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/RPS27_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/RPS27_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/RPS27_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/RPS27_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/RPS27_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/RPS27_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/RPS27_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/RPS27_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/RPS27_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/RPS27_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/RPS27_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/RPS27_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:004586227 | Esophagus | HGIN | positive regulation of proteolysis | 107/2587 | 372/18723 | 2.61e-14 | 4.60e-12 | 107 |
GO:001607219 | Esophagus | HGIN | rRNA metabolic process | 72/2587 | 236/18723 | 2.26e-11 | 2.56e-09 | 72 |
GO:000636419 | Esophagus | HGIN | rRNA processing | 69/2587 | 225/18723 | 4.53e-11 | 5.04e-09 | 69 |
GO:004572720 | Esophagus | HGIN | positive regulation of translation | 49/2587 | 136/18723 | 5.88e-11 | 6.30e-09 | 49 |
GO:003425020 | Esophagus | HGIN | positive regulation of cellular amide metabolic process | 53/2587 | 162/18723 | 6.01e-10 | 5.15e-08 | 53 |
GO:004225527 | Esophagus | HGIN | ribosome assembly | 28/2587 | 61/18723 | 1.36e-09 | 1.07e-07 | 28 |
GO:003447010 | Esophagus | HGIN | ncRNA processing | 97/2587 | 395/18723 | 5.92e-09 | 3.90e-07 | 97 |
GO:004328126 | Esophagus | HGIN | regulation of cysteine-type endopeptidase activity involved in apoptotic process | 59/2587 | 209/18723 | 3.39e-08 | 1.97e-06 | 59 |
GO:007233127 | Esophagus | HGIN | signal transduction by p53 class mediator | 49/2587 | 163/18723 | 5.71e-08 | 3.06e-06 | 49 |
GO:200011626 | Esophagus | HGIN | regulation of cysteine-type endopeptidase activity | 63/2587 | 235/18723 | 9.71e-08 | 5.02e-06 | 63 |
GO:004227427 | Esophagus | HGIN | ribosomal small subunit biogenesis | 27/2587 | 73/18723 | 6.26e-07 | 2.72e-05 | 27 |
GO:005254726 | Esophagus | HGIN | regulation of peptidase activity | 102/2587 | 461/18723 | 6.29e-07 | 2.72e-05 | 102 |
GO:001095225 | Esophagus | HGIN | positive regulation of peptidase activity | 53/2587 | 197/18723 | 8.70e-07 | 3.59e-05 | 53 |
GO:005254826 | Esophagus | HGIN | regulation of endopeptidase activity | 96/2587 | 432/18723 | 1.09e-06 | 4.30e-05 | 96 |
GO:00346606 | Esophagus | HGIN | ncRNA metabolic process | 104/2587 | 485/18723 | 2.26e-06 | 8.23e-05 | 104 |
GO:004328020 | Esophagus | HGIN | positive regulation of cysteine-type endopeptidase activity involved in apoptotic process | 38/2587 | 129/18723 | 2.92e-06 | 1.01e-04 | 38 |
GO:000734610 | Esophagus | HGIN | regulation of mitotic cell cycle | 98/2587 | 457/18723 | 4.39e-06 | 1.42e-04 | 98 |
GO:007233220 | Esophagus | HGIN | intrinsic apoptotic signaling pathway by p53 class mediator | 26/2587 | 76/18723 | 5.43e-06 | 1.73e-04 | 26 |
GO:200105620 | Esophagus | HGIN | positive regulation of cysteine-type endopeptidase activity | 41/2587 | 148/18723 | 6.65e-06 | 2.07e-04 | 41 |
GO:001095020 | Esophagus | HGIN | positive regulation of endopeptidase activity | 47/2587 | 179/18723 | 7.23e-06 | 2.20e-04 | 47 |
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 |
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 |
hsa0517145 | Cervix | N_HPV | Coronavirus disease - COVID-19 | 47/349 | 232/8465 | 1.79e-20 | 4.86e-18 | 3.80e-18 | 47 |
hsa0301045 | Cervix | N_HPV | Ribosome | 39/349 | 167/8465 | 2.05e-19 | 2.79e-17 | 2.18e-17 | 39 |
hsa0517155 | Cervix | N_HPV | Coronavirus disease - COVID-19 | 47/349 | 232/8465 | 1.79e-20 | 4.86e-18 | 3.80e-18 | 47 |
hsa0301055 | Cervix | N_HPV | Ribosome | 39/349 | 167/8465 | 2.05e-19 | 2.79e-17 | 2.18e-17 | 39 |
hsa03010 | Colorectum | AD | Ribosome | 96/2092 | 167/8465 | 8.28e-20 | 5.54e-18 | 3.54e-18 | 96 |
hsa05171 | Colorectum | AD | Coronavirus disease - COVID-19 | 113/2092 | 232/8465 | 9.90e-16 | 2.55e-14 | 1.63e-14 | 113 |
hsa030101 | Colorectum | AD | Ribosome | 96/2092 | 167/8465 | 8.28e-20 | 5.54e-18 | 3.54e-18 | 96 |
hsa051711 | Colorectum | AD | Coronavirus disease - COVID-19 | 113/2092 | 232/8465 | 9.90e-16 | 2.55e-14 | 1.63e-14 | 113 |
hsa030102 | Colorectum | SER | Ribosome | 92/1580 | 167/8465 | 2.21e-26 | 3.66e-24 | 2.66e-24 | 92 |
hsa051712 | Colorectum | SER | Coronavirus disease - COVID-19 | 98/1580 | 232/8465 | 3.33e-17 | 8.50e-16 | 6.17e-16 | 98 |
hsa030103 | Colorectum | SER | Ribosome | 92/1580 | 167/8465 | 2.21e-26 | 3.66e-24 | 2.66e-24 | 92 |
hsa051713 | Colorectum | SER | Coronavirus disease - COVID-19 | 98/1580 | 232/8465 | 3.33e-17 | 8.50e-16 | 6.17e-16 | 98 |