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Gene: RAB27A |
Gene summary for RAB27A |
Gene summary. |
Gene information | Species | Human | Gene symbol | RAB27A | Gene ID | 5873 |
Gene name | RAB27A, member RAS oncogene family | |
Gene Alias | GS2 | |
Cytomap | 15q21.3 | |
Gene Type | protein-coding | GO ID | GO:0001775 | UniProtAcc | A2RU94 |
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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 |
5873 | RAB27A | HTA11_3410_2000001011 | Human | Colorectum | AD | 1.40e-03 | -2.99e-01 | 0.0155 |
5873 | RAB27A | HTA11_2112_2000001011 | Human | Colorectum | SER | 2.86e-04 | 9.66e-01 | -0.2196 |
5873 | RAB27A | HTA11_99999971662_82457 | Human | Colorectum | MSS | 9.37e-10 | -3.31e-01 | 0.3859 |
5873 | RAB27A | HTA11_99999974143_84620 | Human | Colorectum | MSS | 8.25e-10 | -3.29e-01 | 0.3005 |
5873 | RAB27A | A002-C-010 | Human | Colorectum | FAP | 8.73e-06 | -1.57e-01 | 0.242 |
5873 | RAB27A | A015-C-203 | Human | Colorectum | FAP | 3.02e-15 | -3.22e-01 | -0.1294 |
5873 | RAB27A | A015-C-204 | Human | Colorectum | FAP | 1.87e-02 | -2.27e-01 | -0.0228 |
5873 | RAB27A | A002-C-201 | Human | Colorectum | FAP | 9.56e-08 | -2.53e-01 | 0.0324 |
5873 | RAB27A | A002-C-203 | Human | Colorectum | FAP | 8.53e-04 | -2.11e-01 | 0.2786 |
5873 | RAB27A | A001-C-119 | Human | Colorectum | FAP | 2.64e-03 | -2.44e-01 | -0.1557 |
5873 | RAB27A | A001-C-108 | Human | Colorectum | FAP | 2.27e-12 | -2.92e-01 | -0.0272 |
5873 | RAB27A | A002-C-205 | Human | Colorectum | FAP | 3.41e-11 | -3.16e-01 | -0.1236 |
5873 | RAB27A | A001-C-104 | Human | Colorectum | FAP | 6.45e-07 | -2.39e-01 | 0.0184 |
5873 | RAB27A | A015-C-005 | Human | Colorectum | FAP | 1.01e-02 | -1.88e-01 | -0.0336 |
5873 | RAB27A | A015-C-006 | Human | Colorectum | FAP | 5.00e-05 | -2.50e-01 | -0.0994 |
5873 | RAB27A | A015-C-106 | Human | Colorectum | FAP | 2.46e-07 | -2.27e-01 | -0.0511 |
5873 | RAB27A | A002-C-114 | Human | Colorectum | FAP | 6.25e-10 | -3.31e-01 | -0.1561 |
5873 | RAB27A | A015-C-104 | Human | Colorectum | FAP | 9.53e-15 | -3.04e-01 | -0.1899 |
5873 | RAB27A | A001-C-014 | Human | Colorectum | FAP | 1.17e-08 | -2.23e-01 | 0.0135 |
5873 | RAB27A | A002-C-016 | Human | Colorectum | FAP | 9.47e-10 | -2.39e-01 | 0.0521 |
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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 |
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). |
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Enriched GO biological processes. |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:0017157 | Colorectum | AD | regulation of exocytosis | 59/3918 | 202/18723 | 3.20e-03 | 2.36e-02 | 59 |
GO:00516561 | Colorectum | SER | establishment of organelle localization | 100/2897 | 390/18723 | 1.11e-07 | 6.79e-06 | 100 |
GO:19901821 | Colorectum | SER | exosomal secretion | 13/2897 | 20/18723 | 7.51e-07 | 3.57e-05 | 13 |
GO:00977341 | Colorectum | SER | extracellular exosome biogenesis | 13/2897 | 21/18723 | 1.69e-06 | 7.35e-05 | 13 |
GO:01401121 | Colorectum | SER | extracellular vesicle biogenesis | 13/2897 | 23/18723 | 7.00e-06 | 2.42e-04 | 13 |
GO:00719851 | Colorectum | SER | multivesicular body sorting pathway | 17/2897 | 37/18723 | 1.12e-05 | 3.60e-04 | 17 |
GO:00420601 | Colorectum | SER | wound healing | 97/2897 | 422/18723 | 2.69e-05 | 7.30e-04 | 97 |
GO:00066051 | Colorectum | SER | protein targeting | 76/2897 | 314/18723 | 3.19e-05 | 8.47e-04 | 76 |
GO:00725931 | Colorectum | SER | reactive oxygen species metabolic process | 61/2897 | 239/18723 | 3.63e-05 | 9.39e-04 | 61 |
GO:00362571 | Colorectum | SER | multivesicular body organization | 14/2897 | 31/18723 | 8.46e-05 | 1.86e-03 | 14 |
GO:20003791 | Colorectum | SER | positive regulation of reactive oxygen species metabolic process | 24/2897 | 76/18723 | 3.29e-04 | 5.22e-03 | 24 |
GO:00516501 | Colorectum | SER | establishment of vesicle localization | 42/2897 | 161/18723 | 3.38e-04 | 5.35e-03 | 42 |
GO:00160501 | Colorectum | SER | vesicle organization | 69/2897 | 300/18723 | 3.59e-04 | 5.61e-03 | 69 |
GO:20003771 | Colorectum | SER | regulation of reactive oxygen species metabolic process | 41/2897 | 157/18723 | 3.86e-04 | 5.86e-03 | 41 |
GO:00459211 | Colorectum | SER | positive regulation of exocytosis | 25/2897 | 86/18723 | 9.88e-04 | 1.17e-02 | 25 |
GO:00070321 | Colorectum | SER | endosome organization | 24/2897 | 82/18723 | 1.11e-03 | 1.28e-02 | 24 |
GO:00508781 | Colorectum | SER | regulation of body fluid levels | 81/2897 | 379/18723 | 1.28e-03 | 1.43e-02 | 81 |
GO:00516481 | Colorectum | SER | vesicle localization | 43/2897 | 177/18723 | 1.41e-03 | 1.53e-02 | 43 |
GO:00068871 | Colorectum | SER | exocytosis | 75/2897 | 352/18723 | 2.05e-03 | 2.03e-02 | 75 |
GO:0019882 | Colorectum | SER | antigen processing and presentation | 28/2897 | 106/18723 | 2.52e-03 | 2.34e-02 | 28 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
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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 |
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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 |
RAB27A | SNV | Missense_Mutation | c.610N>T | p.His204Tyr | p.H204Y | P51159 | protein_coding | tolerated(0.05) | benign(0.009) | TCGA-E9-A1N8-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | doxorubicin | SD | |
RAB27A | SNV | Missense_Mutation | c.599N>A | p.Arg200Gln | p.R200Q | P51159 | protein_coding | tolerated(0.64) | benign(0) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR | |
RAB27A | SNV | Missense_Mutation | c.188G>A | p.Gly63Asp | p.G63D | P51159 | protein_coding | deleterious(0.01) | benign(0.1) | TCGA-AA-3864-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD | |
RAB27A | SNV | Missense_Mutation | c.520A>C | p.Ile174Leu | p.I174L | P51159 | protein_coding | deleterious(0.04) | benign(0.04) | TCGA-AA-A010-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Chemotherapy | folinic | CR | |
RAB27A | SNV | Missense_Mutation | c.112N>C | p.Phe38Leu | p.F38L | P51159 | protein_coding | deleterious(0) | probably_damaging(0.989) | TCGA-NH-A5IV-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
RAB27A | deletion | Frame_Shift_Del | c.297delN | p.Phe99LeufsTer3 | p.F99Lfs*3 | P51159 | protein_coding | TCGA-AA-3710-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |||
RAB27A | SNV | Missense_Mutation | c.502N>G | p.Thr168Ala | p.T168A | P51159 | protein_coding | tolerated(0.7) | benign(0) | TCGA-AP-A056-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
RAB27A | SNV | Missense_Mutation | c.642N>T | p.Lys214Asn | p.K214N | P51159 | protein_coding | tolerated(0.3) | benign(0.013) | TCGA-AP-A1DK-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
RAB27A | SNV | Missense_Mutation | novel | c.13G>T | p.Asp5Tyr | p.D5Y | P51159 | protein_coding | deleterious(0) | probably_damaging(0.955) | TCGA-AX-A2HC-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | paclitaxel | PD |
RAB27A | SNV | Missense_Mutation | novel | c.271N>T | p.Asp91Tyr | p.D91Y | P51159 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-B5-A3FA-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | 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 |
5873 | RAB27A | ENZYME | inhibitor | 328083519 | ||
5873 | RAB27A | ENZYME | emapalumab | EMAPALUMAB | ||
5873 | RAB27A | ENZYME | Emapalumab-lzsg | EMAPALUMAB |
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