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Gene: BAD |
Gene summary for BAD |
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Gene information | Species | Human | Gene symbol | BAD | Gene ID | 572 |
Gene name | BCL2 associated agonist of cell death | |
Gene Alias | BBC2 | |
Cytomap | 11q13.1 | |
Gene Type | protein-coding | GO ID | GO:0000003 | UniProtAcc | A0A024R562 |
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Malignant transformation analysis |
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Entrez ID | Symbol | Replicates | Species | Organ | Tissue | Adj P-value | Log2FC | Malignancy |
572 | BAD | AEH-subject1 | Human | Endometrium | AEH | 1.11e-12 | -2.60e-01 | -0.3059 |
572 | BAD | AEH-subject2 | Human | Endometrium | AEH | 1.95e-06 | -2.58e-01 | -0.2525 |
572 | BAD | AEH-subject3 | Human | Endometrium | AEH | 4.47e-07 | -1.68e-01 | -0.2576 |
572 | BAD | AEH-subject4 | Human | Endometrium | AEH | 1.47e-06 | -2.53e-01 | -0.2657 |
572 | BAD | AEH-subject5 | Human | Endometrium | AEH | 7.79e-14 | -3.91e-01 | -0.2953 |
572 | BAD | EEC-subject1 | Human | Endometrium | EEC | 9.41e-18 | -3.33e-01 | -0.2682 |
572 | BAD | EEC-subject2 | Human | Endometrium | EEC | 2.85e-06 | -2.21e-01 | -0.2607 |
572 | BAD | EEC-subject3 | Human | Endometrium | EEC | 3.83e-39 | -4.12e-01 | -0.2525 |
572 | BAD | EEC-subject4 | Human | Endometrium | EEC | 1.48e-06 | -2.43e-01 | -0.2571 |
572 | BAD | EEC-subject5 | Human | Endometrium | EEC | 1.26e-03 | -2.44e-01 | -0.249 |
572 | BAD | GSM5276934 | Human | Endometrium | EEC | 1.54e-17 | -3.89e-01 | -0.0913 |
572 | BAD | GSM5276937 | Human | Endometrium | EEC | 1.66e-10 | -3.71e-01 | -0.0897 |
572 | BAD | GSM6177620_NYU_UCEC1_lib1_lib1 | Human | Endometrium | EEC | 1.48e-25 | -4.68e-01 | -0.1869 |
572 | BAD | GSM6177620_NYU_UCEC1_lib2_lib2 | Human | Endometrium | EEC | 1.12e-26 | -4.48e-01 | -0.1875 |
572 | BAD | GSM6177620_NYU_UCEC1_lib3_lib3 | Human | Endometrium | EEC | 3.24e-30 | -4.48e-01 | -0.1883 |
572 | BAD | GSM6177621_NYU_UCEC2_lib1_lib1 | Human | Endometrium | EEC | 3.56e-32 | -4.31e-01 | -0.1934 |
572 | BAD | GSM6177622_NYU_UCEC3_lib1_lib1 | Human | Endometrium | EEC | 8.26e-43 | -4.73e-01 | -0.1917 |
572 | BAD | GSM6177622_NYU_UCEC3_lib2_lib2 | Human | Endometrium | EEC | 3.92e-31 | -4.54e-01 | -0.1916 |
572 | BAD | GSM6177623_NYU_UCEC3_Vis | Human | Endometrium | EEC | 5.00e-08 | -1.52e-01 | -0.1269 |
572 | BAD | LZE4T | Human | Esophagus | ESCC | 1.76e-21 | 6.87e-01 | 0.0811 |
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∗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. |
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Malignant transformation related pathway analysis |
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Tissue | Disease Stage | Enriched GO biological Processes |
Colorectum | AD | ![]() |
Colorectum | SER | ![]() |
Colorectum | MSS | ![]() |
Colorectum | MSI-H | ![]() |
Colorectum | FAP | ![]() |
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust). |
Page: 1 2 3 4 5 6 7 8 9 |
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GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:0044282 | Colorectum | AD | small molecule catabolic process | 118/3918 | 376/18723 | 1.05e-06 | 3.55e-05 | 118 |
GO:0009083 | Colorectum | AD | branched-chain amino acid catabolic process | 10/3918 | 15/18723 | 1.68e-04 | 2.29e-03 | 10 |
GO:0016054 | Colorectum | AD | organic acid catabolic process | 73/3918 | 240/18723 | 3.20e-04 | 3.81e-03 | 73 |
GO:0046395 | Colorectum | AD | carboxylic acid catabolic process | 70/3918 | 236/18723 | 9.06e-04 | 8.71e-03 | 70 |
GO:0006520 | Colorectum | AD | cellular amino acid metabolic process | 81/3918 | 284/18723 | 1.37e-03 | 1.19e-02 | 81 |
GO:0009081 | Colorectum | AD | branched-chain amino acid metabolic process | 10/3918 | 19/18723 | 2.25e-03 | 1.77e-02 | 10 |
GO:00090831 | Colorectum | MSS | branched-chain amino acid catabolic process | 10/3467 | 15/18723 | 5.64e-05 | 9.87e-04 | 10 |
GO:00090811 | Colorectum | MSS | branched-chain amino acid metabolic process | 10/3467 | 19/18723 | 8.39e-04 | 8.68e-03 | 10 |
GO:00442822 | Colorectum | MSS | small molecule catabolic process | 94/3467 | 376/18723 | 9.85e-04 | 9.86e-03 | 94 |
GO:00160542 | Colorectum | MSS | organic acid catabolic process | 61/3467 | 240/18723 | 4.72e-03 | 3.31e-02 | 61 |
GO:00442823 | Colorectum | FAP | small molecule catabolic process | 77/2622 | 376/18723 | 3.25e-04 | 4.16e-03 | 77 |
GO:00160543 | Colorectum | FAP | organic acid catabolic process | 50/2622 | 240/18723 | 2.30e-03 | 1.85e-02 | 50 |
GO:00090832 | Colorectum | FAP | branched-chain amino acid catabolic process | 7/2622 | 15/18723 | 2.40e-03 | 1.90e-02 | 7 |
GO:00463951 | Colorectum | FAP | carboxylic acid catabolic process | 48/2622 | 236/18723 | 4.53e-03 | 3.08e-02 | 48 |
GO:00090833 | Colorectum | CRC | branched-chain amino acid catabolic process | 6/2078 | 15/18723 | 3.82e-03 | 3.19e-02 | 6 |
GO:004603416 | Endometrium | AEH | ATP metabolic process | 106/2100 | 277/18723 | 4.13e-32 | 1.24e-28 | 106 |
GO:009719316 | Endometrium | AEH | intrinsic apoptotic signaling pathway | 75/2100 | 288/18723 | 1.46e-12 | 2.83e-10 | 75 |
GO:200123316 | Endometrium | AEH | regulation of apoptotic signaling pathway | 86/2100 | 356/18723 | 2.97e-12 | 4.95e-10 | 86 |
GO:000683910 | Endometrium | AEH | mitochondrial transport | 66/2100 | 254/18723 | 3.55e-11 | 4.96e-09 | 66 |
GO:004578516 | Endometrium | AEH | positive regulation of cell adhesion | 96/2100 | 437/18723 | 5.50e-11 | 7.18e-09 | 96 |
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Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0522517 | Oral cavity | OSCC | Hepatocellular carcinoma | 97/3704 | 168/8465 | 1.63e-04 | 5.52e-04 | 2.81e-04 | 97 |
hsa04919112 | Oral cavity | OSCC | Thyroid hormone signaling pathway | 73/3704 | 121/8465 | 1.63e-04 | 5.52e-04 | 2.81e-04 | 73 |
hsa0522315 | Oral cavity | OSCC | Non-small cell lung cancer | 46/3704 | 72/8465 | 4.37e-04 | 1.32e-03 | 6.72e-04 | 46 |
hsa0415113 | Oral cavity | OSCC | PI3K-Akt signaling pathway | 185/3704 | 354/8465 | 6.26e-04 | 1.86e-03 | 9.49e-04 | 185 |
hsa0522112 | Oral cavity | OSCC | Acute myeloid leukemia | 42/3704 | 67/8465 | 1.34e-03 | 3.75e-03 | 1.91e-03 | 42 |
hsa043701 | Oral cavity | OSCC | VEGF signaling pathway | 37/3704 | 59/8465 | 2.53e-03 | 6.62e-03 | 3.37e-03 | 37 |
hsa0501429 | Oral cavity | LP | Amyotrophic lateral sclerosis | 197/2418 | 364/8465 | 1.25e-25 | 1.39e-23 | 8.93e-24 | 197 |
hsa0501029 | Oral cavity | LP | Alzheimer disease | 197/2418 | 384/8465 | 6.66e-22 | 3.69e-20 | 2.38e-20 | 197 |
hsa0502229 | Oral cavity | LP | Pathways of neurodegeneration - multiple diseases | 232/2418 | 476/8465 | 7.77e-22 | 3.69e-20 | 2.38e-20 | 232 |
hsa0502029 | Oral cavity | LP | Prion disease | 149/2418 | 273/8465 | 4.88e-20 | 1.81e-18 | 1.16e-18 | 149 |
hsa05208210 | Oral cavity | LP | Chemical carcinogenesis - reactive oxygen species | 119/2418 | 223/8465 | 3.00e-15 | 8.32e-14 | 5.37e-14 | 119 |
hsa0516024 | Oral cavity | LP | Hepatitis C | 73/2418 | 157/8465 | 1.14e-06 | 1.36e-05 | 8.74e-06 | 73 |
hsa0520324 | Oral cavity | LP | Viral carcinogenesis | 90/2418 | 204/8465 | 1.20e-06 | 1.38e-05 | 8.89e-06 | 90 |
hsa0421026 | Oral cavity | LP | Apoptosis | 65/2418 | 136/8465 | 1.33e-06 | 1.48e-05 | 9.53e-06 | 65 |
hsa0517028 | Oral cavity | LP | Human immunodeficiency virus 1 infection | 92/2418 | 212/8465 | 2.18e-06 | 2.20e-05 | 1.42e-05 | 92 |
hsa0521223 | Oral cavity | LP | Pancreatic cancer | 40/2418 | 76/8465 | 8.08e-06 | 6.11e-05 | 3.94e-05 | 40 |
hsa0521026 | Oral cavity | LP | Colorectal cancer | 41/2418 | 86/8465 | 1.25e-04 | 7.56e-04 | 4.87e-04 | 41 |
hsa0522025 | Oral cavity | LP | Chronic myeloid leukemia | 37/2418 | 76/8465 | 1.53e-04 | 9.08e-04 | 5.86e-04 | 37 |
hsa0516221 | Oral cavity | LP | Measles | 59/2418 | 139/8465 | 2.90e-04 | 1.60e-03 | 1.03e-03 | 59 |
hsa05417210 | Oral cavity | LP | Lipid and atherosclerosis | 84/2418 | 215/8465 | 5.02e-04 | 2.61e-03 | 1.68e-03 | 84 |
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Cell-cell communication analysis |
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Ligand | Receptor | LRpair | Pathway | Tissue | Disease Stage |
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Single-cell gene regulatory network inference analysis |
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∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression. |
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Somatic mutation of malignant transformation related genes |
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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 |
BAD | SNV | Missense_Mutation | c.351G>A | p.Met117Ile | p.M117I | Q92934 | protein_coding | deleterious(0) | probably_damaging(0.966) | TCGA-AC-A23H-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD | |
BAD | SNV | Missense_Mutation | c.293N>A | p.Arg98His | p.R98H | Q92934 | protein_coding | deleterious(0.03) | possibly_damaging(0.688) | TCGA-EK-A2RK-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Unknown | Unknown | SD | |
BAD | SNV | Missense_Mutation | c.57G>C | p.Glu19Asp | p.E19D | Q92934 | protein_coding | tolerated_low_confidence(1) | benign(0.001) | TCGA-4N-A93T-01 | Colorectum | colon adenocarcinoma | Male | >=65 | III/IV | Chemotherapy | xeloda | SD | |
BAD | SNV | Missense_Mutation | rs775688969 | c.74N>A | p.Ser25Asn | p.S25N | Q92934 | protein_coding | tolerated(0.13) | benign(0.409) | TCGA-AA-A010-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Chemotherapy | folinic | CR |
BAD | SNV | Missense_Mutation | novel | c.212G>T | p.Ser71Ile | p.S71I | Q92934 | protein_coding | deleterious(0.01) | possibly_damaging(0.857) | TCGA-AJ-A5DW-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
BAD | SNV | Missense_Mutation | novel | c.401N>T | p.Ser134Ile | p.S134I | Q92934 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-AX-A1CE-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unspecific | Paclitaxel | SD |
BAD | SNV | Missense_Mutation | novel | c.485N>A | p.Gly162Glu | p.G162E | Q92934 | protein_coding | deleterious_low_confidence(0) | probably_damaging(1) | TCGA-AX-A2HC-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | paclitaxel | PD |
BAD | SNV | Missense_Mutation | c.298N>A | p.Ala100Thr | p.A100T | Q92934 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-D1-A17R-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
BAD | SNV | Missense_Mutation | c.128G>A | p.Gly43Asp | p.G43D | Q92934 | protein_coding | tolerated(0.08) | probably_damaging(1) | TCGA-FI-A2D5-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | carboplatinum | PD | |
BAD | SNV | Missense_Mutation | c.483N>T | p.Arg161Ser | p.R161S | Q92934 | protein_coding | deleterious_low_confidence(0) | benign(0.272) | TCGA-CH-5739-01 | Prostate | prostate adenocarcinoma | Male | >=65 | 7 | Unknown | Unknown | SD |
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Related drugs of malignant transformation related genes |
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(DGIdb 4.0) |
Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
572 | BAD | KINASE, DRUGGABLE GENOME | RUBOXISTAURIN | RUBOXISTAURIN | 18077363 | |
572 | BAD | KINASE, DRUGGABLE GENOME | AT-101 | ISOSORBIDE |
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