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Gene: BBC3 |
Gene summary for BBC3 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | BBC3 | Gene ID | 27113 |
| Gene name | BCL2 binding component 3 | |
| Gene Alias | JFY-1 | |
| Cytomap | 19q13.32 | |
| Gene Type | protein-coding | GO ID | GO:0001836 | UniProtAcc | Q96PG8 |
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Malignant transformation analysis |
| Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells |
| Malignant transformation involving gene list. |
| Entrez ID | Symbol | Replicates | Species | Organ | Tissue | Adj P-value | Log2FC | Malignancy |
| 27113 | BBC3 | GSM4909281 | Human | Breast | IDC | 6.50e-05 | -2.67e-01 | 0.21 |
| 27113 | BBC3 | GSM4909285 | Human | Breast | IDC | 6.22e-09 | -3.35e-01 | 0.21 |
| 27113 | BBC3 | GSM4909286 | Human | Breast | IDC | 7.26e-04 | -2.49e-01 | 0.1081 |
| 27113 | BBC3 | GSM4909290 | Human | Breast | IDC | 1.44e-07 | -3.41e-01 | 0.2096 |
| 27113 | BBC3 | GSM4909293 | Human | Breast | IDC | 1.02e-02 | -2.28e-01 | 0.1581 |
| 27113 | BBC3 | GSM4909294 | Human | Breast | IDC | 5.22e-18 | -3.43e-01 | 0.2022 |
| 27113 | BBC3 | GSM4909296 | Human | Breast | IDC | 2.56e-12 | -2.90e-01 | 0.1524 |
| 27113 | BBC3 | GSM4909297 | Human | Breast | IDC | 1.39e-10 | -2.78e-01 | 0.1517 |
| 27113 | BBC3 | GSM4909301 | Human | Breast | IDC | 8.95e-08 | -2.92e-01 | 0.1577 |
| 27113 | BBC3 | GSM4909304 | Human | Breast | IDC | 7.25e-13 | -3.44e-01 | 0.1636 |
| 27113 | BBC3 | GSM4909306 | Human | Breast | IDC | 1.28e-02 | -2.35e-01 | 0.1564 |
| 27113 | BBC3 | GSM4909307 | Human | Breast | IDC | 2.56e-05 | -2.88e-01 | 0.1569 |
| 27113 | BBC3 | GSM4909308 | Human | Breast | IDC | 1.79e-03 | -2.52e-01 | 0.158 |
| 27113 | BBC3 | GSM4909309 | Human | Breast | IDC | 3.57e-02 | -1.93e-01 | 0.0483 |
| 27113 | BBC3 | GSM4909311 | Human | Breast | IDC | 1.67e-20 | -3.37e-01 | 0.1534 |
| 27113 | BBC3 | GSM4909312 | Human | Breast | IDC | 1.88e-12 | -3.23e-01 | 0.1552 |
| 27113 | BBC3 | GSM4909319 | Human | Breast | IDC | 5.40e-18 | -3.60e-01 | 0.1563 |
| 27113 | BBC3 | GSM4909320 | Human | Breast | IDC | 4.49e-04 | -3.44e-01 | 0.1575 |
| 27113 | BBC3 | GSM4909321 | Human | Breast | IDC | 2.08e-12 | -2.54e-01 | 0.1559 |
| 27113 | BBC3 | ctrl6 | Human | Breast | Precancer | 7.52e-03 | 4.74e-01 | -0.0061 |
| Page: 1 2 3 4 5 6 7 8 |
| Transcriptomic changes along malignancy continuum. |
| Tissue | Expression Dynamics | Abbreviation |
| Breast |  | IDC: Invasive ductal carcinoma |
| DCIS: Ductal carcinoma in situ | ||
| Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers | ||
| Colorectum (GSE201348) |  | FAP: Familial adenomatous polyposis |
| CRC: Colorectal cancer | ||
| Colorectum (HTA11) |  | AD: Adenomas |
| SER: Sessile serrated lesions | ||
| MSI-H: Microsatellite-high colorectal cancer | ||
| MSS: Microsatellite stable colorectal cancer | ||
| Esophagus |  | ESCC: Esophageal squamous cell carcinoma |
| HGIN: High-grade intraepithelial neoplasias | ||
| LGIN: Low-grade intraepithelial neoplasias | ||
| Liver |  | HCC: Hepatocellular carcinoma |
| NAFLD: Non-alcoholic fatty liver disease | ||
| Oral Cavity |  | EOLP: Erosive Oral lichen planus |
| LP: leukoplakia | ||
| NEOLP: Non-erosive oral lichen planus | ||
| OSCC: Oral squamous cell carcinoma | ||
| Prostate |  | BPH: Benign Prostatic Hyperplasia |
| Thyroid |  | ATC: Anaplastic thyroid cancer |
| HT: Hashimoto's thyroiditis | ||
| PTC: Papillary thyroid cancer |
| ∗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 |
| Find out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer |
| Figure of enriched GO biological processes. |
| 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 |
| Enriched GO biological processes. |
| GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
| GO:00971939 | Breast | Precancer | intrinsic apoptotic signaling pathway | 59/1080 | 288/18723 | 8.07e-18 | 3.60e-15 | 59 |
| GO:20012339 | Breast | Precancer | regulation of apoptotic signaling pathway | 65/1080 | 356/18723 | 7.70e-17 | 3.17e-14 | 65 |
| GO:20012429 | Breast | Precancer | regulation of intrinsic apoptotic signaling pathway | 41/1080 | 164/18723 | 6.48e-16 | 2.31e-13 | 41 |
| GO:00525479 | Breast | Precancer | regulation of peptidase activity | 71/1080 | 461/18723 | 2.72e-14 | 6.94e-12 | 71 |
| GO:00525489 | Breast | Precancer | regulation of endopeptidase activity | 67/1080 | 432/18723 | 1.06e-13 | 2.36e-11 | 67 |
| GO:20001169 | Breast | Precancer | regulation of cysteine-type endopeptidase activity | 43/1080 | 235/18723 | 1.30e-11 | 1.83e-09 | 43 |
| GO:00068398 | Breast | Precancer | mitochondrial transport | 45/1080 | 254/18723 | 1.37e-11 | 1.88e-09 | 45 |
| GO:00432819 | Breast | Precancer | regulation of cysteine-type endopeptidase activity involved in apoptotic process | 40/1080 | 209/18723 | 1.59e-11 | 2.07e-09 | 40 |
| GO:00458629 | Breast | Precancer | positive regulation of proteolysis | 51/1080 | 372/18723 | 7.77e-09 | 5.70e-07 | 51 |
| GO:20012445 | Breast | Precancer | positive regulation of intrinsic apoptotic signaling pathway | 17/1080 | 58/18723 | 1.59e-08 | 1.12e-06 | 17 |
| GO:00109529 | Breast | Precancer | positive regulation of peptidase activity | 33/1080 | 197/18723 | 3.01e-08 | 1.89e-06 | 33 |
| GO:00086378 | Breast | Precancer | apoptotic mitochondrial changes | 23/1080 | 107/18723 | 3.44e-08 | 2.12e-06 | 23 |
| GO:00349769 | Breast | Precancer | response to endoplasmic reticulum stress | 38/1080 | 256/18723 | 7.89e-08 | 4.60e-06 | 38 |
| GO:20012356 | Breast | Precancer | positive regulation of apoptotic signaling pathway | 24/1080 | 126/18723 | 1.98e-07 | 1.01e-05 | 24 |
| GO:00432808 | Breast | Precancer | positive regulation of cysteine-type endopeptidase activity involved in apoptotic process | 24/1080 | 129/18723 | 3.13e-07 | 1.50e-05 | 24 |
| GO:00109509 | Breast | Precancer | positive regulation of endopeptidase activity | 29/1080 | 179/18723 | 4.23e-07 | 1.90e-05 | 29 |
| GO:20010568 | Breast | Precancer | positive regulation of cysteine-type endopeptidase activity | 25/1080 | 148/18723 | 1.19e-06 | 4.60e-05 | 25 |
| GO:00018367 | Breast | Precancer | release of cytochrome c from mitochondria | 14/1080 | 59/18723 | 4.80e-06 | 1.47e-04 | 14 |
