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/BRK1_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/BRK1_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/BRK1_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/BRK1_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/BRK1_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/BRK1_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/BRK1_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/BRK1_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/BRK1_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/BRK1_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/BRK1_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/BRK1_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:00432549 | Breast | Precancer | regulation of protein-containing complex assembly | 50/1080 | 428/18723 | 1.63e-06 | 5.97e-05 | 50 |
GO:00313349 | Breast | Precancer | positive regulation of protein-containing complex assembly | 33/1080 | 237/18723 | 2.39e-06 | 8.21e-05 | 33 |
GO:19029059 | Breast | Precancer | positive regulation of supramolecular fiber organization | 28/1080 | 209/18723 | 2.79e-05 | 6.28e-04 | 28 |
GO:19029039 | Breast | Precancer | regulation of supramolecular fiber organization | 42/1080 | 383/18723 | 4.92e-05 | 1.04e-03 | 42 |
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:00070159 | Breast | Precancer | actin filament organization | 44/1080 | 442/18723 | 3.02e-04 | 4.35e-03 | 44 |
GO:00329569 | Breast | Precancer | regulation of actin cytoskeleton organization | 36/1080 | 358/18723 | 8.56e-04 | 9.88e-03 | 36 |
GO:00322739 | Breast | Precancer | positive regulation of protein polymerization | 18/1080 | 138/18723 | 9.85e-04 | 1.11e-02 | 18 |
GO:01100539 | Breast | Precancer | regulation of actin filament organization | 29/1080 | 278/18723 | 1.50e-03 | 1.55e-02 | 29 |
GO:00017017 | Breast | Precancer | in utero embryonic development | 35/1080 | 367/18723 | 2.47e-03 | 2.27e-02 | 35 |
GO:00343146 | Breast | Precancer | Arp2/3 complex-mediated actin nucleation | 7/1080 | 39/18723 | 6.32e-03 | 4.43e-02 | 7 |
GO:190290514 | Breast | IDC | positive regulation of supramolecular fiber organization | 37/1434 | 209/18723 | 1.33e-06 | 5.75e-05 | 37 |
GO:004325414 | Breast | IDC | regulation of protein-containing complex assembly | 61/1434 | 428/18723 | 1.77e-06 | 7.31e-05 | 61 |
GO:003133414 | Breast | IDC | positive regulation of protein-containing complex assembly | 40/1434 | 237/18723 | 1.77e-06 | 7.31e-05 | 40 |
GO:003297014 | Breast | IDC | regulation of actin filament-based process | 56/1434 | 397/18723 | 6.37e-06 | 1.99e-04 | 56 |
GO:190290314 | Breast | IDC | regulation of supramolecular fiber organization | 54/1434 | 383/18723 | 9.40e-06 | 2.66e-04 | 54 |
GO:003227314 | Breast | IDC | positive regulation of protein polymerization | 25/1434 | 138/18723 | 4.46e-05 | 1.01e-03 | 25 |
GO:005149513 | Breast | IDC | positive regulation of cytoskeleton organization | 35/1434 | 226/18723 | 5.04e-05 | 1.09e-03 | 35 |
GO:003295614 | Breast | IDC | regulation of actin cytoskeleton organization | 48/1434 | 358/18723 | 1.03e-04 | 1.96e-03 | 48 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0513218 | Breast | Precancer | Salmonella infection | 49/684 | 249/8465 | 2.92e-09 | 6.15e-08 | 4.71e-08 | 49 |
hsa0513018 | Breast | Precancer | Pathogenic Escherichia coli infection | 38/684 | 197/8465 | 3.12e-07 | 5.81e-06 | 4.45e-06 | 38 |
hsa0513219 | Breast | Precancer | Salmonella infection | 49/684 | 249/8465 | 2.92e-09 | 6.15e-08 | 4.71e-08 | 49 |
hsa0513019 | Breast | Precancer | Pathogenic Escherichia coli infection | 38/684 | 197/8465 | 3.12e-07 | 5.81e-06 | 4.45e-06 | 38 |
hsa0513224 | Breast | IDC | Salmonella infection | 55/867 | 249/8465 | 2.07e-08 | 4.49e-07 | 3.36e-07 | 55 |
hsa0513024 | Breast | IDC | Pathogenic Escherichia coli infection | 42/867 | 197/8465 | 2.66e-06 | 3.92e-05 | 2.94e-05 | 42 |
hsa0481014 | Breast | IDC | Regulation of actin cytoskeleton | 36/867 | 229/8465 | 5.79e-03 | 3.13e-02 | 2.34e-02 | 36 |
hsa0513234 | Breast | IDC | Salmonella infection | 55/867 | 249/8465 | 2.07e-08 | 4.49e-07 | 3.36e-07 | 55 |
hsa0513034 | Breast | IDC | Pathogenic Escherichia coli infection | 42/867 | 197/8465 | 2.66e-06 | 3.92e-05 | 2.94e-05 | 42 |
hsa0481015 | Breast | IDC | Regulation of actin cytoskeleton | 36/867 | 229/8465 | 5.79e-03 | 3.13e-02 | 2.34e-02 | 36 |
hsa0513243 | Breast | DCIS | Salmonella infection | 55/846 | 249/8465 | 8.71e-09 | 1.87e-07 | 1.38e-07 | 55 |
hsa0513043 | Breast | DCIS | Pathogenic Escherichia coli infection | 42/846 | 197/8465 | 1.40e-06 | 2.15e-05 | 1.59e-05 | 42 |
hsa0481023 | Breast | DCIS | Regulation of actin cytoskeleton | 35/846 | 229/8465 | 6.89e-03 | 3.37e-02 | 2.48e-02 | 35 |
hsa0513253 | Breast | DCIS | Salmonella infection | 55/846 | 249/8465 | 8.71e-09 | 1.87e-07 | 1.38e-07 | 55 |
hsa0513053 | Breast | DCIS | Pathogenic Escherichia coli infection | 42/846 | 197/8465 | 1.40e-06 | 2.15e-05 | 1.59e-05 | 42 |
hsa0481033 | Breast | DCIS | Regulation of actin cytoskeleton | 35/846 | 229/8465 | 6.89e-03 | 3.37e-02 | 2.48e-02 | 35 |
hsa0513020 | Cervix | CC | Pathogenic Escherichia coli infection | 63/1267 | 197/8465 | 9.28e-10 | 2.00e-08 | 1.19e-08 | 63 |
hsa0513220 | Cervix | CC | Salmonella infection | 74/1267 | 249/8465 | 1.33e-09 | 2.54e-08 | 1.50e-08 | 74 |
hsa0481016 | Cervix | CC | Regulation of actin cytoskeleton | 64/1267 | 229/8465 | 2.24e-07 | 2.59e-06 | 1.53e-06 | 64 |
hsa05130110 | Cervix | CC | Pathogenic Escherichia coli infection | 63/1267 | 197/8465 | 9.28e-10 | 2.00e-08 | 1.19e-08 | 63 |