Tissue | Expression Dynamics | Abbreviation |
Breast | | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
Cervix | | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
Colorectum (GSE201348) | | FAP: Familial adenomatous polyposis |
CRC: Colorectal cancer |
Colorectum (HTA11) | | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
Endometrium | | AEH: Atypical endometrial hyperplasia |
EEC: Endometrioid Cancer |
Esophagus | | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
GC | | 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 | | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Oral Cavity | | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
Prostate | | BPH: Benign Prostatic Hyperplasia |
Skin | | AK: Actinic keratosis |
cSCC: Cutaneous squamous cell carcinoma |
SCCIS:squamous cell carcinoma in situ |
Thyroid | | 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:004603414 | Breast | IDC | ATP metabolic process | 85/1434 | 277/18723 | 6.42e-30 | 1.82e-26 | 85 |
GO:000611913 | Breast | IDC | oxidative phosphorylation | 56/1434 | 141/18723 | 1.87e-26 | 3.53e-23 | 56 |
GO:000906013 | Breast | IDC | aerobic respiration | 61/1434 | 189/18723 | 4.42e-23 | 6.27e-20 | 61 |
GO:000609113 | Breast | IDC | generation of precursor metabolites and energy | 103/1434 | 490/18723 | 1.53e-21 | 1.74e-18 | 103 |
GO:004533313 | Breast | IDC | cellular respiration | 62/1434 | 230/18723 | 5.98e-19 | 4.25e-16 | 62 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa05415112 | Prostate | BPH | Diabetic cardiomyopathy | 102/1718 | 203/8465 | 6.06e-22 | 2.00e-20 | 1.24e-20 | 102 |
hsa05014111 | Prostate | BPH | Amyotrophic lateral sclerosis | 151/1718 | 364/8465 | 3.37e-21 | 1.01e-19 | 6.25e-20 | 151 |
hsa04714112 | Prostate | BPH | Thermogenesis | 110/1718 | 232/8465 | 5.16e-21 | 1.42e-19 | 8.78e-20 | 110 |
hsa04932111 | Prostate | BPH | Non-alcoholic fatty liver disease | 83/1718 | 155/8465 | 2.49e-20 | 6.32e-19 | 3.91e-19 | 83 |
hsa05022111 | Prostate | BPH | Pathways of neurodegeneration - multiple diseases | 180/1718 | 476/8465 | 7.70e-20 | 1.81e-18 | 1.12e-18 | 180 |
hsa04723111 | Prostate | BPH | Retrograde endocannabinoid signaling | 51/1718 | 148/8465 | 3.59e-05 | 2.57e-04 | 1.59e-04 | 51 |
hsa0501229 | Prostate | Tumor | Parkinson disease | 144/1791 | 266/8465 | 3.33e-33 | 1.10e-30 | 6.83e-31 | 144 |
hsa0502027 | Prostate | Tumor | Prion disease | 142/1791 | 273/8465 | 2.80e-30 | 3.09e-28 | 1.92e-28 | 142 |
hsa0501627 | Prostate | Tumor | Huntington disease | 150/1791 | 306/8465 | 2.72e-28 | 2.25e-26 | 1.40e-26 | 150 |
hsa0019027 | Prostate | Tumor | Oxidative phosphorylation | 83/1791 | 134/8465 | 7.47e-25 | 4.12e-23 | 2.55e-23 | 83 |
hsa0501027 | Prostate | Tumor | Alzheimer disease | 166/1791 | 384/8465 | 1.64e-23 | 6.79e-22 | 4.21e-22 | 166 |
hsa0520829 | Prostate | Tumor | Chemical carcinogenesis - reactive oxygen species | 113/1791 | 223/8465 | 5.17e-23 | 1.90e-21 | 1.18e-21 | 113 |
hsa0501427 | Prostate | Tumor | Amyotrophic lateral sclerosis | 155/1791 | 364/8465 | 3.41e-21 | 1.13e-19 | 6.99e-20 | 155 |
hsa0541528 | Prostate | Tumor | Diabetic cardiomyopathy | 103/1791 | 203/8465 | 4.04e-21 | 1.22e-19 | 7.54e-20 | 103 |
hsa0493227 | Prostate | Tumor | Non-alcoholic fatty liver disease | 85/1791 | 155/8465 | 1.86e-20 | 5.14e-19 | 3.19e-19 | 85 |
hsa0471429 | Prostate | Tumor | Thermogenesis | 110/1791 | 232/8465 | 1.56e-19 | 3.96e-18 | 2.46e-18 | 110 |
hsa0502227 | Prostate | Tumor | Pathways of neurodegeneration - multiple diseases | 182/1791 | 476/8465 | 1.34e-18 | 3.16e-17 | 1.96e-17 | 182 |
hsa0472326 | Prostate | Tumor | Retrograde endocannabinoid signaling | 51/1791 | 148/8465 | 1.12e-04 | 7.25e-04 | 4.49e-04 | 51 |
hsa0501237 | Prostate | Tumor | Parkinson disease | 144/1791 | 266/8465 | 3.33e-33 | 1.10e-30 | 6.83e-31 | 144 |
hsa0502036 | Prostate | Tumor | Prion disease | 142/1791 | 273/8465 | 2.80e-30 | 3.09e-28 | 1.92e-28 | 142 |