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/GNG12_pca_on_diff_genes.png) | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
Colorectum (GSE201348) | ![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/Colorectum/Becker/GNG12_pca_on_diff_genes.png) | FAP: Familial adenomatous polyposis |
CRC: Colorectal cancer |
Colorectum (HTA11) | ![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/Colorectum/Chen/GNG12_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
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/GNG12_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/GNG12_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/GNG12_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/GNG12_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/GNG12_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/GNG12_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:00022379 | Cervix | CC | response to molecule of bacterial origin | 78/2311 | 363/18723 | 5.55e-07 | 2.06e-05 | 78 |
GO:00324969 | Cervix | CC | response to lipopolysaccharide | 74/2311 | 343/18723 | 9.15e-07 | 3.25e-05 | 74 |
GO:00219873 | Cervix | CC | cerebral cortex development | 25/2311 | 114/18723 | 2.81e-03 | 1.88e-02 | 25 |
GO:00309003 | Cervix | CC | forebrain development | 64/2311 | 379/18723 | 5.53e-03 | 3.19e-02 | 64 |
GO:00215433 | Cervix | CC | pallium development | 32/2311 | 169/18723 | 8.73e-03 | 4.48e-02 | 32 |
GO:0021987 | Colorectum | FAP | cerebral cortex development | 28/2622 | 114/18723 | 1.80e-03 | 1.55e-02 | 28 |
GO:0021543 | Colorectum | FAP | pallium development | 36/2622 | 169/18723 | 6.06e-03 | 3.81e-02 | 36 |
GO:0030900 | Colorectum | FAP | forebrain development | 70/2622 | 379/18723 | 8.64e-03 | 4.98e-02 | 70 |
GO:00309001 | Colorectum | CRC | forebrain development | 66/2078 | 379/18723 | 1.36e-04 | 2.57e-03 | 66 |
GO:00219871 | Colorectum | CRC | cerebral cortex development | 24/2078 | 114/18723 | 1.45e-03 | 1.57e-02 | 24 |
GO:00215431 | Colorectum | CRC | pallium development | 32/2078 | 169/18723 | 1.74e-03 | 1.79e-02 | 32 |
GO:0021537 | Colorectum | CRC | telencephalon development | 43/2078 | 248/18723 | 2.01e-03 | 2.01e-02 | 43 |
GO:003249619 | Esophagus | ESCC | response to lipopolysaccharide | 191/8552 | 343/18723 | 1.11e-04 | 7.73e-04 | 191 |
GO:000223719 | Esophagus | ESCC | response to molecule of bacterial origin | 194/8552 | 363/18723 | 1.64e-03 | 7.61e-03 | 194 |
GO:00215436 | Esophagus | ESCC | pallium development | 94/8552 | 169/18723 | 5.79e-03 | 2.14e-02 | 94 |
GO:00324966 | Liver | Cirrhotic | response to lipopolysaccharide | 111/4634 | 343/18723 | 8.15e-04 | 5.95e-03 | 111 |
GO:00022376 | Liver | Cirrhotic | response to molecule of bacterial origin | 113/4634 | 363/18723 | 3.23e-03 | 1.81e-02 | 113 |
GO:003249611 | Liver | HCC | response to lipopolysaccharide | 174/7958 | 343/18723 | 1.19e-03 | 6.62e-03 | 174 |
GO:000223711 | Liver | HCC | response to molecule of bacterial origin | 181/7958 | 363/18723 | 2.58e-03 | 1.24e-02 | 181 |
GO:003249617 | Oral cavity | OSCC | response to lipopolysaccharide | 178/7305 | 343/18723 | 7.27e-07 | 1.03e-05 | 178 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0481028 | Esophagus | ESCC | Regulation of actin cytoskeleton | 133/4205 | 229/8465 | 5.94e-03 | 1.48e-02 | 7.56e-03 | 133 |
hsa041517 | Esophagus | ESCC | PI3K-Akt signaling pathway | 197/4205 | 354/8465 | 1.24e-02 | 2.83e-02 | 1.45e-02 | 197 |
hsa0517038 | Esophagus | ESCC | Human immunodeficiency virus 1 infection | 147/4205 | 212/8465 | 3.37e-09 | 3.53e-08 | 1.81e-08 | 147 |
hsa0516738 | Esophagus | ESCC | Kaposi sarcoma-associated herpesvirus infection | 136/4205 | 194/8465 | 4.28e-09 | 4.22e-08 | 2.16e-08 | 136 |
hsa0516338 | Esophagus | ESCC | Human cytomegalovirus infection | 148/4205 | 225/8465 | 5.73e-07 | 4.00e-06 | 2.05e-06 | 148 |
hsa0492616 | Esophagus | ESCC | Relaxin signaling pathway | 81/4205 | 129/8465 | 1.72e-03 | 5.09e-03 | 2.61e-03 | 81 |
hsa04810112 | Esophagus | ESCC | Regulation of actin cytoskeleton | 133/4205 | 229/8465 | 5.94e-03 | 1.48e-02 | 7.56e-03 | 133 |
hsa0415114 | Esophagus | ESCC | PI3K-Akt signaling pathway | 197/4205 | 354/8465 | 1.24e-02 | 2.83e-02 | 1.45e-02 | 197 |
hsa0481021 | Liver | Cirrhotic | Regulation of actin cytoskeleton | 100/2530 | 229/8465 | 5.28e-06 | 5.50e-05 | 3.39e-05 | 100 |
hsa0516312 | Liver | Cirrhotic | Human cytomegalovirus infection | 87/2530 | 225/8465 | 2.67e-03 | 1.10e-02 | 6.76e-03 | 87 |
hsa0516714 | Liver | Cirrhotic | Kaposi sarcoma-associated herpesvirus infection | 73/2530 | 194/8465 | 1.17e-02 | 3.81e-02 | 2.35e-02 | 73 |
hsa0472314 | Liver | Cirrhotic | Retrograde endocannabinoid signaling | 57/2530 | 148/8465 | 1.45e-02 | 4.39e-02 | 2.71e-02 | 57 |
hsa0481031 | Liver | Cirrhotic | Regulation of actin cytoskeleton | 100/2530 | 229/8465 | 5.28e-06 | 5.50e-05 | 3.39e-05 | 100 |
hsa0516313 | Liver | Cirrhotic | Human cytomegalovirus infection | 87/2530 | 225/8465 | 2.67e-03 | 1.10e-02 | 6.76e-03 | 87 |
hsa0516715 | Liver | Cirrhotic | Kaposi sarcoma-associated herpesvirus infection | 73/2530 | 194/8465 | 1.17e-02 | 3.81e-02 | 2.35e-02 | 73 |
hsa0472315 | Liver | Cirrhotic | Retrograde endocannabinoid signaling | 57/2530 | 148/8465 | 1.45e-02 | 4.39e-02 | 2.71e-02 | 57 |
hsa0481041 | Liver | HCC | Regulation of actin cytoskeleton | 134/4020 | 229/8465 | 4.48e-04 | 1.94e-03 | 1.08e-03 | 134 |
hsa051709 | Liver | HCC | Human immunodeficiency virus 1 infection | 125/4020 | 212/8465 | 4.51e-04 | 1.94e-03 | 1.08e-03 | 125 |
hsa0516322 | Liver | HCC | Human cytomegalovirus infection | 131/4020 | 225/8465 | 6.86e-04 | 2.77e-03 | 1.54e-03 | 131 |
hsa0516721 | Liver | HCC | Kaposi sarcoma-associated herpesvirus infection | 111/4020 | 194/8465 | 3.78e-03 | 1.16e-02 | 6.45e-03 | 111 |