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 |
Liver | | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Lung | | AAH: Atypical adenomatous hyperplasia |
AIS: Adenocarcinoma in situ |
IAC: Invasive lung adenocarcinoma |
MIA: Minimally invasive adenocarcinoma |
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:00362939 | Breast | Precancer | response to decreased oxygen levels | 53/1080 | 322/18723 | 4.09e-12 | 6.84e-10 | 53 |
GO:00016669 | Breast | Precancer | response to hypoxia | 51/1080 | 307/18723 | 7.33e-12 | 1.11e-09 | 51 |
GO:00704829 | Breast | Precancer | response to oxygen levels | 55/1080 | 347/18723 | 7.47e-12 | 1.11e-09 | 55 |
GO:00508219 | Breast | Precancer | protein stabilization | 29/1080 | 191/18723 | 1.67e-06 | 6.08e-05 | 29 |
GO:00316479 | Breast | Precancer | regulation of protein stability | 38/1080 | 298/18723 | 3.73e-06 | 1.19e-04 | 38 |
GO:00434624 | Breast | Precancer | regulation of ATPase activity | 10/1080 | 46/18723 | 2.38e-04 | 3.57e-03 | 10 |
GO:00860643 | Breast | Precancer | cell communication by electrical coupling involved in cardiac conduction | 7/1080 | 25/18723 | 4.00e-04 | 5.42e-03 | 7 |
GO:0030007 | Breast | Precancer | cellular potassium ion homeostasis | 5/1080 | 14/18723 | 8.17e-04 | 9.55e-03 | 5 |
GO:00324116 | Breast | Precancer | positive regulation of transporter activity | 16/1080 | 120/18723 | 1.46e-03 | 1.51e-02 | 16 |
GO:00106443 | Breast | Precancer | cell communication by electrical coupling | 7/1080 | 32/18723 | 1.97e-03 | 1.89e-02 | 7 |
GO:00347673 | Breast | Precancer | positive regulation of ion transmembrane transport | 19/1080 | 167/18723 | 3.60e-03 | 2.98e-02 | 19 |
GO:00327813 | Breast | Precancer | positive regulation of ATPase activity | 6/1080 | 27/18723 | 3.78e-03 | 3.04e-02 | 6 |
GO:00324143 | Breast | Precancer | positive regulation of ion transmembrane transporter activity | 14/1080 | 109/18723 | 3.97e-03 | 3.15e-02 | 14 |
GO:00109596 | Breast | Precancer | regulation of metal ion transport | 37/1080 | 406/18723 | 4.07e-03 | 3.22e-02 | 37 |
GO:00860654 | Breast | Precancer | cell communication involved in cardiac conduction | 9/1080 | 58/18723 | 5.67e-03 | 4.08e-02 | 9 |
GO:00228985 | Breast | Precancer | regulation of transmembrane transporter activity | 27/1080 | 278/18723 | 5.72e-03 | 4.11e-02 | 27 |
GO:0072503 | Breast | Precancer | cellular divalent inorganic cation homeostasis | 42/1080 | 486/18723 | 5.91e-03 | 4.21e-02 | 42 |
GO:00300046 | Breast | Precancer | cellular monovalent inorganic cation homeostasis | 13/1080 | 103/18723 | 6.26e-03 | 4.40e-02 | 13 |
GO:1901021 | Breast | Precancer | positive regulation of calcium ion transmembrane transporter activity | 7/1080 | 39/18723 | 6.32e-03 | 4.43e-02 | 7 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0426016 | Breast | Precancer | Cardiac muscle contraction | 22/684 | 87/8465 | 9.72e-07 | 1.62e-05 | 1.24e-05 | 22 |
hsa0496110 | Breast | Precancer | Endocrine and other factor-regulated calcium reabsorption | 11/684 | 53/8465 | 2.92e-03 | 1.81e-02 | 1.39e-02 | 11 |
hsa0497114 | Breast | Precancer | Gastric acid secretion | 13/684 | 76/8465 | 7.35e-03 | 4.07e-02 | 3.12e-02 | 13 |
hsa0426017 | Breast | Precancer | Cardiac muscle contraction | 22/684 | 87/8465 | 9.72e-07 | 1.62e-05 | 1.24e-05 | 22 |
hsa0496111 | Breast | Precancer | Endocrine and other factor-regulated calcium reabsorption | 11/684 | 53/8465 | 2.92e-03 | 1.81e-02 | 1.39e-02 | 11 |
hsa0497115 | Breast | Precancer | Gastric acid secretion | 13/684 | 76/8465 | 7.35e-03 | 4.07e-02 | 3.12e-02 | 13 |
hsa0491916 | Breast | IDC | Thyroid hormone signaling pathway | 23/867 | 121/8465 | 2.45e-03 | 1.69e-02 | 1.27e-02 | 23 |
hsa0497122 | Breast | IDC | Gastric acid secretion | 16/867 | 76/8465 | 3.80e-03 | 2.33e-02 | 1.74e-02 | 16 |
hsa0496121 | Breast | IDC | Endocrine and other factor-regulated calcium reabsorption | 12/867 | 53/8465 | 6.29e-03 | 3.30e-02 | 2.47e-02 | 12 |
hsa0497812 | Breast | IDC | Mineral absorption | 13/867 | 60/8465 | 6.73e-03 | 3.42e-02 | 2.56e-02 | 13 |
hsa0491917 | Breast | IDC | Thyroid hormone signaling pathway | 23/867 | 121/8465 | 2.45e-03 | 1.69e-02 | 1.27e-02 | 23 |
hsa0497132 | Breast | IDC | Gastric acid secretion | 16/867 | 76/8465 | 3.80e-03 | 2.33e-02 | 1.74e-02 | 16 |
hsa0496131 | Breast | IDC | Endocrine and other factor-regulated calcium reabsorption | 12/867 | 53/8465 | 6.29e-03 | 3.30e-02 | 2.47e-02 | 12 |
hsa0497813 | Breast | IDC | Mineral absorption | 13/867 | 60/8465 | 6.73e-03 | 3.42e-02 | 2.56e-02 | 13 |
hsa0426042 | Breast | DCIS | Cardiac muscle contraction | 22/846 | 87/8465 | 3.08e-05 | 3.43e-04 | 2.53e-04 | 22 |
hsa0491922 | Breast | DCIS | Thyroid hormone signaling pathway | 23/846 | 121/8465 | 1.78e-03 | 1.22e-02 | 9.00e-03 | 23 |
hsa0497142 | Breast | DCIS | Gastric acid secretion | 16/846 | 76/8465 | 2.97e-03 | 1.81e-02 | 1.33e-02 | 16 |
hsa0496141 | Breast | DCIS | Endocrine and other factor-regulated calcium reabsorption | 12/846 | 53/8465 | 5.17e-03 | 2.69e-02 | 1.98e-02 | 12 |
hsa0497821 | Breast | DCIS | Mineral absorption | 13/846 | 60/8465 | 5.48e-03 | 2.81e-02 | 2.07e-02 | 13 |
hsa0426052 | Breast | DCIS | Cardiac muscle contraction | 22/846 | 87/8465 | 3.08e-05 | 3.43e-04 | 2.53e-04 | 22 |