Tissue | Expression Dynamics | Abbreviation |
Breast | | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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 |
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:000697930 | Thyroid | HT | response to oxidative stress | 81/1272 | 446/18723 | 2.53e-16 | 1.17e-13 | 81 |
GO:000641730 | Thyroid | HT | regulation of translation | 78/1272 | 468/18723 | 1.12e-13 | 2.83e-11 | 78 |
GO:000698627 | Thyroid | HT | response to unfolded protein | 34/1272 | 137/18723 | 2.36e-11 | 3.75e-09 | 34 |
GO:009719330 | Thyroid | HT | intrinsic apoptotic signaling pathway | 52/1272 | 288/18723 | 7.65e-11 | 1.06e-08 | 52 |
GO:000641327 | Thyroid | HT | translational initiation | 30/1272 | 118/18723 | 1.84e-10 | 2.44e-08 | 30 |
GO:000644620 | Thyroid | HT | regulation of translational initiation | 24/1272 | 79/18723 | 2.29e-10 | 2.96e-08 | 24 |
GO:003596627 | Thyroid | HT | response to topologically incorrect protein | 35/1272 | 159/18723 | 4.27e-10 | 4.95e-08 | 35 |
GO:006219730 | Thyroid | HT | cellular response to chemical stress | 54/1272 | 337/18723 | 3.07e-09 | 2.89e-07 | 54 |
GO:004361828 | Thyroid | HT | regulation of transcription from RNA polymerase II promoter in response to stress | 16/1272 | 47/18723 | 3.77e-08 | 2.65e-06 | 16 |
GO:004362029 | Thyroid | HT | regulation of DNA-templated transcription in response to stress | 17/1272 | 53/18723 | 3.90e-08 | 2.65e-06 | 17 |
GO:003459929 | Thyroid | HT | cellular response to oxidative stress | 46/1272 | 288/18723 | 4.97e-08 | 3.15e-06 | 46 |
GO:003462026 | Thyroid | HT | cellular response to unfolded protein | 23/1272 | 96/18723 | 7.95e-08 | 4.81e-06 | 23 |
GO:003497627 | Thyroid | HT | response to endoplasmic reticulum stress | 41/1272 | 256/18723 | 2.43e-07 | 1.20e-05 | 41 |
GO:000181919 | Thyroid | HT | positive regulation of cytokine production | 61/1272 | 467/18723 | 6.46e-07 | 2.68e-05 | 61 |
GO:000206427 | Thyroid | HT | epithelial cell development | 35/1272 | 220/18723 | 2.12e-06 | 7.61e-05 | 35 |
GO:003596727 | Thyroid | HT | cellular response to topologically incorrect protein | 23/1272 | 116/18723 | 2.83e-06 | 9.85e-05 | 23 |
GO:000762324 | Thyroid | HT | circadian rhythm | 33/1272 | 210/18723 | 5.38e-06 | 1.66e-04 | 33 |
GO:190040724 | Thyroid | HT | regulation of cellular response to oxidative stress | 19/1272 | 89/18723 | 6.62e-06 | 1.95e-04 | 19 |
GO:19015226 | Thyroid | HT | positive regulation of transcription from RNA polymerase II promoter involved in cellular response to chemical stimulus | 9/1272 | 22/18723 | 6.63e-06 | 1.95e-04 | 9 |
GO:190121628 | Thyroid | HT | positive regulation of neuron death | 20/1272 | 97/18723 | 6.68e-06 | 1.96e-04 | 20 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0501224 | Breast | IDC | Parkinson disease | 107/867 | 266/8465 | 2.57e-39 | 8.36e-37 | 6.26e-37 | 107 |
hsa0502023 | Breast | IDC | Prion disease | 102/867 | 273/8465 | 3.70e-34 | 4.01e-32 | 3.00e-32 | 102 |
hsa0501023 | Breast | IDC | Alzheimer disease | 107/867 | 384/8465 | 1.70e-23 | 7.88e-22 | 5.90e-22 | 107 |
hsa0501423 | Breast | IDC | Amyotrophic lateral sclerosis | 102/867 | 364/8465 | 1.29e-22 | 5.22e-21 | 3.91e-21 | 102 |
hsa0502223 | Breast | IDC | Pathways of neurodegeneration - multiple diseases | 116/867 | 476/8465 | 3.63e-20 | 1.18e-18 | 8.82e-19 | 116 |
hsa0493223 | Breast | IDC | Non-alcoholic fatty liver disease | 50/867 | 155/8465 | 3.48e-14 | 8.08e-13 | 6.05e-13 | 50 |
hsa0491523 | Breast | IDC | Estrogen signaling pathway | 35/867 | 138/8465 | 2.55e-07 | 5.18e-06 | 3.88e-06 | 35 |
hsa0421022 | Breast | IDC | Apoptosis | 31/867 | 136/8465 | 1.34e-05 | 1.61e-04 | 1.20e-04 | 31 |
hsa0414124 | Breast | IDC | Protein processing in endoplasmic reticulum | 36/867 | 174/8465 | 2.73e-05 | 2.86e-04 | 2.14e-04 | 36 |
hsa050312 | Breast | IDC | Amphetamine addiction | 18/867 | 69/8465 | 1.42e-04 | 1.36e-03 | 1.01e-03 | 18 |
hsa0516624 | Breast | IDC | Human T-cell leukemia virus 1 infection | 40/867 | 222/8465 | 2.52e-04 | 2.21e-03 | 1.66e-03 | 40 |
hsa0516324 | Breast | IDC | Human cytomegalovirus infection | 39/867 | 225/8465 | 6.66e-04 | 5.41e-03 | 4.05e-03 | 39 |
hsa0413723 | Breast | IDC | Mitophagy - animal | 17/867 | 72/8465 | 7.61e-04 | 6.04e-03 | 4.52e-03 | 17 |
hsa0520322 | Breast | IDC | Viral carcinogenesis | 34/867 | 204/8465 | 2.82e-03 | 1.86e-02 | 1.39e-02 | 34 |
hsa0541724 | Breast | IDC | Lipid and atherosclerosis | 35/867 | 215/8465 | 3.67e-03 | 2.29e-02 | 1.71e-02 | 35 |
hsa0501234 | Breast | IDC | Parkinson disease | 107/867 | 266/8465 | 2.57e-39 | 8.36e-37 | 6.26e-37 | 107 |
hsa0502033 | Breast | IDC | Prion disease | 102/867 | 273/8465 | 3.70e-34 | 4.01e-32 | 3.00e-32 | 102 |
hsa0501033 | Breast | IDC | Alzheimer disease | 107/867 | 384/8465 | 1.70e-23 | 7.88e-22 | 5.90e-22 | 107 |
hsa0501433 | Breast | IDC | Amyotrophic lateral sclerosis | 102/867 | 364/8465 | 1.29e-22 | 5.22e-21 | 3.91e-21 | 102 |
hsa0502233 | Breast | IDC | Pathways of neurodegeneration - multiple diseases | 116/867 | 476/8465 | 3.63e-20 | 1.18e-18 | 8.82e-19 | 116 |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
ATF4 | PLA | Colorectum | AD | RNF157,HERPUD1,EIF1, etc. | 5.18e-01 | |
ATF4 | PLA | Colorectum | ADJ | RNF157,HERPUD1,EIF1, etc. | 2.95e-01 | |
ATF4 | PLA | Colorectum | CRC | RNF157,HERPUD1,EIF1, etc. | 2.78e-01 | |
ATF4 | PLA | Colorectum | FAP | RNF157,HERPUD1,EIF1, etc. | 2.93e-01 | |
ATF4 | PLA | Colorectum | Healthy | RNF157,HERPUD1,EIF1, etc. | 3.81e-01 | |
ATF4 | PLA | Colorectum | MSI-H | RNF157,HERPUD1,EIF1, etc. | 3.02e-01 | |
ATF4 | PLA | Colorectum | MSS | RNF157,HERPUD1,EIF1, etc. | 2.09e-01 | |
ATF4 | PLA | Colorectum | SER | RNF157,HERPUD1,EIF1, etc. | 5.22e-01 | |
ATF4 | CD8TEFF | Endometrium | EEC | HPRT1,EIF1,ENPP4, etc. | 1.50e-01 | |
ATF4 | PLA | Liver | Healthy | CD9,EIF1,CD36, etc. | 5.61e-01 | |