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/UBB_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/UBB_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/UBB_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/UBB_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/UBB_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/UBB_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
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/UBB_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/UBB_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/UBB_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/UBB_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/UBB_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/UBB_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:00971939 | Breast | Precancer | intrinsic apoptotic signaling pathway | 59/1080 | 288/18723 | 8.07e-18 | 3.60e-15 | 59 |
GO:20012339 | Breast | Precancer | regulation of apoptotic signaling pathway | 65/1080 | 356/18723 | 7.70e-17 | 3.17e-14 | 65 |
GO:20012429 | Breast | Precancer | regulation of intrinsic apoptotic signaling pathway | 41/1080 | 164/18723 | 6.48e-16 | 2.31e-13 | 41 |
GO:00709979 | Breast | Precancer | neuron death | 50/1080 | 361/18723 | 7.75e-09 | 5.70e-07 | 50 |
GO:20012445 | Breast | Precancer | positive regulation of intrinsic apoptotic signaling pathway | 17/1080 | 58/18723 | 1.59e-08 | 1.12e-06 | 17 |
GO:19033209 | Breast | Precancer | regulation of protein modification by small protein conjugation or removal | 38/1080 | 242/18723 | 1.71e-08 | 1.17e-06 | 38 |
GO:00313969 | Breast | Precancer | regulation of protein ubiquitination | 33/1080 | 210/18723 | 1.45e-07 | 7.82e-06 | 33 |
GO:00518816 | Breast | Precancer | regulation of mitochondrial membrane potential | 18/1080 | 74/18723 | 1.45e-07 | 7.82e-06 | 18 |
GO:00104989 | Breast | Precancer | proteasomal protein catabolic process | 58/1080 | 490/18723 | 1.54e-07 | 8.05e-06 | 58 |
GO:20012356 | Breast | Precancer | positive regulation of apoptotic signaling pathway | 24/1080 | 126/18723 | 1.98e-07 | 1.01e-05 | 24 |
GO:19017989 | Breast | Precancer | positive regulation of signal transduction by p53 class mediator | 10/1080 | 25/18723 | 5.77e-07 | 2.49e-05 | 10 |
GO:19033629 | Breast | Precancer | regulation of cellular protein catabolic process | 36/1080 | 255/18723 | 6.03e-07 | 2.55e-05 | 36 |
GO:19017969 | Breast | Precancer | regulation of signal transduction by p53 class mediator | 19/1080 | 93/18723 | 1.20e-06 | 4.60e-05 | 19 |
GO:19012149 | Breast | Precancer | regulation of neuron death | 41/1080 | 319/18723 | 1.27e-06 | 4.80e-05 | 41 |
GO:00421769 | Breast | Precancer | regulation of protein catabolic process | 47/1080 | 391/18723 | 1.50e-06 | 5.58e-05 | 47 |
GO:00723319 | Breast | Precancer | signal transduction by p53 class mediator | 26/1080 | 163/18723 | 2.23e-06 | 7.76e-05 | 26 |
GO:19030509 | Breast | Precancer | regulation of proteolysis involved in cellular protein catabolic process | 31/1080 | 221/18723 | 4.10e-06 | 1.27e-04 | 31 |