| GO:00705858 | Breast | Precancer | protein localization to mitochondrion | 21/1080 | 125/18723 | 9.07e-06 | 2.42e-04 | 21 |
| GO:00070066 | Breast | Precancer | mitochondrial membrane organization | 20/1080 | 116/18723 | 9.88e-06 | 2.61e-04 | 20 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 |
| Enriched KEGG pathways. |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| hsa042156 | Esophagus | ESCC | Apoptosis - multiple species | 25/4205 | 32/8465 | 9.13e-04 | 2.92e-03 | 1.49e-03 | 25 |
| hsa0439018 | Esophagus | ESCC | Hippo signaling pathway | 92/4205 | 157/8465 | 1.46e-02 | 3.31e-02 | 1.69e-02 | 92 |
| hsa0501638 | Esophagus | ESCC | Huntington disease | 226/4205 | 306/8465 | 1.38e-18 | 8.72e-17 | 4.46e-17 | 226 |
| hsa0411534 | Esophagus | ESCC | p53 signaling pathway | 65/4205 | 74/8465 | 3.88e-12 | 6.50e-11 | 3.33e-11 | 65 |
| hsa0421037 | Esophagus | ESCC | Apoptosis | 102/4205 | 136/8465 | 1.05e-09 | 1.21e-08 | 6.21e-09 | 102 |
| hsa05210110 | Esophagus | ESCC | Colorectal cancer | 69/4205 | 86/8465 | 4.06e-09 | 4.13e-08 | 2.11e-08 | 69 |
| hsa0152414 | Esophagus | ESCC | Platinum drug resistance | 56/4205 | 73/8465 | 1.85e-06 | 1.13e-05 | 5.78e-06 | 56 |
| hsa0516213 | Esophagus | ESCC | Measles | 90/4205 | 139/8465 | 2.16e-04 | 7.87e-04 | 4.03e-04 | 90 |
| hsa0421511 | Esophagus | ESCC | Apoptosis - multiple species | 25/4205 | 32/8465 | 9.13e-04 | 2.92e-03 | 1.49e-03 | 25 |
| hsa0439019 | Esophagus | ESCC | Hippo signaling pathway | 92/4205 | 157/8465 | 1.46e-02 | 3.31e-02 | 1.69e-02 | 92 |
| hsa0501614 | Liver | Cirrhotic | Huntington disease | 172/2530 | 306/8465 | 1.65e-22 | 1.10e-20 | 6.77e-21 | 172 |
| hsa042106 | Liver | Cirrhotic | Apoptosis | 58/2530 | 136/8465 | 9.84e-04 | 5.55e-03 | 3.42e-03 | 58 |
| hsa052107 | Liver | Cirrhotic | Colorectal cancer | 39/2530 | 86/8465 | 1.67e-03 | 8.01e-03 | 4.94e-03 | 39 |
| hsa015244 | Liver | Cirrhotic | Platinum drug resistance | 34/2530 | 73/8465 | 1.86e-03 | 8.37e-03 | 5.16e-03 | 34 |
| hsa0501615 | Liver | Cirrhotic | Huntington disease | 172/2530 | 306/8465 | 1.65e-22 | 1.10e-20 | 6.77e-21 | 172 |
| hsa0421011 | Liver | Cirrhotic | Apoptosis | 58/2530 | 136/8465 | 9.84e-04 | 5.55e-03 | 3.42e-03 | 58 |
| hsa0521012 | Liver | Cirrhotic | Colorectal cancer | 39/2530 | 86/8465 | 1.67e-03 | 8.01e-03 | 4.94e-03 | 39 |
| hsa0152411 | Liver | Cirrhotic | Platinum drug resistance | 34/2530 | 73/8465 | 1.86e-03 | 8.37e-03 | 5.16e-03 | 34 |
| hsa0501622 | Liver | HCC | Huntington disease | 219/4020 | 306/8465 | 3.06e-18 | 3.42e-16 | 1.90e-16 | 219 |
| hsa0521022 | Liver | HCC | Colorectal cancer | 65/4020 | 86/8465 | 8.85e-08 | 1.23e-06 | 6.87e-07 | 65 |
| Page: 1 2 3 4 5 6 |
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Cell-cell communication analysis |
| Identification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states |
| Ligand | Receptor | LRpair | Pathway | Tissue | Disease Stage |
| Page: 1 |
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Single-cell gene regulatory network inference analysis |
