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/ALDOA_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/ALDOA_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/ALDOA_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/ALDOA_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/ALDOA_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/ALDOA_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/ALDOA_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/ALDOA_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/ALDOA_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/ALDOA_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/ALDOA_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/ALDOA_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:000918522 | Liver | HCC | ribonucleoside diphosphate metabolic process | 72/7958 | 106/18723 | 1.05e-07 | 2.03e-06 | 72 |
GO:004603122 | Liver | HCC | ADP metabolic process | 63/7958 | 90/18723 | 1.17e-07 | 2.25e-06 | 63 |
GO:000914112 | Liver | HCC | nucleoside triphosphate metabolic process | 75/7958 | 112/18723 | 1.43e-07 | 2.67e-06 | 75 |
GO:000913522 | Liver | HCC | purine nucleoside diphosphate metabolic process | 70/7958 | 103/18723 | 1.52e-07 | 2.82e-06 | 70 |
GO:000917922 | Liver | HCC | purine ribonucleoside diphosphate metabolic process | 70/7958 | 103/18723 | 1.52e-07 | 2.82e-06 | 70 |
GO:004639012 | Liver | HCC | ribose phosphate biosynthetic process | 116/7958 | 190/18723 | 1.79e-07 | 3.29e-06 | 116 |
GO:000913222 | Liver | HCC | nucleoside diphosphate metabolic process | 81/7958 | 124/18723 | 2.34e-07 | 4.17e-06 | 81 |
GO:000926012 | Liver | HCC | ribonucleotide biosynthetic process | 111/7958 | 182/18723 | 3.53e-07 | 6.03e-06 | 111 |
GO:004693922 | Liver | HCC | nucleotide phosphorylation | 68/7958 | 101/18723 | 3.95e-07 | 6.70e-06 | 68 |
GO:000616522 | Liver | HCC | nucleoside diphosphate phosphorylation | 66/7958 | 99/18723 | 1.01e-06 | 1.52e-05 | 66 |
GO:000609622 | Liver | HCC | glycolytic process | 56/7958 | 81/18723 | 1.11e-06 | 1.65e-05 | 56 |
GO:000675722 | Liver | HCC | ATP generation from ADP | 56/7958 | 82/18723 | 2.06e-06 | 2.83e-05 | 56 |
GO:000914212 | Liver | HCC | nucleoside triphosphate biosynthetic process | 57/7958 | 85/18723 | 4.10e-06 | 5.27e-05 | 57 |
GO:000915212 | Liver | HCC | purine ribonucleotide biosynthetic process | 101/7958 | 169/18723 | 4.30e-06 | 5.50e-05 | 101 |
GO:000836022 | Liver | HCC | regulation of cell shape | 92/7958 | 154/18723 | 1.15e-05 | 1.31e-04 | 92 |
GO:00091995 | Liver | HCC | ribonucleoside triphosphate metabolic process | 58/7958 | 89/18723 | 1.31e-05 | 1.45e-04 | 58 |
GO:000914412 | Liver | HCC | purine nucleoside triphosphate metabolic process | 57/7958 | 88/18723 | 2.03e-05 | 2.17e-04 | 57 |
GO:007252212 | Liver | HCC | purine-containing compound biosynthetic process | 114/7958 | 200/18723 | 2.36e-05 | 2.49e-04 | 114 |
GO:00092015 | Liver | HCC | ribonucleoside triphosphate biosynthetic process | 49/7958 | 74/18723 | 3.21e-05 | 3.26e-04 | 49 |
GO:000920512 | Liver | HCC | purine ribonucleoside triphosphate metabolic process | 52/7958 | 82/18723 | 1.06e-04 | 9.08e-04 | 52 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
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 |
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 |
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 |
hsa040662 | Colorectum | SER | HIF-1 signaling pathway | 36/1580 | 109/8465 | 2.27e-04 | 2.15e-03 | 1.56e-03 | 36 |
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 |
hsa040663 | Colorectum | SER | HIF-1 signaling pathway | 36/1580 | 109/8465 | 2.27e-04 | 2.15e-03 | 1.56e-03 | 36 |
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 |
hsa040664 | Colorectum | MSS | HIF-1 signaling pathway | 39/1875 | 109/8465 | 7.61e-04 | 5.00e-03 | 3.06e-03 | 39 |
hsa012005 | Colorectum | MSS | Carbon metabolism | 43/1875 | 115/8465 | 1.37e-04 | 1.17e-03 | 7.19e-04 | 43 |
hsa000105 | Colorectum | MSS | Glycolysis / Gluconeogenesis | 28/1875 | 67/8465 | 2.36e-04 | 1.81e-03 | 1.11e-03 | 28 |
hsa040665 | Colorectum | MSS | HIF-1 signaling pathway | 39/1875 | 109/8465 | 7.61e-04 | 5.00e-03 | 3.06e-03 | 39 |
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 |
ALDOA | SNV | Missense_Mutation | | c.641C>T | p.Ser214Leu | p.S214L | P04075 | protein_coding | deleterious(0) | possibly_damaging(0.833) | TCGA-A8-A06Q-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
ALDOA | SNV | Missense_Mutation | | c.987G>C | p.Gln329His | p.Q329H | P04075 | protein_coding | deleterious(0) | probably_damaging(0.991) | TCGA-A8-A09I-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | anastrozole | SD |
ALDOA | SNV | Missense_Mutation | | c.490N>C | p.Asp164His | p.D164H | P04075 | protein_coding | deleterious(0) | probably_damaging(0.985) | TCGA-BH-A0BZ-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Chemotherapy | doxorubicin | CR |
ALDOA | SNV | Missense_Mutation | | c.562N>G | p.Arg188Gly | p.R188G | P04075 | protein_coding | deleterious(0) | probably_damaging(0.989) | TCGA-BH-A0HL-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cyclophosphamide | SD |
ALDOA | SNV | Missense_Mutation | rs201658390 | c.929C>T | p.Ala310Val | p.A310V | P04075 | protein_coding | tolerated(0.12) | benign(0.091) | TCGA-BH-A18G-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
ALDOA | SNV | Missense_Mutation | | c.817N>A | p.Asp273Asn | p.D273N | P04075 | protein_coding | deleterious(0) | benign(0.036) | TCGA-D8-A27G-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
ALDOA | insertion | Frame_Shift_Ins | novel | c.678_679insT | p.Arg227SerfsTer18 | p.R227Sfs*18 | P04075 | protein_coding | | | TCGA-A2-A0CQ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | SD |
ALDOA | insertion | Nonsense_Mutation | novel | c.679_680insTCAGAAGCTCAGGGAAGTGAAGT | p.Arg227LeufsTer7 | p.R227Lfs*7 | P04075 | protein_coding | | | TCGA-A2-A0CQ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | SD |
ALDOA | insertion | Nonsense_Mutation | novel | c.1253_1254insGAGTCCACTGGTGCGGGCAGGAGACAGAATGGG | p.Tyr418delinsTer | p.Y418delins* | P04075 | protein_coding | | | TCGA-AR-A0TY-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unspecific | Paclitaxel | PD |
ALDOA | SNV | Missense_Mutation | rs756789043 | c.1249G>A | p.Ala417Thr | p.A417T | P04075 | protein_coding | tolerated(0.18) | possibly_damaging(0.868) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |