Tissue | Expression Dynamics | Abbreviation |
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/NDUFS5_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/NDUFS5_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/NDUFS5_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/NDUFS5_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/NDUFS5_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/NDUFS5_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/NDUFS5_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/NDUFS5_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/NDUFS5_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/NDUFS5_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/NDUFS5_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:004603410 | Cervix | CC | ATP metabolic process | 90/2311 | 277/18723 | 7.90e-19 | 2.36e-15 | 90 |
GO:000611910 | Cervix | CC | oxidative phosphorylation | 55/2311 | 141/18723 | 7.12e-16 | 1.42e-12 | 55 |
GO:00090609 | Cervix | CC | aerobic respiration | 60/2311 | 189/18723 | 1.59e-12 | 6.36e-10 | 60 |
GO:00427739 | Cervix | CC | ATP synthesis coupled electron transport | 38/2311 | 95/18723 | 8.45e-12 | 2.66e-09 | 38 |
GO:00427759 | Cervix | CC | mitochondrial ATP synthesis coupled electron transport | 38/2311 | 95/18723 | 8.45e-12 | 2.66e-09 | 38 |
GO:00196469 | Cervix | CC | aerobic electron transport chain | 36/2311 | 87/18723 | 9.15e-12 | 2.74e-09 | 36 |
GO:00229049 | Cervix | CC | respiratory electron transport chain | 42/2311 | 114/18723 | 1.67e-11 | 4.77e-09 | 42 |
GO:00453339 | Cervix | CC | cellular respiration | 66/2311 | 230/18723 | 2.07e-11 | 5.39e-09 | 66 |
GO:00229009 | Cervix | CC | electron transport chain | 53/2311 | 175/18723 | 2.23e-10 | 3.43e-08 | 53 |
GO:00060919 | Cervix | CC | generation of precursor metabolites and energy | 105/2311 | 490/18723 | 7.40e-09 | 6.61e-07 | 105 |
GO:00159809 | Cervix | CC | energy derivation by oxidation of organic compounds | 74/2311 | 318/18723 | 3.83e-08 | 2.53e-06 | 74 |
GO:00061209 | Cervix | CC | mitochondrial electron transport, NADH to ubiquinone | 22/2311 | 51/18723 | 4.01e-08 | 2.54e-06 | 22 |
GO:00102579 | Cervix | CC | NADH dehydrogenase complex assembly | 22/2311 | 57/18723 | 4.28e-07 | 1.67e-05 | 22 |
GO:00329819 | Cervix | CC | mitochondrial respiratory chain complex I assembly | 22/2311 | 57/18723 | 4.28e-07 | 1.67e-05 | 22 |
GO:00331089 | Cervix | CC | mitochondrial respiratory chain complex assembly | 26/2311 | 93/18723 | 3.97e-05 | 6.18e-04 | 26 |
GO:004603415 | Cervix | HSIL_HPV | ATP metabolic process | 36/737 | 277/18723 | 3.06e-10 | 7.02e-08 | 36 |
GO:000611914 | Cervix | HSIL_HPV | oxidative phosphorylation | 23/737 | 141/18723 | 6.76e-09 | 8.80e-07 | 23 |
GO:001964614 | Cervix | HSIL_HPV | aerobic electron transport chain | 15/737 | 87/18723 | 1.38e-06 | 6.26e-05 | 15 |
GO:000906014 | Cervix | HSIL_HPV | aerobic respiration | 23/737 | 189/18723 | 1.59e-06 | 6.90e-05 | 23 |
GO:004277314 | Cervix | HSIL_HPV | ATP synthesis coupled electron transport | 15/737 | 95/18723 | 4.31e-06 | 1.70e-04 | 15 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0501428 | Oral cavity | OSCC | Amyotrophic lateral sclerosis | 246/3704 | 364/8465 | 6.65e-21 | 1.11e-18 | 5.67e-19 | 246 |
hsa0493228 | Oral cavity | OSCC | Non-alcoholic fatty liver disease | 124/3704 | 155/8465 | 1.22e-20 | 1.37e-18 | 6.96e-19 | 124 |
hsa0501230 | Oral cavity | OSCC | Parkinson disease | 188/3704 | 266/8465 | 1.82e-19 | 1.52e-17 | 7.75e-18 | 188 |
hsa0501628 | Oral cavity | OSCC | Huntington disease | 204/3704 | 306/8465 | 1.70e-16 | 7.13e-15 | 3.63e-15 | 204 |
hsa0501028 | Oral cavity | OSCC | Alzheimer disease | 244/3704 | 384/8465 | 1.18e-15 | 3.60e-14 | 1.83e-14 | 244 |
hsa0502228 | Oral cavity | OSCC | Pathways of neurodegeneration - multiple diseases | 292/3704 | 476/8465 | 1.60e-15 | 4.47e-14 | 2.28e-14 | 292 |
hsa0502028 | Oral cavity | OSCC | Prion disease | 181/3704 | 273/8465 | 2.05e-14 | 5.30e-13 | 2.70e-13 | 181 |
hsa0520830 | Oral cavity | OSCC | Chemical carcinogenesis - reactive oxygen species | 150/3704 | 223/8465 | 6.45e-13 | 1.20e-11 | 6.11e-12 | 150 |
hsa0541529 | Oral cavity | OSCC | Diabetic cardiomyopathy | 131/3704 | 203/8465 | 1.33e-09 | 1.49e-08 | 7.57e-09 | 131 |
hsa0019028 | Oral cavity | OSCC | Oxidative phosphorylation | 88/3704 | 134/8465 | 2.15e-07 | 1.44e-06 | 7.32e-07 | 88 |
hsa0471430 | Oral cavity | OSCC | Thermogenesis | 138/3704 | 232/8465 | 7.67e-07 | 4.35e-06 | 2.22e-06 | 138 |
hsa05014112 | Oral cavity | OSCC | Amyotrophic lateral sclerosis | 246/3704 | 364/8465 | 6.65e-21 | 1.11e-18 | 5.67e-19 | 246 |
hsa04932112 | Oral cavity | OSCC | Non-alcoholic fatty liver disease | 124/3704 | 155/8465 | 1.22e-20 | 1.37e-18 | 6.96e-19 | 124 |
hsa05012113 | Oral cavity | OSCC | Parkinson disease | 188/3704 | 266/8465 | 1.82e-19 | 1.52e-17 | 7.75e-18 | 188 |
hsa05016112 | Oral cavity | OSCC | Huntington disease | 204/3704 | 306/8465 | 1.70e-16 | 7.13e-15 | 3.63e-15 | 204 |
hsa05010112 | Oral cavity | OSCC | Alzheimer disease | 244/3704 | 384/8465 | 1.18e-15 | 3.60e-14 | 1.83e-14 | 244 |
hsa05022112 | Oral cavity | OSCC | Pathways of neurodegeneration - multiple diseases | 292/3704 | 476/8465 | 1.60e-15 | 4.47e-14 | 2.28e-14 | 292 |
hsa05020112 | Oral cavity | OSCC | Prion disease | 181/3704 | 273/8465 | 2.05e-14 | 5.30e-13 | 2.70e-13 | 181 |
hsa05208114 | Oral cavity | OSCC | Chemical carcinogenesis - reactive oxygen species | 150/3704 | 223/8465 | 6.45e-13 | 1.20e-11 | 6.11e-12 | 150 |
hsa05415113 | Oral cavity | OSCC | Diabetic cardiomyopathy | 131/3704 | 203/8465 | 1.33e-09 | 1.49e-08 | 7.57e-09 | 131 |