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Gene: TLE1 |
Gene summary for TLE1 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | TLE1 | Gene ID | 7088 |
| Gene name | TLE family member 1, transcriptional corepressor | |
| Gene Alias | ESG | |
| Cytomap | 9q21.32 | |
| Gene Type | protein-coding | GO ID | GO:0006139 | UniProtAcc | Q04724 |
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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 |
| 7088 | TLE1 | HTA11_3410_2000001011 | Human | Colorectum | AD | 9.03e-05 | -2.81e-01 | 0.0155 |
| 7088 | TLE1 | HTA11_347_2000001011 | Human | Colorectum | AD | 8.12e-03 | 4.32e-01 | -0.1954 |
| 7088 | TLE1 | HTA11_99999970781_79442 | Human | Colorectum | MSS | 5.59e-11 | -4.85e-01 | 0.294 |
| 7088 | TLE1 | HTA11_99999974143_84620 | Human | Colorectum | MSS | 2.38e-12 | -4.75e-01 | 0.3005 |
| 7088 | TLE1 | A015-C-203 | Human | Colorectum | FAP | 9.26e-20 | -3.61e-01 | -0.1294 |
| 7088 | TLE1 | A015-C-204 | Human | Colorectum | FAP | 3.25e-05 | -2.37e-01 | -0.0228 |
| 7088 | TLE1 | A014-C-040 | Human | Colorectum | FAP | 9.50e-03 | -2.36e-01 | -0.1184 |
| 7088 | TLE1 | A002-C-201 | Human | Colorectum | FAP | 2.47e-08 | -8.65e-02 | 0.0324 |
| 7088 | TLE1 | A002-C-203 | Human | Colorectum | FAP | 1.12e-02 | 1.23e-01 | 0.2786 |
| 7088 | TLE1 | A001-C-119 | Human | Colorectum | FAP | 1.18e-04 | -3.30e-01 | -0.1557 |
| 7088 | TLE1 | A001-C-108 | Human | Colorectum | FAP | 1.52e-13 | -2.66e-01 | -0.0272 |
| 7088 | TLE1 | A002-C-205 | Human | Colorectum | FAP | 6.91e-17 | -2.90e-01 | -0.1236 |
| 7088 | TLE1 | A001-C-104 | Human | Colorectum | FAP | 5.74e-03 | -2.31e-01 | 0.0184 |
| 7088 | TLE1 | A015-C-005 | Human | Colorectum | FAP | 2.02e-05 | -1.79e-01 | -0.0336 |
| 7088 | TLE1 | A015-C-006 | Human | Colorectum | FAP | 1.71e-16 | -5.15e-01 | -0.0994 |
| 7088 | TLE1 | A015-C-106 | Human | Colorectum | FAP | 4.30e-11 | -2.97e-01 | -0.0511 |
| 7088 | TLE1 | A002-C-114 | Human | Colorectum | FAP | 7.73e-17 | -3.65e-01 | -0.1561 |
| 7088 | TLE1 | A015-C-104 | Human | Colorectum | FAP | 1.84e-24 | -4.72e-01 | -0.1899 |
| 7088 | TLE1 | A001-C-014 | Human | Colorectum | FAP | 2.60e-11 | -1.46e-01 | 0.0135 |
| 7088 | TLE1 | A002-C-016 | Human | Colorectum | FAP | 3.85e-17 | -9.11e-02 | 0.0521 |
| Page: 1 2 3 4 5 6 7 |
| Transcriptomic changes along malignancy continuum. |
| Tissue | Expression Dynamics | Abbreviation |
| 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 | ||
| Endometrium |  | AEH: Atypical endometrial hyperplasia |
| EEC: Endometrioid 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 | ||
| 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:0030111 | Colorectum | AD | regulation of Wnt signaling pathway | 102/3918 | 328/18723 | 8.51e-06 | 2.03e-04 | 102 |
| GO:0016055 | Colorectum | AD | Wnt signaling pathway | 130/3918 | 444/18723 | 1.60e-05 | 3.37e-04 | 130 |
| GO:0198738 | Colorectum | AD | cell-cell signaling by wnt | 130/3918 | 446/18723 | 2.02e-05 | 4.10e-04 | 130 |
| GO:0060070 | Colorectum | AD | canonical Wnt signaling pathway | 90/3918 | 303/18723 | 1.76e-04 | 2.38e-03 | 90 |
| GO:0043122 | Colorectum | AD | regulation of I-kappaB kinase/NF-kappaB signaling | 76/3918 | 249/18723 | 2.17e-04 | 2.85e-03 | 76 |
| GO:0060828 | Colorectum | AD | regulation of canonical Wnt signaling pathway | 77/3918 | 253/18723 | 2.19e-04 | 2.87e-03 | 77 |
