Tissue | Expression Dynamics | Abbreviation |
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/CAT_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/CAT_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/CAT_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/CAT_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/CAT_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/CAT_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/CAT_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/CAT_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:001943911 | Liver | Cirrhotic | aromatic compound catabolic process | 202/4634 | 467/18723 | 6.93e-19 | 1.28e-16 | 202 |
GO:004427011 | Liver | Cirrhotic | cellular nitrogen compound catabolic process | 195/4634 | 451/18723 | 2.99e-18 | 4.94e-16 | 195 |
GO:004670011 | Liver | Cirrhotic | heterocycle catabolic process | 192/4634 | 445/18723 | 7.17e-18 | 1.12e-15 | 192 |
GO:000820211 | Liver | Cirrhotic | steroid metabolic process | 143/4634 | 319/18723 | 2.79e-15 | 3.18e-13 | 143 |
GO:000188912 | Liver | Cirrhotic | liver development | 81/4634 | 147/18723 | 2.99e-15 | 3.35e-13 | 81 |
GO:006100812 | Liver | Cirrhotic | hepaticobiliary system development | 82/4634 | 150/18723 | 3.72e-15 | 4.09e-13 | 82 |
GO:003465511 | Liver | Cirrhotic | nucleobase-containing compound catabolic process | 171/4634 | 407/18723 | 9.07e-15 | 9.33e-13 | 171 |
GO:000663112 | Liver | Cirrhotic | fatty acid metabolic process | 165/4634 | 390/18723 | 1.29e-14 | 1.26e-12 | 165 |
GO:001605312 | Liver | Cirrhotic | organic acid biosynthetic process | 139/4634 | 316/18723 | 4.28e-14 | 3.83e-12 | 139 |
GO:004639412 | Liver | Cirrhotic | carboxylic acid biosynthetic process | 137/4634 | 314/18723 | 1.40e-13 | 1.14e-11 | 137 |
GO:19026521 | Liver | Cirrhotic | secondary alcohol metabolic process | 75/4634 | 147/18723 | 5.62e-12 | 3.91e-10 | 75 |
GO:000675312 | Liver | Cirrhotic | nucleoside phosphate metabolic process | 190/4634 | 497/18723 | 1.10e-11 | 6.96e-10 | 190 |
GO:000911712 | Liver | Cirrhotic | nucleotide metabolic process | 187/4634 | 489/18723 | 1.55e-11 | 9.63e-10 | 187 |
GO:004428211 | Liver | Cirrhotic | small molecule catabolic process | 151/4634 | 376/18723 | 2.20e-11 | 1.34e-09 | 151 |
GO:001003812 | Liver | Cirrhotic | response to metal ion | 150/4634 | 373/18723 | 2.27e-11 | 1.37e-09 | 150 |
GO:00082031 | Liver | Cirrhotic | cholesterol metabolic process | 70/4634 | 137/18723 | 2.59e-11 | 1.55e-09 | 70 |
GO:000030212 | Liver | Cirrhotic | response to reactive oxygen species | 100/4634 | 222/18723 | 2.92e-11 | 1.73e-09 | 100 |
GO:00161251 | Liver | Cirrhotic | sterol metabolic process | 75/4634 | 152/18723 | 4.54e-11 | 2.61e-09 | 75 |
GO:001969312 | Liver | Cirrhotic | ribose phosphate metabolic process | 156/4634 | 396/18723 | 5.83e-11 | 3.23e-09 | 156 |
GO:000606612 | Liver | Cirrhotic | alcohol metabolic process | 141/4634 | 353/18723 | 1.57e-10 | 8.03e-09 | 141 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa05208 | Colorectum | AD | Chemical carcinogenesis - reactive oxygen species | 126/2092 | 223/8465 | 1.01e-24 | 1.68e-22 | 1.07e-22 | 126 |
hsa05014 | Colorectum | AD | Amyotrophic lateral sclerosis | 164/2092 | 364/8465 | 4.28e-18 | 1.27e-16 | 8.09e-17 | 164 |
hsa05022 | Colorectum | AD | Pathways of neurodegeneration - multiple diseases | 201/2092 | 476/8465 | 4.54e-18 | 1.27e-16 | 8.09e-17 | 201 |
hsa01200 | Colorectum | AD | Carbon metabolism | 55/2092 | 115/8465 | 5.53e-08 | 8.42e-07 | 5.37e-07 | 55 |
hsa04213 | Colorectum | AD | Longevity regulating pathway - multiple species | 27/2092 | 62/8465 | 8.72e-04 | 5.96e-03 | 3.80e-03 | 27 |
hsa04211 | Colorectum | AD | Longevity regulating pathway | 33/2092 | 89/8465 | 6.15e-03 | 2.68e-02 | 1.71e-02 | 33 |
hsa00630 | Colorectum | AD | Glyoxylate and dicarboxylate metabolism | 14/2092 | 30/8465 | 7.25e-03 | 2.97e-02 | 1.89e-02 | 14 |
