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/CFD_pca_on_diff_genes.png) | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
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/CFD_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
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/CFD_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/CFD_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/CFD_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/CFD_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/CFD_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:003133010 | Cervix | CC | negative regulation of cellular catabolic process | 63/2311 | 262/18723 | 1.10e-07 | 5.68e-06 | 63 |
GO:000989510 | Cervix | CC | negative regulation of catabolic process | 69/2311 | 320/18723 | 2.15e-06 | 6.55e-05 | 69 |
GO:00323868 | Cervix | CC | regulation of intracellular transport | 71/2311 | 337/18723 | 3.70e-06 | 9.74e-05 | 71 |
GO:00068927 | Cervix | CC | post-Golgi vesicle-mediated transport | 28/2311 | 104/18723 | 4.31e-05 | 6.61e-04 | 28 |
GO:00106399 | Cervix | CC | negative regulation of organelle organization | 68/2311 | 348/18723 | 7.40e-05 | 1.03e-03 | 68 |
GO:00022533 | Cervix | CC | activation of immune response | 72/2311 | 375/18723 | 8.26e-05 | 1.11e-03 | 72 |
GO:000166610 | Cervix | CC | response to hypoxia | 61/2311 | 307/18723 | 1.04e-04 | 1.34e-03 | 61 |
GO:00072194 | Cervix | CC | Notch signaling pathway | 39/2311 | 172/18723 | 1.08e-04 | 1.38e-03 | 39 |
GO:007048210 | Cervix | CC | response to oxygen levels | 67/2311 | 347/18723 | 1.21e-04 | 1.51e-03 | 67 |
GO:00162367 | Cervix | CC | macroautophagy | 58/2311 | 291/18723 | 1.40e-04 | 1.70e-03 | 58 |
GO:00481938 | Cervix | CC | Golgi vesicle transport | 58/2311 | 296/18723 | 2.24e-04 | 2.54e-03 | 58 |
GO:003629310 | Cervix | CC | response to decreased oxygen levels | 62/2311 | 322/18723 | 2.29e-04 | 2.57e-03 | 62 |
GO:00105067 | Cervix | CC | regulation of autophagy | 61/2311 | 317/18723 | 2.61e-04 | 2.87e-03 | 61 |
GO:19021153 | Cervix | CC | regulation of organelle assembly | 40/2311 | 186/18723 | 2.92e-04 | 3.15e-03 | 40 |
GO:00096369 | Cervix | CC | response to toxic substance | 52/2311 | 262/18723 | 3.34e-04 | 3.52e-03 | 52 |
GO:00068907 | Cervix | CC | retrograde vesicle-mediated transport, Golgi to endoplasmic reticulum | 15/2311 | 52/18723 | 1.15e-03 | 9.39e-03 | 15 |
GO:00069597 | Cervix | CC | humoral immune response | 54/2311 | 317/18723 | 8.57e-03 | 4.42e-02 | 54 |
GO:00000452 | Cervix | CC | autophagosome assembly | 21/2311 | 99/18723 | 8.67e-03 | 4.46e-02 | 21 |
GO:00068873 | Cervix | CC | exocytosis | 59/2311 | 352/18723 | 8.74e-03 | 4.48e-02 | 59 |
GO:000695912 | Cervix | HSIL_HPV | humoral immune response | 39/737 | 317/18723 | 2.88e-10 | 7.02e-08 | 39 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0517120 | Cervix | CC | Coronavirus disease - COVID-19 | 111/1267 | 232/8465 | 1.82e-33 | 5.90e-31 | 3.49e-31 | 111 |
hsa05171110 | Cervix | CC | Coronavirus disease - COVID-19 | 111/1267 | 232/8465 | 1.82e-33 | 5.90e-31 | 3.49e-31 | 111 |
hsa0517125 | Cervix | HSIL_HPV | Coronavirus disease - COVID-19 | 91/459 | 232/8465 | 2.14e-56 | 3.13e-54 | 2.53e-54 | 91 |
hsa051504 | Cervix | HSIL_HPV | Staphylococcus aureus infection | 21/459 | 96/8465 | 2.93e-08 | 1.43e-06 | 1.16e-06 | 21 |
hsa0517135 | Cervix | HSIL_HPV | Coronavirus disease - COVID-19 | 91/459 | 232/8465 | 2.14e-56 | 3.13e-54 | 2.53e-54 | 91 |
hsa0515011 | Cervix | HSIL_HPV | Staphylococcus aureus infection | 21/459 | 96/8465 | 2.93e-08 | 1.43e-06 | 1.16e-06 | 21 |
hsa0517145 | Cervix | N_HPV | Coronavirus disease - COVID-19 | 47/349 | 232/8465 | 1.79e-20 | 4.86e-18 | 3.80e-18 | 47 |
hsa051502 | Cervix | N_HPV | Staphylococcus aureus infection | 15/349 | 96/8465 | 7.81e-06 | 1.01e-04 | 7.90e-05 | 15 |
hsa0517155 | Cervix | N_HPV | Coronavirus disease - COVID-19 | 47/349 | 232/8465 | 1.79e-20 | 4.86e-18 | 3.80e-18 | 47 |
hsa051503 | Cervix | N_HPV | Staphylococcus aureus infection | 15/349 | 96/8465 | 7.81e-06 | 1.01e-04 | 7.90e-05 | 15 |
hsa05171211 | Esophagus | ESCC | Coronavirus disease - COVID-19 | 156/4205 | 232/8465 | 3.18e-08 | 2.68e-07 | 1.37e-07 | 156 |
hsa05171310 | Esophagus | ESCC | Coronavirus disease - COVID-19 | 156/4205 | 232/8465 | 3.18e-08 | 2.68e-07 | 1.37e-07 | 156 |
hsa0517122 | Liver | Cirrhotic | Coronavirus disease - COVID-19 | 136/2530 | 232/8465 | 3.28e-20 | 1.82e-18 | 1.12e-18 | 136 |
hsa046102 | Liver | Cirrhotic | Complement and coagulation cascades | 48/2530 | 86/8465 | 4.41e-07 | 5.44e-06 | 3.35e-06 | 48 |
hsa0517132 | Liver | Cirrhotic | Coronavirus disease - COVID-19 | 136/2530 | 232/8465 | 3.28e-20 | 1.82e-18 | 1.12e-18 | 136 |
hsa046103 | Liver | Cirrhotic | Complement and coagulation cascades | 48/2530 | 86/8465 | 4.41e-07 | 5.44e-06 | 3.35e-06 | 48 |
hsa0517142 | Liver | HCC | Coronavirus disease - COVID-19 | 167/4020 | 232/8465 | 1.50e-14 | 4.19e-13 | 2.33e-13 | 167 |
hsa046104 | Liver | HCC | Complement and coagulation cascades | 57/4020 | 86/8465 | 3.19e-04 | 1.45e-03 | 8.04e-04 | 57 |
hsa0517152 | Liver | HCC | Coronavirus disease - COVID-19 | 167/4020 | 232/8465 | 1.50e-14 | 4.19e-13 | 2.33e-13 | 167 |
hsa046105 | Liver | HCC | Complement and coagulation cascades | 57/4020 | 86/8465 | 3.19e-04 | 1.45e-03 | 8.04e-04 | 57 |