| 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 |
| 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:19026008 | Breast | Precancer | proton transmembrane transport | 39/1080 | 157/18723 | 4.18e-15 | 1.18e-12 | 39 |
| GO:00300046 | Breast | Precancer | cellular monovalent inorganic cation homeostasis | 13/1080 | 103/18723 | 6.26e-03 | 4.40e-02 | 13 |
| GO:190260012 | Breast | IDC | proton transmembrane transport | 40/1434 | 157/18723 | 7.34e-12 | 1.34e-09 | 40 |
| GO:190260022 | Breast | DCIS | proton transmembrane transport | 40/1390 | 157/18723 | 2.77e-12 | 5.80e-10 | 40 |
| GO:19026009 | Cervix | CC | proton transmembrane transport | 39/2311 | 157/18723 | 1.23e-05 | 2.57e-04 | 39 |
| GO:00162367 | Cervix | CC | macroautophagy | 58/2311 | 291/18723 | 1.40e-04 | 1.70e-03 | 58 |
| GO:00105067 | Cervix | CC | regulation of autophagy | 61/2311 | 317/18723 | 2.61e-04 | 2.87e-03 | 61 |
| GO:190260023 | Cervix | N_HPV | proton transmembrane transport | 16/534 | 157/18723 | 1.11e-05 | 3.76e-04 | 16 |
| GO:1902600 | Colorectum | AD | proton transmembrane transport | 66/3918 | 157/18723 | 1.59e-09 | 1.17e-07 | 66 |
| GO:0010506 | Colorectum | AD | regulation of autophagy | 111/3918 | 317/18723 | 3.57e-09 | 2.35e-07 | 111 |
| GO:0016236 | Colorectum | AD | macroautophagy | 103/3918 | 291/18723 | 6.76e-09 | 4.15e-07 | 103 |
| GO:0016241 | Colorectum | AD | regulation of macroautophagy | 50/3918 | 141/18723 | 4.55e-05 | 7.92e-04 | 50 |
| GO:0030004 | Colorectum | AD | cellular monovalent inorganic cation homeostasis | 36/3918 | 103/18723 | 6.80e-04 | 6.95e-03 | 36 |
| GO:0030641 | Colorectum | AD | regulation of cellular pH | 29/3918 | 81/18723 | 1.42e-03 | 1.22e-02 | 29 |
| GO:0051453 | Colorectum | AD | regulation of intracellular pH | 26/3918 | 75/18723 | 4.04e-03 | 2.82e-02 | 26 |
| GO:0006885 | Colorectum | AD | regulation of pH | 30/3918 | 91/18723 | 4.95e-03 | 3.32e-02 | 30 |
| GO:0055067 | Colorectum | AD | monovalent inorganic cation homeostasis | 45/3918 | 151/18723 | 6.19e-03 | 3.88e-02 | 45 |
| GO:19026001 | Colorectum | SER | proton transmembrane transport | 60/2897 | 157/18723 | 3.12e-12 | 7.08e-10 | 60 |
| GO:00162361 | Colorectum | SER | macroautophagy | 79/2897 | 291/18723 | 1.97e-07 | 1.10e-05 | 79 |
| GO:00300041 | Colorectum | SER | cellular monovalent inorganic cation homeostasis | 31/2897 | 103/18723 | 1.31e-04 | 2.66e-03 | 31 |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| hsa0019016 | Breast | Precancer | Oxidative phosphorylation | 59/684 | 134/8465 | 6.15e-30 | 3.24e-28 | 2.48e-28 | 59 |
| hsa0511014 | Breast | Precancer | Vibrio cholerae infection | 14/684 | 50/8465 | 2.67e-05 | 2.64e-04 | 2.02e-04 | 14 |
| hsa0414518 | Breast | Precancer | Phagosome | 27/684 | 152/8465 | 7.37e-05 | 6.85e-04 | 5.25e-04 | 27 |
| hsa0532312 | Breast | Precancer | Rheumatoid arthritis | 19/684 | 93/8465 | 1.30e-04 | 1.14e-03 | 8.73e-04 | 19 |
| hsa051206 | Breast | Precancer | Epithelial cell signaling in Helicobacter pylori infection | 14/684 | 70/8465 | 1.21e-03 | 7.99e-03 | 6.12e-03 | 14 |
| hsa0019017 | Breast | Precancer | Oxidative phosphorylation | 59/684 | 134/8465 | 6.15e-30 | 3.24e-28 | 2.48e-28 | 59 |
| hsa0511015 | Breast | Precancer | Vibrio cholerae infection | 14/684 | 50/8465 | 2.67e-05 | 2.64e-04 | 2.02e-04 | 14 |
| hsa0414519 | Breast | Precancer | Phagosome | 27/684 | 152/8465 | 7.37e-05 | 6.85e-04 | 5.25e-04 | 27 |
| hsa0532313 | Breast | Precancer | Rheumatoid arthritis | 19/684 | 93/8465 | 1.30e-04 | 1.14e-03 | 8.73e-04 | 19 |
| hsa0512013 | Breast | Precancer | Epithelial cell signaling in Helicobacter pylori infection | 14/684 | 70/8465 | 1.21e-03 | 7.99e-03 | 6.12e-03 | 14 |
| hsa0019023 | Breast | IDC | Oxidative phosphorylation | 62/867 | 134/8465 | 4.78e-27 | 2.59e-25 | 1.94e-25 | 62 |
| hsa0511022 | Breast | IDC | Vibrio cholerae infection | 17/867 | 50/8465 | 4.82e-06 | 6.82e-05 | 5.10e-05 | 17 |
| hsa0414522 | Breast | IDC | Phagosome | 34/867 | 152/8465 | 8.00e-06 | 9.99e-05 | 7.48e-05 | 34 |
| hsa0532321 | Breast | IDC | Rheumatoid arthritis | 21/867 | 93/8465 | 3.69e-04 | 3.15e-03 | 2.36e-03 | 21 |
| hsa0512022 | Breast | IDC | Epithelial cell signaling in Helicobacter pylori infection | 16/867 | 70/8465 | 1.56e-03 | 1.13e-02 | 8.42e-03 | 16 |
| hsa0019033 | Breast | IDC | Oxidative phosphorylation | 62/867 | 134/8465 | 4.78e-27 | 2.59e-25 | 1.94e-25 | 62 |
| hsa0511032 | Breast | IDC | Vibrio cholerae infection | 17/867 | 50/8465 | 4.82e-06 | 6.82e-05 | 5.10e-05 | 17 |
| hsa0414532 | Breast | IDC | Phagosome | 34/867 | 152/8465 | 8.00e-06 | 9.99e-05 | 7.48e-05 | 34 |
| hsa0532331 | Breast | IDC | Rheumatoid arthritis | 21/867 | 93/8465 | 3.69e-04 | 3.15e-03 | 2.36e-03 | 21 |
| hsa0512032 | Breast | IDC | Epithelial cell signaling in Helicobacter pylori infection | 16/867 | 70/8465 | 1.56e-03 | 1.13e-02 | 8.42e-03 | 16 |