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/C2_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/C2_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
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/C2_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
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/C2_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:0001933110 | Oral cavity | LP | negative regulation of protein phosphorylation | 117/4623 | 342/18723 | 4.34e-05 | 6.22e-04 | 117 |
GO:001050711 | Oral cavity | LP | negative regulation of autophagy | 38/4623 | 85/18723 | 4.36e-05 | 6.24e-04 | 38 |
GO:200027818 | Oral cavity | LP | regulation of DNA biosynthetic process | 45/4623 | 106/18723 | 4.42e-05 | 6.30e-04 | 45 |
GO:003166919 | Oral cavity | LP | cellular response to nutrient levels | 79/4623 | 215/18723 | 5.16e-05 | 7.21e-04 | 79 |
GO:000675319 | Oral cavity | LP | nucleoside phosphate metabolic process | 161/4623 | 497/18723 | 5.31e-05 | 7.39e-04 | 161 |
GO:190199012 | Oral cavity | LP | regulation of mitotic cell cycle phase transition | 104/4623 | 299/18723 | 5.34e-05 | 7.41e-04 | 104 |
GO:000646919 | Oral cavity | LP | negative regulation of protein kinase activity | 78/4623 | 212/18723 | 5.45e-05 | 7.55e-04 | 78 |
GO:003112311 | Oral cavity | LP | RNA 3'-end processing | 48/4623 | 116/18723 | 5.51e-05 | 7.58e-04 | 48 |
GO:009873212 | Oral cavity | LP | macromolecule deacylation | 48/4623 | 116/18723 | 5.51e-05 | 7.58e-04 | 48 |
GO:004828412 | Oral cavity | LP | organelle fusion | 56/4623 | 141/18723 | 5.55e-05 | 7.62e-04 | 56 |
GO:000689214 | Oral cavity | LP | post-Golgi vesicle-mediated transport | 44/4623 | 104/18723 | 5.90e-05 | 8.05e-04 | 44 |
GO:000649711 | Oral cavity | LP | protein lipidation | 40/4623 | 92/18723 | 6.04e-05 | 8.20e-04 | 40 |
GO:005149519 | Oral cavity | LP | positive regulation of cytoskeleton organization | 82/4623 | 226/18723 | 6.26e-05 | 8.46e-04 | 82 |
GO:0001666110 | Oral cavity | LP | response to hypoxia | 106/4623 | 307/18723 | 6.38e-05 | 8.61e-04 | 106 |
GO:004358816 | Oral cavity | LP | skin development | 93/4623 | 263/18723 | 6.47e-05 | 8.70e-04 | 93 |
GO:0032535110 | Oral cavity | LP | regulation of cellular component size | 128/4623 | 383/18723 | 6.56e-05 | 8.80e-04 | 128 |
GO:003304415 | Oral cavity | LP | regulation of chromosome organization | 70/4623 | 187/18723 | 6.89e-05 | 9.22e-04 | 70 |
GO:0009117110 | Oral cavity | LP | nucleotide metabolic process | 158/4623 | 489/18723 | 7.17e-05 | 9.49e-04 | 158 |
GO:004206313 | Oral cavity | LP | gliogenesis | 104/4623 | 301/18723 | 7.21e-05 | 9.49e-04 | 104 |
GO:00070591 | Oral cavity | LP | chromosome segregation | 117/4623 | 346/18723 | 7.61e-05 | 9.91e-04 | 117 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa051714 | Colorectum | MSS | Coronavirus disease - COVID-19 | 108/1875 | 232/8465 | 6.50e-17 | 1.67e-15 | 1.03e-15 | 108 |
hsa051715 | Colorectum | MSS | Coronavirus disease - COVID-19 | 108/1875 | 232/8465 | 6.50e-17 | 1.67e-15 | 1.03e-15 | 108 |
hsa051716 | Colorectum | MSI-H | Coronavirus disease - COVID-19 | 91/797 | 232/8465 | 2.21e-35 | 3.58e-33 | 3.00e-33 | 91 |
hsa051717 | Colorectum | MSI-H | Coronavirus disease - COVID-19 | 91/797 | 232/8465 | 2.21e-35 | 3.58e-33 | 3.00e-33 | 91 |
hsa0517122 | Liver | Cirrhotic | Coronavirus disease - COVID-19 | 136/2530 | 232/8465 | 3.28e-20 | 1.82e-18 | 1.12e-18 | 136 |
hsa046102 | Liver | Cirrhotic | Complement and coagulation cascades | 48/2530 | 86/8465 | 4.41e-07 | 5.44e-06 | 3.35e-06 | 48 |
hsa05133 | Liver | Cirrhotic | Pertussis | 37/2530 | 76/8465 | 4.17e-04 | 2.57e-03 | 1.58e-03 | 37 |
