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/NCL_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/NCL_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/NCL_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/NCL_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/NCL_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/NCL_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/NCL_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/NCL_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/NCL_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/NCL_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:004348410 | Cervix | CC | regulation of RNA splicing | 42/2311 | 148/18723 | 1.25e-07 | 6.24e-06 | 42 |
GO:19033119 | Cervix | CC | regulation of mRNA metabolic process | 64/2311 | 288/18723 | 1.71e-06 | 5.64e-05 | 64 |
GO:000641710 | Cervix | CC | regulation of translation | 89/2311 | 468/18723 | 1.86e-05 | 3.46e-04 | 89 |
GO:004802410 | Cervix | CC | regulation of mRNA splicing, via spliceosome | 28/2311 | 101/18723 | 2.41e-05 | 4.19e-04 | 28 |
GO:00713648 | Cervix | CC | cellular response to epidermal growth factor stimulus | 16/2311 | 45/18723 | 5.24e-05 | 7.83e-04 | 16 |
GO:00506849 | Cervix | CC | regulation of mRNA processing | 33/2311 | 137/18723 | 1.06e-04 | 1.35e-03 | 33 |
GO:00708498 | Cervix | CC | response to epidermal growth factor | 16/2311 | 49/18723 | 1.67e-04 | 1.99e-03 | 16 |
GO:19033136 | Cervix | CC | positive regulation of mRNA metabolic process | 29/2311 | 118/18723 | 1.86e-04 | 2.18e-03 | 29 |
GO:00331208 | Cervix | CC | positive regulation of RNA splicing | 13/2311 | 37/18723 | 2.99e-04 | 3.21e-03 | 13 |
GO:000838010 | Cervix | CC | RNA splicing | 76/2311 | 434/18723 | 9.79e-04 | 8.19e-03 | 76 |
GO:19908234 | Cervix | CC | response to leukemia inhibitory factor | 22/2311 | 95/18723 | 2.40e-03 | 1.70e-02 | 22 |
GO:19908304 | Cervix | CC | cellular response to leukemia inhibitory factor | 21/2311 | 94/18723 | 4.68e-03 | 2.82e-02 | 21 |
GO:000037710 | Cervix | CC | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 55/2311 | 320/18723 | 6.71e-03 | 3.70e-02 | 55 |
GO:000039810 | Cervix | CC | mRNA splicing, via spliceosome | 55/2311 | 320/18723 | 6.71e-03 | 3.70e-02 | 55 |
GO:000037510 | Cervix | CC | RNA splicing, via transesterification reactions | 55/2311 | 324/18723 | 8.61e-03 | 4.44e-02 | 55 |
GO:0008380 | Colorectum | AD | RNA splicing | 169/3918 | 434/18723 | 3.59e-18 | 2.04e-15 | 169 |
GO:0000377 | Colorectum | AD | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 130/3918 | 320/18723 | 5.88e-16 | 2.16e-13 | 130 |
GO:0000398 | Colorectum | AD | mRNA splicing, via spliceosome | 130/3918 | 320/18723 | 5.88e-16 | 2.16e-13 | 130 |
GO:0000375 | Colorectum | AD | RNA splicing, via transesterification reactions | 131/3918 | 324/18723 | 7.11e-16 | 2.22e-13 | 131 |
GO:1903311 | Colorectum | AD | regulation of mRNA metabolic process | 117/3918 | 288/18723 | 1.69e-14 | 4.23e-12 | 117 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0513022 | Liver | Cirrhotic | Pathogenic Escherichia coli infection | 88/2530 | 197/8465 | 6.48e-06 | 6.24e-05 | 3.84e-05 | 88 |
hsa0513032 | Liver | Cirrhotic | Pathogenic Escherichia coli infection | 88/2530 | 197/8465 | 6.48e-06 | 6.24e-05 | 3.84e-05 | 88 |
hsa0513042 | Liver | HCC | Pathogenic Escherichia coli infection | 129/4020 | 197/8465 | 2.02e-07 | 2.50e-06 | 1.39e-06 | 129 |
hsa0513052 | Liver | HCC | Pathogenic Escherichia coli infection | 129/4020 | 197/8465 | 2.02e-07 | 2.50e-06 | 1.39e-06 | 129 |
hsa0513030 | Oral cavity | OSCC | Pathogenic Escherichia coli infection | 129/3704 | 197/8465 | 4.32e-10 | 5.17e-09 | 2.63e-09 | 129 |