| GO:0007249 | Colorectum | AD | I-kappaB kinase/NF-kappaB signaling | 82/3918 | 281/18723 | 6.09e-04 | 6.40e-03 | 82 |
| GO:00301112 | Colorectum | MSS | regulation of Wnt signaling pathway | 98/3467 | 328/18723 | 3.37e-07 | 1.36e-05 | 98 |
| GO:00160552 | Colorectum | MSS | Wnt signaling pathway | 124/3467 | 444/18723 | 6.06e-07 | 2.26e-05 | 124 |
| GO:01987382 | Colorectum | MSS | cell-cell signaling by wnt | 124/3467 | 446/18723 | 7.83e-07 | 2.77e-05 | 124 |
| GO:00600702 | Colorectum | MSS | canonical Wnt signaling pathway | 86/3467 | 303/18723 | 1.58e-05 | 3.56e-04 | 86 |
| GO:00608282 | Colorectum | MSS | regulation of canonical Wnt signaling pathway | 74/3467 | 253/18723 | 1.99e-05 | 4.26e-04 | 74 |
| GO:00431221 | Colorectum | MSS | regulation of I-kappaB kinase/NF-kappaB signaling | 71/3467 | 249/18723 | 7.12e-05 | 1.21e-03 | 71 |
| GO:00072491 | Colorectum | MSS | I-kappaB kinase/NF-kappaB signaling | 77/3467 | 281/18723 | 1.51e-04 | 2.19e-03 | 77 |
| GO:0030178 | Colorectum | MSS | negative regulation of Wnt signaling pathway | 48/3467 | 170/18723 | 1.23e-03 | 1.18e-02 | 48 |
| GO:00160553 | Colorectum | FAP | Wnt signaling pathway | 104/2622 | 444/18723 | 4.92e-08 | 3.92e-06 | 104 |
| GO:01987383 | Colorectum | FAP | cell-cell signaling by wnt | 104/2622 | 446/18723 | 6.26e-08 | 4.54e-06 | 104 |
| GO:00301113 | Colorectum | FAP | regulation of Wnt signaling pathway | 81/2622 | 328/18723 | 1.44e-07 | 9.03e-06 | 81 |
| GO:00608283 | Colorectum | FAP | regulation of canonical Wnt signaling pathway | 62/2622 | 253/18723 | 5.26e-06 | 1.69e-04 | 62 |
| GO:00600703 | Colorectum | FAP | canonical Wnt signaling pathway | 71/2622 | 303/18723 | 6.23e-06 | 1.96e-04 | 71 |
| Page: 1 2 3 4 5 6 7 |
| Enriched KEGG pathways. |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| hsa04310 | Colorectum | AD | Wnt signaling pathway | 56/2092 | 171/8465 | 1.03e-02 | 3.93e-02 | 2.51e-02 | 56 |
| hsa043101 | Colorectum | AD | Wnt signaling pathway | 56/2092 | 171/8465 | 1.03e-02 | 3.93e-02 | 2.51e-02 | 56 |
| hsa043102 | Colorectum | MSS | Wnt signaling pathway | 53/1875 | 171/8465 | 4.24e-03 | 1.86e-02 | 1.14e-02 | 53 |
| hsa043103 | Colorectum | MSS | Wnt signaling pathway | 53/1875 | 171/8465 | 4.24e-03 | 1.86e-02 | 1.14e-02 | 53 |
| hsa043104 | Colorectum | FAP | Wnt signaling pathway | 46/1404 | 171/8465 | 3.94e-04 | 3.06e-03 | 1.86e-03 | 46 |
| hsa043105 | Colorectum | FAP | Wnt signaling pathway | 46/1404 | 171/8465 | 3.94e-04 | 3.06e-03 | 1.86e-03 | 46 |
| hsa043106 | Colorectum | CRC | Wnt signaling pathway | 40/1091 | 171/8465 | 1.01e-04 | 1.57e-03 | 1.07e-03 | 40 |
| hsa043107 | Colorectum | CRC | Wnt signaling pathway | 40/1091 | 171/8465 | 1.01e-04 | 1.57e-03 | 1.07e-03 | 40 |
| hsa0431010 | Endometrium | AEH | Wnt signaling pathway | 37/1197 | 171/8465 | 4.68e-03 | 2.53e-02 | 1.86e-02 | 37 |
| hsa0431013 | Endometrium | AEH | Wnt signaling pathway | 37/1197 | 171/8465 | 4.68e-03 | 2.53e-02 | 1.86e-02 | 37 |
| hsa0431022 | Endometrium | EEC | Wnt signaling pathway | 40/1237 | 171/8465 | 1.37e-03 | 8.99e-03 | 6.70e-03 | 40 |
| hsa0431032 | Endometrium | EEC | Wnt signaling pathway | 40/1237 | 171/8465 | 1.37e-03 | 8.99e-03 | 6.70e-03 | 40 |
| hsa043306 | Esophagus | ESCC | Notch signaling pathway | 42/4205 | 62/8465 | 2.97e-03 | 7.97e-03 | 4.08e-03 | 42 |
| hsa0433013 | Esophagus | ESCC | Notch signaling pathway | 42/4205 | 62/8465 | 2.97e-03 | 7.97e-03 | 4.08e-03 | 42 |
| hsa043305 | Oral cavity | OSCC | Notch signaling pathway | 44/3704 | 62/8465 | 1.26e-05 | 5.55e-05 | 2.83e-05 | 44 |
| hsa0433012 | Oral cavity | OSCC | Notch signaling pathway | 44/3704 | 62/8465 | 1.26e-05 | 5.55e-05 | 2.83e-05 | 44 |
| hsa0433021 | Oral cavity | NEOLP | Notch signaling pathway | 21/1112 | 62/8465 | 2.23e-05 | 1.87e-04 | 1.18e-04 | 21 |
| hsa0431024 | Oral cavity | NEOLP | Wnt signaling pathway | 34/1112 | 171/8465 | 8.05e-03 | 2.88e-02 | 1.81e-02 | 34 |
| hsa0433031 | Oral cavity | NEOLP | Notch signaling pathway | 21/1112 | 62/8465 | 2.23e-05 | 1.87e-04 | 1.18e-04 | 21 |
| hsa0431034 | Oral cavity | NEOLP | Wnt signaling pathway | 34/1112 | 171/8465 | 8.05e-03 | 2.88e-02 | 1.81e-02 | 34 |
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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 |
| TLE1 | SNV | Missense_Mutation | c.718N>A | p.Asp240Asn | p.D240N | Q04724 | protein_coding | deleterious(0.03) | probably_damaging(0.91) | TCGA-A2-A0CL-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Chemotherapy | cytoxan | SD | |
| TLE1 | SNV | Missense_Mutation | c.1830N>T | p.Arg610Ser | p.R610S | Q04724 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-AO-A1KT-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Chemotherapy | fluorouracil | SD | |
| TLE1 | SNV | Missense_Mutation | c.1846A>G | p.Thr616Ala | p.T616A | Q04724 | protein_coding | deleterious(0.02) | possibly_damaging(0.557) | TCGA-E9-A1NE-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | CR | |
| TLE1 | SNV | Missense_Mutation | c.1852G>C | p.Gly618Arg | p.G618R | Q04724 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-OL-A5RZ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | CR | |
| TLE1 | insertion | Frame_Shift_Ins | novel | c.1459_1460insCAGGCTCCGCCTCCGGGGTTTACGCCGTTCTCCTGCCT | p.Val487AlafsTer17 | p.V487Afs*17 | Q04724 | protein_coding | TCGA-B6-A0IK-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unknown | Unknown | PD | ||
| TLE1 | SNV | Missense_Mutation | c.1465G>A | p.Ala489Thr | p.A489T | Q04724 | protein_coding | deleterious(0.01) | probably_damaging(1) | TCGA-AA-3697-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD | |
| TLE1 | SNV | Missense_Mutation | c.1679C>T | p.Ala560Val | p.A560V | Q04724 | protein_coding | deleterious(0) | possibly_damaging(0.703) | TCGA-AA-3852-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | PD | |
| TLE1 | SNV | Missense_Mutation | c.1748N>A | p.Ser583Asn | p.S583N | Q04724 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-AA-A02R-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | PD | |
| TLE1 | SNV | Missense_Mutation | c.1660N>G | p.Leu554Val | p.L554V | Q04724 | protein_coding | tolerated(0.07) | probably_damaging(0.999) | TCGA-AZ-4315-01 | Colorectum | colon adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | SD | |
| TLE1 | SNV | Missense_Mutation | c.1690N>T | p.Pro564Ser | p.P564S | Q04724 | protein_coding | deleterious(0.01) | probably_damaging(0.999) | TCGA-CM-5344-01 | Colorectum | colon adenocarcinoma | Female | <65 | III/IV | Chemotherapy | oxaliplatin | SD |
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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 |
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