hsa04936 | Liver | Cirrhotic | Alcoholic liver disease | 60/2530 | 142/8465 | 1.07e-03 | 5.85e-03 | 3.61e-03 | 60 |
hsa0517132 | Liver | Cirrhotic | Coronavirus disease - COVID-19 | 136/2530 | 232/8465 | 3.28e-20 | 1.82e-18 | 1.12e-18 | 136 |
hsa046103 | Liver | Cirrhotic | Complement and coagulation cascades | 48/2530 | 86/8465 | 4.41e-07 | 5.44e-06 | 3.35e-06 | 48 |
hsa051331 | Liver | Cirrhotic | Pertussis | 37/2530 | 76/8465 | 4.17e-04 | 2.57e-03 | 1.58e-03 | 37 |
hsa049361 | Liver | Cirrhotic | Alcoholic liver disease | 60/2530 | 142/8465 | 1.07e-03 | 5.85e-03 | 3.61e-03 | 60 |
hsa0517142 | Liver | HCC | Coronavirus disease - COVID-19 | 167/4020 | 232/8465 | 1.50e-14 | 4.19e-13 | 2.33e-13 | 167 |
hsa049362 | Liver | HCC | Alcoholic liver disease | 89/4020 | 142/8465 | 1.73e-04 | 8.53e-04 | 4.75e-04 | 89 |
hsa046104 | Liver | HCC | Complement and coagulation cascades | 57/4020 | 86/8465 | 3.19e-04 | 1.45e-03 | 8.04e-04 | 57 |
hsa051332 | Liver | HCC | Pertussis | 48/4020 | 76/8465 | 4.17e-03 | 1.27e-02 | 7.06e-03 | 48 |
hsa0517152 | Liver | HCC | Coronavirus disease - COVID-19 | 167/4020 | 232/8465 | 1.50e-14 | 4.19e-13 | 2.33e-13 | 167 |
hsa049363 | Liver | HCC | Alcoholic liver disease | 89/4020 | 142/8465 | 1.73e-04 | 8.53e-04 | 4.75e-04 | 89 |
hsa046105 | Liver | HCC | Complement and coagulation cascades | 57/4020 | 86/8465 | 3.19e-04 | 1.45e-03 | 8.04e-04 | 57 |
hsa051333 | Liver | HCC | Pertussis | 48/4020 | 76/8465 | 4.17e-03 | 1.27e-02 | 7.06e-03 | 48 |
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 |
C2 | SNV | Missense_Mutation | novel | c.1050N>A | p.Met350Ile | p.M350I | P06681 | protein_coding | tolerated(0.19) | possibly_damaging(0.511) | TCGA-A2-A0CX-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | SD |
C2 | SNV | Missense_Mutation | | c.346G>A | p.Glu116Lys | p.E116K | P06681 | protein_coding | tolerated(0.06) | benign(0.215) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
C2 | SNV | Missense_Mutation | novel | c.803N>G | p.Asn268Ser | p.N268S | P06681 | protein_coding | tolerated(0.77) | benign(0) | TCGA-AC-A3QQ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
C2 | SNV | Missense_Mutation | rs567227615 | c.256N>T | p.Pro86Ser | p.P86S | P06681 | protein_coding | tolerated(0.13) | benign(0.028) | TCGA-BH-A18Q-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
C2 | SNV | Missense_Mutation | rs764034564 | c.185N>A | p.Arg62Gln | p.R62Q | P06681 | protein_coding | deleterious(0.02) | benign(0.366) | TCGA-D8-A1XQ-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
C2 | insertion | Frame_Shift_Ins | novel | c.2056_2057insCATGTCTGGCTAATTTTTGTATTTTT | p.Glu686AlafsTer21 | p.E686Afs*21 | P06681 | protein_coding | | | TCGA-AO-A0JB-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Chemotherapy | cyclophosphamide | SD |
C2 | deletion | Frame_Shift_Del | novel | c.729_739delNNNNNNNNNNN | p.Lys244ProfsTer22 | p.K244Pfs*22 | P06681 | protein_coding | | | TCGA-BH-A1F6-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
C2 | SNV | Missense_Mutation | rs766407308 | c.394C>T | p.Arg132Cys | p.R132C | P06681 | protein_coding | deleterious(0.02) | benign(0.012) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
C2 | SNV | Missense_Mutation | | c.1315N>G | p.Leu439Val | p.L439V | P06681 | protein_coding | tolerated(0.43) | benign(0.26) | TCGA-DS-A1OC-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | gemcitabine | SD |
C2 | SNV | Missense_Mutation | | c.811C>G | p.Leu271Val | p.L271V | P06681 | protein_coding | tolerated(0.24) | benign(0) | TCGA-LP-A4AV-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |