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/SEC61B_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/SEC61B_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/SEC61B_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/SEC61B_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/SEC61B_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/SEC61B_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/SEC61B_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/SEC61B_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/SEC61B_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/SEC61B_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/SEC61B_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:00349769 | Breast | Precancer | response to endoplasmic reticulum stress | 38/1080 | 256/18723 | 7.89e-08 | 4.60e-06 | 38 |
GO:00104989 | Breast | Precancer | proteasomal protein catabolic process | 58/1080 | 490/18723 | 1.54e-07 | 8.05e-06 | 58 |
GO:00709725 | Breast | Precancer | protein localization to endoplasmic reticulum | 15/1080 | 74/18723 | 1.74e-05 | 4.17e-04 | 15 |
GO:00431619 | Breast | Precancer | proteasome-mediated ubiquitin-dependent protein catabolic process | 42/1080 | 412/18723 | 2.49e-04 | 3.72e-03 | 42 |
GO:00066059 | Breast | Precancer | protein targeting | 33/1080 | 314/18723 | 6.50e-04 | 7.99e-03 | 33 |
GO:00725948 | Breast | Precancer | establishment of protein localization to organelle | 41/1080 | 422/18723 | 7.75e-04 | 9.20e-03 | 41 |
GO:00718064 | Breast | Precancer | protein transmembrane transport | 10/1080 | 59/18723 | 1.86e-03 | 1.81e-02 | 10 |
GO:00066208 | Breast | Precancer | posttranslational protein targeting to endoplasmic reticulum membrane | 4/1080 | 12/18723 | 3.75e-03 | 3.04e-02 | 4 |
GO:001049814 | Breast | IDC | proteasomal protein catabolic process | 75/1434 | 490/18723 | 5.59e-09 | 4.41e-07 | 75 |
GO:003497614 | Breast | IDC | response to endoplasmic reticulum stress | 43/1434 | 256/18723 | 8.42e-07 | 3.82e-05 | 43 |
GO:007097213 | Breast | IDC | protein localization to endoplasmic reticulum | 18/1434 | 74/18723 | 8.58e-06 | 2.47e-04 | 18 |
GO:004316114 | Breast | IDC | proteasome-mediated ubiquitin-dependent protein catabolic process | 57/1434 | 412/18723 | 9.55e-06 | 2.68e-04 | 57 |
GO:000660514 | Breast | IDC | protein targeting | 43/1434 | 314/18723 | 1.44e-04 | 2.53e-03 | 43 |
GO:007259413 | Breast | IDC | establishment of protein localization to organelle | 51/1434 | 422/18723 | 7.94e-04 | 9.55e-03 | 51 |
GO:007180612 | Breast | IDC | protein transmembrane transport | 12/1434 | 59/18723 | 1.49e-03 | 1.50e-02 | 12 |
GO:001049824 | Breast | DCIS | proteasomal protein catabolic process | 75/1390 | 490/18723 | 1.44e-09 | 1.40e-07 | 75 |
GO:003497622 | Breast | DCIS | response to endoplasmic reticulum stress | 43/1390 | 256/18723 | 3.65e-07 | 1.71e-05 | 43 |
GO:004316124 | Breast | DCIS | proteasome-mediated ubiquitin-dependent protein catabolic process | 57/1390 | 412/18723 | 3.76e-06 | 1.16e-04 | 57 |
GO:007097222 | Breast | DCIS | protein localization to endoplasmic reticulum | 18/1390 | 74/18723 | 5.57e-06 | 1.60e-04 | 18 |
GO:000660523 | Breast | DCIS | protein targeting | 43/1390 | 314/18723 | 7.17e-05 | 1.41e-03 | 43 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0414118 | Breast | Precancer | Protein processing in endoplasmic reticulum | 33/684 | 174/8465 | 2.78e-06 | 3.83e-05 | 2.94e-05 | 33 |
hsa0511014 | Breast | Precancer | Vibrio cholerae infection | 14/684 | 50/8465 | 2.67e-05 | 2.64e-04 | 2.02e-04 | 14 |
hsa0414518 | Breast | Precancer | Phagosome | 27/684 | 152/8465 | 7.37e-05 | 6.85e-04 | 5.25e-04 | 27 |
hsa030609 | Breast | Precancer | Protein export | 6/684 | 23/8465 | 8.34e-03 | 4.54e-02 | 3.48e-02 | 6 |
hsa0414119 | Breast | Precancer | Protein processing in endoplasmic reticulum | 33/684 | 174/8465 | 2.78e-06 | 3.83e-05 | 2.94e-05 | 33 |
hsa0511015 | Breast | Precancer | Vibrio cholerae infection | 14/684 | 50/8465 | 2.67e-05 | 2.64e-04 | 2.02e-04 | 14 |
hsa0414519 | Breast | Precancer | Phagosome | 27/684 | 152/8465 | 7.37e-05 | 6.85e-04 | 5.25e-04 | 27 |
hsa0306012 | Breast | Precancer | Protein export | 6/684 | 23/8465 | 8.34e-03 | 4.54e-02 | 3.48e-02 | 6 |
hsa0511022 | Breast | IDC | Vibrio cholerae infection | 17/867 | 50/8465 | 4.82e-06 | 6.82e-05 | 5.10e-05 | 17 |
hsa0414522 | Breast | IDC | Phagosome | 34/867 | 152/8465 | 8.00e-06 | 9.99e-05 | 7.48e-05 | 34 |
hsa0414124 | Breast | IDC | Protein processing in endoplasmic reticulum | 36/867 | 174/8465 | 2.73e-05 | 2.86e-04 | 2.14e-04 | 36 |
hsa0511032 | Breast | IDC | Vibrio cholerae infection | 17/867 | 50/8465 | 4.82e-06 | 6.82e-05 | 5.10e-05 | 17 |
hsa0414532 | Breast | IDC | Phagosome | 34/867 | 152/8465 | 8.00e-06 | 9.99e-05 | 7.48e-05 | 34 |
hsa0414134 | Breast | IDC | Protein processing in endoplasmic reticulum | 36/867 | 174/8465 | 2.73e-05 | 2.86e-04 | 2.14e-04 | 36 |
hsa0414541 | Breast | DCIS | Phagosome | 35/846 | 152/8465 | 1.67e-06 | 2.45e-05 | 1.81e-05 | 35 |
hsa0511041 | Breast | DCIS | Vibrio cholerae infection | 17/846 | 50/8465 | 3.45e-06 | 4.45e-05 | 3.28e-05 | 17 |
hsa0414143 | Breast | DCIS | Protein processing in endoplasmic reticulum | 36/846 | 174/8465 | 1.60e-05 | 1.91e-04 | 1.41e-04 | 36 |
hsa0414551 | Breast | DCIS | Phagosome | 35/846 | 152/8465 | 1.67e-06 | 2.45e-05 | 1.81e-05 | 35 |
hsa0511051 | Breast | DCIS | Vibrio cholerae infection | 17/846 | 50/8465 | 3.45e-06 | 4.45e-05 | 3.28e-05 | 17 |
hsa0414153 | Breast | DCIS | Protein processing in endoplasmic reticulum | 36/846 | 174/8465 | 1.60e-05 | 1.91e-04 | 1.41e-04 | 36 |