GO:00723328 | Breast | Precancer | intrinsic apoptotic signaling pathway by p53 class mediator | 16/1080 | 76/18723 | 5.49e-06 | 1.63e-04 | 16 |
GO:19022537 | Breast | Precancer | regulation of intrinsic apoptotic signaling pathway by p53 class mediator | 9/1080 | 29/18723 | 2.40e-05 | 5.53e-04 | 9 |
GO:00611369 | Breast | Precancer | regulation of proteasomal protein catabolic process | 24/1080 | 187/18723 | 1.99e-04 | 3.14e-03 | 24 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0513156 | Oral cavity | EOLP | Shigellosis | 61/1218 | 247/8465 | 9.48e-06 | 5.47e-05 | 3.23e-05 | 61 |
hsa0413753 | Oral cavity | EOLP | Mitophagy - animal | 25/1218 | 72/8465 | 1.18e-05 | 6.69e-05 | 3.95e-05 | 25 |
hsa0501262 | Oral cavity | NEOLP | Parkinson disease | 78/1112 | 266/8465 | 1.34e-12 | 1.06e-10 | 6.68e-11 | 78 |
hsa0502262 | Oral cavity | NEOLP | Pathways of neurodegeneration - multiple diseases | 112/1112 | 476/8465 | 1.33e-10 | 3.84e-09 | 2.41e-09 | 112 |
hsa0516762 | Oral cavity | NEOLP | Kaposi sarcoma-associated herpesvirus infection | 56/1112 | 194/8465 | 4.05e-09 | 9.20e-08 | 5.78e-08 | 56 |
hsa0412061 | Oral cavity | NEOLP | Ubiquitin mediated proteolysis | 43/1112 | 142/8465 | 5.78e-08 | 9.19e-07 | 5.78e-07 | 43 |
hsa0513163 | Oral cavity | NEOLP | Shigellosis | 62/1112 | 247/8465 | 1.93e-07 | 2.79e-06 | 1.75e-06 | 62 |
hsa0413762 | Oral cavity | NEOLP | Mitophagy - animal | 26/1112 | 72/8465 | 5.95e-07 | 7.88e-06 | 4.95e-06 | 26 |
hsa0501272 | Oral cavity | NEOLP | Parkinson disease | 78/1112 | 266/8465 | 1.34e-12 | 1.06e-10 | 6.68e-11 | 78 |
hsa0502272 | Oral cavity | NEOLP | Pathways of neurodegeneration - multiple diseases | 112/1112 | 476/8465 | 1.33e-10 | 3.84e-09 | 2.41e-09 | 112 |
hsa0516772 | Oral cavity | NEOLP | Kaposi sarcoma-associated herpesvirus infection | 56/1112 | 194/8465 | 4.05e-09 | 9.20e-08 | 5.78e-08 | 56 |
hsa0412071 | Oral cavity | NEOLP | Ubiquitin mediated proteolysis | 43/1112 | 142/8465 | 5.78e-08 | 9.19e-07 | 5.78e-07 | 43 |
hsa0513173 | Oral cavity | NEOLP | Shigellosis | 62/1112 | 247/8465 | 1.93e-07 | 2.79e-06 | 1.75e-06 | 62 |
hsa0413772 | Oral cavity | NEOLP | Mitophagy - animal | 26/1112 | 72/8465 | 5.95e-07 | 7.88e-06 | 4.95e-06 | 26 |
hsa0501228 | Prostate | BPH | Parkinson disease | 143/1718 | 266/8465 | 1.19e-34 | 3.94e-32 | 2.44e-32 | 143 |
hsa0502226 | Prostate | BPH | Pathways of neurodegeneration - multiple diseases | 180/1718 | 476/8465 | 7.70e-20 | 1.81e-18 | 1.12e-18 | 180 |
hsa0513128 | Prostate | BPH | Shigellosis | 94/1718 | 247/8465 | 5.19e-11 | 9.51e-10 | 5.89e-10 | 94 |
hsa0412018 | Prostate | BPH | Ubiquitin mediated proteolysis | 61/1718 | 142/8465 | 5.50e-10 | 9.07e-09 | 5.61e-09 | 61 |
hsa0516727 | Prostate | BPH | Kaposi sarcoma-associated herpesvirus infection | 69/1718 | 194/8465 | 4.22e-07 | 4.10e-06 | 2.54e-06 | 69 |
hsa0413726 | Prostate | BPH | Mitophagy - animal | 28/1718 | 72/8465 | 2.12e-04 | 1.13e-03 | 6.98e-04 | 28 |