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/CTNNB1_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/CTNNB1_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/CTNNB1_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/CTNNB1_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/CTNNB1_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/CTNNB1_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/CTNNB1_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Lung | ![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/Lung/CTNNB1_pca_on_diff_genes.png) | AAH: Atypical adenomatous hyperplasia |
AIS: Adenocarcinoma in situ |
IAC: Invasive lung adenocarcinoma |
MIA: Minimally invasive adenocarcinoma |
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/CTNNB1_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/CTNNB1_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/CTNNB1_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/CTNNB1_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:005165620 | Thyroid | PTC | establishment of organelle localization | 193/5968 | 390/18723 | 2.21e-13 | 1.15e-11 | 193 |
GO:2001234113 | Thyroid | PTC | negative regulation of apoptotic signaling pathway | 124/5968 | 224/18723 | 2.57e-13 | 1.32e-11 | 124 |
GO:0034599113 | Thyroid | PTC | cellular response to oxidative stress | 151/5968 | 288/18723 | 2.82e-13 | 1.43e-11 | 151 |
GO:000020920 | Thyroid | PTC | protein polyubiquitination | 128/5968 | 236/18723 | 7.81e-13 | 3.65e-11 | 128 |
GO:000635416 | Thyroid | PTC | DNA-templated transcription, elongation | 62/5968 | 91/18723 | 1.30e-12 | 5.91e-11 | 62 |
GO:0051099113 | Thyroid | PTC | positive regulation of binding | 100/5968 | 173/18723 | 1.56e-12 | 6.96e-11 | 100 |
GO:0016049112 | Thyroid | PTC | cell growth | 225/5968 | 482/18723 | 4.75e-12 | 2.07e-10 | 225 |
GO:000734619 | Thyroid | PTC | regulation of mitotic cell cycle | 212/5968 | 457/18723 | 4.03e-11 | 1.44e-09 | 212 |
GO:003304419 | Thyroid | PTC | regulation of chromosome organization | 102/5968 | 187/18723 | 1.04e-10 | 3.58e-09 | 102 |
GO:0001701111 | Thyroid | PTC | in utero embryonic development | 175/5968 | 367/18723 | 1.40e-10 | 4.73e-09 | 175 |
GO:000636816 | Thyroid | PTC | transcription elongation from RNA polymerase II promoter | 48/5968 | 69/18723 | 1.43e-10 | 4.81e-09 | 48 |
GO:005105218 | Thyroid | PTC | regulation of DNA metabolic process | 171/5968 | 359/18723 | 2.52e-10 | 8.33e-09 | 171 |
GO:0070997113 | Thyroid | PTC | neuron death | 171/5968 | 361/18723 | 4.32e-10 | 1.38e-08 | 171 |
GO:005165019 | Thyroid | PTC | establishment of vesicle localization | 89/5968 | 161/18723 | 6.38e-10 | 1.97e-08 | 89 |
GO:0032204110 | Thyroid | PTC | regulation of telomere maintenance | 52/5968 | 80/18723 | 1.15e-09 | 3.34e-08 | 52 |
GO:1903321113 | Thyroid | PTC | negative regulation of protein modification by small protein conjugation or removal | 59/5968 | 95/18723 | 1.26e-09 | 3.63e-08 | 59 |
GO:0031589111 | Thyroid | PTC | cell-substrate adhesion | 169/5968 | 363/18723 | 2.73e-09 | 7.57e-08 | 169 |
GO:00327846 | Thyroid | PTC | regulation of DNA-templated transcription, elongation | 38/5968 | 53/18723 | 3.07e-09 | 8.43e-08 | 38 |
GO:005164817 | Thyroid | PTC | vesicle localization | 94/5968 | 177/18723 | 3.54e-09 | 9.45e-08 | 94 |
GO:1901214113 | Thyroid | PTC | regulation of neuron death | 151/5968 | 319/18723 | 4.74e-09 | 1.24e-07 | 151 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0501016 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0502216 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0513218 | Breast | Precancer | Salmonella infection | 49/684 | 249/8465 | 2.92e-09 | 6.15e-08 | 4.71e-08 | 49 |
hsa0516718 | Breast | Precancer | Kaposi sarcoma-associated herpesvirus infection | 36/684 | 194/8465 | 1.68e-06 | 2.53e-05 | 1.94e-05 | 36 |
