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/CUL4A_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/CUL4A_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/CUL4A_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/CUL4A_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/CUL4A_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/CUL4A_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
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/CUL4A_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:004484321 | Oral cavity | EOLP | cell cycle G1/S phase transition | 47/2218 | 241/18723 | 3.79e-04 | 3.41e-03 | 47 |
GO:190199021 | Oral cavity | EOLP | regulation of mitotic cell cycle phase transition | 54/2218 | 299/18723 | 1.01e-03 | 7.54e-03 | 54 |
GO:004578721 | Oral cavity | EOLP | positive regulation of cell cycle | 56/2218 | 313/18723 | 1.04e-03 | 7.66e-03 | 56 |
GO:000276114 | Oral cavity | EOLP | regulation of myeloid leukocyte differentiation | 26/2218 | 120/18723 | 1.57e-03 | 1.05e-02 | 26 |
GO:200004521 | Oral cavity | EOLP | regulation of G1/S transition of mitotic cell cycle | 29/2218 | 142/18723 | 2.27e-03 | 1.41e-02 | 29 |
GO:00456382 | Oral cavity | EOLP | negative regulation of myeloid cell differentiation | 20/2218 | 90/18723 | 3.81e-03 | 2.11e-02 | 20 |
GO:004277022 | Oral cavity | EOLP | signal transduction in response to DNA damage | 31/2218 | 172/18723 | 1.11e-02 | 4.90e-02 | 31 |
GO:009719328 | Skin | AK | intrinsic apoptotic signaling pathway | 82/1910 | 288/18723 | 2.01e-18 | 2.97e-15 | 82 |
GO:002261328 | Skin | AK | ribonucleoprotein complex biogenesis | 108/1910 | 463/18723 | 8.48e-17 | 6.27e-14 | 108 |
GO:004225427 | Skin | AK | ribosome biogenesis | 73/1910 | 299/18723 | 8.44e-13 | 2.08e-10 | 73 |
GO:001049827 | Skin | AK | proteasomal protein catabolic process | 97/1910 | 490/18723 | 9.65e-11 | 1.54e-08 | 97 |
GO:004851119 | Skin | AK | rhythmic process | 67/1910 | 298/18723 | 3.47e-10 | 4.37e-08 | 67 |
GO:004316127 | Skin | AK | proteasome-mediated ubiquitin-dependent protein catabolic process | 84/1910 | 412/18723 | 3.96e-10 | 4.88e-08 | 84 |
GO:000170120 | Skin | AK | in utero embryonic development | 75/1910 | 367/18723 | 3.09e-09 | 2.62e-07 | 75 |
GO:004477210 | Skin | AK | mitotic cell cycle phase transition | 83/1910 | 424/18723 | 3.81e-09 | 3.05e-07 | 83 |
GO:00198278 | Skin | AK | stem cell population maintenance | 37/1910 | 131/18723 | 5.65e-09 | 4.03e-07 | 37 |
GO:000734616 | Skin | AK | regulation of mitotic cell cycle | 87/1910 | 457/18723 | 6.50e-09 | 4.47e-07 | 87 |
GO:00987279 | Skin | AK | maintenance of cell number | 37/1910 | 134/18723 | 1.10e-08 | 7.11e-07 | 37 |
GO:00000828 | Skin | AK | G1/S transition of mitotic cell cycle | 50/1910 | 214/18723 | 1.57e-08 | 9.40e-07 | 50 |
GO:00448438 | Skin | AK | cell cycle G1/S phase transition | 52/1910 | 241/18723 | 1.32e-07 | 5.80e-06 | 52 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0412014 | Cervix | CC | Ubiquitin mediated proteolysis | 49/1267 | 142/8465 | 4.26e-09 | 7.68e-08 | 4.54e-08 | 49 |
hsa0517016 | Cervix | CC | Human immunodeficiency virus 1 infection | 55/1267 | 212/8465 | 1.80e-05 | 1.42e-04 | 8.40e-05 | 55 |
hsa0412015 | Cervix | CC | Ubiquitin mediated proteolysis | 49/1267 | 142/8465 | 4.26e-09 | 7.68e-08 | 4.54e-08 | 49 |
hsa0517017 | Cervix | CC | Human immunodeficiency virus 1 infection | 55/1267 | 212/8465 | 1.80e-05 | 1.42e-04 | 8.40e-05 | 55 |
hsa04120 | Colorectum | AD | Ubiquitin mediated proteolysis | 58/2092 | 142/8465 | 1.46e-05 | 1.53e-04 | 9.76e-05 | 58 |
hsa05170 | Colorectum | AD | Human immunodeficiency virus 1 infection | 72/2092 | 212/8465 | 1.40e-03 | 8.46e-03 | 5.39e-03 | 72 |
hsa041201 | Colorectum | AD | Ubiquitin mediated proteolysis | 58/2092 | 142/8465 | 1.46e-05 | 1.53e-04 | 9.76e-05 | 58 |
