Tissue | Expression Dynamics | Abbreviation |
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/IRF3_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/IRF3_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/IRF3_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
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/IRF3_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/IRF3_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:004312220 | Esophagus | HGIN | regulation of I-kappaB kinase/NF-kappaB signaling | 63/2587 | 249/18723 | 8.91e-07 | 3.61e-05 | 63 |
GO:000724918 | Esophagus | HGIN | I-kappaB kinase/NF-kappaB signaling | 67/2587 | 281/18723 | 3.84e-06 | 1.29e-04 | 67 |
GO:004312317 | Esophagus | HGIN | positive regulation of I-kappaB kinase/NF-kappaB signaling | 49/2587 | 186/18723 | 4.22e-06 | 1.40e-04 | 49 |
GO:003052220 | Esophagus | HGIN | intracellular receptor signaling pathway | 62/2587 | 265/18723 | 1.63e-05 | 4.50e-04 | 62 |
GO:00027538 | Esophagus | HGIN | cytoplasmic pattern recognition receptor signaling pathway | 19/2587 | 60/18723 | 3.07e-04 | 5.15e-03 | 19 |
GO:00395284 | Esophagus | HGIN | cytoplasmic pattern recognition receptor signaling pathway in response to virus | 13/2587 | 34/18723 | 3.51e-04 | 5.65e-03 | 13 |
GO:00343406 | Esophagus | HGIN | response to type I interferon | 17/2587 | 58/18723 | 1.64e-03 | 1.82e-02 | 17 |
GO:00324817 | Esophagus | HGIN | positive regulation of type I interferon production | 16/2587 | 58/18723 | 4.35e-03 | 3.84e-02 | 16 |
GO:00985867 | Esophagus | HGIN | cellular response to virus | 21/2587 | 84/18723 | 4.35e-03 | 3.84e-02 | 21 |
GO:000961517 | Esophagus | HGIN | response to virus | 69/2587 | 367/18723 | 4.39e-03 | 3.86e-02 | 69 |
GO:00324794 | Esophagus | HGIN | regulation of type I interferon production | 23/2587 | 95/18723 | 4.51e-03 | 3.93e-02 | 23 |
GO:00326064 | Esophagus | HGIN | type I interferon production | 23/2587 | 95/18723 | 4.51e-03 | 3.93e-02 | 23 |
GO:000961518 | Esophagus | ESCC | response to virus | 238/8552 | 367/18723 | 6.65e-14 | 3.32e-12 | 238 |
GO:004312318 | Esophagus | ESCC | positive regulation of I-kappaB kinase/NF-kappaB signaling | 132/8552 | 186/18723 | 2.07e-12 | 8.58e-11 | 132 |
GO:0043122110 | Esophagus | ESCC | regulation of I-kappaB kinase/NF-kappaB signaling | 167/8552 | 249/18723 | 6.11e-12 | 2.32e-10 | 167 |
GO:000724919 | Esophagus | ESCC | I-kappaB kinase/NF-kappaB signaling | 183/8552 | 281/18723 | 3.02e-11 | 1.01e-09 | 183 |
GO:00516075 | Esophagus | ESCC | defense response to virus | 171/8552 | 265/18723 | 3.91e-10 | 1.05e-08 | 171 |
GO:01405465 | Esophagus | ESCC | defense response to symbiont | 171/8552 | 265/18723 | 3.91e-10 | 1.05e-08 | 171 |
GO:0030522110 | Esophagus | ESCC | intracellular receptor signaling pathway | 170/8552 | 265/18723 | 8.58e-10 | 2.09e-08 | 170 |
GO:003434013 | Esophagus | ESCC | response to type I interferon | 48/8552 | 58/18723 | 6.18e-09 | 1.26e-07 | 48 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0541730 | Oral cavity | OSCC | Lipid and atherosclerosis | 131/3704 | 215/8465 | 2.20e-07 | 1.45e-06 | 7.37e-07 | 131 |
hsa051618 | Oral cavity | OSCC | Hepatitis B | 103/3704 | 162/8465 | 2.34e-07 | 1.51e-06 | 7.69e-07 | 103 |
hsa051628 | Oral cavity | OSCC | Measles | 90/3704 | 139/8465 | 4.10e-07 | 2.50e-06 | 1.27e-06 | 90 |
hsa052038 | Oral cavity | OSCC | Viral carcinogenesis | 124/3704 | 204/8465 | 5.57e-07 | 3.28e-06 | 1.67e-06 | 124 |
hsa046218 | Oral cavity | OSCC | NOD-like receptor signaling pathway | 108/3704 | 186/8465 | 5.13e-05 | 2.07e-04 | 1.05e-04 | 108 |
hsa051338 | Oral cavity | OSCC | Pertussis | 50/3704 | 76/8465 | 8.34e-05 | 3.04e-04 | 1.55e-04 | 50 |
hsa049365 | Oral cavity | OSCC | Alcoholic liver disease | 78/3704 | 142/8465 | 4.53e-03 | 1.12e-02 | 5.68e-03 | 78 |
hsa04623 | Oral cavity | OSCC | Cytosolic DNA-sensing pathway | 44/3704 | 75/8465 | 6.44e-03 | 1.51e-02 | 7.68e-03 | 44 |
hsa04620 | Oral cavity | OSCC | Toll-like receptor signaling pathway | 58/3704 | 104/8465 | 8.77e-03 | 1.98e-02 | 1.01e-02 | 58 |
hsa04622 | Oral cavity | OSCC | RIG-I-like receptor signaling pathway | 41/3704 | 71/8465 | 1.20e-02 | 2.63e-02 | 1.34e-02 | 41 |
hsa05169113 | Oral cavity | OSCC | Epstein-Barr virus infection | 144/3704 | 202/8465 | 1.08e-15 | 3.60e-14 | 1.83e-14 | 144 |
hsa05171114 | Oral cavity | OSCC | Coronavirus disease - COVID-19 | 156/3704 | 232/8465 | 2.30e-13 | 5.14e-12 | 2.62e-12 | 156 |
hsa0516419 | Oral cavity | OSCC | Influenza A | 116/3704 | 171/8465 | 1.23e-10 | 1.78e-09 | 9.08e-10 | 116 |
hsa0516514 | Oral cavity | OSCC | Human papillomavirus infection | 200/3704 | 331/8465 | 3.83e-10 | 4.93e-09 | 2.51e-09 | 200 |
hsa05135110 | Oral cavity | OSCC | Yersinia infection | 94/3704 | 137/8465 | 2.85e-09 | 3.08e-08 | 1.57e-08 | 94 |
hsa05167113 | Oral cavity | OSCC | Kaposi sarcoma-associated herpesvirus infection | 125/3704 | 194/8465 | 3.67e-09 | 3.84e-08 | 1.96e-08 | 125 |
hsa05170111 | Oral cavity | OSCC | Human immunodeficiency virus 1 infection | 133/3704 | 212/8465 | 1.42e-08 | 1.40e-07 | 7.12e-08 | 133 |
hsa0516015 | Oral cavity | OSCC | Hepatitis C | 103/3704 | 157/8465 | 2.17e-08 | 1.96e-07 | 9.99e-08 | 103 |
hsa05163112 | Oral cavity | OSCC | Human cytomegalovirus infection | 139/3704 | 225/8465 | 2.77e-08 | 2.38e-07 | 1.21e-07 | 139 |
hsa05131113 | Oral cavity | OSCC | Shigellosis | 150/3704 | 247/8465 | 3.96e-08 | 3.12e-07 | 1.59e-07 | 150 |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
IRF3 | STM | Breast | IDC | TUBA3D,SCNN1A,VWA1, etc. | 2.23e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Breast/Str/TF_IDC/regulons_activity_in_dotplot.png) |
IRF3 | GDT | Endometrium | Healthy | NCOA5,DHX37,AC104365.1, etc. | 4.39e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Endometrium/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
IRF3 | CD8TCM | Lung | ADJ | GIMAP7,CATSPERB,AC093010.2, etc. | 2.72e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Lung/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
IRF3 | TH1 | Lung | ADJ | GIMAP7,CATSPERB,AC093010.2, etc. | 1.18e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Lung/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
IRF3 | TH1 | Lung | IAC | PTRH2,RAB37,LINC02273, etc. | 1.58e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Lung/Str/TF_IAC/regulons_activity_in_dotplot.png) |
IRF3 | PLA | Stomach | CAG | C10orf54,NIPSNAP1,FAM46C, etc. | 4.61e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Stomach/Str/TF_CAG/regulons_activity_in_dotplot.png) |
IRF3 | PLA | Stomach | SIM | C10orf54,NIPSNAP1,FAM46C, etc. | 5.40e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Stomach/Str/TF_SIM/regulons_activity_in_dotplot.png) |
IRF3 | PLA | Thyroid | Healthy | PIK3R3,MLF1,EPHA4, etc. | 6.58e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Thyroid/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
IRF3 | PLA | Thyroid | HT | PIK3R3,MLF1,EPHA4, etc. | 5.79e-01 | ![The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.](images/gene_regulatory/Thyroid/Str/TF_HT/regulons_activity_in_dotplot.png) |