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/TUBB_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/TUBB_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/TUBB_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/TUBB_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/TUBB_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/TUBB_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/TUBB_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/TUBB_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/TUBB_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/TUBB_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/TUBB_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/TUBB_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:00307057 | Cervix | CC | cytoskeleton-dependent intracellular transport | 40/2311 | 195/18723 | 7.92e-04 | 6.99e-03 | 40 |
GO:00019067 | Cervix | CC | cell killing | 37/2311 | 188/18723 | 2.61e-03 | 1.80e-02 | 37 |
GO:0002443 | Cervix | CC | leukocyte mediated immunity | 73/2311 | 440/18723 | 5.01e-03 | 2.98e-02 | 73 |
GO:00024431 | Cervix | HSIL_HPV | leukocyte mediated immunity | 41/737 | 440/18723 | 3.14e-07 | 1.76e-05 | 41 |
GO:00024493 | Cervix | HSIL_HPV | lymphocyte mediated immunity | 35/737 | 350/18723 | 4.45e-07 | 2.36e-05 | 35 |
GO:000190611 | Cervix | HSIL_HPV | cell killing | 23/737 | 188/18723 | 1.45e-06 | 6.47e-05 | 23 |
GO:00019093 | Cervix | HSIL_HPV | leukocyte mediated cytotoxicity | 12/737 | 124/18723 | 3.60e-03 | 3.22e-02 | 12 |
GO:00024432 | Cervix | N_HPV | leukocyte mediated immunity | 39/534 | 440/18723 | 3.94e-10 | 2.24e-07 | 39 |
GO:000244911 | Cervix | N_HPV | lymphocyte mediated immunity | 32/534 | 350/18723 | 7.29e-09 | 1.58e-06 | 32 |
GO:000190621 | Cervix | N_HPV | cell killing | 22/534 | 188/18723 | 2.20e-08 | 3.03e-06 | 22 |
GO:000190911 | Cervix | N_HPV | leukocyte mediated cytotoxicity | 13/534 | 124/18723 | 5.46e-05 | 1.22e-03 | 13 |
GO:003070513 | Cervix | N_HPV | cytoskeleton-dependent intracellular transport | 13/534 | 195/18723 | 4.03e-03 | 3.16e-02 | 13 |
GO:0007051 | Colorectum | AD | spindle organization | 58/3918 | 184/18723 | 4.71e-04 | 5.20e-03 | 58 |
GO:0030705 | Colorectum | AD | cytoskeleton-dependent intracellular transport | 60/3918 | 195/18723 | 7.56e-04 | 7.59e-03 | 60 |
GO:0050808 | Colorectum | AD | synapse organization | 112/3918 | 426/18723 | 4.25e-03 | 2.92e-02 | 112 |
GO:0051225 | Colorectum | AD | spindle assembly | 37/3918 | 117/18723 | 4.32e-03 | 2.96e-02 | 37 |
GO:0050807 | Colorectum | AD | regulation of synapse organization | 60/3918 | 211/18723 | 5.67e-03 | 3.64e-02 | 60 |
GO:00307051 | Colorectum | SER | cytoskeleton-dependent intracellular transport | 44/2897 | 195/18723 | 5.53e-03 | 4.09e-02 | 44 |
GO:00508081 | Colorectum | SER | synapse organization | 85/2897 | 426/18723 | 7.17e-03 | 4.99e-02 | 85 |
GO:00070511 | Colorectum | MSS | spindle organization | 53/3467 | 184/18723 | 4.23e-04 | 5.19e-03 | 53 |
Hugo Symbol | Variant Class | Variant Classification | dbSNP RS | HGVSc | HGVSp | HGVSp Short | SWISSPROT | BIOTYPE | SIFT | PolyPhen | Tumor Sample Barcode | Tissue | Histology | Sex | Age | Stage | Therapy Types | Drugs | Outcome |
TUBB | SNV | Missense_Mutation | | c.1076G>C | p.Arg359Pro | p.R359P | P07437 | protein_coding | deleterious_low_confidence(0.03) | possibly_damaging(0.76) | TCGA-78-7220-01 | Lung | lung adenocarcinoma | Female | <65 | III/IV | Unknown | Unknown | PD |
TUBB | SNV | Missense_Mutation | novel | c.862N>A | p.Glu288Lys | p.E288K | P07437 | protein_coding | deleterious_low_confidence(0.01) | probably_damaging(0.921) | TCGA-95-7944-01 | Lung | lung adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
TUBB | SNV | Missense_Mutation | novel | c.60C>A | p.Phe20Leu | p.F20L | P07437 | protein_coding | deleterious_low_confidence(0) | possibly_damaging(0.621) | TCGA-22-1016-01 | Lung | lung squamous cell carcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
TUBB | SNV | Missense_Mutation | novel | c.1111A>G | p.Ser371Gly | p.S371G | P07437 | protein_coding | deleterious_low_confidence(0.02) | benign(0.413) | TCGA-22-1016-01 | Lung | lung squamous cell carcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
TUBB | SNV | Missense_Mutation | novel | c.759G>T | p.Leu253Phe | p.L253F | P07437 | protein_coding | deleterious_low_confidence(0) | possibly_damaging(0.696) | TCGA-CN-6010-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | I/II | Chemotherapy | cisplatin | PD |
TUBB | SNV | Missense_Mutation | novel | c.79N>A | p.Glu27Lys | p.E27K | P07437 | protein_coding | deleterious_low_confidence(0.02) | benign(0.384) | TCGA-HD-A4C1-01 | Oral cavity | head & neck squamous cell carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
TUBB | SNV | Missense_Mutation | novel | c.592N>C | p.Glu198Gln | p.E198Q | P07437 | protein_coding | tolerated_low_confidence(0.1) | possibly_damaging(0.701) | TCGA-P3-A6T5-01 | Oral cavity | head & neck squamous cell carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
TUBB | SNV | Missense_Mutation | rs772090260 | c.1288G>A | p.Ala430Thr | p.A430T | P07437 | protein_coding | deleterious_low_confidence(0.04) | benign(0.397) | TCGA-2A-A8W3-01 | Prostate | prostate adenocarcinoma | Male | >=65 | 9 | Unknown | Unknown | PD |