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/TPI1_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/TPI1_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/TPI1_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/TPI1_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/TPI1_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/TPI1_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/TPI1_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/TPI1_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/TPI1_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/TPI1_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/TPI1_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:00060066 | Breast | Precancer | glucose metabolic process | 23/1080 | 196/18723 | 9.54e-04 | 1.07e-02 | 23 |
GO:00059966 | Breast | Precancer | monosaccharide metabolic process | 27/1080 | 257/18723 | 1.94e-03 | 1.88e-02 | 27 |
GO:00193186 | Breast | Precancer | hexose metabolic process | 25/1080 | 237/18723 | 2.64e-03 | 2.36e-02 | 25 |
GO:004603414 | Breast | IDC | ATP metabolic process | 85/1434 | 277/18723 | 6.42e-30 | 1.82e-26 | 85 |
GO:000609113 | Breast | IDC | generation of precursor metabolites and energy | 103/1434 | 490/18723 | 1.53e-21 | 1.74e-18 | 103 |
GO:000915014 | Breast | IDC | purine ribonucleotide metabolic process | 55/1434 | 368/18723 | 1.30e-06 | 5.72e-05 | 55 |
GO:001969314 | Breast | IDC | ribose phosphate metabolic process | 58/1434 | 396/18723 | 1.31e-06 | 5.73e-05 | 58 |
GO:000675313 | Breast | IDC | nucleoside phosphate metabolic process | 68/1434 | 497/18723 | 2.01e-06 | 8.23e-05 | 68 |
GO:000911713 | Breast | IDC | nucleotide metabolic process | 67/1434 | 489/18723 | 2.28e-06 | 9.05e-05 | 67 |
GO:000925914 | Breast | IDC | ribonucleotide metabolic process | 56/1434 | 385/18723 | 2.47e-06 | 9.63e-05 | 56 |
GO:000616314 | Breast | IDC | purine nucleotide metabolic process | 56/1434 | 396/18723 | 5.90e-06 | 1.90e-04 | 56 |
GO:004693913 | Breast | IDC | nucleotide phosphorylation | 22/1434 | 101/18723 | 6.31e-06 | 1.98e-04 | 22 |
GO:007252114 | Breast | IDC | purine-containing compound metabolic process | 57/1434 | 416/18723 | 1.28e-05 | 3.31e-04 | 57 |
GO:000616513 | Breast | IDC | nucleoside diphosphate phosphorylation | 21/1434 | 99/18723 | 1.57e-05 | 3.94e-04 | 21 |
GO:000913213 | Breast | IDC | nucleoside diphosphate metabolic process | 23/1434 | 124/18723 | 6.08e-05 | 1.27e-03 | 23 |
GO:000609613 | Breast | IDC | glycolytic process | 17/1434 | 81/18723 | 1.13e-04 | 2.11e-03 | 17 |
GO:000675713 | Breast | IDC | ATP generation from ADP | 17/1434 | 82/18723 | 1.33e-04 | 2.40e-03 | 17 |
GO:000918513 | Breast | IDC | ribonucleoside diphosphate metabolic process | 20/1434 | 106/18723 | 1.41e-04 | 2.49e-03 | 20 |
GO:000609013 | Breast | IDC | pyruvate metabolic process | 19/1434 | 106/18723 | 4.05e-04 | 5.60e-03 | 19 |
GO:004603113 | Breast | IDC | ADP metabolic process | 17/1434 | 90/18723 | 4.27e-04 | 5.84e-03 | 17 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0001010 | Breast | Precancer | Glycolysis / Gluconeogenesis | 13/684 | 67/8465 | 2.39e-03 | 1.51e-02 | 1.16e-02 | 13 |
hsa0120012 | Breast | Precancer | Carbon metabolism | 18/684 | 115/8465 | 4.79e-03 | 2.75e-02 | 2.11e-02 | 18 |
hsa0001013 | Breast | Precancer | Glycolysis / Gluconeogenesis | 13/684 | 67/8465 | 2.39e-03 | 1.51e-02 | 1.16e-02 | 13 |
hsa0120013 | Breast | Precancer | Carbon metabolism | 18/684 | 115/8465 | 4.79e-03 | 2.75e-02 | 2.11e-02 | 18 |
hsa01200 | Colorectum | AD | Carbon metabolism | 55/2092 | 115/8465 | 5.53e-08 | 8.42e-07 | 5.37e-07 | 55 |
hsa00010 | Colorectum | AD | Glycolysis / Gluconeogenesis | 34/2092 | 67/8465 | 3.63e-06 | 4.34e-05 | 2.77e-05 | 34 |
hsa00051 | Colorectum | AD | Fructose and mannose metabolism | 17/2092 | 34/8465 | 1.25e-03 | 8.02e-03 | 5.12e-03 | 17 |
hsa01230 | Colorectum | AD | Biosynthesis of amino acids | 28/2092 | 75/8465 | 9.99e-03 | 3.89e-02 | 2.48e-02 | 28 |
hsa012001 | Colorectum | AD | Carbon metabolism | 55/2092 | 115/8465 | 5.53e-08 | 8.42e-07 | 5.37e-07 | 55 |
hsa000101 | Colorectum | AD | Glycolysis / Gluconeogenesis | 34/2092 | 67/8465 | 3.63e-06 | 4.34e-05 | 2.77e-05 | 34 |
hsa000511 | Colorectum | AD | Fructose and mannose metabolism | 17/2092 | 34/8465 | 1.25e-03 | 8.02e-03 | 5.12e-03 | 17 |
hsa012301 | Colorectum | AD | Biosynthesis of amino acids | 28/2092 | 75/8465 | 9.99e-03 | 3.89e-02 | 2.48e-02 | 28 |
hsa012002 | Colorectum | SER | Carbon metabolism | 40/1580 | 115/8465 | 2.77e-05 | 3.41e-04 | 2.47e-04 | 40 |
hsa000102 | Colorectum | SER | Glycolysis / Gluconeogenesis | 24/1580 | 67/8465 | 6.62e-04 | 5.36e-03 | 3.89e-03 | 24 |
hsa012302 | Colorectum | SER | Biosynthesis of amino acids | 23/1580 | 75/8465 | 8.11e-03 | 4.14e-02 | 3.01e-02 | 23 |
hsa012003 | Colorectum | SER | Carbon metabolism | 40/1580 | 115/8465 | 2.77e-05 | 3.41e-04 | 2.47e-04 | 40 |
hsa000103 | Colorectum | SER | Glycolysis / Gluconeogenesis | 24/1580 | 67/8465 | 6.62e-04 | 5.36e-03 | 3.89e-03 | 24 |
hsa012303 | Colorectum | SER | Biosynthesis of amino acids | 23/1580 | 75/8465 | 8.11e-03 | 4.14e-02 | 3.01e-02 | 23 |
hsa012004 | Colorectum | MSS | Carbon metabolism | 43/1875 | 115/8465 | 1.37e-04 | 1.17e-03 | 7.19e-04 | 43 |
hsa000104 | Colorectum | MSS | Glycolysis / Gluconeogenesis | 28/1875 | 67/8465 | 2.36e-04 | 1.81e-03 | 1.11e-03 | 28 |
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 |
TPI1 | SNV | Missense_Mutation | novel | c.856C>A | p.Gln286Lys | p.Q286K | P60174 | protein_coding | tolerated_low_confidence(0.25) | benign(0) | TCGA-A8-A06X-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
TPI1 | SNV | Missense_Mutation | | c.394N>A | p.Gly132Arg | p.G132R | P60174 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-AN-A0FT-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
TPI1 | insertion | Nonsense_Mutation | novel | c.838_839insGTCTTACTTAGGCCAGCTTCTTGTTCTAGGCCCAGGAAGT | p.Asp280GlyfsTer4 | p.D280Gfs*4 | P60174 | protein_coding | | | TCGA-A8-A09C-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
TPI1 | SNV | Missense_Mutation | novel | c.479N>A | p.Gly160Glu | p.G160E | P60174 | protein_coding | tolerated(0.05) | benign(0.069) | TCGA-DS-A1OB-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | carboplatin | PD |
TPI1 | insertion | Nonsense_Mutation | novel | c.777_778insTAAGT | p.Ser260Ter | p.S260* | P60174 | protein_coding | | | TCGA-DS-A1OB-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | carboplatin | PD |
TPI1 | insertion | Nonsense_Mutation | novel | c.777_778insTAAGTA | p.Ala259_Ser260insTer | p.A259_S260ins* | P60174 | protein_coding | | | TCGA-DS-A1OD-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | SD |
TPI1 | SNV | Missense_Mutation | | c.823N>G | p.Lys275Glu | p.K275E | P60174 | protein_coding | deleterious(0.01) | benign(0.146) | TCGA-AA-3715-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | PD |
TPI1 | SNV | Missense_Mutation | | c.519N>C | p.Glu173Asp | p.E173D | P60174 | protein_coding | deleterious(0.01) | benign(0.399) | TCGA-AA-A00N-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | PD |
TPI1 | SNV | Missense_Mutation | rs782032967 | c.108C>G | p.Ser36Arg | p.S36R | P60174 | protein_coding | tolerated_low_confidence(0.13) | benign(0.024) | TCGA-CM-6674-01 | Colorectum | colon adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | SD |
TPI1 | SNV | Missense_Mutation | | c.143N>A | p.Gly48Glu | p.G48E | P60174 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-G4-6304-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Chemotherapy | fluorouracil | PD |