Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: RALGPS1

Gene summary for RALGPS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RALGPS1

Gene ID

9649

Gene nameRal GEF with PH domain and SH3 binding motif 1
Gene AliasRALGEF2
Cytomap9q33.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q5JS13


Top

Malignant transformation analysis

check button 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
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
9649RALGPS1CCI_2HumanCervixCC5.10e-181.22e+000.5249
9649RALGPS1CCI_3HumanCervixCC1.09e-055.34e-010.516
9649RALGPS1HTA11_3410_2000001011HumanColorectumAD7.26e-08-4.77e-010.0155
9649RALGPS1HTA11_866_3004761011HumanColorectumAD1.37e-02-4.65e-010.096
9649RALGPS1HTA11_99999970781_79442HumanColorectumMSS6.65e-08-3.90e-010.294
9649RALGPS1HTA11_99999974143_84620HumanColorectumMSS2.39e-07-4.81e-010.3005
9649RALGPS1A015-C-203HumanColorectumFAP1.03e-27-3.37e-01-0.1294
9649RALGPS1A015-C-204HumanColorectumFAP6.51e-04-3.05e-01-0.0228
9649RALGPS1A014-C-040HumanColorectumFAP3.40e-02-1.58e-01-0.1184
9649RALGPS1A002-C-201HumanColorectumFAP5.42e-10-2.41e-010.0324
9649RALGPS1A002-C-203HumanColorectumFAP5.10e-03-1.72e-010.2786
9649RALGPS1A001-C-119HumanColorectumFAP7.77e-04-2.86e-01-0.1557
9649RALGPS1A001-C-108HumanColorectumFAP2.97e-17-2.98e-01-0.0272
9649RALGPS1A002-C-205HumanColorectumFAP5.09e-21-5.10e-01-0.1236
9649RALGPS1A015-C-005HumanColorectumFAP2.25e-03-2.82e-01-0.0336
9649RALGPS1A015-C-006HumanColorectumFAP2.16e-11-3.44e-01-0.0994
9649RALGPS1A015-C-106HumanColorectumFAP2.44e-09-2.16e-01-0.0511
9649RALGPS1A002-C-114HumanColorectumFAP5.15e-15-2.76e-01-0.1561
9649RALGPS1A015-C-104HumanColorectumFAP9.33e-27-4.66e-01-0.1899
9649RALGPS1A001-C-014HumanColorectumFAP1.36e-11-3.31e-010.0135
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The image shows the 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: 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).
ColorectumSERGO analysis - Figure of enriched GO biological processes: 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).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: 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).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: 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).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: 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).
∗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 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:00072656CervixCCRas protein signal transduction79/2311337/187239.49e-097.77e-0779
GO:00465785CervixCCregulation of Ras protein signal transduction44/2311189/187232.05e-053.73e-0444
GO:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:0046578ColorectumADregulation of Ras protein signal transduction56/3918189/187232.85e-032.14e-0256
GO:00072651ColorectumMSSRas protein signal transduction91/3467337/187237.20e-051.21e-0391
GO:00510561ColorectumMSSregulation of small GTPase mediated signal transduction82/3467302/187231.31e-041.99e-0382
GO:00510562ColorectumFAPregulation of small GTPase mediated signal transduction78/2622302/187233.25e-082.85e-0678
GO:00072652ColorectumFAPRas protein signal transduction80/2622337/187239.61e-074.33e-0580
GO:00465781ColorectumFAPregulation of Ras protein signal transduction47/2622189/187234.67e-059.60e-0447
GO:00510563ColorectumCRCregulation of small GTPase mediated signal transduction69/2078302/187233.34e-099.08e-0769
GO:00072653ColorectumCRCRas protein signal transduction70/2078337/187231.49e-071.66e-0570
GO:00465782ColorectumCRCregulation of Ras protein signal transduction43/2078189/187233.26e-061.47e-0443
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon 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 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
RALGPS1SNVMissense_Mutationnovelc.217G>Cp.Glu73Glnp.E73QQ5JS13protein_codingdeleterious(0)probably_damaging(1)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
RALGPS1SNVMissense_Mutationnovelc.964N>Ap.Asp322Asnp.D322NQ5JS13protein_codingtolerated(0.35)possibly_damaging(0.496)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
RALGPS1insertionFrame_Shift_Insnovelc.444_445insGTTTCTCTTAGCATAAAACCAGGAACAGAGCAGTp.Gln149ValfsTer35p.Q149Vfs*35Q5JS13protein_codingTCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RALGPS1SNVMissense_Mutationrs755182642c.71C>Tp.Ser24Leup.S24LQ5JS13protein_codingtolerated(0.06)benign(0.17)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
RALGPS1SNVMissense_Mutationc.1628A>Cp.Lys543Thrp.K543TQ5JS13protein_codingtolerated(0.17)possibly_damaging(0.642)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RALGPS1SNVMissense_Mutationc.262N>Tp.Ala88Serp.A88SQ5JS13protein_codingtolerated(0.22)benign(0.083)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RALGPS1SNVMissense_Mutationnovelc.490A>Gp.Asn164Aspp.N164DQ5JS13protein_codingdeleterious(0)benign(0.278)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
RALGPS1SNVMissense_Mutationc.769N>Tp.His257Tyrp.H257YQ5JS13protein_codingdeleterious(0.04)benign(0.212)TCGA-CM-4750-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
RALGPS1SNVMissense_Mutationc.1499N>Cp.Leu500Prop.L500PQ5JS13protein_codingtolerated(0.07)probably_damaging(0.983)TCGA-DM-A0XF-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapymayoCR
RALGPS1SNVMissense_Mutationnovelc.516N>Tp.Glu172Aspp.E172DQ5JS13protein_codingtolerated(0.69)benign(0.063)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1