 7.68e-08 | 4.54e-08 | 49 |
hsa0412015 | Cervix | CC | Ubiquitin mediated proteolysis | 49/1267 | 142/8465 | 4.26e-09 | 7.68e-08 | 4.54e-08 | 49 |
hsa04120 | Colorectum | AD | Ubiquitin mediated proteolysis | 58/2092 | 142/8465 | 1.46e-05 | 1.53e-04 | 9.76e-05 | 58 |
hsa041201 | Colorectum | AD | Ubiquitin mediated proteolysis | 58/2092 | 142/8465 | 1.46e-05 | 1.53e-04 | 9.76e-05 | 58 |
hsa041202 | Colorectum | SER | Ubiquitin mediated proteolysis | 39/1580 | 142/8465 | 6.18e-03 | 3.66e-02 | 2.66e-02 | 39 |
hsa041203 | Colorectum | SER | Ubiquitin mediated proteolysis | 39/1580 | 142/8465 | 6.18e-03 | 3.66e-02 | 2.66e-02 | 39 |
hsa041204 | Colorectum | MSS | Ubiquitin mediated proteolysis | 55/1875 | 142/8465 | 5.02e-06 | 6.00e-05 | 3.68e-05 | 55 |
hsa041205 | Colorectum | MSS | Ubiquitin mediated proteolysis | 55/1875 | 142/8465 | 5.02e-06 | 6.00e-05 | 3.68e-05 | 55 |
hsa041206 | Colorectum | FAP | Ubiquitin mediated proteolysis | 51/1404 | 142/8465 | 1.55e-08 | 5.84e-07 | 3.55e-07 | 51 |
hsa041207 | Colorectum | FAP | Ubiquitin mediated proteolysis | 51/1404 | 142/8465 | 1.55e-08 | 5.84e-07 | 3.55e-07 | 51 |
hsa041208 | Colorectum | CRC | Ubiquitin mediated proteolysis | 42/1091 | 142/8465 | 9.98e-08 | 6.67e-06 | 4.52e-06 | 42 |
hsa041209 | Colorectum | CRC | Ubiquitin mediated proteolysis | 42/1091 | 142/8465 | 9.98e-08 | 6.67e-06 | 4.52e-06 | 42 |
hsa0412016 | Endometrium | AEH | Ubiquitin mediated proteolysis | 41/1197 | 142/8465 | 3.42e-06 | 4.27e-05 | 3.13e-05 | 41 |
hsa0412017 | Endometrium | AEH | Ubiquitin mediated proteolysis | 41/1197 | 142/8465 | 3.42e-06 | 4.27e-05 | 3.13e-05 | 41 |
hsa0412023 | Endometrium | EEC | Ubiquitin mediated proteolysis | 41/1237 | 142/8465 | 7.86e-06 | 9.58e-05 | 7.14e-05 | 41 |
hsa0412033 | Endometrium | EEC | Ubiquitin mediated proteolysis | 41/1237 | 142/8465 | 7.86e-06 | 9.58e-05 | 7.14e-05 | 41 |
hsa0412026 | Esophagus | HGIN | Ubiquitin mediated proteolysis | 49/1383 | 142/8465 | 7.78e-08 | 1.33e-06 | 1.06e-06 | 49 |
hsa04120111 | Esophagus | HGIN | Ubiquitin mediated proteolysis | 49/1383 | 142/8465 | 7.78e-08 | 1.33e-06 | 1.06e-06 | 49 |
hsa0412027 | Esophagus | ESCC | Ubiquitin mediated proteolysis | 122/4205 | 142/8465 | 6.53e-20 | 7.29e-18 | 3.74e-18 | 122 |
hsa0412036 | Esophagus | ESCC | Ubiquitin mediated proteolysis | 122/4205 | 142/8465 | 6.53e-20 | 7.29e-18 | 3.74e-18 | 122 |