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/CUL3_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/CUL3_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/CUL3_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/CUL3_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/CUL3_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/CUL3_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/CUL3_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/CUL3_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/CUL3_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/CUL3_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/CUL3_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:000726515 | Oral cavity | LP | Ras protein signal transduction | 109/4623 | 337/18723 | 8.44e-04 | 7.36e-03 | 109 |
GO:000081911 | Oral cavity | LP | sister chromatid segregation | 70/4623 | 202/18723 | 9.20e-04 | 7.82e-03 | 70 |
GO:190198912 | Oral cavity | LP | positive regulation of cell cycle phase transition | 42/4623 | 115/18723 | 3.06e-03 | 2.09e-02 | 42 |
GO:005186512 | Oral cavity | LP | protein autoubiquitination | 29/4623 | 73/18723 | 3.20e-03 | 2.18e-02 | 29 |
GO:007121812 | Oral cavity | LP | cellular response to misfolded protein | 12/4623 | 23/18723 | 4.14e-03 | 2.66e-02 | 12 |
GO:004828511 | Oral cavity | LP | organelle fission | 145/4623 | 488/18723 | 6.02e-03 | 3.57e-02 | 145 |
GO:0051017110 | Oral cavity | LP | actin filament bundle assembly | 53/4623 | 157/18723 | 6.54e-03 | 3.83e-02 | 53 |
GO:00988131 | Oral cavity | LP | nuclear chromosome segregation | 88/4623 | 281/18723 | 6.72e-03 | 3.91e-02 | 88 |
GO:190199211 | Oral cavity | LP | positive regulation of mitotic cell cycle phase transition | 34/4623 | 93/18723 | 7.08e-03 | 3.98e-02 | 34 |
GO:00070881 | Oral cavity | LP | regulation of mitotic nuclear division | 39/4623 | 110/18723 | 7.45e-03 | 4.14e-02 | 39 |
GO:003502412 | Oral cavity | LP | negative regulation of Rho protein signal transduction | 11/4623 | 22/18723 | 9.01e-03 | 4.83e-02 | 11 |
GO:004578715 | Oral cavity | LP | positive regulation of cell cycle | 96/4623 | 313/18723 | 9.08e-03 | 4.85e-02 | 96 |
GO:002261215 | Oral cavity | LP | gland morphogenesis | 41/4623 | 118/18723 | 9.09e-03 | 4.85e-02 | 41 |
GO:009719326 | Oral cavity | EOLP | intrinsic apoptotic signaling pathway | 84/2218 | 288/18723 | 1.29e-15 | 7.05e-13 | 84 |
GO:190332026 | Oral cavity | EOLP | regulation of protein modification by small protein conjugation or removal | 73/2218 | 242/18723 | 1.41e-14 | 6.47e-12 | 73 |
GO:003596624 | Oral cavity | EOLP | response to topologically incorrect protein | 54/2218 | 159/18723 | 1.93e-13 | 6.44e-11 | 54 |
GO:007093622 | Oral cavity | EOLP | protein K48-linked ubiquitination | 31/2218 | 65/18723 | 9.08e-13 | 2.27e-10 | 31 |
GO:003139626 | Oral cavity | EOLP | regulation of protein ubiquitination | 62/2218 | 210/18723 | 3.86e-12 | 7.34e-10 | 62 |
GO:000701526 | Oral cavity | EOLP | actin filament organization | 102/2218 | 442/18723 | 1.61e-11 | 2.48e-09 | 102 |
GO:001049825 | Oral cavity | EOLP | proteasomal protein catabolic process | 108/2218 | 490/18723 | 7.79e-11 | 9.51e-09 | 108 |
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 |
hsa0412015 | Cervix | CC | Ubiquitin mediated proteolysis | 49/1267 | 142/8465 | 4.26e-09 | 7.68e-08 | 4.54e-08 | 49 |
hsa04120 | Colorectum | AD | Ubiquitin mediated proteolysis | 58/2092 | 142/8465 | 1.46e-05 | 1.53e-04 | 9.76e-05 | 58 |
hsa041201 | Colorectum | AD | Ubiquitin mediated proteolysis | 58/2092 | 142/8465 | 1.46e-05 | 1.53e-04 | 9.76e-05 | 58 |
hsa041202 | Colorectum | SER | Ubiquitin mediated proteolysis | 39/1580 | 142/8465 | 6.18e-03 | 3.66e-02 | 2.66e-02 | 39 |
hsa041203 | Colorectum | SER | Ubiquitin mediated proteolysis | 39/1580 | 142/8465 | 6.18e-03 | 3.66e-02 | 2.66e-02 | 39 |