hsa052081 | Colorectum | AD | Chemical carcinogenesis - reactive oxygen species | 126/2092 | 223/8465 | 1.01e-24 | 1.68e-22 | 1.07e-22 | 126 |
hsa050141 | Colorectum | AD | Amyotrophic lateral sclerosis | 164/2092 | 364/8465 | 4.28e-18 | 1.27e-16 | 8.09e-17 | 164 |
hsa050221 | Colorectum | AD | Pathways of neurodegeneration - multiple diseases | 201/2092 | 476/8465 | 4.54e-18 | 1.27e-16 | 8.09e-17 | 201 |
hsa012001 | Colorectum | AD | Carbon metabolism | 55/2092 | 115/8465 | 5.53e-08 | 8.42e-07 | 5.37e-07 | 55 |
hsa042131 | Colorectum | AD | Longevity regulating pathway - multiple species | 27/2092 | 62/8465 | 8.72e-04 | 5.96e-03 | 3.80e-03 | 27 |
hsa042111 | Colorectum | AD | Longevity regulating pathway | 33/2092 | 89/8465 | 6.15e-03 | 2.68e-02 | 1.71e-02 | 33 |
hsa006301 | Colorectum | AD | Glyoxylate and dicarboxylate metabolism | 14/2092 | 30/8465 | 7.25e-03 | 2.97e-02 | 1.89e-02 | 14 |
hsa050222 | Colorectum | SER | Pathways of neurodegeneration - multiple diseases | 168/1580 | 476/8465 | 6.23e-19 | 2.07e-17 | 1.50e-17 | 168 |
hsa050142 | Colorectum | SER | Amyotrophic lateral sclerosis | 138/1580 | 364/8465 | 9.89e-19 | 2.99e-17 | 2.17e-17 | 138 |
hsa050223 | Colorectum | SER | Pathways of neurodegeneration - multiple diseases | 168/1580 | 476/8465 | 6.23e-19 | 2.07e-17 | 1.50e-17 | 168 |
hsa050143 | Colorectum | SER | Amyotrophic lateral sclerosis | 138/1580 | 364/8465 | 9.89e-19 | 2.99e-17 | 2.17e-17 | 138 |
hsa052084 | Colorectum | MSS | Chemical carcinogenesis - reactive oxygen species | 118/1875 | 223/8465 | 2.71e-24 | 4.54e-22 | 2.78e-22 | 118 |
hsa050224 | Colorectum | MSS | Pathways of neurodegeneration - multiple diseases | 192/1875 | 476/8465 | 2.79e-20 | 1.04e-18 | 6.36e-19 | 192 |
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 |
CAT | SNV | Missense_Mutation | rs573379158 | c.1559N>T | p.Ala520Val | p.A520V | P04040 | protein_coding | tolerated_low_confidence(0.11) | benign(0) | TCGA-E2-A153-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | SD |
CAT | insertion | Nonsense_Mutation | novel | c.883_884insTGTATTCTATTATTTGAATTTTTACACTC | p.Asn295MetfsTer6 | p.N295Mfs*6 | P04040 | protein_coding | | | TCGA-A8-A07L-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Chemotherapy | | CR |
CAT | SNV | Missense_Mutation | rs756388518 | c.385N>T | p.Pro129Ser | p.P129S | P04040 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
CAT | SNV | Missense_Mutation | rs573379158 | c.1559C>T | p.Ala520Val | p.A520V | P04040 | protein_coding | tolerated_low_confidence(0.11) | benign(0) | TCGA-EA-A3HU-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
CAT | SNV | Missense_Mutation | | c.988N>A | p.Glu330Lys | p.E330K | P04040 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-FU-A23K-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Unknown | Unknown | SD |
CAT | SNV | Missense_Mutation | | c.415N>A | p.Glu139Lys | p.E139K | P04040 | protein_coding | deleterious(0.01) | possibly_damaging(0.552) | TCGA-VS-A9UP-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | PD |
CAT | SNV | Missense_Mutation | rs752948472 | c.380N>A | p.Arg127Gln | p.R127Q | P04040 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-AA-3984-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
CAT | SNV | Missense_Mutation | rs777189700 | c.1145N>A | p.Arg382Gln | p.R382Q | P04040 | protein_coding | tolerated(0.26) | benign(0.015) | TCGA-AZ-4313-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
CAT | SNV | Missense_Mutation | rs778007071 | c.749N>T | p.Ala250Val | p.A250V | P04040 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-AZ-6598-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CAT | SNV | Missense_Mutation | novel | c.468N>T | p.Arg156Ser | p.R156S | P04040 | protein_coding | deleterious(0.02) | possibly_damaging(0.631) | TCGA-AG-3892-01 | Colorectum | rectum adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD |