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Gene: EREG |
Gene summary for EREG |
Gene summary. |
Gene information | Species | Human | Gene symbol | EREG | Gene ID | 2069 |
Gene name | epiregulin | |
Gene Alias | EPR | |
Cytomap | 4q13.3 | |
Gene Type | protein-coding | GO ID | GO:0000003 | UniProtAcc | O14944 |
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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 |
2069 | EREG | HTA11_99999971662_82457 | Human | Colorectum | MSS | 9.14e-20 | 6.70e-01 | 0.3859 |
2069 | EREG | HTA11_99999974143_84620 | Human | Colorectum | MSS | 4.54e-12 | 2.76e-01 | 0.3005 |
2069 | EREG | A001-C-007 | Human | Colorectum | CRC | 2.82e-05 | 4.32e-01 | 0.1899 |
2069 | EREG | CRC-3-11773 | Human | Colorectum | CRC | 3.33e-43 | 9.81e-01 | 0.2564 |
2069 | EREG | LZE4T | Human | Esophagus | ESCC | 2.49e-12 | -8.76e-01 | 0.0811 |
2069 | EREG | LZE5T | Human | Esophagus | ESCC | 2.07e-15 | -5.96e-01 | 0.0514 |
2069 | EREG | LZE7T | Human | Esophagus | ESCC | 3.97e-06 | -8.76e-01 | 0.0667 |
2069 | EREG | LZE8T | Human | Esophagus | ESCC | 8.52e-07 | -7.32e-01 | 0.067 |
2069 | EREG | LZE20T | Human | Esophagus | ESCC | 2.57e-11 | -8.76e-01 | 0.0662 |
2069 | EREG | LZE22D1 | Human | Esophagus | HGIN | 6.87e-06 | -8.76e-01 | 0.0595 |
2069 | EREG | LZE24T | Human | Esophagus | ESCC | 4.87e-17 | -8.68e-01 | 0.0596 |
2069 | EREG | P1T-E | Human | Esophagus | ESCC | 6.09e-15 | -7.11e-01 | 0.0875 |
2069 | EREG | P2T-E | Human | Esophagus | ESCC | 7.21e-26 | -8.68e-01 | 0.1177 |
2069 | EREG | P4T-E | Human | Esophagus | ESCC | 1.40e-14 | -8.24e-01 | 0.1323 |
2069 | EREG | P5T-E | Human | Esophagus | ESCC | 2.87e-23 | -8.58e-01 | 0.1327 |
2069 | EREG | P8T-E | Human | Esophagus | ESCC | 2.27e-06 | -6.03e-01 | 0.0889 |
2069 | EREG | P9T-E | Human | Esophagus | ESCC | 6.97e-18 | -8.69e-01 | 0.1131 |
2069 | EREG | P10T-E | Human | Esophagus | ESCC | 3.02e-26 | -8.76e-01 | 0.116 |
2069 | EREG | P11T-E | Human | Esophagus | ESCC | 4.43e-07 | -4.10e-01 | 0.1426 |
2069 | EREG | P12T-E | Human | Esophagus | ESCC | 3.02e-26 | -8.67e-01 | 0.1122 |
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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. |
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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 |
Stomach | WIM | |
Stomach | SIM | |
Liver | NAFLD | |
Liver | Cirrhotic | |
Liver | HCC |
∗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). |
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Enriched GO biological processes. |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:00071732 | Colorectum | MSS | epidermal growth factor receptor signaling pathway | 43/3467 | 108/18723 | 1.92e-07 | 8.31e-06 | 43 |
GO:00381272 | Colorectum | MSS | ERBB signaling pathway | 46/3467 | 121/18723 | 3.63e-07 | 1.45e-05 | 46 |
GO:00420602 | Colorectum | MSS | wound healing | 119/3467 | 422/18723 | 5.93e-07 | 2.24e-05 | 119 |
