Tissue | Expression Dynamics | Abbreviation |
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/ITGB4_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/ITGB4_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/ITGB4_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal 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/ITGB4_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/ITGB4_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/ITGB4_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/ITGB4_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/ITGB4_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/ITGB4_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/ITGB4_pca_on_diff_genes.png) | AK: Actinic keratosis |
cSCC: Cutaneous squamous cell carcinoma |
SCCIS:squamous cell carcinoma in situ |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:00315898 | Cervix | CC | cell-substrate adhesion | 96/2311 | 363/18723 | 1.48e-13 | 8.85e-11 | 96 |
GO:00016679 | Cervix | CC | ameboidal-type cell migration | 110/2311 | 475/18723 | 2.66e-11 | 6.36e-09 | 110 |
GO:00435884 | Cervix | CC | skin development | 71/2311 | 263/18723 | 8.04e-11 | 1.46e-08 | 71 |
GO:01501159 | Cervix | CC | cell-substrate junction organization | 37/2311 | 101/18723 | 3.20e-10 | 4.46e-08 | 37 |
GO:00070448 | Cervix | CC | cell-substrate junction assembly | 34/2311 | 95/18723 | 3.35e-09 | 3.45e-07 | 34 |
GO:00071608 | Cervix | CC | cell-matrix adhesion | 60/2311 | 233/18723 | 1.58e-08 | 1.23e-06 | 60 |
GO:00072295 | Cervix | CC | integrin-mediated signaling pathway | 34/2311 | 107/18723 | 1.01e-07 | 5.25e-06 | 34 |
GO:00343298 | Cervix | CC | cell junction assembly | 88/2311 | 420/18723 | 3.42e-07 | 1.38e-05 | 88 |
GO:00435893 | Cervix | CC | skin morphogenesis | 8/2311 | 11/18723 | 6.22e-06 | 1.51e-04 | 8 |
GO:00073695 | Cervix | CC | gastrulation | 42/2311 | 185/18723 | 5.83e-05 | 8.46e-04 | 42 |
GO:00075654 | Cervix | CC | female pregnancy | 43/2311 | 193/18723 | 7.62e-05 | 1.04e-03 | 43 |
GO:00447064 | Cervix | CC | multi-multicellular organism process | 45/2311 | 220/18723 | 4.14e-04 | 4.21e-03 | 45 |
GO:00336272 | Cervix | CC | cell adhesion mediated by integrin | 19/2311 | 72/18723 | 9.11e-04 | 7.81e-03 | 19 |
GO:00075664 | Cervix | CC | embryo implantation | 15/2311 | 53/18723 | 1.43e-03 | 1.12e-02 | 15 |
GO:0001704 | Cervix | CC | formation of primary germ layer | 27/2311 | 121/18723 | 1.49e-03 | 1.16e-02 | 27 |
GO:00487365 | Cervix | CC | appendage development | 35/2311 | 172/18723 | 1.88e-03 | 1.39e-02 | 35 |
GO:00601735 | Cervix | CC | limb development | 35/2311 | 172/18723 | 1.88e-03 | 1.39e-02 | 35 |
GO:00614502 | Cervix | CC | trophoblast cell migration | 7/2311 | 17/18723 | 2.72e-03 | 1.85e-02 | 7 |
GO:000722913 | Cervix | HSIL_HPV | integrin-mediated signaling pathway | 19/737 | 107/18723 | 3.37e-08 | 2.76e-06 | 19 |
GO:000756512 | Cervix | HSIL_HPV | female pregnancy | 26/737 | 193/18723 | 4.32e-08 | 3.41e-06 | 26 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0451010 | Cervix | CC | Focal adhesion | 59/1267 | 203/8465 | 1.53e-07 | 1.84e-06 | 1.09e-06 | 59 |
hsa0481016 | Cervix | CC | Regulation of actin cytoskeleton | 64/1267 | 229/8465 | 2.24e-07 | 2.59e-06 | 1.53e-06 | 64 |
hsa051657 | Cervix | CC | Human papillomavirus infection | 74/1267 | 331/8465 | 1.70e-04 | 1.02e-03 | 6.03e-04 | 74 |
hsa0451014 | Cervix | CC | Focal adhesion | 59/1267 | 203/8465 | 1.53e-07 | 1.84e-06 | 1.09e-06 | 59 |
hsa0481017 | Cervix | CC | Regulation of actin cytoskeleton | 64/1267 | 229/8465 | 2.24e-07 | 2.59e-06 | 1.53e-06 | 64 |
hsa0516512 | Cervix | CC | Human papillomavirus infection | 74/1267 | 331/8465 | 1.70e-04 | 1.02e-03 | 6.03e-04 | 74 |
hsa045124 | Cervix | HSIL_HPV | ECM-receptor interaction | 12/459 | 89/8465 | 2.95e-03 | 1.88e-02 | 1.52e-02 | 12 |
hsa0451023 | Cervix | HSIL_HPV | Focal adhesion | 21/459 | 203/8465 | 3.24e-03 | 2.02e-02 | 1.63e-02 | 21 |
hsa054127 | Cervix | HSIL_HPV | Arrhythmogenic right ventricular cardiomyopathy | 10/459 | 77/8465 | 8.34e-03 | 4.70e-02 | 3.80e-02 | 10 |
hsa0451211 | Cervix | HSIL_HPV | ECM-receptor interaction | 12/459 | 89/8465 | 2.95e-03 | 1.88e-02 | 1.52e-02 | 12 |
hsa0451033 | Cervix | HSIL_HPV | Focal adhesion | 21/459 | 203/8465 | 3.24e-03 | 2.02e-02 | 1.63e-02 | 21 |
hsa0541212 | Cervix | HSIL_HPV | Arrhythmogenic right ventricular cardiomyopathy | 10/459 | 77/8465 | 8.34e-03 | 4.70e-02 | 3.80e-02 | 10 |
hsa04810 | Colorectum | AD | Regulation of actin cytoskeleton | 75/2092 | 229/8465 | 3.36e-03 | 1.76e-02 | 1.12e-02 | 75 |
hsa04510 | Colorectum | AD | Focal adhesion | 67/2092 | 203/8465 | 4.40e-03 | 2.17e-02 | 1.38e-02 | 67 |
hsa048101 | Colorectum | AD | Regulation of actin cytoskeleton | 75/2092 | 229/8465 | 3.36e-03 | 1.76e-02 | 1.12e-02 | 75 |
hsa045101 | Colorectum | AD | Focal adhesion | 67/2092 | 203/8465 | 4.40e-03 | 2.17e-02 | 1.38e-02 | 67 |
hsa048102 | Colorectum | SER | Regulation of actin cytoskeleton | 60/1580 | 229/8465 | 2.74e-03 | 2.02e-02 | 1.47e-02 | 60 |
hsa048103 | Colorectum | SER | Regulation of actin cytoskeleton | 60/1580 | 229/8465 | 2.74e-03 | 2.02e-02 | 1.47e-02 | 60 |
hsa048104 | Colorectum | MSS | Regulation of actin cytoskeleton | 68/1875 | 229/8465 | 4.27e-03 | 1.86e-02 | 1.14e-02 | 68 |
hsa048105 | Colorectum | MSS | Regulation of actin cytoskeleton | 68/1875 | 229/8465 | 4.27e-03 | 1.86e-02 | 1.14e-02 | 68 |
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 |
ITGB4 | SNV | Missense_Mutation | novel | c.1322C>A | p.Ser441Tyr | p.S441Y | P16144 | protein_coding | deleterious(0) | probably_damaging(0.966) | TCGA-NC-A5HR-01 | Lung | lung squamous cell carcinoma | Female | >=65 | I/II | Chemotherapy | carboplatin | CR |
ITGB4 | SNV | Missense_Mutation | novel | c.4769T>C | p.Leu1590Pro | p.L1590P | P16144 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-O2-A52Q-01 | Lung | lung squamous cell carcinoma | Female | <65 | III/IV | Unknown | Unknown | PD |
ITGB4 | SNV | Missense_Mutation | novel | c.21N>G | p.Ser7Arg | p.S7R | P16144 | protein_coding | tolerated_low_confidence(0.11) | benign(0.08) | TCGA-BA-A6DI-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | I/II | Chemotherapy | cisplatin | PD |
ITGB4 | SNV | Missense_Mutation | rs751452707 | c.1582N>A | p.Glu528Lys | p.E528K | P16144 | protein_coding | tolerated(0.13) | benign(0.178) | TCGA-BB-A5HU-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | I/II | Chemotherapy | cisplatin | CR |
ITGB4 | SNV | Missense_Mutation | novel | c.2924N>A | p.Gly975Asp | p.G975D | P16144 | protein_coding | deleterious(0) | probably_damaging(0.965) | TCGA-CN-5369-01 | Oral cavity | head & neck squamous cell carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
ITGB4 | SNV | Missense_Mutation | novel | c.2318A>G | p.His773Arg | p.H773R | P16144 | protein_coding | deleterious(0) | possibly_damaging(0.894) | TCGA-CR-6472-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | I/II | Chemotherapy | paclitaxel | SD |
ITGB4 | SNV | Missense_Mutation | novel | c.4193N>T | p.Pro1398Leu | p.P1398L | P16144 | protein_coding | tolerated_low_confidence(0.06) | possibly_damaging(0.652) | TCGA-CV-6951-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | I/II | Unknown | Unknown | PD |
ITGB4 | SNV | Missense_Mutation | rs144402600 | c.2557N>A | p.Glu853Lys | p.E853K | P16144 | protein_coding | deleterious(0) | possibly_damaging(0.691) | TCGA-WA-A7GZ-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | I/II | Unknown | Unknown | SD |
ITGB4 | insertion | Frame_Shift_Ins | rs752657203 | c.600dupC | p.Phe201LeufsTer15 | p.F201Lfs*15 | P16144 | protein_coding | | | TCGA-F7-A624-01 | Oral cavity | head & neck squamous cell carcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
ITGB4 | SNV | Missense_Mutation | | c.601T>G | p.Phe201Val | p.F201V | P16144 | protein_coding | deleterious(0) | probably_damaging(0.942) | TCGA-G9-6499-01 | Prostate | prostate adenocarcinoma | Male | >=65 | 9 | Unknown | Unknown | SD |