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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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/ATP5MF_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:0009199111 | Thyroid | goiters | ribonucleoside triphosphate metabolic process | 18/497 | 89/18723 | 1.68e-11 | 2.67e-09 | 18 |
GO:0009142111 | Thyroid | goiters | nucleoside triphosphate biosynthetic process | 17/497 | 85/18723 | 7.43e-11 | 1.14e-08 | 17 |
GO:0009141113 | Thyroid | goiters | nucleoside triphosphate metabolic process | 18/497 | 112/18723 | 8.94e-10 | 1.12e-07 | 18 |
GO:1990542111 | Thyroid | goiters | mitochondrial transmembrane transport | 17/497 | 102/18723 | 1.47e-09 | 1.79e-07 | 17 |
GO:0006839112 | Thyroid | goiters | mitochondrial transport | 22/497 | 254/18723 | 1.26e-06 | 7.05e-05 | 22 |
GO:0009152112 | Thyroid | goiters | purine ribonucleotide biosynthetic process | 17/497 | 169/18723 | 2.74e-06 | 1.33e-04 | 17 |
GO:0046390112 | Thyroid | goiters | ribose phosphate biosynthetic process | 18/497 | 190/18723 | 3.31e-06 | 1.58e-04 | 18 |
GO:0072522110 | Thyroid | goiters | purine-containing compound biosynthetic process | 18/497 | 200/18723 | 6.82e-06 | 3.03e-04 | 18 |
GO:0009260112 | Thyroid | goiters | ribonucleotide biosynthetic process | 17/497 | 182/18723 | 7.48e-06 | 3.22e-04 | 17 |
GO:0006164110 | Thyroid | goiters | purine nucleotide biosynthetic process | 17/497 | 191/18723 | 1.42e-05 | 5.69e-04 | 17 |
GO:0009150113 | Thyroid | goiters | purine ribonucleotide metabolic process | 22/497 | 368/18723 | 3.62e-04 | 9.15e-03 | 22 |
GO:0019693113 | Thyroid | goiters | ribose phosphate metabolic process | 23/497 | 396/18723 | 4.03e-04 | 9.95e-03 | 23 |
GO:000916517 | Thyroid | goiters | nucleotide biosynthetic process | 17/497 | 254/18723 | 4.71e-04 | 1.15e-02 | 17 |
GO:190129317 | Thyroid | goiters | nucleoside phosphate biosynthetic process | 17/497 | 256/18723 | 5.14e-04 | 1.24e-02 | 17 |
GO:0009259113 | Thyroid | goiters | ribonucleotide metabolic process | 22/497 | 385/18723 | 6.65e-04 | 1.55e-02 | 22 |
GO:0072521113 | Thyroid | goiters | purine-containing compound metabolic process | 23/497 | 416/18723 | 7.94e-04 | 1.74e-02 | 23 |
GO:0006163113 | Thyroid | goiters | purine nucleotide metabolic process | 22/497 | 396/18723 | 9.62e-04 | 2.01e-02 | 22 |
GO:000906033 | Thyroid | ATC | aerobic respiration | 126/6293 | 189/18723 | 1.21e-20 | 2.02e-18 | 126 |
GO:004603434 | Thyroid | ATC | ATP metabolic process | 167/6293 | 277/18723 | 5.60e-20 | 8.64e-18 | 167 |
GO:000609134 | Thyroid | ATC | generation of precursor metabolites and energy | 256/6293 | 490/18723 | 6.55e-18 | 7.69e-16 | 256 |
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 |
hsa00190 | Colorectum | AD | Oxidative phosphorylation | 86/2092 | 134/8465 | 2.47e-22 | 2.76e-20 | 1.76e-20 | 86 |
hsa04714 | Colorectum | AD | Thermogenesis | 120/2092 | 232/8465 | 2.76e-19 | 1.16e-17 | 7.37e-18 | 120 |
hsa001901 | Colorectum | AD | Oxidative phosphorylation | 86/2092 | 134/8465 | 2.47e-22 | 2.76e-20 | 1.76e-20 | 86 |
hsa047141 | Colorectum | AD | Thermogenesis | 120/2092 | 232/8465 | 2.76e-19 | 1.16e-17 | 7.37e-18 | 120 |