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:199074820 | Esophagus | HGIN | cellular detoxification | 30/2587 | 116/18723 | 4.05e-04 | 6.15e-03 | 30 |
GO:009730520 | Esophagus | HGIN | response to alcohol | 54/2587 | 253/18723 | 6.46e-04 | 8.87e-03 | 54 |
GO:004254220 | Esophagus | HGIN | response to hydrogen peroxide | 35/2587 | 146/18723 | 6.58e-04 | 9.01e-03 | 35 |
GO:005140219 | Esophagus | HGIN | neuron apoptotic process | 52/2587 | 246/18723 | 1.01e-03 | 1.26e-02 | 52 |
GO:009723720 | Esophagus | HGIN | cellular response to toxic substance | 30/2587 | 124/18723 | 1.32e-03 | 1.57e-02 | 30 |
GO:003166726 | Esophagus | HGIN | response to nutrient levels | 89/2587 | 474/18723 | 1.41e-03 | 1.64e-02 | 89 |
GO:004352520 | Esophagus | HGIN | positive regulation of neuron apoptotic process | 17/2587 | 58/18723 | 1.64e-03 | 1.82e-02 | 17 |
GO:009886920 | Esophagus | HGIN | cellular oxidant detoxification | 25/2587 | 101/18723 | 2.29e-03 | 2.34e-02 | 25 |
GO:000974326 | Esophagus | HGIN | response to carbohydrate | 50/2587 | 253/18723 | 5.27e-03 | 4.35e-02 | 50 |
GO:0006979111 | Esophagus | ESCC | response to oxidative stress | 303/8552 | 446/18723 | 7.15e-22 | 1.30e-19 | 303 |
GO:0062197111 | Esophagus | ESCC | cellular response to chemical stress | 234/8552 | 337/18723 | 5.37e-19 | 5.97e-17 | 234 |
GO:0034599111 | Esophagus | ESCC | cellular response to oxidative stress | 197/8552 | 288/18723 | 3.76e-15 | 2.15e-13 | 197 |
GO:0031667111 | Esophagus | ESCC | response to nutrient levels | 289/8552 | 474/18723 | 9.25e-12 | 3.47e-10 | 289 |
GO:0000302111 | Esophagus | ESCC | response to reactive oxygen species | 150/8552 | 222/18723 | 3.06e-11 | 1.02e-09 | 150 |
GO:0042542111 | Esophagus | ESCC | response to hydrogen peroxide | 102/8552 | 146/18723 | 2.64e-09 | 5.81e-08 | 102 |
GO:0070997111 | Esophagus | ESCC | neuron death | 216/8552 | 361/18723 | 3.49e-08 | 6.45e-07 | 216 |
GO:000758410 | Esophagus | ESCC | response to nutrient | 114/8552 | 174/18723 | 9.43e-08 | 1.56e-06 | 114 |
GO:003461420 | Esophagus | ESCC | cellular response to reactive oxygen species | 103/8552 | 155/18723 | 1.34e-07 | 2.17e-06 | 103 |
GO:000756820 | Esophagus | ESCC | aging | 201/8552 | 339/18723 | 2.64e-07 | 3.94e-06 | 201 |
GO:00703018 | Esophagus | ESCC | cellular response to hydrogen peroxide | 68/8552 | 98/18723 | 1.70e-06 | 2.03e-05 | 68 |
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 |