hsa0541818 | Breast | Precancer | Fluid shear stress and atherosclerosis | 28/684 | 139/8465 | 4.74e-06 | 6.00e-05 | 4.59e-05 | 28 |
hsa0510018 | Breast | Precancer | Bacterial invasion of epithelial cells | 16/684 | 77/8465 | 3.55e-04 | 2.80e-03 | 2.15e-03 | 16 |
hsa0467018 | Breast | Precancer | Leukocyte transendothelial migration | 20/684 | 114/8465 | 7.26e-04 | 5.33e-03 | 4.09e-03 | 20 |
hsa0520514 | Breast | Precancer | Proteoglycans in cancer | 30/684 | 205/8465 | 1.00e-03 | 7.18e-03 | 5.50e-03 | 30 |
hsa0452018 | Breast | Precancer | Adherens junction | 17/684 | 93/8465 | 1.11e-03 | 7.57e-03 | 5.80e-03 | 17 |
hsa0516316 | Breast | Precancer | Human cytomegalovirus infection | 32/684 | 225/8465 | 1.13e-03 | 7.57e-03 | 5.80e-03 | 32 |
hsa0501017 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0502217 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0513219 | Breast | Precancer | Salmonella infection | 49/684 | 249/8465 | 2.92e-09 | 6.15e-08 | 4.71e-08 | 49 |
hsa0516719 | Breast | Precancer | Kaposi sarcoma-associated herpesvirus infection | 36/684 | 194/8465 | 1.68e-06 | 2.53e-05 | 1.94e-05 | 36 |
hsa0541819 | Breast | Precancer | Fluid shear stress and atherosclerosis | 28/684 | 139/8465 | 4.74e-06 | 6.00e-05 | 4.59e-05 | 28 |
hsa0510019 | Breast | Precancer | Bacterial invasion of epithelial cells | 16/684 | 77/8465 | 3.55e-04 | 2.80e-03 | 2.15e-03 | 16 |
hsa0467019 | Breast | Precancer | Leukocyte transendothelial migration | 20/684 | 114/8465 | 7.26e-04 | 5.33e-03 | 4.09e-03 | 20 |
hsa0520515 | Breast | Precancer | Proteoglycans in cancer | 30/684 | 205/8465 | 1.00e-03 | 7.18e-03 | 5.50e-03 | 30 |
hsa0452019 | Breast | Precancer | Adherens junction | 17/684 | 93/8465 | 1.11e-03 | 7.57e-03 | 5.80e-03 | 17 |
hsa0516317 | Breast | Precancer | Human cytomegalovirus infection | 32/684 | 225/8465 | 1.13e-03 | 7.57e-03 | 5.80e-03 | 32 |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
CTNNB1 | NK | Endometrium | ADJ | GALNT2,PLEKHA5,SEC14L1, etc. | 4.03e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Endometrium/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
CTNNB1 | GDT | Endometrium | AEH | GALNT2,PLEKHA5,SEC14L1, etc. | 2.12e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Endometrium/Str/TF_AEH/regulons_activity_in_dotplot.png) |
CTNNB1 | NK | Endometrium | AEH | GALNT2,PLEKHA5,SEC14L1, etc. | 1.16e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Endometrium/Str/TF_AEH/regulons_activity_in_dotplot.png) |
CTNNB1 | GDT | Endometrium | EEC | GALNT2,PLEKHA5,SEC14L1, etc. | 1.23e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Endometrium/Str/TF_EEC/regulons_activity_in_dotplot.png) |
CTNNB1 | NK | Endometrium | EEC | GALNT2,PLEKHA5,SEC14L1, etc. | 5.56e-02 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Endometrium/Str/TF_EEC/regulons_activity_in_dotplot.png) |
Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | NVP-TNKS656 | | 26224873 |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | BC21 | | 22224445 |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | Triciribine | TRICIRIBINE | 26224873 |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | CEQ508 | | |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | dexamethasone | DEXAMETHASONE | 26521987 |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | ANTI-PD-L1 MONOCLONAL ANTIBODY | | 25970248 |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | EOSIN_Y | EOSIN_Y | 22889313 |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | (+/-)-HYDNOCARPIN | CHEMBL91638 | 24018191 |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | ANTI-CTLA-4 MONOCLONAL ANTIBODY | | 25970248 |
1499 | CTNNB1 | CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR COMPLEX, DRUGGABLE GENOME, DRUG RESISTANCE | | FLUORESCEIN SODIUM | FLUORESCEIN SODIUM | 22889313 |