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:004578511 | Stomach | CAG with IM | positive regulation of cell adhesion | 49/1050 | 437/18723 | 3.01e-06 | 1.23e-04 | 49 |
GO:00224071 | Stomach | CAG with IM | regulation of cell-cell adhesion | 49/1050 | 448/18723 | 6.02e-06 | 2.23e-04 | 49 |
GO:00018951 | Stomach | CAG with IM | retina homeostasis | 16/1050 | 79/18723 | 6.51e-06 | 2.39e-04 | 16 |
GO:00024741 | Stomach | CAG with IM | antigen processing and presentation of peptide antigen via MHC class I | 9/1050 | 28/18723 | 1.39e-05 | 4.54e-04 | 9 |
GO:004563711 | Stomach | CAG with IM | regulation of myeloid cell differentiation | 28/1050 | 210/18723 | 1.84e-05 | 5.64e-04 | 28 |
GO:004668611 | Stomach | CAG with IM | response to cadmium ion | 14/1050 | 68/18723 | 2.00e-05 | 6.02e-04 | 14 |
GO:001988511 | Stomach | CAG with IM | antigen processing and presentation of endogenous peptide antigen via MHC class I | 7/1050 | 17/18723 | 2.02e-05 | 6.02e-04 | 7 |
GO:190370611 | Stomach | CAG with IM | regulation of hemopoiesis | 41/1050 | 367/18723 | 2.08e-05 | 6.09e-04 | 41 |
GO:00421101 | Stomach | CAG with IM | T cell activation | 49/1050 | 487/18723 | 5.44e-05 | 1.37e-03 | 49 |
GO:00071591 | Stomach | CAG with IM | leukocyte cell-cell adhesion | 40/1050 | 371/18723 | 5.82e-05 | 1.44e-03 | 40 |
GO:000226211 | Stomach | CAG with IM | myeloid cell homeostasis | 22/1050 | 157/18723 | 6.64e-05 | 1.62e-03 | 22 |
GO:00512511 | Stomach | CAG with IM | positive regulation of lymphocyte activation | 39/1050 | 362/18723 | 7.28e-05 | 1.75e-03 | 39 |
GO:00022371 | Stomach | CAG with IM | response to molecule of bacterial origin | 39/1050 | 363/18723 | 7.73e-05 | 1.82e-03 | 39 |
GO:00508701 | Stomach | CAG with IM | positive regulation of T cell activation | 27/1050 | 216/18723 | 8.04e-05 | 1.88e-03 | 27 |
GO:003410111 | Stomach | CAG with IM | erythrocyte homeostasis | 19/1050 | 129/18723 | 1.04e-04 | 2.28e-03 | 19 |
GO:004339311 | Stomach | CAG with IM | regulation of protein binding | 25/1050 | 196/18723 | 1.05e-04 | 2.29e-03 | 25 |
GO:00026961 | Stomach | CAG with IM | positive regulation of leukocyte activation | 42/1050 | 409/18723 | 1.16e-04 | 2.50e-03 | 42 |
GO:00224091 | Stomach | CAG with IM | positive regulation of cell-cell adhesion | 32/1050 | 284/18723 | 1.38e-04 | 2.80e-03 | 32 |
GO:19030371 | Stomach | CAG with IM | regulation of leukocyte cell-cell adhesion | 36/1050 | 336/18723 | 1.52e-04 | 2.97e-03 | 36 |
GO:19030391 | Stomach | CAG with IM | positive regulation of leukocyte cell-cell adhesion | 28/1050 | 239/18723 | 1.84e-04 | 3.49e-03 | 28 |
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 |