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/RTRAF_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/RTRAF_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/RTRAF_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/RTRAF_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/RTRAF_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/RTRAF_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/RTRAF_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/RTRAF_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
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/RTRAF_pca_on_diff_genes.png) | BPH: Benign Prostatic Hyperplasia |
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/RTRAF_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:000193321 | Stomach | CSG | negative regulation of protein phosphorylation | 32/1034 | 342/18723 | 2.56e-03 | 2.49e-02 | 32 |
GO:004232621 | Stomach | CSG | negative regulation of phosphorylation | 35/1034 | 385/18723 | 2.68e-03 | 2.57e-02 | 35 |
GO:0008380113 | Thyroid | PTC | RNA splicing | 273/5968 | 434/18723 | 4.44e-41 | 1.40e-37 | 273 |
GO:0006403112 | Thyroid | PTC | RNA localization | 130/5968 | 201/18723 | 9.23e-22 | 1.94e-19 | 130 |
GO:003447018 | Thyroid | PTC | ncRNA processing | 215/5968 | 395/18723 | 7.14e-21 | 1.22e-18 | 215 |
GO:00346608 | Thyroid | PTC | ncRNA metabolic process | 239/5968 | 485/18723 | 5.54e-16 | 4.26e-14 | 239 |
GO:0010563113 | Thyroid | PTC | negative regulation of phosphorus metabolic process | 219/5968 | 442/18723 | 4.47e-15 | 3.07e-13 | 219 |
GO:0045936113 | Thyroid | PTC | negative regulation of phosphate metabolic process | 218/5968 | 441/18723 | 7.08e-15 | 4.75e-13 | 218 |
GO:0051236110 | Thyroid | PTC | establishment of RNA localization | 100/5968 | 166/18723 | 4.26e-14 | 2.58e-12 | 100 |
GO:0050657110 | Thyroid | PTC | nucleic acid transport | 98/5968 | 163/18723 | 9.08e-14 | 4.90e-12 | 98 |
GO:0050658110 | Thyroid | PTC | RNA transport | 98/5968 | 163/18723 | 9.08e-14 | 4.90e-12 | 98 |
GO:0001933113 | Thyroid | PTC | negative regulation of protein phosphorylation | 173/5968 | 342/18723 | 3.46e-13 | 1.75e-11 | 173 |
GO:0042326113 | Thyroid | PTC | negative regulation of phosphorylation | 189/5968 | 385/18723 | 1.00e-12 | 4.64e-11 | 189 |
GO:0015931110 | Thyroid | PTC | nucleobase-containing compound transport | 120/5968 | 222/18723 | 5.45e-12 | 2.35e-10 | 120 |
GO:0051348113 | Thyroid | PTC | negative regulation of transferase activity | 137/5968 | 268/18723 | 3.78e-11 | 1.36e-09 | 137 |
GO:0006469111 | Thyroid | PTC | negative regulation of protein kinase activity | 107/5968 | 212/18723 | 1.24e-08 | 2.96e-07 | 107 |
GO:0033673111 | Thyroid | PTC | negative regulation of kinase activity | 115/5968 | 237/18723 | 5.98e-08 | 1.26e-06 | 115 |
GO:000838029 | Thyroid | goiters | RNA splicing | 31/497 | 434/18723 | 6.49e-07 | 3.95e-05 | 31 |
GO:003447019 | Thyroid | goiters | ncRNA processing | 28/497 | 395/18723 | 2.63e-06 | 1.30e-04 | 28 |
GO:003466014 | Thyroid | goiters | ncRNA metabolic process | 29/497 | 485/18723 | 4.41e-05 | 1.53e-03 | 29 |