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/GLUL_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/GLUL_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/GLUL_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/GLUL_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal 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/GLUL_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/GLUL_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/GLUL_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/GLUL_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/GLUL_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/GLUL_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/GLUL_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:003450410 | Prostate | BPH | protein localization to nucleus | 98/3107 | 290/18723 | 4.78e-13 | 4.35e-11 | 98 |
GO:007149618 | Prostate | BPH | cellular response to external stimulus | 102/3107 | 320/18723 | 8.99e-12 | 6.79e-10 | 102 |
GO:190495117 | Prostate | BPH | positive regulation of establishment of protein localization | 101/3107 | 319/18723 | 1.77e-11 | 1.24e-09 | 101 |
GO:190018010 | Prostate | BPH | regulation of protein localization to nucleus | 54/3107 | 136/18723 | 1.02e-10 | 6.02e-09 | 54 |
GO:005122217 | Prostate | BPH | positive regulation of protein transport | 93/3107 | 303/18723 | 6.94e-10 | 3.25e-08 | 93 |
GO:003166817 | Prostate | BPH | cellular response to extracellular stimulus | 79/3107 | 246/18723 | 1.32e-09 | 5.69e-08 | 79 |
GO:009013216 | Prostate | BPH | epithelium migration | 104/3107 | 360/18723 | 2.96e-09 | 1.15e-07 | 104 |
GO:009013016 | Prostate | BPH | tissue migration | 105/3107 | 365/18723 | 3.21e-09 | 1.24e-07 | 105 |
GO:001063116 | Prostate | BPH | epithelial cell migration | 103/3107 | 357/18723 | 3.80e-09 | 1.44e-07 | 103 |
GO:004225418 | Prostate | BPH | ribosome biogenesis | 90/3107 | 299/18723 | 3.82e-09 | 1.44e-07 | 90 |
GO:000166717 | Prostate | BPH | ameboidal-type cell migration | 128/3107 | 475/18723 | 5.69e-09 | 2.05e-07 | 128 |
GO:001063216 | Prostate | BPH | regulation of epithelial cell migration | 87/3107 | 292/18723 | 1.18e-08 | 3.87e-07 | 87 |
GO:00506739 | Prostate | BPH | epithelial cell proliferation | 116/3107 | 437/18723 | 7.12e-08 | 1.85e-06 | 116 |
GO:00506789 | Prostate | BPH | regulation of epithelial cell proliferation | 104/3107 | 381/18723 | 7.52e-08 | 1.92e-06 | 104 |
GO:003166910 | Prostate | BPH | cellular response to nutrient levels | 67/3107 | 215/18723 | 8.51e-08 | 2.12e-06 | 67 |
GO:000926710 | Prostate | BPH | cellular response to starvation | 52/3107 | 156/18723 | 2.24e-07 | 4.89e-06 | 52 |
GO:003166718 | Prostate | BPH | response to nutrient levels | 121/3107 | 474/18723 | 3.68e-07 | 7.70e-06 | 121 |
GO:004259410 | Prostate | BPH | response to starvation | 59/3107 | 197/18723 | 2.10e-06 | 3.45e-05 | 59 |
GO:00435429 | Prostate | BPH | endothelial cell migration | 73/3107 | 279/18723 | 3.03e-05 | 3.46e-04 | 73 |
GO:000974318 | Prostate | BPH | response to carbohydrate | 67/3107 | 253/18723 | 4.20e-05 | 4.48e-04 | 67 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa00630 | Colorectum | AD | Glyoxylate and dicarboxylate metabolism | 14/2092 | 30/8465 | 7.25e-03 | 2.97e-02 | 1.89e-02 | 14 |
hsa01230 | Colorectum | AD | Biosynthesis of amino acids | 28/2092 | 75/8465 | 9.99e-03 | 3.89e-02 | 2.48e-02 | 28 |
hsa006301 | Colorectum | AD | Glyoxylate and dicarboxylate metabolism | 14/2092 | 30/8465 | 7.25e-03 | 2.97e-02 | 1.89e-02 | 14 |
hsa012301 | Colorectum | AD | Biosynthesis of amino acids | 28/2092 | 75/8465 | 9.99e-03 | 3.89e-02 | 2.48e-02 | 28 |
hsa04217 | Colorectum | SER | Necroptosis | 47/1580 | 159/8465 | 5.21e-04 | 4.44e-03 | 3.22e-03 | 47 |
hsa012302 | Colorectum | SER | Biosynthesis of amino acids | 23/1580 | 75/8465 | 8.11e-03 | 4.14e-02 | 3.01e-02 | 23 |
hsa042171 | Colorectum | SER | Necroptosis | 47/1580 | 159/8465 | 5.21e-04 | 4.44e-03 | 3.22e-03 | 47 |
hsa012303 | Colorectum | SER | Biosynthesis of amino acids | 23/1580 | 75/8465 | 8.11e-03 | 4.14e-02 | 3.01e-02 | 23 |
hsa006302 | Colorectum | MSI-H | Glyoxylate and dicarboxylate metabolism | 8/797 | 30/8465 | 5.34e-03 | 4.94e-02 | 4.14e-02 | 8 |
hsa006303 | Colorectum | MSI-H | Glyoxylate and dicarboxylate metabolism | 8/797 | 30/8465 | 5.34e-03 | 4.94e-02 | 4.14e-02 | 8 |
hsa012306 | Esophagus | HGIN | Biosynthesis of amino acids | 21/1383 | 75/8465 | 7.38e-03 | 4.63e-02 | 3.68e-02 | 21 |
hsa0123013 | Esophagus | HGIN | Biosynthesis of amino acids | 21/1383 | 75/8465 | 7.38e-03 | 4.63e-02 | 3.68e-02 | 21 |
hsa0123023 | Esophagus | ESCC | Biosynthesis of amino acids | 49/4205 | 75/8465 | 4.35e-03 | 1.12e-02 | 5.74e-03 | 49 |
hsa006306 | Esophagus | ESCC | Glyoxylate and dicarboxylate metabolism | 21/4205 | 30/8465 | 1.95e-02 | 4.35e-02 | 2.23e-02 | 21 |
hsa0123033 | Esophagus | ESCC | Biosynthesis of amino acids | 49/4205 | 75/8465 | 4.35e-03 | 1.12e-02 | 5.74e-03 | 49 |
hsa0063013 | Esophagus | ESCC | Glyoxylate and dicarboxylate metabolism | 21/4205 | 30/8465 | 1.95e-02 | 4.35e-02 | 2.23e-02 | 21 |
hsa006304 | Liver | Cirrhotic | Glyoxylate and dicarboxylate metabolism | 20/2530 | 30/8465 | 3.36e-05 | 2.54e-04 | 1.57e-04 | 20 |
hsa012304 | Liver | Cirrhotic | Biosynthesis of amino acids | 35/2530 | 75/8465 | 1.54e-03 | 7.83e-03 | 4.83e-03 | 35 |
hsa0063011 | Liver | Cirrhotic | Glyoxylate and dicarboxylate metabolism | 20/2530 | 30/8465 | 3.36e-05 | 2.54e-04 | 1.57e-04 | 20 |
hsa0123011 | Liver | Cirrhotic | Biosynthesis of amino acids | 35/2530 | 75/8465 | 1.54e-03 | 7.83e-03 | 4.83e-03 | 35 |