| Find out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states |
| TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
| ∗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. |
| Page: 1 |
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Somatic mutation of malignant transformation related genes |
| Annotation of somatic variants for genes involved in malignant transformation |
| 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 |
| BBC3 | deletion | Frame_Shift_Del | c.667delN | p.Arg223GlufsTer6 | p.R223Efs*6 | Q96PG8 | protein_coding | TCGA-G4-6304-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Chemotherapy | fluorouracil | PD | |||
| BBC3 | SNV | Missense_Mutation | rs769349350 | c.692G>A | p.Cys231Tyr | p.C231Y | Q96PG8 | protein_coding | tolerated_low_confidence(0.07) | benign(0.005) | TCGA-A5-A0G1-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| BBC3 | SNV | Missense_Mutation | novel | c.649N>G | p.Gln217Glu | p.Q217E | Q96PG8 | protein_coding | deleterious_low_confidence(0.01) | benign(0.085) | TCGA-AJ-A3IA-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| BBC3 | SNV | Missense_Mutation | novel | c.776N>A | p.Cys259Tyr | p.C259Y | Q96PG8 | protein_coding | deleterious_low_confidence(0) | probably_damaging(0.918) | TCGA-AJ-A3NE-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| BBC3 | SNV | Missense_Mutation | c.685N>T | p.Gly229Cys | p.G229C | Q96PG8 | protein_coding | deleterious_low_confidence(0) | benign(0.182) | TCGA-AP-A059-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
| BBC3 | SNV | Missense_Mutation | novel | c.84N>G | p.Ile28Met | p.I28M | Q96PG8 | protein_coding | tolerated_low_confidence(0.1) | benign(0.009) | TCGA-E6-A1LX-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| BBC3 | deletion | Frame_Shift_Del | novel | c.725delN | p.Gly242AlafsTer48 | p.G242Afs*48 | Q96PG8 | protein_coding | TCGA-DI-A1BU-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Chemotherapy | paclitaxel | SD | ||
| BBC3 | SNV | Missense_Mutation | rs747649341 | c.694A>G | p.Thr232Ala | p.T232A | Q96PG8 | protein_coding | tolerated_low_confidence(0.05) | benign(0.062) | TCGA-69-7973-01 | Lung | lung adenocarcinoma | Female | <65 | I/II | Chemotherapy | cisplatin | SD |
| BBC3 | SNV | Missense_Mutation | rs755414185 | c.698G>A | p.Arg233His | p.R233H | Q96PG8 | protein_coding | deleterious_low_confidence(0.01) | benign(0.044) | TCGA-MP-A4SV-01 | Lung | lung adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
| BBC3 | SNV | Missense_Mutation | c.656N>T | p.Pro219Leu | p.P219L | Q96PG8 | protein_coding | deleterious_low_confidence(0) | possibly_damaging(0.625) | TCGA-18-3408-01 | Lung | lung squamous cell carcinoma | Female | >=65 | I/II | Unknown | Unknown | PD |
| Page: 1 2 |
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Related drugs of malignant transformation related genes |
| Identification of chemicals and drugs interact with genes involved in malignant transfromation |
| (DGIdb 4.0) |
| Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
| Page: 1 |
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