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Gene: RP2 |
Gene summary for RP2 |
Gene summary. |
Gene information | Species | Human | Gene symbol | RP2 | Gene ID | 6102 |
Gene name | RP2 activator of ARL3 GTPase | |
Gene Alias | DELXp11.3 | |
Cytomap | Xp11.3 | |
Gene Type | protein-coding | GO ID | GO:0000902 | UniProtAcc | A0A1B2JLU2 |
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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 |
6102 | RP2 | HCC1_Meng | Human | Liver | HCC | 3.70e-16 | -1.45e-02 | 0.0246 |
6102 | RP2 | HCC2_Meng | Human | Liver | HCC | 2.51e-10 | 3.31e-02 | 0.0107 |
6102 | RP2 | HCC1 | Human | Liver | HCC | 8.75e-20 | 4.36e+00 | 0.5336 |
6102 | RP2 | S027 | Human | Liver | HCC | 4.76e-05 | 6.01e-01 | 0.2446 |
6102 | RP2 | S028 | Human | Liver | HCC | 3.73e-10 | 5.30e-01 | 0.2503 |
6102 | RP2 | S029 | Human | Liver | HCC | 1.76e-16 | 7.54e-01 | 0.2581 |
6102 | RP2 | male-WTA | Human | Thyroid | PTC | 4.35e-04 | -1.97e-02 | 0.1037 |
6102 | RP2 | PTC04 | Human | Thyroid | PTC | 1.81e-02 | 1.34e-02 | 0.1927 |
6102 | RP2 | PTC07 | Human | Thyroid | PTC | 1.52e-06 | 1.42e-02 | 0.2044 |
6102 | RP2 | ATC12 | Human | Thyroid | ATC | 2.64e-02 | -4.87e-03 | 0.34 |
6102 | RP2 | ATC13 | Human | Thyroid | ATC | 4.65e-23 | 9.51e-02 | 0.34 |
6102 | RP2 | ATC2 | Human | Thyroid | ATC | 5.54e-15 | 1.02e+00 | 0.34 |
6102 | RP2 | ATC5 | Human | Thyroid | ATC | 3.28e-12 | 1.14e-01 | 0.34 |
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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:000183810 | Skin | AK | embryonic epithelial tube formation | 27/1910 | 121/18723 | 7.10e-05 | 1.02e-03 | 27 |
GO:19022305 | Skin | AK | negative regulation of intrinsic apoptotic signaling pathway in response to DNA damage | 11/1910 | 29/18723 | 7.32e-05 | 1.05e-03 | 11 |
GO:00074112 | Skin | AK | axon guidance | 42/1910 | 227/18723 | 1.01e-04 | 1.33e-03 | 42 |
GO:00488639 | Skin | AK | stem cell differentiation | 39/1910 | 206/18723 | 1.06e-04 | 1.38e-03 | 39 |
GO:00900906 | Skin | AK | negative regulation of canonical Wnt signaling pathway | 29/1910 | 137/18723 | 1.07e-04 | 1.39e-03 | 29 |
GO:00974852 | Skin | AK | neuron projection guidance | 42/1910 | 228/18723 | 1.11e-04 | 1.43e-03 | 42 |
GO:003287318 | Skin | AK | negative regulation of stress-activated MAPK cascade | 15/1910 | 51/18723 | 1.16e-04 | 1.48e-03 | 15 |
GO:007030318 | Skin | AK | negative regulation of stress-activated protein kinase signaling cascade | 15/1910 | 51/18723 | 1.16e-04 | 1.48e-03 | 15 |
GO:00506797 | Skin | AK | positive regulation of epithelial cell proliferation | 39/1910 | 207/18723 | 1.18e-04 | 1.49e-03 | 39 |
GO:006056216 | Skin | AK | epithelial tube morphogenesis | 55/1910 | 325/18723 | 1.19e-04 | 1.50e-03 | 55 |
GO:19901389 | Skin | AK | neuron projection extension | 34/1910 | 172/18723 | 1.20e-04 | 1.50e-03 | 34 |
GO:004592718 | Skin | AK | positive regulation of growth | 46/1910 | 259/18723 | 1.33e-04 | 1.64e-03 | 46 |
GO:007217510 | Skin | AK | epithelial tube formation | 28/1910 | 132/18723 | 1.34e-04 | 1.66e-03 | 28 |
GO:00017388 | Skin | AK | morphogenesis of a polarized epithelium | 22/1910 | 94/18723 | 1.55e-04 | 1.84e-03 | 22 |
GO:19908309 | Skin | AK | cellular response to leukemia inhibitory factor | 22/1910 | 94/18723 | 1.55e-04 | 1.84e-03 | 22 |
GO:000176310 | Skin | AK | morphogenesis of a branching structure | 37/1910 | 196/18723 | 1.67e-04 | 1.94e-03 | 37 |
GO:200102020 | Skin | AK | regulation of response to DNA damage stimulus | 40/1910 | 219/18723 | 1.93e-04 | 2.19e-03 | 40 |
GO:004593627 | Skin | AK | negative regulation of phosphate metabolic process | 69/1910 | 441/18723 | 2.08e-04 | 2.34e-03 | 69 |
GO:004354216 | Skin | AK | endothelial cell migration | 48/1910 | 279/18723 | 2.10e-04 | 2.37e-03 | 48 |
