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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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/SEC61G_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:00709725 | Breast | Precancer | protein localization to endoplasmic reticulum | 15/1080 | 74/18723 | 1.74e-05 | 4.17e-04 | 15 |
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:007097213 | Breast | IDC | protein localization to endoplasmic reticulum | 18/1434 | 74/18723 | 8.58e-06 | 2.47e-04 | 18 |
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: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 |
GO:007259423 | Breast | DCIS | establishment of protein localization to organelle | 51/1390 | 422/18723 | 3.91e-04 | 5.40e-03 | 51 |
GO:007180621 | Breast | DCIS | protein transmembrane transport | 12/1390 | 59/18723 | 1.14e-03 | 1.22e-02 | 12 |
GO:00725949 | Cervix | CC | establishment of protein localization to organelle | 99/2311 | 422/18723 | 1.23e-10 | 2.11e-08 | 99 |
GO:000660510 | Cervix | CC | protein targeting | 68/2311 | 314/18723 | 2.17e-06 | 6.55e-05 | 68 |
GO:00901509 | Cervix | CC | establishment of protein localization to membrane | 54/2311 | 260/18723 | 7.67e-05 | 1.05e-03 | 54 |
GO:00709726 | Cervix | CC | protein localization to endoplasmic reticulum | 21/2311 | 74/18723 | 1.69e-04 | 2.00e-03 | 21 |
GO:00725995 | Cervix | CC | establishment of protein localization to endoplasmic reticulum | 13/2311 | 46/18723 | 2.95e-03 | 1.94e-02 | 13 |
GO:007259414 | Cervix | HSIL_HPV | establishment of protein localization to organelle | 29/737 | 422/18723 | 2.71e-03 | 2.58e-02 | 29 |
GO:007259424 | Cervix | N_HPV | establishment of protein localization to organelle | 31/534 | 422/18723 | 1.63e-06 | 8.54e-05 | 31 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0414126 | Endometrium | AEH | Protein processing in endoplasmic reticulum | 62/1197 | 174/8465 | 5.97e-13 | 1.39e-11 | 1.01e-11 | 62 |
hsa0414524 | Endometrium | AEH | Phagosome | 41/1197 | 152/8465 | 2.12e-05 | 2.22e-04 | 1.63e-04 | 41 |
hsa0511018 | Endometrium | AEH | Vibrio cholerae infection | 18/1197 | 50/8465 | 9.09e-05 | 8.69e-04 | 6.36e-04 | 18 |
hsa0306014 | Endometrium | AEH | Protein export | 11/1197 | 23/8465 | 1.14e-04 | 1.06e-03 | 7.73e-04 | 11 |
hsa04141111 | Endometrium | AEH | Protein processing in endoplasmic reticulum | 62/1197 | 174/8465 | 5.97e-13 | 1.39e-11 | 1.01e-11 | 62 |
hsa04145111 | Endometrium | AEH | Phagosome | 41/1197 | 152/8465 | 2.12e-05 | 2.22e-04 | 1.63e-04 | 41 |
hsa0511019 | Endometrium | AEH | Vibrio cholerae infection | 18/1197 | 50/8465 | 9.09e-05 | 8.69e-04 | 6.36e-04 | 18 |
hsa0306015 | Endometrium | AEH | Protein export | 11/1197 | 23/8465 | 1.14e-04 | 1.06e-03 | 7.73e-04 | 11 |
hsa0414127 | Endometrium | EEC | Protein processing in endoplasmic reticulum | 64/1237 | 174/8465 | 2.17e-13 | 5.09e-12 | 3.80e-12 | 64 |
hsa0414525 | Endometrium | EEC | Phagosome | 42/1237 | 152/8465 | 2.01e-05 | 2.28e-04 | 1.70e-04 | 42 |
hsa0511024 | Endometrium | EEC | Vibrio cholerae infection | 18/1237 | 50/8465 | 1.40e-04 | 1.32e-03 | 9.82e-04 | 18 |
hsa0306023 | Endometrium | EEC | Protein export | 11/1237 | 23/8465 | 1.54e-04 | 1.41e-03 | 1.05e-03 | 11 |
hsa0414136 | Endometrium | EEC | Protein processing in endoplasmic reticulum | 64/1237 | 174/8465 | 2.17e-13 | 5.09e-12 | 3.80e-12 | 64 |
hsa0414534 | Endometrium | EEC | Phagosome | 42/1237 | 152/8465 | 2.01e-05 | 2.28e-04 | 1.70e-04 | 42 |
hsa0511034 | Endometrium | EEC | Vibrio cholerae infection | 18/1237 | 50/8465 | 1.40e-04 | 1.32e-03 | 9.82e-04 | 18 |
hsa0306033 | Endometrium | EEC | Protein export | 11/1237 | 23/8465 | 1.54e-04 | 1.41e-03 | 1.05e-03 | 11 |
hsa0414139 | Esophagus | HGIN | Protein processing in endoplasmic reticulum | 67/1383 | 174/8465 | 1.06e-12 | 2.16e-11 | 1.72e-11 | 67 |
hsa0306020 | Esophagus | HGIN | Protein export | 13/1383 | 23/8465 | 1.27e-05 | 1.80e-04 | 1.43e-04 | 13 |
hsa04141114 | Esophagus | HGIN | Protein processing in endoplasmic reticulum | 67/1383 | 174/8465 | 1.06e-12 | 2.16e-11 | 1.72e-11 | 67 |
hsa03060110 | Esophagus | HGIN | Protein export | 13/1383 | 23/8465 | 1.27e-05 | 1.80e-04 | 1.43e-04 | 13 |