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/DAD1_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/DAD1_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/DAD1_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/DAD1_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/DAD1_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/DAD1_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/DAD1_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/DAD1_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/DAD1_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/DAD1_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/DAD1_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:00064871 | Colorectum | MSS | protein N-linked glycosylation | 23/3467 | 65/18723 | 9.47e-04 | 9.54e-03 | 23 |
GO:00094101 | Colorectum | MSS | response to xenobiotic stimulus | 110/3467 | 462/18723 | 2.36e-03 | 1.92e-02 | 110 |
GO:003164716 | Endometrium | AEH | regulation of protein stability | 77/2100 | 298/18723 | 1.13e-12 | 2.26e-10 | 77 |
GO:00017019 | Endometrium | AEH | in utero embryonic development | 73/2100 | 367/18723 | 7.18e-07 | 2.63e-05 | 73 |
GO:003166716 | Endometrium | AEH | response to nutrient levels | 78/2100 | 474/18723 | 3.26e-04 | 3.64e-03 | 78 |
GO:00182796 | Endometrium | AEH | protein N-linked glycosylation via asparagine | 9/2100 | 23/18723 | 5.19e-04 | 5.27e-03 | 9 |
GO:00181966 | Endometrium | AEH | peptidyl-asparagine modification | 9/2100 | 24/18723 | 7.48e-04 | 7.12e-03 | 9 |
GO:000941010 | Endometrium | AEH | response to xenobiotic stimulus | 71/2100 | 462/18723 | 3.66e-03 | 2.50e-02 | 71 |
GO:0001824 | Endometrium | AEH | blastocyst development | 21/2100 | 106/18723 | 6.61e-03 | 3.90e-02 | 21 |
GO:003164717 | Endometrium | EEC | regulation of protein stability | 80/2168 | 298/18723 | 2.48e-13 | 5.96e-11 | 80 |
GO:000170114 | Endometrium | EEC | in utero embryonic development | 75/2168 | 367/18723 | 5.86e-07 | 2.16e-05 | 75 |
GO:003166717 | Endometrium | EEC | response to nutrient levels | 82/2168 | 474/18723 | 1.23e-04 | 1.64e-03 | 82 |
GO:001827912 | Endometrium | EEC | protein N-linked glycosylation via asparagine | 9/2168 | 23/18723 | 6.58e-04 | 6.37e-03 | 9 |
GO:001819612 | Endometrium | EEC | peptidyl-asparagine modification | 9/2168 | 24/18723 | 9.45e-04 | 8.45e-03 | 9 |
GO:000941015 | Endometrium | EEC | response to xenobiotic stimulus | 73/2168 | 462/18723 | 3.55e-03 | 2.38e-02 | 73 |
GO:00018241 | Endometrium | EEC | blastocyst development | 22/2168 | 106/18723 | 4.53e-03 | 2.92e-02 | 22 |
GO:00075847 | Endometrium | EEC | response to nutrient | 32/2168 | 174/18723 | 5.35e-03 | 3.31e-02 | 32 |
GO:003164727 | Esophagus | HGIN | regulation of protein stability | 96/2587 | 298/18723 | 2.21e-16 | 5.76e-14 | 96 |
GO:000170118 | Esophagus | HGIN | in utero embryonic development | 77/2587 | 367/18723 | 9.56e-05 | 2.05e-03 | 77 |
GO:00018244 | Esophagus | HGIN | blastocyst development | 28/2587 | 106/18723 | 4.30e-04 | 6.47e-03 | 28 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0414120 | Cervix | CC | Protein processing in endoplasmic reticulum | 55/1267 | 174/8465 | 1.74e-08 | 2.68e-07 | 1.58e-07 | 55 |
hsa04141110 | Cervix | CC | Protein processing in endoplasmic reticulum | 55/1267 | 174/8465 | 1.74e-08 | 2.68e-07 | 1.58e-07 | 55 |
hsa04141 | Colorectum | AD | Protein processing in endoplasmic reticulum | 80/2092 | 174/8465 | 5.96e-10 | 1.25e-08 | 7.96e-09 | 80 |
hsa00510 | Colorectum | AD | N-Glycan biosynthesis | 21/2092 | 53/8465 | 1.15e-02 | 4.24e-02 | 2.71e-02 | 21 |
hsa041411 | Colorectum | AD | Protein processing in endoplasmic reticulum | 80/2092 | 174/8465 | 5.96e-10 | 1.25e-08 | 7.96e-09 | 80 |
hsa005101 | Colorectum | AD | N-Glycan biosynthesis | 21/2092 | 53/8465 | 1.15e-02 | 4.24e-02 | 2.71e-02 | 21 |
hsa041414 | Colorectum | MSS | Protein processing in endoplasmic reticulum | 75/1875 | 174/8465 | 3.78e-10 | 8.44e-09 | 5.17e-09 | 75 |
hsa005102 | Colorectum | MSS | N-Glycan biosynthesis | 20/1875 | 53/8465 | 7.17e-03 | 2.83e-02 | 1.73e-02 | 20 |
hsa00513 | Colorectum | MSS | Various types of N-glycan biosynthesis | 16/1875 | 42/8465 | 1.39e-02 | 4.53e-02 | 2.77e-02 | 16 |
hsa041415 | Colorectum | MSS | Protein processing in endoplasmic reticulum | 75/1875 | 174/8465 | 3.78e-10 | 8.44e-09 | 5.17e-09 | 75 |
hsa005103 | Colorectum | MSS | N-Glycan biosynthesis | 20/1875 | 53/8465 | 7.17e-03 | 2.83e-02 | 1.73e-02 | 20 |
hsa005131 | Colorectum | MSS | Various types of N-glycan biosynthesis | 16/1875 | 42/8465 | 1.39e-02 | 4.53e-02 | 2.77e-02 | 16 |
hsa0414126 | Endometrium | AEH | Protein processing in endoplasmic reticulum | 62/1197 | 174/8465 | 5.97e-13 | 1.39e-11 | 1.01e-11 | 62 |
hsa04141111 | Endometrium | AEH | Protein processing in endoplasmic reticulum | 62/1197 | 174/8465 | 5.97e-13 | 1.39e-11 | 1.01e-11 | 62 |
hsa0414127 | Endometrium | EEC | Protein processing in endoplasmic reticulum | 64/1237 | 174/8465 | 2.17e-13 | 5.09e-12 | 3.80e-12 | 64 |
hsa0414136 | Endometrium | EEC | Protein processing in endoplasmic reticulum | 64/1237 | 174/8465 | 2.17e-13 | 5.09e-12 | 3.80e-12 | 64 |
hsa0414139 | Esophagus | HGIN | Protein processing in endoplasmic reticulum | 67/1383 | 174/8465 | 1.06e-12 | 2.16e-11 | 1.72e-11 | 67 |
hsa005106 | Esophagus | HGIN | N-Glycan biosynthesis | 17/1383 | 53/8465 | 3.43e-03 | 2.54e-02 | 2.02e-02 | 17 |
hsa04141114 | Esophagus | HGIN | Protein processing in endoplasmic reticulum | 67/1383 | 174/8465 | 1.06e-12 | 2.16e-11 | 1.72e-11 | 67 |
hsa0051013 | Esophagus | HGIN | N-Glycan biosynthesis | 17/1383 | 53/8465 | 3.43e-03 | 2.54e-02 | 2.02e-02 | 17 |