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/PSME1_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/PSME1_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/PSME1_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/PSME1_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/PSME1_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
GC | ![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/GC/PSME1_pca_on_diff_genes.png) | CAG: Chronic atrophic gastritis |
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia |
CSG: Chronic superficial gastritis |
GC: Gastric cancer |
SIM: Severe intestinal metaplasia |
WIM: Wild intestinal metaplasia |
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/PSME1_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/PSME1_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
Prostate | ![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/Prostate/PSME1_pca_on_diff_genes.png) | BPH: Benign Prostatic Hyperplasia |
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/PSME1_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/PSME1_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:1903362113 | Thyroid | PTC | regulation of cellular protein catabolic process | 162/5968 | 255/18723 | 1.62e-25 | 5.12e-23 | 162 |
GO:1903050113 | Thyroid | PTC | regulation of proteolysis involved in cellular protein catabolic process | 140/5968 | 221/18723 | 4.63e-22 | 1.01e-19 | 140 |
GO:0061136113 | Thyroid | PTC | regulation of proteasomal protein catabolic process | 121/5968 | 187/18723 | 2.25e-20 | 3.37e-18 | 121 |
GO:0045862113 | Thyroid | PTC | positive regulation of proteolysis | 198/5968 | 372/18723 | 6.68e-18 | 6.91e-16 | 198 |
GO:000734619 | Thyroid | PTC | regulation of mitotic cell cycle | 212/5968 | 457/18723 | 4.03e-11 | 1.44e-09 | 212 |
GO:004477218 | Thyroid | PTC | mitotic cell cycle phase transition | 196/5968 | 424/18723 | 3.17e-10 | 1.02e-08 | 196 |
GO:19019908 | Thyroid | PTC | regulation of mitotic cell cycle phase transition | 138/5968 | 299/18723 | 1.44e-07 | 2.78e-06 | 138 |
GO:00000829 | Thyroid | PTC | G1/S transition of mitotic cell cycle | 102/5968 | 214/18723 | 9.48e-07 | 1.43e-05 | 102 |
GO:00448439 | Thyroid | PTC | cell cycle G1/S phase transition | 112/5968 | 241/18723 | 1.37e-06 | 1.96e-05 | 112 |
GO:0010952113 | Thyroid | PTC | positive regulation of peptidase activity | 94/5968 | 197/18723 | 2.34e-06 | 3.11e-05 | 94 |
GO:0019882112 | Thyroid | PTC | antigen processing and presentation | 57/5968 | 106/18723 | 2.40e-06 | 3.17e-05 | 57 |
GO:19019878 | Thyroid | PTC | regulation of cell cycle phase transition | 167/5968 | 390/18723 | 2.97e-06 | 3.87e-05 | 167 |
GO:0052547113 | Thyroid | PTC | regulation of peptidase activity | 191/5968 | 461/18723 | 7.82e-06 | 9.02e-05 | 191 |
GO:0019884112 | Thyroid | PTC | antigen processing and presentation of exogenous antigen | 29/5968 | 47/18723 | 2.44e-05 | 2.40e-04 | 29 |
GO:0052548113 | Thyroid | PTC | regulation of endopeptidase activity | 174/5968 | 432/18723 | 1.20e-04 | 9.55e-04 | 174 |
GO:200004515 | Thyroid | PTC | regulation of G1/S transition of mitotic cell cycle | 66/5968 | 142/18723 | 1.86e-04 | 1.41e-03 | 66 |
GO:19028067 | Thyroid | PTC | regulation of cell cycle G1/S phase transition | 76/5968 | 168/18723 | 1.87e-04 | 1.41e-03 | 76 |
GO:0010950113 | Thyroid | PTC | positive regulation of endopeptidase activity | 80/5968 | 179/18723 | 2.09e-04 | 1.55e-03 | 80 |
GO:0052547210 | Thyroid | goiters | regulation of peptidase activity | 33/497 | 461/18723 | 2.68e-07 | 1.98e-05 | 33 |
GO:0052548210 | Thyroid | goiters | regulation of endopeptidase activity | 31/497 | 432/18723 | 5.88e-07 | 3.75e-05 | 31 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0461220 | Cervix | CC | Antigen processing and presentation | 34/1267 | 78/8465 | 1.06e-09 | 2.14e-08 | 1.26e-08 | 34 |
hsa0305014 | Cervix | CC | Proteasome | 16/1267 | 46/8465 | 6.69e-04 | 3.09e-03 | 1.83e-03 | 16 |
hsa04612110 | Cervix | CC | Antigen processing and presentation | 34/1267 | 78/8465 | 1.06e-09 | 2.14e-08 | 1.26e-08 | 34 |
hsa0305015 | Cervix | CC | Proteasome | 16/1267 | 46/8465 | 6.69e-04 | 3.09e-03 | 1.83e-03 | 16 |
hsa0461243 | Cervix | N_HPV | Antigen processing and presentation | 20/349 | 78/8465 | 2.61e-11 | 1.42e-09 | 1.11e-09 | 20 |
hsa0461253 | Cervix | N_HPV | Antigen processing and presentation | 20/349 | 78/8465 | 2.61e-11 | 1.42e-09 | 1.11e-09 | 20 |
hsa03050 | Colorectum | AD | Proteasome | 29/2092 | 46/8465 | 3.87e-08 | 6.18e-07 | 3.94e-07 | 29 |
hsa030501 | Colorectum | AD | Proteasome | 29/2092 | 46/8465 | 3.87e-08 | 6.18e-07 | 3.94e-07 | 29 |
hsa030502 | Colorectum | SER | Proteasome | 24/1580 | 46/8465 | 3.05e-07 | 5.96e-06 | 4.33e-06 | 24 |
hsa04612 | Colorectum | SER | Antigen processing and presentation | 25/1580 | 78/8465 | 3.11e-03 | 2.11e-02 | 1.53e-02 | 25 |
hsa030503 | Colorectum | SER | Proteasome | 24/1580 | 46/8465 | 3.05e-07 | 5.96e-06 | 4.33e-06 | 24 |
hsa046121 | Colorectum | SER | Antigen processing and presentation | 25/1580 | 78/8465 | 3.11e-03 | 2.11e-02 | 1.53e-02 | 25 |
hsa030504 | Colorectum | MSS | Proteasome | 29/1875 | 46/8465 | 2.72e-09 | 5.69e-08 | 3.48e-08 | 29 |
hsa046122 | Colorectum | MSS | Antigen processing and presentation | 27/1875 | 78/8465 | 7.72e-03 | 2.91e-02 | 1.78e-02 | 27 |
hsa030505 | Colorectum | MSS | Proteasome | 29/1875 | 46/8465 | 2.72e-09 | 5.69e-08 | 3.48e-08 | 29 |
hsa046123 | Colorectum | MSS | Antigen processing and presentation | 27/1875 | 78/8465 | 7.72e-03 | 2.91e-02 | 1.78e-02 | 27 |
hsa030506 | Colorectum | MSI-H | Proteasome | 23/797 | 46/8465 | 1.86e-12 | 4.64e-11 | 3.89e-11 | 23 |
hsa046124 | Colorectum | MSI-H | Antigen processing and presentation | 23/797 | 78/8465 | 4.15e-07 | 7.91e-06 | 6.63e-06 | 23 |
hsa030507 | Colorectum | MSI-H | Proteasome | 23/797 | 46/8465 | 1.86e-12 | 4.64e-11 | 3.89e-11 | 23 |
hsa046125 | Colorectum | MSI-H | Antigen processing and presentation | 23/797 | 78/8465 | 4.15e-07 | 7.91e-06 | 6.63e-06 | 23 |