hsa041204 | Colorectum | MSS | Ubiquitin mediated proteolysis | 55/1875 | 142/8465 | 5.02e-06 | 6.00e-05 | 3.68e-05 | 55 |
hsa041205 | Colorectum | MSS | Ubiquitin mediated proteolysis | 55/1875 | 142/8465 | 5.02e-06 | 6.00e-05 | 3.68e-05 | 55 |
hsa041206 | Colorectum | FAP | Ubiquitin mediated proteolysis | 51/1404 | 142/8465 | 1.55e-08 | 5.84e-07 | 3.55e-07 | 51 |
hsa041207 | Colorectum | FAP | Ubiquitin mediated proteolysis | 51/1404 | 142/8465 | 1.55e-08 | 5.84e-07 | 3.55e-07 | 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 |
hsa0412016 | Endometrium | AEH | Ubiquitin mediated proteolysis | 41/1197 | 142/8465 | 3.42e-06 | 4.27e-05 | 3.13e-05 | 41 |
hsa0412017 | Endometrium | AEH | Ubiquitin mediated proteolysis | 41/1197 | 142/8465 | 3.42e-06 | 4.27e-05 | 3.13e-05 | 41 |
hsa0412023 | Endometrium | EEC | Ubiquitin mediated proteolysis | 41/1237 | 142/8465 | 7.86e-06 | 9.58e-05 | 7.14e-05 | 41 |
hsa0412033 | Endometrium | EEC | Ubiquitin mediated proteolysis | 41/1237 | 142/8465 | 7.86e-06 | 9.58e-05 | 7.14e-05 | 41 |
hsa0412027 | Esophagus | ESCC | Ubiquitin mediated proteolysis | 122/4205 | 142/8465 | 6.53e-20 | 7.29e-18 | 3.74e-18 | 122 |
hsa0412036 | Esophagus | ESCC | Ubiquitin mediated proteolysis | 122/4205 | 142/8465 | 6.53e-20 | 7.29e-18 | 3.74e-18 | 122 |
hsa0412010 | Liver | NAFLD | Ubiquitin mediated proteolysis | 44/1043 | 142/8465 | 2.59e-09 | 1.70e-07 | 1.37e-07 | 44 |
hsa0412011 | Liver | NAFLD | Ubiquitin mediated proteolysis | 44/1043 | 142/8465 | 2.59e-09 | 1.70e-07 | 1.37e-07 | 44 |
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 |
CUL3 | SNV | Missense_Mutation | | c.274G>A | p.Asp92Asn | p.D92N | Q13618 | protein_coding | tolerated(0.13) | possibly_damaging(0.816) | TCGA-5L-AAT1-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Hormone Therapy | letrozol | SD |
CUL3 | SNV | Missense_Mutation | | c.2059N>A | p.Glu687Lys | p.E687K | Q13618 | protein_coding | deleterious(0) | possibly_damaging(0.785) | TCGA-A2-A0YK-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cytoxan | SD |
CUL3 | SNV | Missense_Mutation | | c.464N>A | p.Gly155Glu | p.G155E | Q13618 | protein_coding | tolerated(1) | benign(0.438) | TCGA-A8-A09Z-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CUL3 | SNV | Missense_Mutation | novel | c.1855N>C | p.Glu619Gln | p.E619Q | Q13618 | protein_coding | tolerated(0.18) | possibly_damaging(0.541) | TCGA-BH-A0B6-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
CUL3 | SNV | Missense_Mutation | | c.1285N>A | p.Glu429Lys | p.E429K | Q13618 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-BH-A0EE-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Chemotherapy | docetaxel | SD |
CUL3 | insertion | Frame_Shift_Ins | novel | c.700_701insCACCTTTTATCTTCTGGATTAAATGTAAAATGAGACT | p.Ile234ThrfsTer19 | p.I234Tfs*19 | Q13618 | protein_coding | | | TCGA-AR-A0TU-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unspecific | Doxorubicin | SD |
CUL3 | insertion | Frame_Shift_Ins | novel | c.1358dupA | p.Asn453LysfsTer5 | p.N453Kfs*5 | Q13618 | protein_coding | | | TCGA-AR-A0U0-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CUL3 | SNV | Missense_Mutation | | c.124N>G | p.Gln42Glu | p.Q42E | Q13618 | protein_coding | tolerated(0.13) | possibly_damaging(0.803) | TCGA-C5-A7X5-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Chemotherapy | carboplatin | PD |
CUL3 | SNV | Missense_Mutation | novel | c.1880T>G | p.Leu627Arg | p.L627R | Q13618 | protein_coding | deleterious(0) | probably_damaging(0.997) | TCGA-ZJ-AAXT-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Unknown | Unknown | SD |
CUL3 | insertion | Frame_Shift_Ins | novel | c.892_893insACACA | p.Cys298TyrfsTer15 | p.C298Yfs*15 | Q13618 | protein_coding | | | TCGA-DS-A1OB-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | carboplatin | PD |