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/DST_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/DST_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/DST_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/DST_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal 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/DST_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
GC | ![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/GC/DST_pca_on_diff_genes.png) | CAG: Chronic atrophic gastritis |
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia |
CSG: Chronic superficial gastritis |
GC: Gastric cancer |
SIM: Severe intestinal metaplasia |
WIM: Wild intestinal metaplasia |
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/DST_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/DST_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/DST_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/DST_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/DST_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/DST_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:0008154111 | Thyroid | ATC | actin polymerization or depolymerization | 119/6293 | 218/18723 | 1.32e-10 | 4.08e-09 | 119 |
GO:003298422 | Thyroid | ATC | protein-containing complex disassembly | 121/6293 | 224/18723 | 2.25e-10 | 6.59e-09 | 121 |
GO:003070532 | Thyroid | ATC | cytoskeleton-dependent intracellular transport | 105/6293 | 195/18723 | 4.31e-09 | 9.70e-08 | 105 |
GO:0008064111 | Thyroid | ATC | regulation of actin polymerization or depolymerization | 101/6293 | 188/18723 | 9.88e-09 | 2.05e-07 | 101 |
GO:0030832111 | Thyroid | ATC | regulation of actin filament length | 101/6293 | 189/18723 | 1.43e-08 | 2.92e-07 | 101 |
GO:000722919 | Thyroid | ATC | integrin-mediated signaling pathway | 63/6293 | 107/18723 | 7.09e-08 | 1.24e-06 | 63 |
GO:001097022 | Thyroid | ATC | transport along microtubule | 83/6293 | 155/18723 | 2.38e-07 | 3.70e-06 | 83 |
GO:003432924 | Thyroid | ATC | cell junction assembly | 187/6293 | 420/18723 | 1.71e-06 | 2.08e-05 | 187 |
GO:003090133 | Thyroid | ATC | midbrain development | 51/6293 | 90/18723 | 5.79e-06 | 6.13e-05 | 51 |
GO:000327912 | Thyroid | ATC | cardiac septum development | 56/6293 | 103/18723 | 1.14e-05 | 1.11e-04 | 56 |
GO:004362412 | Thyroid | ATC | cellular protein complex disassembly | 69/6293 | 136/18723 | 2.66e-05 | 2.28e-04 | 69 |
GO:003112215 | Thyroid | ATC | cytoplasmic microtubule organization | 34/6293 | 56/18723 | 2.92e-05 | 2.45e-04 | 34 |
GO:009911112 | Thyroid | ATC | microtubule-based transport | 91/6293 | 190/18723 | 2.97e-05 | 2.48e-04 | 91 |
GO:000320512 | Thyroid | ATC | cardiac chamber development | 79/6293 | 161/18723 | 3.39e-05 | 2.80e-04 | 79 |
GO:005126111 | Thyroid | ATC | protein depolymerization | 59/6293 | 114/18723 | 4.74e-05 | 3.80e-04 | 59 |
GO:003090015 | Thyroid | ATC | forebrain development | 164/6293 | 379/18723 | 4.85e-05 | 3.87e-04 | 164 |
GO:000808822 | Thyroid | ATC | axo-dendritic transport | 42/6293 | 75/18723 | 5.50e-05 | 4.24e-04 | 42 |
GO:00487053 | Thyroid | ATC | skeletal system morphogenesis | 101/6293 | 220/18723 | 9.48e-05 | 6.93e-04 | 101 |
GO:009893012 | Thyroid | ATC | axonal transport | 36/6293 | 64/18723 | 1.62e-04 | 1.11e-03 | 36 |
GO:003004213 | Thyroid | ATC | actin filament depolymerization | 32/6293 | 59/18723 | 8.74e-04 | 4.72e-03 | 32 |
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 |
DST | SNV | Missense_Mutation | novel | c.3443N>T | p.Glu1148Val | p.E1148V | | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-A2-A0CR-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | CR |
DST | SNV | Missense_Mutation | novel | c.3442N>C | p.Glu1148Gln | p.E1148Q | | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-A2-A0CR-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | CR |
DST | SNV | Missense_Mutation | | c.10900N>A | p.Gln3634Lys | p.Q3634K | | protein_coding | deleterious(0.02) | benign(0.054) | TCGA-A2-A1FZ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unspecific | Arimidex | SD |
DST | SNV | Missense_Mutation | | c.6277N>A | p.Glu2093Lys | p.E2093K | | protein_coding | tolerated(0.09) | benign(0.087) | TCGA-A8-A06X-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
DST | SNV | Missense_Mutation | | c.15809C>A | p.Ser5270Tyr | p.S5270Y | | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-A8-A09W-01 | Breast | breast invasive carcinoma | Female | >=65 | III/IV | Unknown | Unknown | SD |
DST | SNV | Missense_Mutation | | c.9694N>T | p.Gly3232Trp | p.G3232W | | protein_coding | deleterious(0.01) | probably_damaging(0.914) | TCGA-A8-A09Z-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
DST | SNV | Missense_Mutation | rs758278474 | c.7219G>A | p.Ala2407Thr | p.A2407T | | protein_coding | tolerated(0.54) | benign(0.011) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
DST | SNV | Missense_Mutation | | c.6166G>C | p.Ala2056Pro | p.A2056P | | protein_coding | tolerated(0.44) | possibly_damaging(0.72) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
DST | SNV | Missense_Mutation | rs772972201 | c.8893G>A | p.Val2965Ile | p.V2965I | | protein_coding | tolerated(0.05) | benign(0.273) | TCGA-AN-A046-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
DST | SNV | Missense_Mutation | | c.5275G>A | p.Glu1759Lys | p.E1759K | | protein_coding | tolerated(0.43) | benign(0.404) | TCGA-AN-A046-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |