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:005109934 | Thyroid | ATC | positive regulation of binding | 103/6293 | 173/18723 | 2.19e-12 | 9.05e-11 | 103 |
GO:000635421 | Thyroid | ATC | DNA-templated transcription, elongation | 63/6293 | 91/18723 | 3.89e-12 | 1.55e-10 | 63 |
GO:005105219 | Thyroid | ATC | regulation of DNA metabolic process | 183/6293 | 359/18723 | 5.97e-12 | 2.30e-10 | 183 |
GO:0007160111 | Thyroid | ATC | cell-matrix adhesion | 128/6293 | 233/18723 | 1.49e-11 | 5.41e-10 | 128 |
GO:000170126 | Thyroid | ATC | in utero embryonic development | 183/6293 | 367/18723 | 6.62e-11 | 2.11e-09 | 183 |
GO:004873233 | Thyroid | ATC | gland development | 210/6293 | 436/18723 | 1.50e-10 | 4.59e-09 | 210 |
GO:000636822 | Thyroid | ATC | transcription elongation from RNA polymerase II promoter | 49/6293 | 69/18723 | 2.32e-10 | 6.72e-09 | 49 |
GO:009881312 | Thyroid | ATC | nuclear chromosome segregation | 145/6293 | 281/18723 | 3.06e-10 | 8.61e-09 | 145 |
GO:006007025 | Thyroid | ATC | canonical Wnt signaling pathway | 154/6293 | 303/18723 | 3.68e-10 | 1.02e-08 | 154 |
GO:003220423 | Thyroid | ATC | regulation of telomere maintenance | 54/6293 | 80/18723 | 5.87e-10 | 1.56e-08 | 54 |
GO:000164932 | Thyroid | ATC | osteoblast differentiation | 122/6293 | 229/18723 | 6.04e-10 | 1.60e-08 | 122 |
GO:0070997210 | Thyroid | ATC | neuron death | 176/6293 | 361/18723 | 1.43e-09 | 3.57e-08 | 176 |
GO:003278414 | Thyroid | ATC | regulation of DNA-templated transcription, elongation | 39/6293 | 53/18723 | 3.04e-09 | 7.10e-08 | 39 |
GO:190121629 | Thyroid | ATC | positive regulation of neuron death | 61/6293 | 97/18723 | 3.34e-09 | 7.77e-08 | 61 |
GO:190332135 | Thyroid | ATC | negative regulation of protein modification by small protein conjugation or removal | 60/6293 | 95/18723 | 3.53e-09 | 8.14e-08 | 60 |
GO:000182222 | Thyroid | ATC | kidney development | 146/6293 | 293/18723 | 5.81e-09 | 1.28e-07 | 146 |
GO:0051054110 | Thyroid | ATC | positive regulation of DNA metabolic process | 107/6293 | 201/18723 | 7.10e-09 | 1.54e-07 | 107 |
GO:000165522 | Thyroid | ATC | urogenital system development | 164/6293 | 338/18723 | 7.92e-09 | 1.70e-07 | 164 |
GO:000072324 | Thyroid | ATC | telomere maintenance | 76/6293 | 131/18723 | 8.21e-09 | 1.75e-07 | 76 |
GO:190121428 | Thyroid | ATC | regulation of neuron death | 156/6293 | 319/18723 | 9.30e-09 | 1.96e-07 | 156 |
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 |