hsa05130114 | Oral cavity | OSCC | Pathogenic Escherichia coli infection | 129/3704 | 197/8465 | 4.32e-10 | 5.17e-09 | 2.63e-09 | 129 |
hsa05130210 | Oral cavity | LP | Pathogenic Escherichia coli infection | 87/2418 | 197/8465 | 1.71e-06 | 1.78e-05 | 1.15e-05 | 87 |
hsa0513038 | Oral cavity | LP | Pathogenic Escherichia coli infection | 87/2418 | 197/8465 | 1.71e-06 | 1.78e-05 | 1.15e-05 | 87 |
hsa0513045 | Oral cavity | EOLP | Pathogenic Escherichia coli infection | 54/1218 | 197/8465 | 1.10e-06 | 9.96e-06 | 5.87e-06 | 54 |
hsa0513055 | Oral cavity | EOLP | Pathogenic Escherichia coli infection | 54/1218 | 197/8465 | 1.10e-06 | 9.96e-06 | 5.87e-06 | 54 |
hsa0513063 | Oral cavity | NEOLP | Pathogenic Escherichia coli infection | 55/1112 | 197/8465 | 2.04e-08 | 4.32e-07 | 2.72e-07 | 55 |
hsa0513073 | Oral cavity | NEOLP | Pathogenic Escherichia coli infection | 55/1112 | 197/8465 | 2.04e-08 | 4.32e-07 | 2.72e-07 | 55 |
hsa0513028 | Prostate | BPH | Pathogenic Escherichia coli infection | 77/1718 | 197/8465 | 7.09e-10 | 1.11e-08 | 6.89e-09 | 77 |
hsa05130113 | Prostate | BPH | Pathogenic Escherichia coli infection | 77/1718 | 197/8465 | 7.09e-10 | 1.11e-08 | 6.89e-09 | 77 |
hsa0513029 | Prostate | Tumor | Pathogenic Escherichia coli infection | 77/1791 | 197/8465 | 5.20e-09 | 7.77e-08 | 4.82e-08 | 77 |
hsa0513037 | Prostate | Tumor | Pathogenic Escherichia coli infection | 77/1791 | 197/8465 | 5.20e-09 | 7.77e-08 | 4.82e-08 | 77 |
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 |
NCL | SNV | Missense_Mutation | novel | c.581A>G | p.Asp194Gly | p.D194G | P19338 | protein_coding | tolerated_low_confidence(0.07) | benign(0) | TCGA-A8-A083-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
NCL | SNV | Missense_Mutation | rs769718813 | c.511G>A | p.Glu171Lys | p.E171K | P19338 | protein_coding | tolerated_low_confidence(0.21) | benign(0.003) | TCGA-A8-A095-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | 5-fluorouracil | CR |
NCL | SNV | Missense_Mutation | | c.94N>A | p.Glu32Lys | p.E32K | P19338 | protein_coding | deleterious_low_confidence(0.01) | benign(0.257) | TCGA-A8-A0A7-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
NCL | SNV | Missense_Mutation | | c.2063N>A | p.Gly688Glu | p.G688E | P19338 | protein_coding | deleterious_low_confidence(0.01) | probably_damaging(0.999) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
NCL | SNV | Missense_Mutation | | c.2021N>T | p.Gly674Val | p.G674V | P19338 | protein_coding | deleterious_low_confidence(0.02) | probably_damaging(0.989) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
NCL | SNV | Missense_Mutation | novel | c.700G>A | p.Glu234Lys | p.E234K | P19338 | protein_coding | tolerated(0.37) | benign(0.005) | TCGA-BH-A18U-01 | Breast | breast invasive carcinoma | Female | >=65 | III/IV | Unknown | Unknown | SD |
NCL | SNV | Missense_Mutation | | c.1789N>T | p.Arg597Trp | p.R597W | P19338 | protein_coding | deleterious(0.03) | probably_damaging(0.983) | TCGA-C8-A27A-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | 5-fluorouracil | CR |
NCL | SNV | Missense_Mutation | | c.871N>G | p.Pro291Ala | p.P291A | P19338 | protein_coding | tolerated(0.07) | benign(0.1) | TCGA-D8-A1J8-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | nolvadex | SD |
NCL | SNV | Missense_Mutation | | c.368N>C | p.Gly123Ala | p.G123A | P19338 | protein_coding | tolerated_low_confidence(0.13) | benign(0.175) | TCGA-D8-A1XQ-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
NCL | SNV | Missense_Mutation | novel | c.790G>A | p.Glu264Lys | p.E264K | P19338 | protein_coding | tolerated(0.05) | benign(0.19) | TCGA-D8-A27G-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |