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:00018891 | Colorectum | SER | liver development | 44/2897 | 147/18723 | 6.73e-06 | 2.35e-04 | 44 |
GO:00510171 | Colorectum | SER | actin filament bundle assembly | 46/2897 | 157/18723 | 7.88e-06 | 2.69e-04 | 46 |
GO:00359661 | Colorectum | SER | response to topologically incorrect protein | 46/2897 | 159/18723 | 1.14e-05 | 3.63e-04 | 46 |
GO:00359671 | Colorectum | SER | cellular response to topologically incorrect protein | 36/2897 | 116/18723 | 1.88e-05 | 5.51e-04 | 36 |
GO:00069001 | Colorectum | SER | vesicle budding from membrane | 23/2897 | 61/18723 | 1.95e-05 | 5.66e-04 | 23 |
GO:00002091 | Colorectum | SER | protein polyubiquitination | 58/2897 | 236/18723 | 1.69e-04 | 3.18e-03 | 58 |
GO:00160551 | Colorectum | SER | Wnt signaling pathway | 97/2897 | 444/18723 | 2.02e-04 | 3.68e-03 | 97 |
GO:00009101 | Colorectum | SER | cytokinesis | 45/2897 | 173/18723 | 2.28e-04 | 3.93e-03 | 45 |
GO:01987381 | Colorectum | SER | cell-cell signaling by wnt | 97/2897 | 446/18723 | 2.39e-04 | 4.11e-03 | 97 |
GO:00516501 | Colorectum | SER | establishment of vesicle localization | 42/2897 | 161/18723 | 3.38e-04 | 5.35e-03 | 42 |
GO:00160501 | Colorectum | SER | vesicle organization | 69/2897 | 300/18723 | 3.59e-04 | 5.61e-03 | 69 |
GO:00065151 | Colorectum | SER | protein quality control for misfolded or incompletely synthesized proteins | 12/2897 | 28/18723 | 4.92e-04 | 7.02e-03 | 12 |
GO:00068881 | Colorectum | SER | endoplasmic reticulum to Golgi vesicle-mediated transport | 34/2897 | 130/18723 | 1.13e-03 | 1.29e-02 | 34 |
GO:00300381 | Colorectum | SER | contractile actin filament bundle assembly | 29/2897 | 106/18723 | 1.19e-03 | 1.36e-02 | 29 |
GO:00431491 | Colorectum | SER | stress fiber assembly | 29/2897 | 106/18723 | 1.19e-03 | 1.36e-02 | 29 |
GO:00516481 | Colorectum | SER | vesicle localization | 43/2897 | 177/18723 | 1.41e-03 | 1.53e-02 | 43 |
GO:00017011 | Colorectum | SER | in utero embryonic development | 77/2897 | 367/18723 | 2.77e-03 | 2.48e-02 | 77 |
GO:1903322 | Colorectum | SER | positive regulation of protein modification by small protein conjugation or removal | 34/2897 | 138/18723 | 3.30e-03 | 2.83e-02 | 34 |
GO:00073691 | Colorectum | SER | gastrulation | 43/2897 | 185/18723 | 3.44e-03 | 2.92e-02 | 43 |
GO:00310321 | Colorectum | SER | actomyosin structure organization | 45/2897 | 196/18723 | 3.60e-03 | 3.03e-02 | 45 |
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 |