Tissue | Expression Dynamics | Abbreviation |
Breast | ![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/Breast/RPS15_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/RPS15_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/RPS15_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/RPS15_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
Endometrium | ![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/Endometrium/RPS15_pca_on_diff_genes.png) | AEH: Atypical endometrial hyperplasia |
EEC: Endometrioid 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/RPS15_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
GC | ![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/GC/RPS15_pca_on_diff_genes.png) | CAG: Chronic atrophic gastritis |
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia |
CSG: Chronic superficial gastritis |
GC: Gastric cancer |
SIM: Severe intestinal metaplasia |
WIM: Wild intestinal metaplasia |
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/RPS15_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Lung | ![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/Lung/RPS15_pca_on_diff_genes.png) | AAH: Atypical adenomatous hyperplasia |
AIS: Adenocarcinoma in situ |
IAC: Invasive lung adenocarcinoma |
MIA: Minimally invasive adenocarcinoma |
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/RPS15_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/RPS15_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/RPS15_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/RPS15_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:000188921 | Stomach | CSG | liver development | 19/1034 | 147/18723 | 4.78e-04 | 7.42e-03 | 19 |
GO:006100821 | Stomach | CSG | hepaticobiliary system development | 19/1034 | 150/18723 | 6.16e-04 | 8.96e-03 | 19 |
GO:00096152 | Stomach | CSG | response to virus | 36/1034 | 367/18723 | 6.16e-04 | 8.96e-03 | 36 |
GO:005116821 | Stomach | CSG | nuclear export | 19/1034 | 154/18723 | 8.52e-04 | 1.15e-02 | 19 |
GO:190179621 | Stomach | CSG | regulation of signal transduction by p53 class mediator | 13/1034 | 93/18723 | 1.76e-03 | 1.90e-02 | 13 |
GO:000691311 | Stomach | CSG | nucleocytoplasmic transport | 28/1034 | 301/18723 | 4.97e-03 | 4.10e-02 | 28 |
GO:005116911 | Stomach | CSG | nuclear transport | 28/1034 | 301/18723 | 4.97e-03 | 4.10e-02 | 28 |
GO:00000541 | Stomach | CSG | ribosomal subunit export from nucleus | 4/1034 | 14/18723 | 5.93e-03 | 4.66e-02 | 4 |
GO:00337501 | Stomach | CSG | ribosome localization | 4/1034 | 14/18723 | 5.93e-03 | 4.66e-02 | 4 |
GO:00160723 | Stomach | CSG | rRNA metabolic process | 23/1034 | 236/18723 | 5.96e-03 | 4.68e-02 | 23 |
GO:000218131 | Stomach | CAG | cytoplasmic translation | 60/552 | 148/18723 | 9.60e-53 | 4.29e-49 | 60 |
GO:004225531 | Stomach | CAG | ribosome assembly | 14/552 | 61/18723 | 2.00e-09 | 3.66e-07 | 14 |
GO:002261331 | Stomach | CAG | ribonucleoprotein complex biogenesis | 39/552 | 463/18723 | 4.33e-09 | 6.72e-07 | 39 |
GO:004225431 | Stomach | CAG | ribosome biogenesis | 29/552 | 299/18723 | 2.08e-08 | 2.58e-06 | 29 |
GO:004227431 | Stomach | CAG | ribosomal small subunit biogenesis | 14/552 | 73/18723 | 2.38e-08 | 2.87e-06 | 14 |
GO:000002831 | Stomach | CAG | ribosomal small subunit assembly | 8/552 | 19/18723 | 3.08e-08 | 3.52e-06 | 8 |
GO:002261831 | Stomach | CAG | ribonucleoprotein complex assembly | 24/552 | 220/18723 | 3.77e-08 | 4.21e-06 | 24 |
GO:007182631 | Stomach | CAG | ribonucleoprotein complex subunit organization | 24/552 | 227/18723 | 6.88e-08 | 7.14e-06 | 24 |
GO:190332131 | Stomach | CAG | negative regulation of protein modification by small protein conjugation or removal | 15/552 | 95/18723 | 1.15e-07 | 1.09e-05 | 15 |
GO:003139731 | Stomach | CAG | negative regulation of protein ubiquitination | 14/552 | 83/18723 | 1.30e-07 | 1.18e-05 | 14 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0301018 | Breast | Precancer | Ribosome | 80/684 | 167/8465 | 7.33e-44 | 2.32e-41 | 1.77e-41 | 80 |
hsa0517118 | Breast | Precancer | Coronavirus disease - COVID-19 | 81/684 | 232/8465 | 3.74e-32 | 2.36e-30 | 1.81e-30 | 81 |
hsa0301019 | Breast | Precancer | Ribosome | 80/684 | 167/8465 | 7.33e-44 | 2.32e-41 | 1.77e-41 | 80 |
hsa0517119 | Breast | Precancer | Coronavirus disease - COVID-19 | 81/684 | 232/8465 | 3.74e-32 | 2.36e-30 | 1.81e-30 | 81 |
hsa0301024 | Breast | IDC | Ribosome | 83/867 | 167/8465 | 6.07e-39 | 9.87e-37 | 7.38e-37 | 83 |
hsa0517124 | Breast | IDC | Coronavirus disease - COVID-19 | 86/867 | 232/8465 | 1.50e-28 | 9.72e-27 | 7.27e-27 | 86 |
hsa0301034 | Breast | IDC | Ribosome | 83/867 | 167/8465 | 6.07e-39 | 9.87e-37 | 7.38e-37 | 83 |
hsa0517134 | Breast | IDC | Coronavirus disease - COVID-19 | 86/867 | 232/8465 | 1.50e-28 | 9.72e-27 | 7.27e-27 | 86 |
hsa0301044 | Breast | DCIS | Ribosome | 82/846 | 167/8465 | 8.69e-39 | 1.40e-36 | 1.03e-36 | 82 |
hsa0517144 | Breast | DCIS | Coronavirus disease - COVID-19 | 86/846 | 232/8465 | 2.42e-29 | 1.56e-27 | 1.15e-27 | 86 |
hsa0301054 | Breast | DCIS | Ribosome | 82/846 | 167/8465 | 8.69e-39 | 1.40e-36 | 1.03e-36 | 82 |
hsa0517154 | Breast | DCIS | Coronavirus disease - COVID-19 | 86/846 | 232/8465 | 2.42e-29 | 1.56e-27 | 1.15e-27 | 86 |
hsa0517120 | Cervix | CC | Coronavirus disease - COVID-19 | 111/1267 | 232/8465 | 1.82e-33 | 5.90e-31 | 3.49e-31 | 111 |
hsa0301020 | Cervix | CC | Ribosome | 85/1267 | 167/8465 | 3.17e-28 | 5.14e-26 | 3.04e-26 | 85 |
hsa05171110 | Cervix | CC | Coronavirus disease - COVID-19 | 111/1267 | 232/8465 | 1.82e-33 | 5.90e-31 | 3.49e-31 | 111 |
hsa03010110 | Cervix | CC | Ribosome | 85/1267 | 167/8465 | 3.17e-28 | 5.14e-26 | 3.04e-26 | 85 |
hsa0301025 | Cervix | HSIL_HPV | Ribosome | 80/459 | 167/8465 | 9.61e-58 | 2.82e-55 | 2.28e-55 | 80 |
hsa0517125 | Cervix | HSIL_HPV | Coronavirus disease - COVID-19 | 91/459 | 232/8465 | 2.14e-56 | 3.13e-54 | 2.53e-54 | 91 |
hsa0301035 | Cervix | HSIL_HPV | Ribosome | 80/459 | 167/8465 | 9.61e-58 | 2.82e-55 | 2.28e-55 | 80 |
hsa0517135 | Cervix | HSIL_HPV | Coronavirus disease - COVID-19 | 91/459 | 232/8465 | 2.14e-56 | 3.13e-54 | 2.53e-54 | 91 |