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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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/B2M_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:000191311 | Breast | IDC | T cell mediated cytotoxicity | 11/1434 | 49/18723 | 9.88e-04 | 1.11e-02 | 11 |
GO:007124813 | Breast | IDC | cellular response to metal ion | 27/1434 | 197/18723 | 2.28e-03 | 2.09e-02 | 27 |
GO:000191411 | Breast | IDC | regulation of T cell mediated cytotoxicity | 9/1434 | 39/18723 | 2.29e-03 | 2.09e-02 | 9 |
GO:0010039 | Breast | IDC | response to iron ion | 8/1434 | 32/18723 | 2.32e-03 | 2.10e-02 | 8 |
GO:000189413 | Breast | IDC | tissue homeostasis | 34/1434 | 268/18723 | 2.54e-03 | 2.28e-02 | 34 |
GO:00512515 | Breast | IDC | positive regulation of lymphocyte activation | 43/1434 | 362/18723 | 2.72e-03 | 2.41e-02 | 43 |
GO:000682611 | Breast | IDC | iron ion transport | 11/1434 | 58/18723 | 4.10e-03 | 3.25e-02 | 11 |
GO:007124113 | Breast | IDC | cellular response to inorganic substance | 29/1434 | 226/18723 | 4.28e-03 | 3.34e-02 | 29 |
GO:000270911 | Breast | IDC | regulation of T cell mediated immunity | 14/1434 | 85/18723 | 4.98e-03 | 3.77e-02 | 14 |
GO:005507212 | Breast | IDC | iron ion homeostasis | 14/1434 | 85/18723 | 4.98e-03 | 3.77e-02 | 14 |
GO:004826013 | Breast | IDC | positive regulation of receptor-mediated endocytosis | 10/1434 | 52/18723 | 5.49e-03 | 4.03e-02 | 10 |
GO:00026966 | Breast | IDC | positive regulation of leukocyte activation | 46/1434 | 409/18723 | 5.60e-03 | 4.07e-02 | 46 |
GO:000756912 | Breast | IDC | cell aging | 19/1434 | 132/18723 | 5.63e-03 | 4.08e-02 | 19 |
GO:00301007 | Breast | IDC | regulation of endocytosis | 27/1434 | 211/18723 | 5.92e-03 | 4.26e-02 | 27 |
GO:00903421 | Breast | IDC | regulation of cell aging | 11/1434 | 61/18723 | 6.10e-03 | 4.36e-02 | 11 |
GO:000645723 | Breast | DCIS | protein folding | 47/1390 | 212/18723 | 7.84e-12 | 1.53e-09 | 47 |
GO:001003824 | Breast | DCIS | response to metal ion | 65/1390 | 373/18723 | 8.03e-11 | 9.88e-09 | 65 |
GO:004800222 | Breast | DCIS | antigen processing and presentation of peptide antigen | 20/1390 | 62/18723 | 1.01e-08 | 7.56e-07 | 20 |
GO:000247822 | Breast | DCIS | antigen processing and presentation of exogenous peptide antigen | 15/1390 | 38/18723 | 3.22e-08 | 2.09e-06 | 15 |
GO:000250122 | Breast | DCIS | peptide antigen assembly with MHC protein complex | 10/1390 | 18/18723 | 1.24e-07 | 6.50e-06 | 10 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0461218 | Breast | Precancer | Antigen processing and presentation | 19/684 | 78/8465 | 9.61e-06 | 1.12e-04 | 8.62e-05 | 19 |
hsa0516918 | Breast | Precancer | Epstein-Barr virus infection | 35/684 | 202/8465 | 1.15e-05 | 1.26e-04 | 9.64e-05 | 35 |
hsa0516618 | Breast | Precancer | Human T-cell leukemia virus 1 infection | 33/684 | 222/8465 | 4.29e-04 | 3.31e-03 | 2.53e-03 | 33 |
hsa0516316 | Breast | Precancer | Human cytomegalovirus infection | 32/684 | 225/8465 | 1.13e-03 | 7.57e-03 | 5.80e-03 | 32 |
hsa0461219 | Breast | Precancer | Antigen processing and presentation | 19/684 | 78/8465 | 9.61e-06 | 1.12e-04 | 8.62e-05 | 19 |
hsa0516919 | Breast | Precancer | Epstein-Barr virus infection | 35/684 | 202/8465 | 1.15e-05 | 1.26e-04 | 9.64e-05 | 35 |
hsa0516619 | Breast | Precancer | Human T-cell leukemia virus 1 infection | 33/684 | 222/8465 | 4.29e-04 | 3.31e-03 | 2.53e-03 | 33 |
hsa0516317 | Breast | Precancer | Human cytomegalovirus infection | 32/684 | 225/8465 | 1.13e-03 | 7.57e-03 | 5.80e-03 | 32 |
hsa0516922 | Breast | IDC | Epstein-Barr virus infection | 45/867 | 202/8465 | 3.16e-07 | 6.05e-06 | 4.52e-06 | 45 |
hsa0461223 | Breast | IDC | Antigen processing and presentation | 24/867 | 78/8465 | 4.61e-07 | 8.33e-06 | 6.23e-06 | 24 |
hsa0516624 | Breast | IDC | Human T-cell leukemia virus 1 infection | 40/867 | 222/8465 | 2.52e-04 | 2.21e-03 | 1.66e-03 | 40 |
hsa0516324 | Breast | IDC | Human cytomegalovirus infection | 39/867 | 225/8465 | 6.66e-04 | 5.41e-03 | 4.05e-03 | 39 |
hsa0517014 | Breast | IDC | Human immunodeficiency virus 1 infection | 33/867 | 212/8465 | 9.28e-03 | 4.37e-02 | 3.27e-02 | 33 |
hsa0516932 | Breast | IDC | Epstein-Barr virus infection | 45/867 | 202/8465 | 3.16e-07 | 6.05e-06 | 4.52e-06 | 45 |
hsa0461233 | Breast | IDC | Antigen processing and presentation | 24/867 | 78/8465 | 4.61e-07 | 8.33e-06 | 6.23e-06 | 24 |
hsa0516634 | Breast | IDC | Human T-cell leukemia virus 1 infection | 40/867 | 222/8465 | 2.52e-04 | 2.21e-03 | 1.66e-03 | 40 |
hsa0516334 | Breast | IDC | Human cytomegalovirus infection | 39/867 | 225/8465 | 6.66e-04 | 5.41e-03 | 4.05e-03 | 39 |
hsa0517015 | Breast | IDC | Human immunodeficiency virus 1 infection | 33/867 | 212/8465 | 9.28e-03 | 4.37e-02 | 3.27e-02 | 33 |
hsa0516642 | Breast | DCIS | Human T-cell leukemia virus 1 infection | 41/846 | 222/8465 | 7.03e-05 | 6.88e-04 | 5.07e-04 | 41 |
hsa0516344 | Breast | DCIS | Human cytomegalovirus infection | 38/846 | 225/8465 | 8.11e-04 | 5.95e-03 | 4.38e-03 | 38 |