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/ATP5MG_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/ATP5MG_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/ATP5MG_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/ATP5MG_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/ATP5MG_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/ATP5MG_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/ATP5MG_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/ATP5MG_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Lung | ![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/Lung/ATP5MG_pca_on_diff_genes.png) | AAH: Atypical adenomatous hyperplasia |
AIS: Adenocarcinoma in situ |
IAC: Invasive lung adenocarcinoma |
MIA: Minimally invasive adenocarcinoma |
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/ATP5MG_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/ATP5MG_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/ATP5MG_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:199054221 | Stomach | CSG | mitochondrial transmembrane transport | 20/1034 | 102/18723 | 6.40e-07 | 3.53e-05 | 20 |
GO:000925921 | Stomach | CSG | ribonucleotide metabolic process | 46/1034 | 385/18723 | 6.97e-07 | 3.75e-05 | 46 |
GO:000926021 | Stomach | CSG | ribonucleotide biosynthetic process | 28/1034 | 182/18723 | 8.22e-07 | 4.26e-05 | 28 |
GO:007252121 | Stomach | CSG | purine-containing compound metabolic process | 48/1034 | 416/18723 | 1.11e-06 | 5.64e-05 | 48 |
GO:001969321 | Stomach | CSG | ribose phosphate metabolic process | 46/1034 | 396/18723 | 1.54e-06 | 7.39e-05 | 46 |
GO:004639021 | Stomach | CSG | ribose phosphate biosynthetic process | 28/1034 | 190/18723 | 1.98e-06 | 9.02e-05 | 28 |
GO:000616421 | Stomach | CSG | purine nucleotide biosynthetic process | 28/1034 | 191/18723 | 2.20e-06 | 9.85e-05 | 28 |
GO:000911721 | Stomach | CSG | nucleotide metabolic process | 52/1034 | 489/18723 | 4.59e-06 | 1.84e-04 | 52 |
GO:007252221 | Stomach | CSG | purine-containing compound biosynthetic process | 28/1034 | 200/18723 | 5.46e-06 | 2.08e-04 | 28 |
GO:000675321 | Stomach | CSG | nucleoside phosphate metabolic process | 52/1034 | 497/18723 | 7.29e-06 | 2.62e-04 | 52 |
GO:000916521 | Stomach | CSG | nucleotide biosynthetic process | 31/1034 | 254/18723 | 2.93e-05 | 8.26e-04 | 31 |
GO:190129321 | Stomach | CSG | nucleoside phosphate biosynthetic process | 31/1034 | 256/18723 | 3.42e-05 | 9.31e-04 | 31 |
GO:0009060112 | Thyroid | PTC | aerobic respiration | 126/5968 | 189/18723 | 7.07e-23 | 1.78e-20 | 126 |
GO:0046034113 | Thyroid | PTC | ATP metabolic process | 167/5968 | 277/18723 | 1.18e-22 | 2.66e-20 | 167 |
GO:0006091112 | Thyroid | PTC | generation of precursor metabolites and energy | 252/5968 | 490/18723 | 8.24e-20 | 1.13e-17 | 252 |
GO:0045333112 | Thyroid | PTC | cellular respiration | 140/5968 | 230/18723 | 9.60e-20 | 1.26e-17 | 140 |
GO:000683928 | Thyroid | PTC | mitochondrial transport | 150/5968 | 254/18723 | 2.76e-19 | 3.34e-17 | 150 |
GO:0006119113 | Thyroid | PTC | oxidative phosphorylation | 96/5968 | 141/18723 | 1.00e-18 | 1.15e-16 | 96 |
GO:0015980111 | Thyroid | PTC | energy derivation by oxidation of organic compounds | 176/5968 | 318/18723 | 2.67e-18 | 2.90e-16 | 176 |
GO:000914426 | Thyroid | PTC | purine nucleoside triphosphate metabolic process | 53/5968 | 88/18723 | 3.91e-08 | 8.51e-07 | 53 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0019016 | Breast | Precancer | Oxidative phosphorylation | 59/684 | 134/8465 | 6.15e-30 | 3.24e-28 | 2.48e-28 | 59 |
hsa0471418 | Breast | Precancer | Thermogenesis | 68/684 | 232/8465 | 4.40e-22 | 1.26e-20 | 9.69e-21 | 68 |
hsa0019017 | Breast | Precancer | Oxidative phosphorylation | 59/684 | 134/8465 | 6.15e-30 | 3.24e-28 | 2.48e-28 | 59 |
hsa0471419 | Breast | Precancer | Thermogenesis | 68/684 | 232/8465 | 4.40e-22 | 1.26e-20 | 9.69e-21 | 68 |
hsa0019023 | Breast | IDC | Oxidative phosphorylation | 62/867 | 134/8465 | 4.78e-27 | 2.59e-25 | 1.94e-25 | 62 |
hsa0471424 | Breast | IDC | Thermogenesis | 75/867 | 232/8465 | 8.41e-21 | 3.04e-19 | 2.27e-19 | 75 |
hsa0019033 | Breast | IDC | Oxidative phosphorylation | 62/867 | 134/8465 | 4.78e-27 | 2.59e-25 | 1.94e-25 | 62 |
hsa0471434 | Breast | IDC | Thermogenesis | 75/867 | 232/8465 | 8.41e-21 | 3.04e-19 | 2.27e-19 | 75 |
hsa0019043 | Breast | DCIS | Oxidative phosphorylation | 61/846 | 134/8465 | 9.84e-27 | 5.30e-25 | 3.90e-25 | 61 |
hsa0471443 | Breast | DCIS | Thermogenesis | 74/846 | 232/8465 | 8.72e-21 | 3.13e-19 | 2.30e-19 | 74 |
hsa0019053 | Breast | DCIS | Oxidative phosphorylation | 61/846 | 134/8465 | 9.84e-27 | 5.30e-25 | 3.90e-25 | 61 |
hsa0471453 | Breast | DCIS | Thermogenesis | 74/846 | 232/8465 | 8.72e-21 | 3.13e-19 | 2.30e-19 | 74 |
hsa0019018 | Cervix | CC | Oxidative phosphorylation | 64/1267 | 134/8465 | 1.25e-19 | 8.07e-18 | 4.77e-18 | 64 |
hsa0471420 | Cervix | CC | Thermogenesis | 76/1267 | 232/8465 | 4.29e-12 | 1.16e-10 | 6.85e-11 | 76 |
hsa0019019 | Cervix | CC | Oxidative phosphorylation | 64/1267 | 134/8465 | 1.25e-19 | 8.07e-18 | 4.77e-18 | 64 |
hsa04714110 | Cervix | CC | Thermogenesis | 76/1267 | 232/8465 | 4.29e-12 | 1.16e-10 | 6.85e-11 | 76 |
hsa0019024 | Cervix | HSIL_HPV | Oxidative phosphorylation | 25/459 | 134/8465 | 4.23e-08 | 1.55e-06 | 1.25e-06 | 25 |
hsa0471425 | Cervix | HSIL_HPV | Thermogenesis | 25/459 | 232/8465 | 7.63e-04 | 5.88e-03 | 4.76e-03 | 25 |
hsa0019034 | Cervix | HSIL_HPV | Oxidative phosphorylation | 25/459 | 134/8465 | 4.23e-08 | 1.55e-06 | 1.25e-06 | 25 |
hsa0471435 | Cervix | HSIL_HPV | Thermogenesis | 25/459 | 232/8465 | 7.63e-04 | 5.88e-03 | 4.76e-03 | 25 |