hsa051701 | Colorectum | AD | Human immunodeficiency virus 1 infection | 72/2092 | 212/8465 | 1.40e-03 | 8.46e-03 | 5.39e-03 | 72 |
hsa041204 | Colorectum | MSS | Ubiquitin mediated proteolysis | 55/1875 | 142/8465 | 5.02e-06 | 6.00e-05 | 3.68e-05 | 55 |
hsa051704 | Colorectum | MSS | Human immunodeficiency virus 1 infection | 69/1875 | 212/8465 | 2.66e-04 | 1.98e-03 | 1.21e-03 | 69 |
hsa041205 | Colorectum | MSS | Ubiquitin mediated proteolysis | 55/1875 | 142/8465 | 5.02e-06 | 6.00e-05 | 3.68e-05 | 55 |
hsa051705 | Colorectum | MSS | Human immunodeficiency virus 1 infection | 69/1875 | 212/8465 | 2.66e-04 | 1.98e-03 | 1.21e-03 | 69 |
hsa041206 | Colorectum | FAP | Ubiquitin mediated proteolysis | 51/1404 | 142/8465 | 1.55e-08 | 5.84e-07 | 3.55e-07 | 51 |
hsa051706 | Colorectum | FAP | Human immunodeficiency virus 1 infection | 51/1404 | 212/8465 | 2.98e-03 | 1.29e-02 | 7.87e-03 | 51 |
hsa041207 | Colorectum | FAP | Ubiquitin mediated proteolysis | 51/1404 | 142/8465 | 1.55e-08 | 5.84e-07 | 3.55e-07 | 51 |
hsa051707 | Colorectum | FAP | Human immunodeficiency virus 1 infection | 51/1404 | 212/8465 | 2.98e-03 | 1.29e-02 | 7.87e-03 | 51 |
hsa041208 | Colorectum | CRC | Ubiquitin mediated proteolysis | 42/1091 | 142/8465 | 9.98e-08 | 6.67e-06 | 4.52e-06 | 42 |
hsa041209 | Colorectum | CRC | Ubiquitin mediated proteolysis | 42/1091 | 142/8465 | 9.98e-08 | 6.67e-06 | 4.52e-06 | 42 |
hsa034205 | Esophagus | HGIN | Nucleotide excision repair | 29/1383 | 63/8465 | 2.96e-08 | 5.36e-07 | 4.26e-07 | 29 |
hsa0412026 | Esophagus | HGIN | Ubiquitin mediated proteolysis | 49/1383 | 142/8465 | 7.78e-08 | 1.33e-06 | 1.06e-06 | 49 |
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 |
CUL4A | SNV | Missense_Mutation | novel | c.2189N>A | p.Gly730Glu | p.G730E | Q13619 | protein_coding | tolerated(0.06) | benign(0.027) | TCGA-5L-AAT1-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Hormone Therapy | letrozol | SD |
CUL4A | SNV | Missense_Mutation | novel | c.281G>C | p.Cys94Ser | p.C94S | Q13619 | protein_coding | deleterious(0) | probably_damaging(0.933) | TCGA-5T-A9QA-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | taxol | SD |
CUL4A | SNV | Missense_Mutation | novel | c.635N>T | p.Ser212Ile | p.S212I | Q13619 | protein_coding | deleterious(0.03) | benign(0.312) | TCGA-C8-A26X-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | 5-fluorouracil | CR |
CUL4A | SNV | Missense_Mutation | | c.1305N>C | p.Lys435Asn | p.K435N | Q13619 | protein_coding | deleterious(0) | benign(0.223) | TCGA-D8-A1XF-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin+cyclophosphamide | SD |
CUL4A | SNV | Missense_Mutation | rs749479685 | c.2081N>G | p.Tyr694Cys | p.Y694C | Q13619 | protein_coding | deleterious(0.02) | possibly_damaging(0.805) | TCGA-GM-A2DB-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | taxol | CR |
CUL4A | deletion | Frame_Shift_Del | novel | c.709delG | p.Glu237LysfsTer14 | p.E237Kfs*14 | Q13619 | protein_coding | | | TCGA-D8-A27V-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | tamoxiphen | SD |
CUL4A | SNV | Missense_Mutation | | c.2017N>G | p.Gln673Glu | p.Q673E | Q13619 | protein_coding | deleterious(0) | possibly_damaging(0.63) | TCGA-DS-A0VN-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | SD |
CUL4A | SNV | Missense_Mutation | | c.2112N>A | p.Met704Ile | p.M704I | Q13619 | protein_coding | deleterious(0) | probably_damaging(0.993) | TCGA-Q1-A73O-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
CUL4A | SNV | Missense_Mutation | novel | c.1372N>A | p.Ala458Thr | p.A458T | Q13619 | protein_coding | deleterious(0) | probably_damaging(0.97) | TCGA-VS-A94Z-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
CUL4A | SNV | Missense_Mutation | rs201623121 | c.820G>A | p.Val274Ile | p.V274I | Q13619 | protein_coding | tolerated(0.2) | benign(0.009) | TCGA-A6-6653-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |