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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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/NDUFAB1_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:00460349 | Breast | Precancer | ATP metabolic process | 82/1080 | 277/18723 | 1.94e-36 | 5.19e-33 | 82 |
GO:00061199 | Breast | Precancer | oxidative phosphorylation | 53/1080 | 141/18723 | 1.15e-29 | 2.04e-26 | 53 |
GO:00090608 | Breast | Precancer | aerobic respiration | 58/1080 | 189/18723 | 5.69e-27 | 7.62e-24 | 58 |
GO:00060918 | Breast | Precancer | generation of precursor metabolites and energy | 94/1080 | 490/18723 | 1.54e-25 | 1.64e-22 | 94 |
GO:00453338 | Breast | Precancer | cellular respiration | 59/1080 | 230/18723 | 5.97e-23 | 5.32e-20 | 59 |
GO:00159808 | Breast | Precancer | energy derivation by oxidation of organic compounds | 70/1080 | 318/18723 | 8.33e-23 | 6.37e-20 | 70 |
GO:00196468 | Breast | Precancer | aerobic electron transport chain | 34/1080 | 87/18723 | 3.95e-20 | 2.64e-17 | 34 |
GO:00427738 | Breast | Precancer | ATP synthesis coupled electron transport | 35/1080 | 95/18723 | 1.08e-19 | 5.76e-17 | 35 |
GO:00427758 | Breast | Precancer | mitochondrial ATP synthesis coupled electron transport | 35/1080 | 95/18723 | 1.08e-19 | 5.76e-17 | 35 |
GO:00229048 | Breast | Precancer | respiratory electron transport chain | 35/1080 | 114/18723 | 8.51e-17 | 3.26e-14 | 35 |
GO:00229008 | Breast | Precancer | electron transport chain | 42/1080 | 175/18723 | 1.37e-15 | 4.59e-13 | 42 |
GO:00061208 | Breast | Precancer | mitochondrial electron transport, NADH to ubiquinone | 19/1080 | 51/18723 | 2.05e-11 | 2.49e-09 | 19 |
GO:00102578 | Breast | Precancer | NADH dehydrogenase complex assembly | 19/1080 | 57/18723 | 1.93e-10 | 1.92e-08 | 19 |
GO:00329818 | Breast | Precancer | mitochondrial respiratory chain complex I assembly | 19/1080 | 57/18723 | 1.93e-10 | 1.92e-08 | 19 |
GO:00331088 | Breast | Precancer | mitochondrial respiratory chain complex assembly | 24/1080 | 93/18723 | 3.39e-10 | 3.16e-08 | 24 |
GO:00463946 | Breast | Precancer | carboxylic acid biosynthetic process | 32/1080 | 314/18723 | 1.30e-03 | 1.38e-02 | 32 |
GO:00723304 | Breast | Precancer | monocarboxylic acid biosynthetic process | 24/1080 | 214/18723 | 1.41e-03 | 1.48e-02 | 24 |
GO:00160536 | Breast | Precancer | organic acid biosynthetic process | 32/1080 | 316/18723 | 1.44e-03 | 1.50e-02 | 32 |
GO:00066335 | Breast | Precancer | fatty acid biosynthetic process | 19/1080 | 163/18723 | 2.74e-03 | 2.42e-02 | 19 |
GO:00516047 | Breast | Precancer | protein maturation | 28/1080 | 294/18723 | 6.45e-03 | 4.50e-02 | 28 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0501471 | Stomach | CAG | Amyotrophic lateral sclerosis | 46/368 | 364/8465 | 3.68e-11 | 1.06e-09 | 8.52e-10 | 46 |
hsa0501671 | Stomach | CAG | Huntington disease | 41/368 | 306/8465 | 7.51e-11 | 1.97e-09 | 1.58e-09 | 41 |
hsa0502271 | Stomach | CAG | Pathways of neurodegeneration - multiple diseases | 46/368 | 476/8465 | 2.08e-07 | 3.75e-06 | 3.01e-06 | 46 |
hsa0471471 | Stomach | CAG | Thermogenesis | 29/368 | 232/8465 | 2.41e-07 | 4.10e-06 | 3.28e-06 | 29 |
hsa0501071 | Stomach | CAG | Alzheimer disease | 38/368 | 384/8465 | 1.45e-06 | 2.10e-05 | 1.68e-05 | 38 |
hsa0472371 | Stomach | CAG | Retrograde endocannabinoid signaling | 16/368 | 148/8465 | 6.75e-04 | 5.74e-03 | 4.60e-03 | 16 |
hsa05208101 | Stomach | SIM | Chemical carcinogenesis - reactive oxygen species | 48/465 | 223/8465 | 8.30e-17 | 8.41e-15 | 6.75e-15 | 48 |
hsa0501210 | Stomach | SIM | Parkinson disease | 52/465 | 266/8465 | 3.04e-16 | 2.31e-14 | 1.86e-14 | 52 |
hsa0493210 | Stomach | SIM | Non-alcoholic fatty liver disease | 38/465 | 155/8465 | 1.79e-15 | 1.09e-13 | 8.74e-14 | 38 |
hsa0502010 | Stomach | SIM | Prion disease | 50/465 | 273/8465 | 1.83e-14 | 9.28e-13 | 7.45e-13 | 50 |
hsa0019010 | Stomach | SIM | Oxidative phosphorylation | 32/465 | 134/8465 | 7.12e-13 | 3.09e-11 | 2.49e-11 | 32 |
hsa0501610 | Stomach | SIM | Huntington disease | 50/465 | 306/8465 | 1.79e-12 | 6.79e-11 | 5.45e-11 | 50 |
hsa0541510 | Stomach | SIM | Diabetic cardiomyopathy | 38/465 | 203/8465 | 1.53e-11 | 4.64e-10 | 3.72e-10 | 38 |
hsa0501410 | Stomach | SIM | Amyotrophic lateral sclerosis | 53/465 | 364/8465 | 3.68e-11 | 1.02e-09 | 8.16e-10 | 53 |
hsa0471410 | Stomach | SIM | Thermogenesis | 36/465 | 232/8465 | 1.13e-08 | 2.85e-07 | 2.29e-07 | 36 |
hsa0502210 | Stomach | SIM | Pathways of neurodegeneration - multiple diseases | 55/465 | 476/8465 | 8.30e-08 | 1.66e-06 | 1.34e-06 | 55 |
hsa0501010 | Stomach | SIM | Alzheimer disease | 47/465 | 384/8465 | 1.42e-07 | 2.40e-06 | 1.93e-06 | 47 |
hsa0472310 | Stomach | SIM | Retrograde endocannabinoid signaling | 19/465 | 148/8465 | 4.53e-04 | 4.05e-03 | 3.25e-03 | 19 |
hsa05208111 | Stomach | SIM | Chemical carcinogenesis - reactive oxygen species | 48/465 | 223/8465 | 8.30e-17 | 8.41e-15 | 6.75e-15 | 48 |
hsa0501211 | Stomach | SIM | Parkinson disease | 52/465 | 266/8465 | 3.04e-16 | 2.31e-14 | 1.86e-14 | 52 |