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/PGAM1_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/PGAM1_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/PGAM1_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/PGAM1_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/PGAM1_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/PGAM1_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/PGAM1_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/PGAM1_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/PGAM1_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/PGAM1_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/PGAM1_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:00196933 | Colorectum | FAP | ribose phosphate metabolic process | 97/2622 | 396/18723 | 1.35e-08 | 1.51e-06 | 97 |
GO:00060904 | Colorectum | FAP | pyruvate metabolic process | 38/2622 | 106/18723 | 1.38e-08 | 1.51e-06 | 38 |
GO:00460314 | Colorectum | FAP | ADP metabolic process | 34/2622 | 90/18723 | 1.73e-08 | 1.84e-06 | 34 |
GO:00067574 | Colorectum | FAP | ATP generation from ADP | 32/2622 | 82/18723 | 1.82e-08 | 1.87e-06 | 32 |
GO:00091354 | Colorectum | FAP | purine nucleoside diphosphate metabolic process | 37/2622 | 103/18723 | 2.00e-08 | 1.98e-06 | 37 |
GO:00091794 | Colorectum | FAP | purine ribonucleoside diphosphate metabolic process | 37/2622 | 103/18723 | 2.00e-08 | 1.98e-06 | 37 |
GO:00091854 | Colorectum | FAP | ribonucleoside diphosphate metabolic process | 37/2622 | 106/18723 | 4.79e-08 | 3.86e-06 | 37 |
GO:00469394 | Colorectum | FAP | nucleotide phosphorylation | 33/2622 | 101/18723 | 1.40e-06 | 6.17e-05 | 33 |
GO:00160523 | Colorectum | FAP | carbohydrate catabolic process | 44/2622 | 154/18723 | 1.82e-06 | 7.42e-05 | 44 |
GO:00061654 | Colorectum | FAP | nucleoside diphosphate phosphorylation | 32/2622 | 99/18723 | 2.61e-06 | 9.94e-05 | 32 |
GO:00091174 | Colorectum | FAP | nucleotide metabolic process | 105/2622 | 489/18723 | 3.52e-06 | 1.25e-04 | 105 |
GO:00091324 | Colorectum | FAP | nucleoside diphosphate metabolic process | 37/2622 | 124/18723 | 3.86e-06 | 1.32e-04 | 37 |
GO:00067534 | Colorectum | FAP | nucleoside phosphate metabolic process | 105/2622 | 497/18723 | 7.47e-06 | 2.25e-04 | 105 |
GO:00442621 | Colorectum | FAP | cellular carbohydrate metabolic process | 66/2622 | 283/18723 | 1.53e-05 | 4.01e-04 | 66 |
GO:00061092 | Colorectum | FAP | regulation of carbohydrate metabolic process | 46/2622 | 178/18723 | 1.99e-05 | 4.90e-04 | 46 |
GO:00620122 | Colorectum | FAP | regulation of small molecule metabolic process | 74/2622 | 334/18723 | 3.15e-05 | 7.13e-04 | 74 |
GO:19035784 | Colorectum | FAP | regulation of ATP metabolic process | 26/2622 | 87/18723 | 9.84e-05 | 1.66e-03 | 26 |
GO:00434702 | Colorectum | FAP | regulation of carbohydrate catabolic process | 19/2622 | 56/18723 | 1.32e-04 | 2.12e-03 | 19 |
GO:00434674 | Colorectum | FAP | regulation of generation of precursor metabolites and energy | 34/2622 | 130/18723 | 1.78e-04 | 2.64e-03 | 34 |
GO:00061102 | Colorectum | FAP | regulation of glycolytic process | 16/2622 | 45/18723 | 2.39e-04 | 3.34e-03 | 16 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0001010 | Breast | Precancer | Glycolysis / Gluconeogenesis | 13/684 | 67/8465 | 2.39e-03 | 1.51e-02 | 1.16e-02 | 13 |
hsa052309 | Breast | Precancer | Central carbon metabolism in cancer | 13/684 | 70/8465 | 3.57e-03 | 2.17e-02 | 1.66e-02 | 13 |
hsa0120012 | Breast | Precancer | Carbon metabolism | 18/684 | 115/8465 | 4.79e-03 | 2.75e-02 | 2.11e-02 | 18 |
hsa0001013 | Breast | Precancer | Glycolysis / Gluconeogenesis | 13/684 | 67/8465 | 2.39e-03 | 1.51e-02 | 1.16e-02 | 13 |
hsa0523012 | Breast | Precancer | Central carbon metabolism in cancer | 13/684 | 70/8465 | 3.57e-03 | 2.17e-02 | 1.66e-02 | 13 |
hsa0120013 | Breast | Precancer | Carbon metabolism | 18/684 | 115/8465 | 4.79e-03 | 2.75e-02 | 2.11e-02 | 18 |
hsa0523010 | Cervix | CC | Central carbon metabolism in cancer | 18/1267 | 70/8465 | 1.29e-02 | 3.87e-02 | 2.29e-02 | 18 |
hsa0523013 | Cervix | CC | Central carbon metabolism in cancer | 18/1267 | 70/8465 | 1.29e-02 | 3.87e-02 | 2.29e-02 | 18 |
hsa01200 | Colorectum | AD | Carbon metabolism | 55/2092 | 115/8465 | 5.53e-08 | 8.42e-07 | 5.37e-07 | 55 |
hsa00010 | Colorectum | AD | Glycolysis / Gluconeogenesis | 34/2092 | 67/8465 | 3.63e-06 | 4.34e-05 | 2.77e-05 | 34 |
hsa05230 | Colorectum | AD | Central carbon metabolism in cancer | 33/2092 | 70/8465 | 3.61e-05 | 3.19e-04 | 2.03e-04 | 33 |
hsa04922 | Colorectum | AD | Glucagon signaling pathway | 41/2092 | 107/8465 | 1.18e-03 | 7.75e-03 | 4.94e-03 | 41 |
hsa01230 | Colorectum | AD | Biosynthesis of amino acids | 28/2092 | 75/8465 | 9.99e-03 | 3.89e-02 | 2.48e-02 | 28 |
hsa012001 | Colorectum | AD | Carbon metabolism | 55/2092 | 115/8465 | 5.53e-08 | 8.42e-07 | 5.37e-07 | 55 |
hsa000101 | Colorectum | AD | Glycolysis / Gluconeogenesis | 34/2092 | 67/8465 | 3.63e-06 | 4.34e-05 | 2.77e-05 | 34 |
hsa052301 | Colorectum | AD | Central carbon metabolism in cancer | 33/2092 | 70/8465 | 3.61e-05 | 3.19e-04 | 2.03e-04 | 33 |
hsa049221 | Colorectum | AD | Glucagon signaling pathway | 41/2092 | 107/8465 | 1.18e-03 | 7.75e-03 | 4.94e-03 | 41 |
hsa012301 | Colorectum | AD | Biosynthesis of amino acids | 28/2092 | 75/8465 | 9.99e-03 | 3.89e-02 | 2.48e-02 | 28 |
hsa049222 | Colorectum | SER | Glucagon signaling pathway | 38/1580 | 107/8465 | 2.57e-05 | 3.28e-04 | 2.38e-04 | 38 |
hsa012002 | Colorectum | SER | Carbon metabolism | 40/1580 | 115/8465 | 2.77e-05 | 3.41e-04 | 2.47e-04 | 40 |