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:003238622 | Oral cavity | EOLP | regulation of intracellular transport | 91/2218 | 337/18723 | 1.51e-14 | 6.47e-12 | 91 |
GO:004819322 | Oral cavity | EOLP | Golgi vesicle transport | 72/2218 | 296/18723 | 1.43e-09 | 9.55e-08 | 72 |
GO:000689222 | Oral cavity | EOLP | post-Golgi vesicle-mediated transport | 35/2218 | 104/18723 | 4.30e-09 | 2.43e-07 | 35 |
GO:001050622 | Oral cavity | EOLP | regulation of autophagy | 74/2218 | 317/18723 | 5.84e-09 | 3.07e-07 | 74 |
GO:003133025 | Oral cavity | EOLP | negative regulation of cellular catabolic process | 64/2218 | 262/18723 | 9.72e-09 | 4.77e-07 | 64 |
GO:000989525 | Oral cavity | EOLP | negative regulation of catabolic process | 73/2218 | 320/18723 | 2.07e-08 | 8.84e-07 | 73 |
GO:001623622 | Oral cavity | EOLP | macroautophagy | 65/2218 | 291/18723 | 2.74e-07 | 8.26e-06 | 65 |
GO:001624121 | Oral cavity | EOLP | regulation of macroautophagy | 38/2218 | 141/18723 | 7.18e-07 | 1.83e-05 | 38 |
GO:000166624 | Oral cavity | EOLP | response to hypoxia | 65/2218 | 307/18723 | 2.00e-06 | 4.55e-05 | 65 |
GO:007048224 | Oral cavity | EOLP | response to oxygen levels | 70/2218 | 347/18723 | 5.00e-06 | 1.02e-04 | 70 |
GO:003629324 | Oral cavity | EOLP | response to decreased oxygen levels | 66/2218 | 322/18723 | 5.31e-06 | 1.07e-04 | 66 |
GO:190211521 | Oral cavity | EOLP | regulation of organelle assembly | 43/2218 | 186/18723 | 1.11e-05 | 1.94e-04 | 43 |
GO:00022534 | Oral cavity | EOLP | activation of immune response | 72/2218 | 375/18723 | 2.18e-05 | 3.35e-04 | 72 |
GO:001063923 | Oral cavity | EOLP | negative regulation of organelle organization | 67/2218 | 348/18723 | 3.78e-05 | 5.21e-04 | 67 |
GO:000688822 | Oral cavity | EOLP | endoplasmic reticulum to Golgi vesicle-mediated transport | 29/2218 | 130/18723 | 5.29e-04 | 4.56e-03 | 29 |
GO:000703321 | Oral cavity | EOLP | vacuole organization | 37/2218 | 180/18723 | 5.45e-04 | 4.67e-03 | 37 |
GO:000963625 | Oral cavity | EOLP | response to toxic substance | 48/2218 | 262/18723 | 1.37e-03 | 9.49e-03 | 48 |
GO:001050721 | Oral cavity | EOLP | negative regulation of autophagy | 19/2218 | 85/18723 | 4.41e-03 | 2.40e-02 | 19 |
GO:00440882 | Oral cavity | EOLP | regulation of vacuole organization | 12/2218 | 45/18723 | 5.03e-03 | 2.65e-02 | 12 |
GO:000004521 | Oral cavity | EOLP | autophagosome assembly | 21/2218 | 99/18723 | 5.46e-03 | 2.83e-02 | 21 |
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 |