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:000636814 | Esophagus | ESCC | transcription elongation from RNA polymerase II promoter | 56/8552 | 69/18723 | 1.40e-09 | 3.30e-08 | 56 |
GO:000700418 | Esophagus | ESCC | telomere maintenance via telomerase | 56/8552 | 69/18723 | 1.40e-09 | 3.30e-08 | 56 |
GO:003105614 | Esophagus | ESCC | regulation of histone modification | 106/8552 | 152/18723 | 1.52e-09 | 3.55e-08 | 106 |
GO:200125219 | Esophagus | ESCC | positive regulation of chromosome organization | 64/8552 | 82/18723 | 1.98e-09 | 4.52e-08 | 64 |
GO:00322592 | Esophagus | ESCC | methylation | 222/8552 | 364/18723 | 2.26e-09 | 5.09e-08 | 222 |
GO:003158919 | Esophagus | ESCC | cell-substrate adhesion | 221/8552 | 363/18723 | 3.06e-09 | 6.62e-08 | 221 |
GO:003278412 | Esophagus | ESCC | regulation of DNA-templated transcription, elongation | 45/8552 | 53/18723 | 3.64e-09 | 7.61e-08 | 45 |
GO:005164815 | Esophagus | ESCC | vesicle localization | 119/8552 | 177/18723 | 5.16e-09 | 1.08e-07 | 119 |
GO:0051101111 | Esophagus | ESCC | regulation of DNA binding | 84/8552 | 118/18723 | 1.64e-08 | 3.21e-07 | 84 |
GO:0070997111 | Esophagus | ESCC | neuron death | 216/8552 | 361/18723 | 3.49e-08 | 6.45e-07 | 216 |
GO:001083319 | Esophagus | ESCC | telomere maintenance via telomere lengthening | 61/8552 | 81/18723 | 5.24e-08 | 9.37e-07 | 61 |
GO:00435888 | Esophagus | ESCC | skin development | 163/8552 | 263/18723 | 6.48e-08 | 1.14e-06 | 163 |
GO:1903321111 | Esophagus | ESCC | negative regulation of protein modification by small protein conjugation or removal | 69/8552 | 95/18723 | 8.54e-08 | 1.44e-06 | 69 |
GO:00322108 | Esophagus | ESCC | regulation of telomere maintenance via telomerase | 43/8552 | 53/18723 | 1.20e-07 | 1.95e-06 | 43 |
GO:005197217 | Esophagus | ESCC | regulation of telomerase activity | 39/8552 | 47/18723 | 1.48e-07 | 2.35e-06 | 39 |
GO:00163316 | Esophagus | ESCC | morphogenesis of embryonic epithelium | 98/8552 | 147/18723 | 2.12e-07 | 3.27e-06 | 98 |
GO:003220618 | Esophagus | ESCC | positive regulation of telomere maintenance | 42/8552 | 52/18723 | 2.15e-07 | 3.30e-06 | 42 |
GO:0061458110 | Esophagus | ESCC | reproductive system development | 247/8552 | 427/18723 | 2.24e-07 | 3.42e-06 | 247 |
GO:00091002 | Esophagus | ESCC | glycoprotein metabolic process | 226/8552 | 387/18723 | 2.64e-07 | 3.94e-06 | 226 |
GO:003221210 | Esophagus | ESCC | positive regulation of telomere maintenance via telomerase | 30/8552 | 34/18723 | 2.73e-07 | 4.02e-06 | 30 |
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 |