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Gene: DRG1 |
Gene summary for DRG1 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | DRG1 | Gene ID | 4733 |
| Gene name | developmentally regulated GTP binding protein 1 | |
| Gene Alias | NEDD3 | |
| Cytomap | 22q12.2 | |
| Gene Type | protein-coding | GO ID | GO:0000226 | UniProtAcc | Q9Y295 |
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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 |
| 4733 | DRG1 | LZE4T | Human | Esophagus | ESCC | 2.63e-20 | 4.10e-01 | 0.0811 |
| 4733 | DRG1 | LZE7T | Human | Esophagus | ESCC | 7.88e-14 | 8.02e-01 | 0.0667 |
| 4733 | DRG1 | LZE8T | Human | Esophagus | ESCC | 3.29e-10 | 3.70e-01 | 0.067 |
| 4733 | DRG1 | LZE20T | Human | Esophagus | ESCC | 1.13e-04 | 1.14e-01 | 0.0662 |
| 4733 | DRG1 | LZE24T | Human | Esophagus | ESCC | 1.10e-25 | 5.86e-01 | 0.0596 |
| 4733 | DRG1 | LZE21T | Human | Esophagus | ESCC | 6.09e-07 | 3.31e-01 | 0.0655 |
| 4733 | DRG1 | LZE6T | Human | Esophagus | ESCC | 5.66e-06 | 3.69e-01 | 0.0845 |
| 4733 | DRG1 | P1T-E | Human | Esophagus | ESCC | 5.41e-12 | 6.16e-01 | 0.0875 |
| 4733 | DRG1 | P2T-E | Human | Esophagus | ESCC | 4.16e-38 | 6.69e-01 | 0.1177 |
| 4733 | DRG1 | P4T-E | Human | Esophagus | ESCC | 2.78e-38 | 8.10e-01 | 0.1323 |
| 4733 | DRG1 | P5T-E | Human | Esophagus | ESCC | 3.34e-22 | 3.03e-01 | 0.1327 |
| 4733 | DRG1 | P8T-E | Human | Esophagus | ESCC | 2.63e-31 | 6.08e-01 | 0.0889 |
| 4733 | DRG1 | P9T-E | Human | Esophagus | ESCC | 1.31e-20 | 4.95e-01 | 0.1131 |
| 4733 | DRG1 | P10T-E | Human | Esophagus | ESCC | 5.54e-47 | 7.47e-01 | 0.116 |
| 4733 | DRG1 | P11T-E | Human | Esophagus | ESCC | 5.90e-24 | 8.70e-01 | 0.1426 |
| 4733 | DRG1 | P12T-E | Human | Esophagus | ESCC | 1.77e-38 | 7.23e-01 | 0.1122 |
| 4733 | DRG1 | P15T-E | Human | Esophagus | ESCC | 3.26e-31 | 6.50e-01 | 0.1149 |
| 4733 | DRG1 | P16T-E | Human | Esophagus | ESCC | 3.56e-58 | 9.95e-01 | 0.1153 |
| 4733 | DRG1 | P17T-E | Human | Esophagus | ESCC | 3.04e-11 | 6.77e-01 | 0.1278 |
| 4733 | DRG1 | P19T-E | Human | Esophagus | ESCC | 6.28e-08 | 7.63e-01 | 0.1662 |
| Page: 1 2 3 4 5 6 |
| Transcriptomic changes along malignancy continuum. |
| Tissue | Expression Dynamics | Abbreviation |
| 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 | ||
| Skin |  | AK: Actinic keratosis |
| cSCC: Cutaneous squamous cell carcinoma | ||
| SCCIS:squamous cell carcinoma in situ |
| ∗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:00070091 | Colorectum | FAP | plasma membrane organization | 31/2622 | 142/18723 | 7.20e-03 | 4.38e-02 | 31 |
| GO:00991734 | Colorectum | CRC | postsynapse organization | 36/2078 | 168/18723 | 7.61e-05 | 1.59e-03 | 36 |
| GO:00723315 | Colorectum | CRC | signal transduction by p53 class mediator | 35/2078 | 163/18723 | 9.10e-05 | 1.85e-03 | 35 |
| GO:00508084 | Colorectum | CRC | synapse organization | 71/2078 | 426/18723 | 3.02e-04 | 4.76e-03 | 71 |
| GO:00016664 | Colorectum | CRC | response to hypoxia | 51/2078 | 307/18723 | 2.14e-03 | 2.10e-02 | 51 |
| GO:00704824 | Colorectum | CRC | response to oxygen levels | 56/2078 | 347/18723 | 2.60e-03 | 2.40e-02 | 56 |
| GO:00714534 | Colorectum | CRC | cellular response to oxygen levels | 32/2078 | 177/18723 | 3.69e-03 | 3.12e-02 | 32 |
| GO:00714561 | Colorectum | CRC | cellular response to hypoxia | 28/2078 | 151/18723 | 4.41e-03 | 3.47e-02 | 28 |
| GO:00362933 | Colorectum | CRC | response to decreased oxygen levels | 51/2078 | 322/18723 | 5.72e-03 | 4.28e-02 | 51 |
| GO:007048215 | Endometrium | AEH | response to oxygen levels | 64/2100 | 347/18723 | 4.11e-05 | 6.99e-04 | 64 |
| GO:007233116 | Endometrium | AEH | signal transduction by p53 class mediator | 36/2100 | 163/18723 | 4.88e-05 | 7.95e-04 | 36 |
| GO:003629315 | Endometrium | AEH | response to decreased oxygen levels | 58/2100 | 322/18723 | 1.78e-04 | 2.30e-03 | 58 |
| GO:001003816 | Endometrium | AEH | response to metal ion | 65/2100 | 373/18723 | 2.02e-04 | 2.54e-03 | 65 |
| GO:000166615 | Endometrium | AEH | response to hypoxia | 55/2100 | 307/18723 | 2.98e-04 | 3.38e-03 | 55 |
| GO:007145310 | Endometrium | AEH | cellular response to oxygen levels | 33/2100 | 177/18723 | 2.30e-03 | 1.74e-02 | 33 |
| GO:00508086 | Endometrium | AEH | synapse organization | 67/2100 | 426/18723 | 2.67e-03 | 1.94e-02 | 67 |
| GO:003033010 | Endometrium | AEH | DNA damage response, signal transduction by p53 class mediator | 16/2100 | 72/18723 | 5.40e-03 | 3.36e-02 | 16 |
| GO:003629410 | Endometrium | AEH | cellular response to decreased oxygen levels | 29/2100 | 161/18723 | 6.73e-03 | 3.94e-02 | 29 |
| GO:007233117 | Endometrium | EEC | signal transduction by p53 class mediator | 39/2168 | 163/18723 | 7.00e-06 | 1.63e-04 | 39 |
| GO:007048216 | Endometrium | EEC | response to oxygen levels | 65/2168 | 347/18723 | 5.81e-05 | 9.03e-04 | 65 |
| 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 |
| Enriched KEGG pathways. |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| Page: 1 |
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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 |
| DRG1 | SNV | Missense_Mutation | c.732C>G | p.Ile244Met | p.I244M | Q9Y295 | protein_coding | deleterious(0.01) | possibly_damaging(0.648) | TCGA-AN-A0XW-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD | |
| DRG1 | SNV | Missense_Mutation | c.639N>C | p.Lys213Asn | p.K213N | Q9Y295 | protein_coding | deleterious(0.01) | probably_damaging(0.931) | TCGA-C8-A1HM-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Chemotherapy | doxorubicin | CR | |
| DRG1 | SNV | Missense_Mutation | c.824N>C | p.Arg275Pro | p.R275P | Q9Y295 | protein_coding | tolerated(0.2) | benign(0.125) | TCGA-E9-A1NI-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | CR | |
| DRG1 | insertion | Nonsense_Mutation | novel | c.826_827insGACATCAGACCA | p.Trp276delinsTer | p.W276delins* | Q9Y295 | protein_coding | TCGA-E9-A1NI-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | CR | ||
| DRG1 | SNV | Missense_Mutation | novel | c.920N>T | p.Ser307Phe | p.S307F | Q9Y295 | protein_coding | deleterious(0) | possibly_damaging(0.489) | TCGA-C5-A1M7-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
| DRG1 | SNV | Missense_Mutation | c.682N>A | p.Asp228Asn | p.D228N | Q9Y295 | protein_coding | deleterious(0) | possibly_damaging(0.77) | TCGA-DS-A1OC-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | gemcitabine | SD | |
| DRG1 | SNV | Missense_Mutation | novel | c.467G>A | p.Gly156Glu | p.G156E | Q9Y295 | protein_coding | tolerated(1) | benign(0) | TCGA-A6-6141-01 | Colorectum | colon adenocarcinoma | Male | <65 | I/II | Chemotherapy | 5-fu | SD |
| DRG1 | SNV | Missense_Mutation | rs369620921 | c.824N>A | p.Arg275His | p.R275H | Q9Y295 | protein_coding | tolerated(0.12) | benign(0) | TCGA-AA-3510-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
| DRG1 | SNV | Missense_Mutation | c.179N>T | p.Ala60Val | p.A60V | Q9Y295 | protein_coding | tolerated(0.09) | benign(0.014) | TCGA-CM-6674-01 | Colorectum | colon adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | SD | |
| DRG1 | SNV | Missense_Mutation | c.250N>A | p.Leu84Met | p.L84M | Q9Y295 | protein_coding | tolerated(0.1) | possibly_damaging(0.511) | TCGA-D5-6928-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
| Page: 1 2 3 4 |
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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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