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/HRAS_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/HRAS_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
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/HRAS_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/HRAS_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/HRAS_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/HRAS_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:00971939 | Breast | Precancer | intrinsic apoptotic signaling pathway | 59/1080 | 288/18723 | 8.07e-18 | 3.60e-15 | 59 |
GO:00709979 | Breast | Precancer | neuron death | 50/1080 | 361/18723 | 7.75e-09 | 5.70e-07 | 50 |
GO:00514029 | Breast | Precancer | neuron apoptotic process | 38/1080 | 246/18723 | 2.68e-08 | 1.75e-06 | 38 |
GO:00513468 | Breast | Precancer | negative regulation of hydrolase activity | 50/1080 | 379/18723 | 3.85e-08 | 2.34e-06 | 50 |
GO:19012149 | Breast | Precancer | regulation of neuron death | 41/1080 | 319/18723 | 1.27e-06 | 4.80e-05 | 41 |
GO:00435237 | Breast | Precancer | regulation of neuron apoptotic process | 31/1080 | 212/18723 | 1.69e-06 | 6.08e-05 | 31 |
GO:00018196 | Breast | Precancer | positive regulation of cytokine production | 52/1080 | 467/18723 | 4.18e-06 | 1.29e-04 | 52 |
GO:00420609 | Breast | Precancer | wound healing | 48/1080 | 422/18723 | 5.48e-06 | 1.63e-04 | 48 |
GO:00075688 | Breast | Precancer | aging | 41/1080 | 339/18723 | 5.95e-06 | 1.71e-04 | 41 |
GO:00487329 | Breast | Precancer | gland development | 49/1080 | 436/18723 | 6.11e-06 | 1.73e-04 | 49 |
GO:00103323 | Breast | Precancer | response to gamma radiation | 13/1080 | 56/18723 | 1.35e-05 | 3.38e-04 | 13 |
GO:00506736 | Breast | Precancer | epithelial cell proliferation | 46/1080 | 437/18723 | 6.02e-05 | 1.23e-03 | 46 |
GO:00093148 | Breast | Precancer | response to radiation | 47/1080 | 456/18723 | 8.39e-05 | 1.62e-03 | 47 |
GO:00712147 | Breast | Precancer | cellular response to abiotic stimulus | 37/1080 | 331/18723 | 9.12e-05 | 1.73e-03 | 37 |
GO:01040047 | Breast | Precancer | cellular response to environmental stimulus | 37/1080 | 331/18723 | 9.12e-05 | 1.73e-03 | 37 |
GO:19049519 | Breast | Precancer | positive regulation of establishment of protein localization | 36/1080 | 319/18723 | 9.30e-05 | 1.75e-03 | 36 |
GO:00018898 | Breast | Precancer | liver development | 21/1080 | 147/18723 | 1.08e-04 | 1.96e-03 | 21 |
GO:00329709 | Breast | Precancer | regulation of actin filament-based process | 42/1080 | 397/18723 | 1.11e-04 | 2.01e-03 | 42 |
GO:00514959 | Breast | Precancer | positive regulation of cytoskeleton organization | 28/1080 | 226/18723 | 1.13e-04 | 2.04e-03 | 28 |
GO:00102125 | Breast | Precancer | response to ionizing radiation | 21/1080 | 148/18723 | 1.19e-04 | 2.13e-03 | 21 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0421022 | Breast | IDC | Apoptosis | 31/867 | 136/8465 | 1.34e-05 | 1.61e-04 | 1.20e-04 | 31 |
hsa0516723 | Breast | IDC | Kaposi sarcoma-associated herpesvirus infection | 38/867 | 194/8465 | 5.87e-05 | 5.96e-04 | 4.46e-04 | 38 |
hsa0516624 | Breast | IDC | Human T-cell leukemia virus 1 infection | 40/867 | 222/8465 | 2.52e-04 | 2.21e-03 | 1.66e-03 | 40 |
hsa0516324 | Breast | IDC | Human cytomegalovirus infection | 39/867 | 225/8465 | 6.66e-04 | 5.41e-03 | 4.05e-03 | 39 |
hsa0491916 | Breast | IDC | Thyroid hormone signaling pathway | 23/867 | 121/8465 | 2.45e-03 | 1.69e-02 | 1.27e-02 | 23 |
hsa0520322 | Breast | IDC | Viral carcinogenesis | 34/867 | 204/8465 | 2.82e-03 | 1.86e-02 | 1.39e-02 | 34 |
hsa0481014 | Breast | IDC | Regulation of actin cytoskeleton | 36/867 | 229/8465 | 5.79e-03 | 3.13e-02 | 2.34e-02 | 36 |
hsa045109 | Breast | IDC | Focal adhesion | 32/867 | 203/8465 | 8.60e-03 | 4.23e-02 | 3.17e-02 | 32 |
hsa052118 | Breast | IDC | Renal cell carcinoma | 14/867 | 69/8465 | 9.16e-03 | 4.37e-02 | 3.27e-02 | 14 |
hsa0517014 | Breast | IDC | Human immunodeficiency virus 1 infection | 33/867 | 212/8465 | 9.28e-03 | 4.37e-02 | 3.27e-02 | 33 |
hsa0501033 | Breast | IDC | Alzheimer disease | 107/867 | 384/8465 | 1.70e-23 | 7.88e-22 | 5.90e-22 | 107 |
hsa0471434 | Breast | IDC | Thermogenesis | 75/867 | 232/8465 | 8.41e-21 | 3.04e-19 | 2.27e-19 | 75 |
hsa0502233 | Breast | IDC | Pathways of neurodegeneration - multiple diseases | 116/867 | 476/8465 | 3.63e-20 | 1.18e-18 | 8.82e-19 | 116 |
hsa0513234 | Breast | IDC | Salmonella infection | 55/867 | 249/8465 | 2.07e-08 | 4.49e-07 | 3.36e-07 | 55 |
hsa0491533 | Breast | IDC | Estrogen signaling pathway | 35/867 | 138/8465 | 2.55e-07 | 5.18e-06 | 3.88e-06 | 35 |
hsa0520533 | Breast | IDC | Proteoglycans in cancer | 42/867 | 205/8465 | 7.69e-06 | 9.99e-05 | 7.48e-05 | 42 |
hsa0421032 | Breast | IDC | Apoptosis | 31/867 | 136/8465 | 1.34e-05 | 1.61e-04 | 1.20e-04 | 31 |
hsa0516733 | Breast | IDC | Kaposi sarcoma-associated herpesvirus infection | 38/867 | 194/8465 | 5.87e-05 | 5.96e-04 | 4.46e-04 | 38 |
hsa0516634 | Breast | IDC | Human T-cell leukemia virus 1 infection | 40/867 | 222/8465 | 2.52e-04 | 2.21e-03 | 1.66e-03 | 40 |
hsa0516334 | Breast | IDC | Human cytomegalovirus infection | 39/867 | 225/8465 | 6.66e-04 | 5.41e-03 | 4.05e-03 | 39 |
Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | Pz-1 | | 26126987 |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | MEK INHIBITOR PD0325901 | | 26544513 |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | Sirolimus | SIROLIMUS | 26882569 |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | Selumetinib | SELUMETINIB | 26544513,27222538 |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | BRYOSTATIN-1 | | 16483930 |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | rigosertib | RIGOSERTIB | 27104980 |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | VIRAL VECTOR | | 10911621 |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | REOLYSIN | PELAREOREP | |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | Everolimus | EVEROLIMUS | 26544513 |
3265 | HRAS | CLINICALLY ACTIONABLE, DRUG RESISTANCE, TUMOR SUPPRESSOR, DRUGGABLE GENOME, ENZYME | | LAK | | 3489774 |