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/NQO1_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/NQO1_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/NQO1_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/NQO1_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal 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/NQO1_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/NQO1_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/NQO1_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/NQO1_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/NQO1_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/NQO1_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:003459924 | Breast | DCIS | cellular response to oxidative stress | 45/1390 | 288/18723 | 1.57e-06 | 5.88e-05 | 45 |
GO:000963623 | Breast | DCIS | response to toxic substance | 42/1390 | 262/18723 | 1.76e-06 | 6.56e-05 | 42 |
GO:190121421 | Breast | DCIS | regulation of neuron death | 48/1390 | 319/18723 | 2.13e-06 | 7.79e-05 | 48 |
GO:009875423 | Breast | DCIS | detoxification | 29/1390 | 152/18723 | 2.15e-06 | 7.79e-05 | 29 |
GO:000756823 | Breast | DCIS | aging | 50/1390 | 339/18723 | 2.38e-06 | 8.46e-05 | 50 |
GO:004352321 | Breast | DCIS | regulation of neuron apoptotic process | 36/1390 | 212/18723 | 2.45e-06 | 8.68e-05 | 36 |
GO:009886923 | Breast | DCIS | cellular oxidant detoxification | 22/1390 | 101/18723 | 3.82e-06 | 1.16e-04 | 22 |
GO:004545421 | Breast | DCIS | cell redox homeostasis | 12/1390 | 35/18723 | 4.47e-06 | 1.34e-04 | 12 |
GO:199074823 | Breast | DCIS | cellular detoxification | 23/1390 | 116/18723 | 1.22e-05 | 3.12e-04 | 23 |
GO:009723723 | Breast | DCIS | cellular response to toxic substance | 24/1390 | 124/18723 | 1.22e-05 | 3.12e-04 | 24 |
GO:003235521 | Breast | DCIS | response to estradiol | 26/1390 | 141/18723 | 1.34e-05 | 3.33e-04 | 26 |
GO:007259322 | Breast | DCIS | reactive oxygen species metabolic process | 37/1390 | 239/18723 | 1.60e-05 | 3.88e-04 | 37 |
GO:190121622 | Breast | DCIS | positive regulation of neuron death | 20/1390 | 97/18723 | 2.45e-05 | 5.68e-04 | 20 |
GO:000974324 | Breast | DCIS | response to carbohydrate | 38/1390 | 253/18723 | 2.48e-05 | 5.72e-04 | 38 |
GO:000941023 | Breast | DCIS | response to xenobiotic stimulus | 59/1390 | 462/18723 | 3.00e-05 | 6.61e-04 | 59 |
GO:190165423 | Breast | DCIS | response to ketone | 30/1390 | 194/18723 | 9.98e-05 | 1.82e-03 | 30 |
GO:003166723 | Breast | DCIS | response to nutrient levels | 58/1390 | 474/18723 | 1.16e-04 | 2.03e-03 | 58 |
GO:003461423 | Breast | DCIS | cellular response to reactive oxygen species | 25/1390 | 155/18723 | 1.88e-04 | 3.05e-03 | 25 |
GO:000758422 | Breast | DCIS | response to nutrient | 27/1390 | 174/18723 | 2.05e-04 | 3.28e-03 | 27 |
GO:00029312 | Breast | DCIS | response to ischemia | 13/1390 | 58/18723 | 2.65e-04 | 4.03e-03 | 13 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0520818 | Breast | Precancer | Chemical carcinogenesis - reactive oxygen species | 68/684 | 223/8465 | 3.61e-23 | 1.14e-21 | 8.73e-22 | 68 |
hsa0541818 | Breast | Precancer | Fluid shear stress and atherosclerosis | 28/684 | 139/8465 | 4.74e-06 | 6.00e-05 | 4.59e-05 | 28 |
hsa0520819 | Breast | Precancer | Chemical carcinogenesis - reactive oxygen species | 68/684 | 223/8465 | 3.61e-23 | 1.14e-21 | 8.73e-22 | 68 |
hsa0541819 | Breast | Precancer | Fluid shear stress and atherosclerosis | 28/684 | 139/8465 | 4.74e-06 | 6.00e-05 | 4.59e-05 | 28 |
hsa0520824 | Breast | IDC | Chemical carcinogenesis - reactive oxygen species | 71/867 | 223/8465 | 2.55e-19 | 7.53e-18 | 5.63e-18 | 71 |
hsa0541824 | Breast | IDC | Fluid shear stress and atherosclerosis | 34/867 | 139/8465 | 9.41e-07 | 1.61e-05 | 1.20e-05 | 34 |
hsa0520834 | Breast | IDC | Chemical carcinogenesis - reactive oxygen species | 71/867 | 223/8465 | 2.55e-19 | 7.53e-18 | 5.63e-18 | 71 |
hsa0541834 | Breast | IDC | Fluid shear stress and atherosclerosis | 34/867 | 139/8465 | 9.41e-07 | 1.61e-05 | 1.20e-05 | 34 |
hsa0520843 | Breast | DCIS | Chemical carcinogenesis - reactive oxygen species | 70/846 | 223/8465 | 2.82e-19 | 8.29e-18 | 6.10e-18 | 70 |
hsa0541844 | Breast | DCIS | Fluid shear stress and atherosclerosis | 34/846 | 139/8465 | 5.31e-07 | 9.03e-06 | 6.65e-06 | 34 |
hsa0520853 | Breast | DCIS | Chemical carcinogenesis - reactive oxygen species | 70/846 | 223/8465 | 2.82e-19 | 8.29e-18 | 6.10e-18 | 70 |
hsa0541854 | Breast | DCIS | Fluid shear stress and atherosclerosis | 34/846 | 139/8465 | 5.31e-07 | 9.03e-06 | 6.65e-06 | 34 |
hsa0520820 | Cervix | CC | Chemical carcinogenesis - reactive oxygen species | 92/1267 | 223/8465 | 4.71e-22 | 5.09e-20 | 3.01e-20 | 92 |
hsa0541820 | Cervix | CC | Fluid shear stress and atherosclerosis | 50/1267 | 139/8465 | 5.71e-10 | 1.32e-08 | 7.81e-09 | 50 |
hsa0522510 | Cervix | CC | Hepatocellular carcinoma | 40/1267 | 168/8465 | 1.52e-03 | 6.39e-03 | 3.78e-03 | 40 |
hsa05208110 | Cervix | CC | Chemical carcinogenesis - reactive oxygen species | 92/1267 | 223/8465 | 4.71e-22 | 5.09e-20 | 3.01e-20 | 92 |
hsa05418110 | Cervix | CC | Fluid shear stress and atherosclerosis | 50/1267 | 139/8465 | 5.71e-10 | 1.32e-08 | 7.81e-09 | 50 |
hsa0522513 | Cervix | CC | Hepatocellular carcinoma | 40/1267 | 168/8465 | 1.52e-03 | 6.39e-03 | 3.78e-03 | 40 |
hsa0520825 | Cervix | HSIL_HPV | Chemical carcinogenesis - reactive oxygen species | 30/459 | 223/8465 | 3.28e-06 | 5.65e-05 | 4.57e-05 | 30 |
hsa0541825 | Cervix | HSIL_HPV | Fluid shear stress and atherosclerosis | 16/459 | 139/8465 | 3.41e-03 | 2.08e-02 | 1.68e-02 | 16 |
Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | MENADIONE | MENADIONE | |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | anthracyclines and related substances | | 25545243,24533712,11160862,21479364,10208650,21946896,18511948 |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | modulator | CHEMBL1812161 | VATIQUINONE | |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | imatinib | IMATINIB | 30237583 |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | NSC-640566 | CHEMBL1287867 | 21074425 |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | DOX | | 15659049 |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | NSC-640558 | CHEMBL1288281 | 21074425 |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | benzene | BENZENE | 15935810 |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | ORAL CONTRACEPTIVE | | 15298951 |
1728 | NQO1 | ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE | | NSC-640556 | CHEMBL1983317 | 21074425 |