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/RAN_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/RAN_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/RAN_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/RAN_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/RAN_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/RAN_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/RAN_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/RAN_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/RAN_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/RAN_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/RAN_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/RAN_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:003297029 | Skin | cSCC | regulation of actin filament-based process | 142/4864 | 397/18723 | 8.50e-06 | 1.13e-04 | 142 |
GO:000914425 | Skin | cSCC | purine nucleoside triphosphate metabolic process | 42/4864 | 88/18723 | 9.13e-06 | 1.20e-04 | 42 |
GO:0009259112 | Skin | cSCC | ribonucleotide metabolic process | 138/4864 | 385/18723 | 1.00e-05 | 1.30e-04 | 138 |
GO:000919925 | Skin | cSCC | ribonucleoside triphosphate metabolic process | 42/4864 | 89/18723 | 1.30e-05 | 1.64e-04 | 42 |
GO:0046825111 | Skin | cSCC | regulation of protein export from nucleus | 19/4864 | 30/18723 | 1.82e-05 | 2.19e-04 | 19 |
GO:004230615 | Skin | cSCC | regulation of protein import into nucleus | 31/4864 | 60/18723 | 1.86e-05 | 2.22e-04 | 31 |
GO:0006163112 | Skin | cSCC | purine nucleotide metabolic process | 140/4864 | 396/18723 | 1.93e-05 | 2.27e-04 | 140 |
GO:000920525 | Skin | cSCC | purine ribonucleoside triphosphate metabolic process | 39/4864 | 82/18723 | 2.08e-05 | 2.43e-04 | 39 |
GO:0009150112 | Skin | cSCC | purine ribonucleotide metabolic process | 131/4864 | 368/18723 | 2.42e-05 | 2.76e-04 | 131 |
GO:0032271112 | Skin | cSCC | regulation of protein polymerization | 89/4864 | 233/18723 | 2.57e-05 | 2.91e-04 | 89 |
GO:190459117 | Skin | cSCC | positive regulation of protein import | 24/4864 | 43/18723 | 3.11e-05 | 3.42e-04 | 24 |
GO:007050716 | Skin | cSCC | regulation of microtubule cytoskeleton organization | 61/4864 | 148/18723 | 3.61e-05 | 3.90e-04 | 61 |
GO:004230716 | Skin | cSCC | positive regulation of protein import into nucleus | 23/4864 | 41/18723 | 4.07e-05 | 4.34e-04 | 23 |
GO:190382822 | Skin | cSCC | negative regulation of cellular protein localization | 50/4864 | 117/18723 | 5.85e-05 | 5.77e-04 | 50 |
GO:00070206 | Skin | cSCC | microtubule nucleation | 20/4864 | 35/18723 | 9.08e-05 | 8.48e-04 | 20 |
GO:00310234 | Skin | cSCC | microtubule organizing center organization | 58/4864 | 143/18723 | 9.47e-05 | 8.83e-04 | 58 |
GO:007137518 | Skin | cSCC | cellular response to peptide hormone stimulus | 104/4864 | 290/18723 | 1.15e-04 | 1.06e-03 | 104 |
GO:00070983 | Skin | cSCC | centrosome cycle | 53/4864 | 130/18723 | 1.59e-04 | 1.39e-03 | 53 |
GO:1901653110 | Skin | cSCC | cellular response to peptide | 124/4864 | 359/18723 | 1.75e-04 | 1.49e-03 | 124 |
GO:19049506 | Skin | cSCC | negative regulation of establishment of protein localization | 52/4864 | 131/18723 | 3.95e-04 | 3.09e-03 | 52 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0516618 | Breast | Precancer | Human T-cell leukemia virus 1 infection | 33/684 | 222/8465 | 4.29e-04 | 3.31e-03 | 2.53e-03 | 33 |
hsa0516619 | Breast | Precancer | Human T-cell leukemia virus 1 infection | 33/684 | 222/8465 | 4.29e-04 | 3.31e-03 | 2.53e-03 | 33 |
hsa0516624 | Breast | IDC | Human T-cell leukemia virus 1 infection | 40/867 | 222/8465 | 2.52e-04 | 2.21e-03 | 1.66e-03 | 40 |
hsa0516634 | Breast | IDC | Human T-cell leukemia virus 1 infection | 40/867 | 222/8465 | 2.52e-04 | 2.21e-03 | 1.66e-03 | 40 |
hsa0516642 | Breast | DCIS | Human T-cell leukemia virus 1 infection | 41/846 | 222/8465 | 7.03e-05 | 6.88e-04 | 5.07e-04 | 41 |
hsa0516652 | Breast | DCIS | Human T-cell leukemia virus 1 infection | 41/846 | 222/8465 | 7.03e-05 | 6.88e-04 | 5.07e-04 | 41 |
hsa0516620 | Cervix | CC | Human T-cell leukemia virus 1 infection | 61/1267 | 222/8465 | 8.13e-07 | 7.98e-06 | 4.72e-06 | 61 |
hsa05166110 | Cervix | CC | Human T-cell leukemia virus 1 infection | 61/1267 | 222/8465 | 8.13e-07 | 7.98e-06 | 4.72e-06 | 61 |
hsa0516643 | Cervix | N_HPV | Human T-cell leukemia virus 1 infection | 22/349 | 222/8465 | 1.17e-04 | 1.18e-03 | 9.23e-04 | 22 |
hsa0516653 | Cervix | N_HPV | Human T-cell leukemia virus 1 infection | 22/349 | 222/8465 | 1.17e-04 | 1.18e-03 | 9.23e-04 | 22 |
hsa05166 | Colorectum | AD | Human T-cell leukemia virus 1 infection | 72/2092 | 222/8465 | 5.24e-03 | 2.44e-02 | 1.55e-02 | 72 |
hsa051661 | Colorectum | AD | Human T-cell leukemia virus 1 infection | 72/2092 | 222/8465 | 5.24e-03 | 2.44e-02 | 1.55e-02 | 72 |
hsa051662 | Colorectum | MSS | Human T-cell leukemia virus 1 infection | 68/1875 | 222/8465 | 1.84e-03 | 9.61e-03 | 5.89e-03 | 68 |
hsa03250 | Colorectum | MSS | Viral life cycle - HIV-1 | 23/1875 | 63/8465 | 6.55e-03 | 2.64e-02 | 1.62e-02 | 23 |
hsa051663 | Colorectum | MSS | Human T-cell leukemia virus 1 infection | 68/1875 | 222/8465 | 1.84e-03 | 9.61e-03 | 5.89e-03 | 68 |
hsa032501 | Colorectum | MSS | Viral life cycle - HIV-1 | 23/1875 | 63/8465 | 6.55e-03 | 2.64e-02 | 1.62e-02 | 23 |
hsa0516626 | Endometrium | AEH | Human T-cell leukemia virus 1 infection | 50/1197 | 222/8465 | 4.30e-04 | 3.11e-03 | 2.27e-03 | 50 |
hsa05166111 | Endometrium | AEH | Human T-cell leukemia virus 1 infection | 50/1197 | 222/8465 | 4.30e-04 | 3.11e-03 | 2.27e-03 | 50 |
hsa0516627 | Endometrium | EEC | Human T-cell leukemia virus 1 infection | 52/1237 | 222/8465 | 2.73e-04 | 2.36e-03 | 1.76e-03 | 52 |
hsa0516636 | Endometrium | EEC | Human T-cell leukemia virus 1 infection | 52/1237 | 222/8465 | 2.73e-04 | 2.36e-03 | 1.76e-03 | 52 |