GO:00301789 | Skin | AK | negative regulation of Wnt signaling pathway | 33/1910 | 170/18723 | 2.14e-04 | 2.39e-03 | 33 |
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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 |
SEMA3D | NRP2_PLXNA2 | SEMA3D_NRP2_PLXNA2 | SEMA3 | Breast | ADJ |
SEMA3C | NRP1_NRP2 | SEMA3C_NRP1_NRP2 | SEMA3 | Breast | DCIS |
SEMA3C | NRP2_PLXNA2 | SEMA3C_NRP2_PLXNA2 | SEMA3 | Breast | Healthy |
SEMA3D | NRP2_PLXNA2 | SEMA3D_NRP2_PLXNA2 | SEMA3 | Breast | Healthy |
SEMA3C | NRP1_NRP2 | SEMA3C_NRP1_NRP2 | SEMA3 | Breast | Healthy |
SEMA3C | NRP1_NRP2 | SEMA3C_NRP1_NRP2 | SEMA3 | Cervix | ADJ |
SEMA3C | NRP2_PLXNA2 | SEMA3C_NRP2_PLXNA2 | SEMA3 | Cervix | CC |
SEMA3F | NRP2_PLXNA2 | SEMA3F_NRP2_PLXNA2 | SEMA3 | Cervix | CC |
SEMA3C | NRP1_NRP2 | SEMA3C_NRP1_NRP2 | SEMA3 | Cervix | CC |
SEMA3C | NRP1_NRP2 | SEMA3C_NRP1_NRP2 | SEMA3 | Cervix | Precancer |
SEMA3C | NRP2_PLXNA2 | SEMA3C_NRP2_PLXNA2 | SEMA3 | CRC | AD |
SEMA3F | NRP2_PLXNA2 | SEMA3F_NRP2_PLXNA2 | SEMA3 | CRC | AD |
SEMA3C | NRP1_NRP2 | SEMA3C_NRP1_NRP2 | SEMA3 | CRC | AD |
SEMA3B | NRP2_PLXNA2 | SEMA3B_NRP2_PLXNA2 | SEMA3 | CRC | ADJ |
SEMA3C | NRP2_PLXNA2 | SEMA3C_NRP2_PLXNA2 | SEMA3 | CRC | ADJ |
SEMA3B | NRP2_PLXNA2 | SEMA3B_NRP2_PLXNA2 | SEMA3 | CRC | FAP |
SEMA3C | NRP2_PLXNA2 | SEMA3C_NRP2_PLXNA2 | SEMA3 | CRC | FAP |
SEMA3B | NRP2_PLXNA2 | SEMA3B_NRP2_PLXNA2 | SEMA3 | CRC | MSI-H |
SEMA3C | NRP2_PLXNA2 | SEMA3C_NRP2_PLXNA2 | SEMA3 | CRC | MSI-H |
SEMA3F | NRP2_PLXNA2 | SEMA3F_NRP2_PLXNA2 | SEMA3 | CRC | MSI-H |
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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 |
RP2 | SNV | Missense_Mutation | c.44C>G | p.Ser15Trp | p.S15W | O75695 | protein_coding | deleterious(0.01) | benign(0.176) | TCGA-BH-A208-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
RP2 | SNV | Missense_Mutation | c.884G>A | p.Gly295Asp | p.G295D | O75695 | protein_coding | deleterious(0) | probably_damaging(0.973) | TCGA-GM-A2DK-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | arimidex | CR | |
RP2 | SNV | Missense_Mutation | c.874C>A | p.Leu292Met | p.L292M | O75695 | protein_coding | deleterious(0.05) | possibly_damaging(0.468) | TCGA-UC-A7PF-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD | |
RP2 | SNV | Missense_Mutation | novel | c.176N>A | p.Gly59Glu | p.G59E | O75695 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-AA-3984-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
RP2 | SNV | Missense_Mutation | c.301N>C | p.Phe101Leu | p.F101L | O75695 | protein_coding | deleterious(0) | possibly_damaging(0.893) | TCGA-AA-A010-01 | Colorectum | colon adenocarcinoma | Female | <65 | I/II | Chemotherapy | folinic | CR | |
RP2 | SNV | Missense_Mutation | c.628G>A | p.Val210Ile | p.V210I | O75695 | protein_coding | tolerated(0.24) | benign(0) | TCGA-NH-A5IV-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
RP2 | SNV | Missense_Mutation | c.467N>A | p.Ala156Asp | p.A156D | O75695 | protein_coding | tolerated(0.44) | benign(0.045) | TCGA-AG-4015-01 | Colorectum | rectum adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
RP2 | SNV | Missense_Mutation | novel | c.521N>C | p.Ile174Thr | p.I174T | O75695 | protein_coding | deleterious(0) | possibly_damaging(0.889) | TCGA-F5-6814-01 | Colorectum | rectum adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | SD |
RP2 | SNV | Missense_Mutation | novel | c.721T>G | p.Phe241Val | p.F241V | O75695 | protein_coding | deleterious(0) | possibly_damaging(0.854) | TCGA-A5-A0G1-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
RP2 | SNV | Missense_Mutation | novel | c.536N>A | p.Pro179His | p.P179H | O75695 | protein_coding | deleterious(0) | probably_damaging(0.975) | TCGA-AJ-A3BH-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | Unknown | 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 |
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