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:007180615 | Oral cavity | LP | protein transmembrane transport | 36/4623 | 59/18723 | 3.37e-09 | 1.44e-07 | 36 |
GO:007097217 | Oral cavity | LP | protein localization to endoplasmic reticulum | 41/4623 | 74/18723 | 1.52e-08 | 5.63e-07 | 41 |
GO:006500213 | Oral cavity | LP | intracellular protein transmembrane transport | 31/4623 | 51/18723 | 4.70e-08 | 1.64e-06 | 31 |
GO:000661211 | Oral cavity | LP | protein targeting to membrane | 60/4623 | 131/18723 | 1.10e-07 | 3.59e-06 | 60 |
GO:004504714 | Oral cavity | LP | protein targeting to ER | 25/4623 | 42/18723 | 1.64e-06 | 3.85e-05 | 25 |
GO:007259914 | Oral cavity | LP | establishment of protein localization to endoplasmic reticulum | 26/4623 | 46/18723 | 3.95e-06 | 8.19e-05 | 26 |
GO:000662017 | Oral cavity | LP | posttranslational protein targeting to endoplasmic reticulum membrane | 9/4623 | 12/18723 | 3.52e-04 | 3.49e-03 | 9 |
GO:007259416 | Prostate | BPH | establishment of protein localization to organelle | 142/3107 | 422/18723 | 4.01e-18 | 1.31e-15 | 142 |
GO:000660518 | Prostate | BPH | protein targeting | 102/3107 | 314/18723 | 2.51e-12 | 2.05e-10 | 102 |
GO:00709728 | Prostate | BPH | protein localization to endoplasmic reticulum | 36/3107 | 74/18723 | 1.61e-10 | 9.22e-09 | 36 |
GO:009015016 | Prostate | BPH | establishment of protein localization to membrane | 77/3107 | 260/18723 | 1.06e-07 | 2.56e-06 | 77 |
GO:00725997 | Prostate | BPH | establishment of protein localization to endoplasmic reticulum | 23/3107 | 46/18723 | 1.71e-07 | 3.85e-06 | 23 |
GO:00450476 | Prostate | BPH | protein targeting to ER | 21/3107 | 42/18723 | 5.88e-07 | 1.15e-05 | 21 |
GO:000662014 | Prostate | BPH | posttranslational protein targeting to endoplasmic reticulum membrane | 7/3107 | 12/18723 | 1.25e-03 | 7.57e-03 | 7 |
GO:00718067 | Prostate | BPH | protein transmembrane transport | 19/3107 | 59/18723 | 2.37e-03 | 1.29e-02 | 19 |
GO:00650024 | Prostate | BPH | intracellular protein transmembrane transport | 16/3107 | 51/18723 | 6.72e-03 | 3.02e-02 | 16 |
GO:007259417 | Prostate | Tumor | establishment of protein localization to organelle | 151/3246 | 422/18723 | 3.19e-20 | 2.83e-17 | 151 |
GO:000660519 | Prostate | Tumor | protein targeting | 109/3246 | 314/18723 | 6.11e-14 | 7.30e-12 | 109 |
GO:007097216 | Prostate | Tumor | protein localization to endoplasmic reticulum | 36/3246 | 74/18723 | 5.66e-10 | 2.95e-08 | 36 |
GO:007259913 | Prostate | Tumor | establishment of protein localization to endoplasmic reticulum | 23/3246 | 46/18723 | 3.87e-07 | 8.56e-06 | 23 |
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 |
hsa0414518 | Breast | Precancer | Phagosome | 27/684 | 152/8465 | 7.37e-05 | 6.85e-04 | 5.25e-04 | 27 |
hsa0414119 | Breast | Precancer | Protein processing in endoplasmic reticulum | 33/684 | 174/8465 | 2.78e-06 | 3.83e-05 | 2.94e-05 | 33 |
hsa0414519 | Breast | Precancer | Phagosome | 27/684 | 152/8465 | 7.37e-05 | 6.85e-04 | 5.25e-04 | 27 |
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 |
hsa0414120 | Cervix | CC | Protein processing in endoplasmic reticulum | 55/1267 | 174/8465 | 1.74e-08 | 2.68e-07 | 1.58e-07 | 55 |
hsa0414520 | Cervix | CC | Phagosome | 47/1267 | 152/8465 | 3.95e-07 | 4.26e-06 | 2.52e-06 | 47 |
hsa0511016 | Cervix | CC | Vibrio cholerae infection | 18/1267 | 50/8465 | 1.91e-04 | 1.11e-03 | 6.55e-04 | 18 |
hsa0306010 | Cervix | CC | Protein export | 10/1267 | 23/8465 | 9.64e-04 | 4.22e-03 | 2.49e-03 | 10 |