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:190199821 | Oral cavity | NEOLP | toxin transport | 10/2005 | 40/18723 | 8.10e-03 | 3.99e-02 | 10 |
GO:000225313 | Oral cavity | NEOLP | activation of immune response | 55/2005 | 375/18723 | 9.87e-03 | 4.62e-02 | 55 |
GO:00072195 | Prostate | BPH | Notch signaling pathway | 41/3107 | 172/18723 | 8.95e-03 | 3.83e-02 | 41 |
GO:000721912 | Prostate | Tumor | Notch signaling pathway | 44/3246 | 172/18723 | 4.02e-03 | 2.04e-02 | 44 |
GO:003133027 | Skin | AK | negative regulation of cellular catabolic process | 61/1910 | 262/18723 | 4.95e-10 | 5.42e-08 | 61 |
GO:000989526 | Skin | AK | negative regulation of catabolic process | 68/1910 | 320/18723 | 3.17e-09 | 2.65e-07 | 68 |
GO:003238619 | Skin | AK | regulation of intracellular transport | 65/1910 | 337/18723 | 3.23e-07 | 1.27e-05 | 65 |
GO:001063924 | Skin | AK | negative regulation of organelle organization | 64/1910 | 348/18723 | 2.19e-06 | 6.25e-05 | 64 |
GO:00072198 | Skin | AK | Notch signaling pathway | 34/1910 | 172/18723 | 1.20e-04 | 1.50e-03 | 34 |
GO:19021157 | Skin | AK | regulation of organelle assembly | 36/1910 | 186/18723 | 1.21e-04 | 1.50e-03 | 36 |
GO:001050618 | Skin | AK | regulation of autophagy | 51/1910 | 317/18723 | 6.97e-04 | 5.96e-03 | 51 |
GO:003629325 | Skin | AK | response to decreased oxygen levels | 51/1910 | 322/18723 | 9.99e-04 | 7.88e-03 | 51 |
GO:000166625 | Skin | AK | response to hypoxia | 49/1910 | 307/18723 | 1.05e-03 | 8.20e-03 | 49 |
GO:004819319 | Skin | AK | Golgi vesicle transport | 47/1910 | 296/18723 | 1.46e-03 | 1.06e-02 | 47 |
GO:007048225 | Skin | AK | response to oxygen levels | 53/1910 | 347/18723 | 1.84e-03 | 1.27e-02 | 53 |
GO:000963626 | Skin | AK | response to toxic substance | 42/1910 | 262/18723 | 2.11e-03 | 1.40e-02 | 42 |
GO:000689216 | Skin | AK | post-Golgi vesicle-mediated transport | 20/1910 | 104/18723 | 3.91e-03 | 2.30e-02 | 20 |
GO:00022535 | Skin | AK | activation of immune response | 54/1910 | 375/18723 | 5.90e-03 | 3.20e-02 | 54 |
GO:001623618 | Skin | AK | macroautophagy | 43/1910 | 291/18723 | 8.39e-03 | 4.16e-02 | 43 |
GO:000225314 | Skin | SCCIS | activation of immune response | 33/919 | 375/18723 | 8.93e-04 | 1.15e-02 | 33 |
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 |