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/SELENOS_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/SELENOS_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/SELENOS_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/SELENOS_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/SELENOS_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/SELENOS_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/SELENOS_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/SELENOS_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
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/SELENOS_pca_on_diff_genes.png) | BPH: Benign Prostatic Hyperplasia |
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/SELENOS_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:00193187 | Prostate | Tumor | hexose metabolic process | 59/3246 | 237/18723 | 1.96e-03 | 1.14e-02 | 59 |
GO:001067511 | Prostate | Tumor | regulation of cellular carbohydrate metabolic process | 39/3246 | 146/18723 | 2.93e-03 | 1.58e-02 | 39 |
GO:001090611 | Prostate | Tumor | regulation of glucose metabolic process | 33/3246 | 119/18723 | 3.13e-03 | 1.65e-02 | 33 |
GO:00059967 | Prostate | Tumor | monosaccharide metabolic process | 62/3246 | 257/18723 | 3.38e-03 | 1.75e-02 | 62 |
GO:190223618 | Prostate | Tumor | negative regulation of endoplasmic reticulum stress-induced intrinsic apoptotic signaling pathway | 9/3246 | 20/18723 | 3.73e-03 | 1.91e-02 | 9 |
GO:000223716 | Prostate | Tumor | response to molecule of bacterial origin | 83/3246 | 363/18723 | 3.95e-03 | 2.00e-02 | 83 |
GO:004426212 | Prostate | Tumor | cellular carbohydrate metabolic process | 66/3246 | 283/18723 | 5.90e-03 | 2.74e-02 | 66 |
GO:007121614 | Prostate | Tumor | cellular response to biotic stimulus | 58/3246 | 246/18723 | 7.43e-03 | 3.31e-02 | 58 |
GO:00326408 | Prostate | Tumor | tumor necrosis factor production | 44/3246 | 181/18723 | 1.05e-02 | 4.38e-02 | 44 |
GO:00326808 | Prostate | Tumor | regulation of tumor necrosis factor production | 44/3246 | 181/18723 | 1.05e-02 | 4.38e-02 | 44 |
GO:00717068 | Prostate | Tumor | tumor necrosis factor superfamily cytokine production | 45/3246 | 186/18723 | 1.06e-02 | 4.42e-02 | 45 |
GO:19035558 | Prostate | Tumor | regulation of tumor necrosis factor superfamily cytokine production | 45/3246 | 186/18723 | 1.06e-02 | 4.42e-02 | 45 |
GO:00060916 | Stomach | GC | generation of precursor metabolites and energy | 88/1159 | 490/18723 | 6.82e-20 | 9.27e-17 | 88 |
GO:00159806 | Stomach | GC | energy derivation by oxidation of organic compounds | 64/1159 | 318/18723 | 2.79e-17 | 2.16e-14 | 64 |
GO:00987546 | Stomach | GC | detoxification | 37/1159 | 152/18723 | 3.63e-13 | 1.52e-10 | 37 |
GO:00096366 | Stomach | GC | response to toxic substance | 50/1159 | 262/18723 | 7.42e-13 | 2.69e-10 | 50 |
GO:00972376 | Stomach | GC | cellular response to toxic substance | 31/1159 | 124/18723 | 1.40e-11 | 3.31e-09 | 31 |
GO:19907486 | Stomach | GC | cellular detoxification | 29/1159 | 116/18723 | 6.36e-11 | 1.19e-08 | 29 |
GO:20012336 | Stomach | GC | regulation of apoptotic signaling pathway | 52/1159 | 356/18723 | 6.61e-09 | 7.05e-07 | 52 |
GO:00988696 | Stomach | GC | cellular oxidant detoxification | 24/1159 | 101/18723 | 8.32e-09 | 8.22e-07 | 24 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0414118 | Breast | Precancer | Protein processing in endoplasmic reticulum | 33/684 | 174/8465 | 2.78e-06 | 3.83e-05 | 2.94e-05 | 33 |
hsa0414119 | Breast | Precancer | Protein processing in endoplasmic reticulum | 33/684 | 174/8465 | 2.78e-06 | 3.83e-05 | 2.94e-05 | 33 |
hsa0414124 | Breast | IDC | Protein processing in endoplasmic reticulum | 36/867 | 174/8465 | 2.73e-05 | 2.86e-04 | 2.14e-04 | 36 |
hsa0414134 | Breast | IDC | Protein processing in endoplasmic reticulum | 36/867 | 174/8465 | 2.73e-05 | 2.86e-04 | 2.14e-04 | 36 |
hsa0414143 | Breast | DCIS | Protein processing in endoplasmic reticulum | 36/846 | 174/8465 | 1.60e-05 | 1.91e-04 | 1.41e-04 | 36 |
hsa0414153 | Breast | DCIS | Protein processing in endoplasmic reticulum | 36/846 | 174/8465 | 1.60e-05 | 1.91e-04 | 1.41e-04 | 36 |
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 |
hsa041411 | Colorectum | AD | Protein processing in endoplasmic reticulum | 80/2092 | 174/8465 | 5.96e-10 | 1.25e-08 | 7.96e-09 | 80 |
hsa041412 | Colorectum | SER | Protein processing in endoplasmic reticulum | 60/1580 | 174/8465 | 4.20e-07 | 7.33e-06 | 5.32e-06 | 60 |
hsa041413 | Colorectum | SER | Protein processing in endoplasmic reticulum | 60/1580 | 174/8465 | 4.20e-07 | 7.33e-06 | 5.32e-06 | 60 |
hsa041414 | Colorectum | MSS | Protein processing in endoplasmic reticulum | 75/1875 | 174/8465 | 3.78e-10 | 8.44e-09 | 5.17e-09 | 75 |
hsa041415 | Colorectum | MSS | Protein processing in endoplasmic reticulum | 75/1875 | 174/8465 | 3.78e-10 | 8.44e-09 | 5.17e-09 | 75 |
hsa041418 | Colorectum | FAP | Protein processing in endoplasmic reticulum | 50/1404 | 174/8465 | 3.64e-05 | 3.68e-04 | 2.24e-04 | 50 |
hsa041419 | Colorectum | FAP | Protein processing in endoplasmic reticulum | 50/1404 | 174/8465 | 3.64e-05 | 3.68e-04 | 2.24e-04 | 50 |
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 |