GO:00485112 | Colorectum | MSS | rhythmic process | 89/3467 | 298/18723 | 1.17e-06 | 3.96e-05 | 89 |
GO:00614582 | Colorectum | MSS | reproductive system development | 115/3467 | 427/18723 | 9.86e-06 | 2.39e-04 | 115 |
GO:00486082 | Colorectum | MSS | reproductive structure development | 113/3467 | 424/18723 | 1.94e-05 | 4.18e-04 | 113 |
GO:00336742 | Colorectum | MSS | positive regulation of kinase activity | 122/3467 | 467/18723 | 2.50e-05 | 5.21e-04 | 122 |
GO:00458602 | Colorectum | MSS | positive regulation of protein kinase activity | 102/3467 | 386/18723 | 6.93e-05 | 1.20e-03 | 102 |
GO:00436161 | Colorectum | MSS | keratinocyte proliferation | 20/3467 | 46/18723 | 8.26e-05 | 1.35e-03 | 20 |
GO:19011841 | Colorectum | MSS | regulation of ERBB signaling pathway | 28/3467 | 79/18723 | 2.71e-04 | 3.63e-03 | 28 |
GO:00420581 | Colorectum | MSS | regulation of epidermal growth factor receptor signaling pathway | 26/3467 | 73/18723 | 4.05e-04 | 4.99e-03 | 26 |
GO:00434342 | Colorectum | MSS | response to peptide hormone | 104/3467 | 414/18723 | 4.58e-04 | 5.43e-03 | 104 |
GO:00506731 | Colorectum | MSS | epithelial cell proliferation | 108/3467 | 437/18723 | 6.76e-04 | 7.30e-03 | 108 |
GO:00457871 | Colorectum | MSS | positive regulation of cell cycle | 80/3467 | 313/18723 | 1.15e-03 | 1.12e-02 | 80 |
GO:00073461 | Colorectum | MSS | regulation of mitotic cell cycle | 108/3467 | 457/18723 | 3.30e-03 | 2.50e-02 | 108 |
GO:0048659 | Colorectum | MSS | smooth muscle cell proliferation | 49/3467 | 184/18723 | 4.08e-03 | 2.97e-02 | 49 |
GO:0048660 | Colorectum | MSS | regulation of smooth muscle cell proliferation | 48/3467 | 180/18723 | 4.32e-03 | 3.07e-02 | 48 |
GO:0090068 | Colorectum | MSS | positive regulation of cell cycle process | 60/3467 | 236/18723 | 5.01e-03 | 3.46e-02 | 60 |
GO:00099131 | Colorectum | MSS | epidermal cell differentiation | 52/3467 | 202/18723 | 6.59e-03 | 4.38e-02 | 52 |
GO:0048661 | Colorectum | MSS | positive regulation of smooth muscle cell proliferation | 30/3467 | 104/18723 | 6.69e-03 | 4.38e-02 | 30 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa052102 | Colorectum | MSS | Colorectal cancer | 36/1875 | 86/8465 | 3.08e-05 | 3.22e-04 | 1.97e-04 | 36 |
hsa040122 | Colorectum | MSS | ErbB signaling pathway | 30/1875 | 85/8465 | 3.73e-03 | 1.67e-02 | 1.02e-02 | 30 |
hsa052103 | Colorectum | MSS | Colorectal cancer | 36/1875 | 86/8465 | 3.08e-05 | 3.22e-04 | 1.97e-04 | 36 |
hsa040123 | Colorectum | MSS | ErbB signaling pathway | 30/1875 | 85/8465 | 3.73e-03 | 1.67e-02 | 1.02e-02 | 30 |
hsa040126 | Colorectum | CRC | ErbB signaling pathway | 24/1091 | 85/8465 | 1.23e-04 | 1.79e-03 | 1.21e-03 | 24 |
hsa041512 | Colorectum | CRC | PI3K-Akt signaling pathway | 64/1091 | 354/8465 | 2.70e-03 | 1.77e-02 | 1.20e-02 | 64 |
hsa040102 | Colorectum | CRC | MAPK signaling pathway | 56/1091 | 302/8465 | 2.76e-03 | 1.77e-02 | 1.20e-02 | 56 |
hsa040127 | Colorectum | CRC | ErbB signaling pathway | 24/1091 | 85/8465 | 1.23e-04 | 1.79e-03 | 1.21e-03 | 24 |
hsa041513 | Colorectum | CRC | PI3K-Akt signaling pathway | 64/1091 | 354/8465 | 2.70e-03 | 1.77e-02 | 1.20e-02 | 64 |
hsa040103 | Colorectum | CRC | MAPK signaling pathway | 56/1091 | 302/8465 | 2.76e-03 | 1.77e-02 | 1.20e-02 | 56 |
hsa0521020 | Esophagus | ESCC | Colorectal cancer | 69/4205 | 86/8465 | 4.06e-09 | 4.13e-08 | 2.11e-08 | 69 |
hsa0401218 | Esophagus | ESCC | ErbB signaling pathway | 56/4205 | 85/8465 | 1.78e-03 | 5.24e-03 | 2.68e-03 | 56 |
hsa041517 | Esophagus | ESCC | PI3K-Akt signaling pathway | 197/4205 | 354/8465 | 1.24e-02 | 2.83e-02 | 1.45e-02 | 197 |
hsa05210110 | Esophagus | ESCC | Colorectal cancer | 69/4205 | 86/8465 | 4.06e-09 | 4.13e-08 | 2.11e-08 | 69 |
hsa0401219 | Esophagus | ESCC | ErbB signaling pathway | 56/4205 | 85/8465 | 1.78e-03 | 5.24e-03 | 2.68e-03 | 56 |
hsa0415114 | Esophagus | ESCC | PI3K-Akt signaling pathway | 197/4205 | 354/8465 | 1.24e-02 | 2.83e-02 | 1.45e-02 | 197 |
hsa0521018 | Oral cavity | OSCC | Colorectal cancer | 66/3704 | 86/8465 | 3.99e-10 | 4.95e-09 | 2.52e-09 | 66 |
hsa0401014 | Oral cavity | OSCC | MAPK signaling pathway | 165/3704 | 302/8465 | 7.11e-05 | 2.74e-04 | 1.40e-04 | 165 |
hsa0401216 | Oral cavity | OSCC | ErbB signaling pathway | 55/3704 | 85/8465 | 7.46e-05 | 2.81e-04 | 1.43e-04 | 55 |
hsa041516 | Oral cavity | OSCC | PI3K-Akt signaling pathway | 185/3704 | 354/8465 | 6.26e-04 | 1.86e-03 | 9.49e-04 | 185 |
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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 |
EREG | EGFR | EREG_EGFR | EGF | Breast | DCIS |
EREG | EGFR_ERBB2 | EREG_EGFR_ERBB2 | EGF | Breast | DCIS |
EREG | EGFR | EREG_EGFR | EGF | Breast | Healthy |
EREG | EGFR | EREG_EGFR | EGF | Breast | Precancer |
EREG | EGFR | EREG_EGFR | EGF | Cervix | Precancer |
EREG | EGFR | EREG_EGFR | EGF | Endometrium | ADJ |
EREG | ERBB4 | EREG_ERBB4 | EGF | Endometrium | ADJ |
EREG | EGFR | EREG_EGFR | EGF | Endometrium | AEH |
EREG | ERBB4 | EREG_ERBB4 | EGF | Endometrium | AEH |
EREG | EGFR | EREG_EGFR | EGF | Endometrium | EEC |
EREG | ERBB4 | EREG_ERBB4 | EGF | Endometrium | EEC |
EREG | EGFR | EREG_EGFR | EGF | Endometrium | Healthy |
EREG | EGFR | EREG_EGFR | EGF | HNSCC | ADJ |
EREG | EGFR_ERBB2 | EREG_EGFR_ERBB2 | EGF | HNSCC | ADJ |
EREG | EGFR | EREG_EGFR | EGF | HNSCC | Healthy |
EREG | EGFR | EREG_EGFR | EGF | HNSCC | OSCC |
EREG | EGFR_ERBB2 | EREG_EGFR_ERBB2 | EGF | HNSCC | OSCC |
EREG | EGFR | EREG_EGFR | EGF | HNSCC | Precancer |
EREG | EGFR_ERBB2 | EREG_EGFR_ERBB2 | EGF | HNSCC | Precancer |
EREG | EGFR | EREG_EGFR | EGF | Liver | Healthy |
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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. |
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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 |
EREG | insertion | Frame_Shift_Ins | novel | c.356_357insTCTCA | p.Ala120LeufsTer4 | p.A120Lfs*4 | O14944 | protein_coding | TCGA-B6-A0IN-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | PD | ||
EREG | insertion | Nonsense_Mutation | novel | c.357_358insTTCTGAAATTCGTTATTCCCCAAA | p.Val119_Ala120insPheTerAsnSerLeuPheProLys | p.V119_A120insF*NSLFPK | O14944 | protein_coding | TCGA-B6-A0IN-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | PD | ||
EREG | insertion | Frame_Shift_Ins | novel | c.174_175insT | p.Arg59SerfsTer11 | p.R59Sfs*11 | O14944 | protein_coding | TCGA-DS-A1OA-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Chemotherapy | carboplatin | PD | ||
EREG | insertion | Frame_Shift_Ins | novel | c.175_176insTCTTGAACATGTACTATGTACCA | p.Arg59LeufsTer15 | p.R59Lfs*15 | O14944 | protein_coding | TCGA-DS-A1OA-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Chemotherapy | carboplatin | PD | ||
EREG | SNV | Missense_Mutation | novel | c.434G>A | p.Arg145Lys | p.R145K | O14944 | protein_coding | tolerated(0.68) | benign(0) | TCGA-EI-6917-01 | Colorectum | rectum adenocarcinoma | Male | <65 | III/IV | Chemotherapy | 5fluorouracil+oxaciplatina+l-folinian | SD |
EREG | SNV | Missense_Mutation | novel | c.403G>A | p.Gly135Ser | p.G135S | O14944 | protein_coding | deleterious(0.02) | probably_damaging(0.963) | TCGA-A5-A0G2-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
EREG | SNV | Missense_Mutation | novel | c.318N>A | p.Phe106Leu | p.F106L | O14944 | protein_coding | tolerated(1) | benign(0.019) | TCGA-A5-A2K5-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
EREG | SNV | Missense_Mutation | novel | c.11N>A | p.Gly4Glu | p.G4E | O14944 | protein_coding | tolerated_low_confidence(0.86) | benign(0.001) | TCGA-AP-A1DK-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
EREG | SNV | Missense_Mutation | novel | c.242N>A | p.Cys81Tyr | p.C81Y | O14944 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-AX-A1CE-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unspecific | Paclitaxel | SD |
EREG | SNV | Missense_Mutation | novel | c.24G>T | p.Glu8Asp | p.E8D | O14944 | protein_coding | tolerated_low_confidence(0.32) | benign(0.003) | TCGA-B5-A1MR-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | III/IV | Unknown | Unknown | 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 |
2069 | EREG | KINASE, GROWTH FACTOR, DRUGGABLE GENOME | cetuximab | CETUXIMAB | ||
2069 | EREG | KINASE, GROWTH FACTOR, DRUGGABLE GENOME | CETUXIMAB | CETUXIMAB | 23374602 | |
2069 | EREG | KINASE, GROWTH FACTOR, DRUGGABLE GENOME | PANITUMUMAB | PANITUMUMAB | 26867820 | |
2069 | EREG | KINASE, GROWTH FACTOR, DRUGGABLE GENOME | panitumumab | PANITUMUMAB | ||
2069 | EREG | KINASE, GROWTH FACTOR, DRUGGABLE GENOME | HUMAN CHORIONIC GONADOTROPIN | 16543407 | ||
2069 | EREG | KINASE, GROWTH FACTOR, DRUGGABLE GENOME | LY3016859 |
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