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:190332016 | Endometrium | AEH | regulation of protein modification by small protein conjugation or removal | 67/2100 | 242/18723 | 1.10e-12 | 2.26e-10 | 67 |
GO:003164716 | Endometrium | AEH | regulation of protein stability | 77/2100 | 298/18723 | 1.13e-12 | 2.26e-10 | 77 |
GO:009719316 | Endometrium | AEH | intrinsic apoptotic signaling pathway | 75/2100 | 288/18723 | 1.46e-12 | 2.83e-10 | 75 |
GO:001049816 | Endometrium | AEH | proteasomal protein catabolic process | 108/2100 | 490/18723 | 2.73e-12 | 4.67e-10 | 108 |
GO:000701516 | Endometrium | AEH | actin filament organization | 98/2100 | 442/18723 | 1.99e-11 | 2.98e-09 | 98 |
GO:003139616 | Endometrium | AEH | regulation of protein ubiquitination | 57/2100 | 210/18723 | 1.24e-10 | 1.40e-08 | 57 |
GO:004316116 | Endometrium | AEH | proteasome-mediated ubiquitin-dependent protein catabolic process | 88/2100 | 412/18723 | 1.54e-09 | 1.36e-07 | 88 |
GO:00072296 | Endometrium | AEH | integrin-mediated signaling pathway | 32/2100 | 107/18723 | 1.24e-07 | 5.80e-06 | 32 |
GO:00516568 | Endometrium | AEH | establishment of organelle localization | 77/2100 | 390/18723 | 4.89e-07 | 1.94e-05 | 77 |
GO:00160558 | Endometrium | AEH | Wnt signaling pathway | 85/2100 | 444/18723 | 4.99e-07 | 1.97e-05 | 85 |
GO:01987388 | Endometrium | AEH | cell-cell signaling by wnt | 85/2100 | 446/18723 | 6.07e-07 | 2.29e-05 | 85 |
GO:00017019 | Endometrium | AEH | in utero embryonic development | 73/2100 | 367/18723 | 7.18e-07 | 2.63e-05 | 73 |
GO:003103210 | Endometrium | AEH | actomyosin structure organization | 46/2100 | 196/18723 | 8.00e-07 | 2.91e-05 | 46 |
GO:004873216 | Endometrium | AEH | gland development | 83/2100 | 436/18723 | 8.62e-07 | 3.11e-05 | 83 |
GO:005101716 | Endometrium | AEH | actin filament bundle assembly | 39/2100 | 157/18723 | 1.21e-06 | 3.91e-05 | 39 |
GO:000690015 | Endometrium | AEH | vesicle budding from membrane | 21/2100 | 61/18723 | 1.43e-06 | 4.60e-05 | 21 |
GO:003596616 | Endometrium | AEH | response to topologically incorrect protein | 39/2100 | 159/18723 | 1.69e-06 | 5.23e-05 | 39 |
GO:006157216 | Endometrium | AEH | actin filament bundle organization | 39/2100 | 161/18723 | 2.36e-06 | 6.86e-05 | 39 |
GO:00481939 | Endometrium | AEH | Golgi vesicle transport | 60/2100 | 296/18723 | 3.65e-06 | 9.79e-05 | 60 |
GO:00709367 | Endometrium | AEH | protein K48-linked ubiquitination | 21/2100 | 65/18723 | 4.56e-06 | 1.18e-04 | 21 |
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 |