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/RGCC_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/RGCC_pca_on_diff_genes.png) | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
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/RGCC_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
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/RGCC_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/RGCC_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/RGCC_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:007190010 | Oral cavity | OSCC | regulation of protein serine/threonine kinase activity | 201/7305 | 359/18723 | 3.90e-11 | 1.27e-09 | 201 |
GO:190290320 | Oral cavity | OSCC | regulation of supramolecular fiber organization | 211/7305 | 383/18723 | 9.45e-11 | 2.88e-09 | 211 |
GO:00002801 | Oral cavity | OSCC | nuclear division | 237/7305 | 439/18723 | 9.62e-11 | 2.90e-09 | 237 |
GO:003629319 | Oral cavity | OSCC | response to decreased oxygen levels | 182/7305 | 322/18723 | 1.14e-10 | 3.41e-09 | 182 |
GO:005149518 | Oral cavity | OSCC | positive regulation of cytoskeleton organization | 135/7305 | 226/18723 | 1.98e-10 | 5.66e-09 | 135 |
GO:19019875 | Oral cavity | OSCC | regulation of cell cycle phase transition | 209/7305 | 390/18723 | 2.79e-09 | 6.42e-08 | 209 |
GO:00457879 | Oral cavity | OSCC | positive regulation of cell cycle | 173/7305 | 313/18723 | 3.28e-09 | 7.44e-08 | 173 |
GO:00457864 | Oral cavity | OSCC | negative regulation of cell cycle | 206/7305 | 385/18723 | 4.28e-09 | 9.55e-08 | 206 |
GO:000701520 | Oral cavity | OSCC | actin filament organization | 230/7305 | 442/18723 | 1.37e-08 | 2.77e-07 | 230 |
GO:003297020 | Oral cavity | OSCC | regulation of actin filament-based process | 209/7305 | 397/18723 | 1.89e-08 | 3.72e-07 | 209 |
GO:00459319 | Oral cavity | OSCC | positive regulation of mitotic cell cycle | 77/7305 | 121/18723 | 3.49e-08 | 6.64e-07 | 77 |
GO:00718979 | Oral cavity | OSCC | DNA biosynthetic process | 106/7305 | 180/18723 | 4.86e-08 | 8.95e-07 | 106 |
GO:00459304 | Oral cavity | OSCC | negative regulation of mitotic cell cycle | 132/7305 | 235/18723 | 6.51e-08 | 1.16e-06 | 132 |
GO:003295620 | Oral cavity | OSCC | regulation of actin cytoskeleton organization | 189/7305 | 358/18723 | 6.81e-08 | 1.21e-06 | 189 |
GO:19019914 | Oral cavity | OSCC | negative regulation of mitotic cell cycle phase transition | 104/7305 | 179/18723 | 1.67e-07 | 2.73e-06 | 104 |
GO:011005320 | Oral cavity | OSCC | regulation of actin filament organization | 150/7305 | 278/18723 | 2.68e-07 | 4.15e-06 | 150 |
GO:00000826 | Oral cavity | OSCC | G1/S transition of mitotic cell cycle | 120/7305 | 214/18723 | 2.86e-07 | 4.40e-06 | 120 |
GO:19019882 | Oral cavity | OSCC | negative regulation of cell cycle phase transition | 136/7305 | 249/18723 | 3.81e-07 | 5.70e-06 | 136 |
GO:200027817 | Oral cavity | OSCC | regulation of DNA biosynthetic process | 67/7305 | 106/18723 | 3.85e-07 | 5.75e-06 | 67 |
GO:00448436 | Oral cavity | OSCC | cell cycle G1/S phase transition | 131/7305 | 241/18723 | 8.77e-07 | 1.20e-05 | 131 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0481014 | Breast | IDC | Regulation of actin cytoskeleton | 36/867 | 229/8465 | 5.79e-03 | 3.13e-02 | 2.34e-02 | 36 |
hsa0481015 | Breast | IDC | Regulation of actin cytoskeleton | 36/867 | 229/8465 | 5.79e-03 | 3.13e-02 | 2.34e-02 | 36 |
hsa0481023 | Breast | DCIS | Regulation of actin cytoskeleton | 35/846 | 229/8465 | 6.89e-03 | 3.37e-02 | 2.48e-02 | 35 |
hsa0481033 | Breast | DCIS | Regulation of actin cytoskeleton | 35/846 | 229/8465 | 6.89e-03 | 3.37e-02 | 2.48e-02 | 35 |
hsa0481016 | Cervix | CC | Regulation of actin cytoskeleton | 64/1267 | 229/8465 | 2.24e-07 | 2.59e-06 | 1.53e-06 | 64 |
hsa0481017 | Cervix | CC | Regulation of actin cytoskeleton | 64/1267 | 229/8465 | 2.24e-07 | 2.59e-06 | 1.53e-06 | 64 |
hsa0481028 | Esophagus | ESCC | Regulation of actin cytoskeleton | 133/4205 | 229/8465 | 5.94e-03 | 1.48e-02 | 7.56e-03 | 133 |
hsa04810112 | Esophagus | ESCC | Regulation of actin cytoskeleton | 133/4205 | 229/8465 | 5.94e-03 | 1.48e-02 | 7.56e-03 | 133 |
hsa0481026 | Oral cavity | OSCC | Regulation of actin cytoskeleton | 129/3704 | 229/8465 | 7.14e-05 | 2.74e-04 | 1.40e-04 | 129 |
hsa04810111 | Oral cavity | OSCC | Regulation of actin cytoskeleton | 129/3704 | 229/8465 | 7.14e-05 | 2.74e-04 | 1.40e-04 | 129 |
hsa0481020 | Prostate | BPH | Regulation of actin cytoskeleton | 80/1718 | 229/8465 | 1.23e-07 | 1.31e-06 | 8.10e-07 | 80 |
hsa04810110 | Prostate | BPH | Regulation of actin cytoskeleton | 80/1718 | 229/8465 | 1.23e-07 | 1.31e-06 | 8.10e-07 | 80 |
hsa0481025 | Prostate | Tumor | Regulation of actin cytoskeleton | 84/1791 | 229/8465 | 3.40e-08 | 4.17e-07 | 2.58e-07 | 84 |
hsa0481035 | Prostate | Tumor | Regulation of actin cytoskeleton | 84/1791 | 229/8465 | 3.40e-08 | 4.17e-07 | 2.58e-07 | 84 |