Tissue | Expression Dynamics | Abbreviation |
Breast | ![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/Breast/ENSA_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/ENSA_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/ENSA_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/ENSA_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/ENSA_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/ENSA_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/ENSA_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/ENSA_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/ENSA_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/ENSA_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/ENSA_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:00342849 | Breast | Precancer | response to monosaccharide | 29/1080 | 225/18723 | 4.19e-05 | 9.00e-04 | 29 |
GO:00097439 | Breast | Precancer | response to carbohydrate | 31/1080 | 253/18723 | 6.15e-05 | 1.25e-03 | 31 |
GO:00097469 | Breast | Precancer | response to hexose | 27/1080 | 219/18723 | 1.61e-04 | 2.69e-03 | 27 |
GO:00316679 | Breast | Precancer | response to nutrient levels | 47/1080 | 474/18723 | 2.09e-04 | 3.27e-03 | 47 |
GO:00097498 | Breast | Precancer | response to glucose | 25/1080 | 212/18723 | 5.46e-04 | 7.00e-03 | 25 |
GO:00353049 | Breast | Precancer | regulation of protein dephosphorylation | 14/1080 | 90/18723 | 6.16e-04 | 7.72e-03 | 14 |
GO:00507086 | Breast | Precancer | regulation of protein secretion | 28/1080 | 268/18723 | 1.76e-03 | 1.74e-02 | 28 |
GO:00158336 | Breast | Precancer | peptide transport | 27/1080 | 264/18723 | 2.84e-03 | 2.49e-02 | 27 |
GO:00353086 | Breast | Precancer | negative regulation of protein dephosphorylation | 7/1080 | 34/18723 | 2.84e-03 | 2.49e-02 | 7 |
GO:00900875 | Breast | Precancer | regulation of peptide transport | 22/1080 | 202/18723 | 3.14e-03 | 2.65e-02 | 22 |
GO:00300736 | Breast | Precancer | insulin secretion | 21/1080 | 195/18723 | 4.38e-03 | 3.42e-02 | 21 |
GO:00716926 | Breast | Precancer | protein localization to extracellular region | 34/1080 | 368/18723 | 4.65e-03 | 3.58e-02 | 34 |
GO:00075845 | Breast | Precancer | response to nutrient | 19/1080 | 174/18723 | 5.63e-03 | 4.08e-02 | 19 |
GO:00093067 | Breast | Precancer | protein secretion | 33/1080 | 359/18723 | 5.65e-03 | 4.08e-02 | 33 |
GO:00027915 | Breast | Precancer | regulation of peptide secretion | 21/1080 | 200/18723 | 5.86e-03 | 4.20e-02 | 21 |
GO:00355927 | Breast | Precancer | establishment of protein localization to extracellular region | 33/1080 | 360/18723 | 5.89e-03 | 4.21e-02 | 33 |
GO:00027904 | Breast | Precancer | peptide secretion | 24/1080 | 242/18723 | 6.87e-03 | 4.67e-02 | 24 |
GO:00507966 | Breast | Precancer | regulation of insulin secretion | 18/1080 | 165/18723 | 6.99e-03 | 4.71e-02 | 18 |
GO:003428414 | Breast | IDC | response to monosaccharide | 36/1434 | 225/18723 | 1.94e-05 | 4.83e-04 | 36 |
GO:003166714 | Breast | IDC | response to nutrient levels | 62/1434 | 474/18723 | 2.33e-05 | 5.57e-04 | 62 |
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 |
ENSA | SNV | Missense_Mutation | | c.5N>A | p.Ser2Tyr | p.S2Y | O43768 | protein_coding | deleterious_low_confidence(0) | probably_damaging(0.989) | TCGA-A2-A04U-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | SD |
ENSA | SNV | Missense_Mutation | | c.109N>G | p.Leu37Val | p.L37V | O43768 | protein_coding | deleterious(0.05) | probably_damaging(0.962) | TCGA-B6-A0IB-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unknown | Unknown | PD |
ENSA | insertion | Frame_Shift_Ins | novel | c.181_182insTGGTTAGGGAGGGAGAG | p.Gly61ValfsTer39 | p.G61Vfs*39 | O43768 | protein_coding | | | TCGA-AN-A0FX-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
ENSA | SNV | Missense_Mutation | novel | c.24G>T | p.Glu8Asp | p.E8D | O43768 | protein_coding | tolerated(0.15) | benign(0.009) | TCGA-AG-A002-01 | Colorectum | rectum adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | SD |
ENSA | insertion | Frame_Shift_Ins | novel | c.347_348insC | p.Gln117ThrfsTer21 | p.Q117Tfs*21 | O43768 | protein_coding | | | TCGA-AA-3492-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
ENSA | SNV | Missense_Mutation | | c.301N>A | p.Ala101Thr | p.A101T | O43768 | protein_coding | tolerated(0.13) | possibly_damaging(0.692) | TCGA-AX-A06D-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | III/IV | Chemotherapy | carboplatin | PD |
ENSA | SNV | Missense_Mutation | | c.301N>A | p.Ala101Thr | p.A101T | O43768 | protein_coding | tolerated(0.13) | possibly_damaging(0.692) | TCGA-AX-A06H-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | paclitaxel | SD |
ENSA | SNV | Missense_Mutation | novel | c.266C>T | p.Ala89Val | p.A89V | O43768 | protein_coding | deleterious(0.03) | benign(0.27) | TCGA-AX-A2HD-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | III/IV | Unknown | Unknown | SD |
ENSA | SNV | Missense_Mutation | rs759538315 | c.154G>A | p.Asp52Asn | p.D52N | O43768 | protein_coding | tolerated(0.14) | benign(0.07) | TCGA-B5-A11E-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
ENSA | SNV | Missense_Mutation | novel | c.24N>T | p.Glu8Asp | p.E8D | O43768 | protein_coding | tolerated(0.15) | benign(0.009) | TCGA-BK-A6W3-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |