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: RAP1GAP2

Gene summary for RAP1GAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RAP1GAP2

Gene ID

23108

Gene nameRAP1 GTPase activating protein 2
Gene AliasGARNL4
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0002250

UniProtAcc

Q684P5


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
23108RAP1GAP2HTA11_3410_2000001011HumanColorectumAD2.29e-12-4.66e-010.0155
23108RAP1GAP2HTA11_5212_2000001011HumanColorectumAD1.16e-02-5.11e-01-0.2061
23108RAP1GAP2HTA11_10711_2000001011HumanColorectumAD6.64e-04-4.96e-010.0338
23108RAP1GAP2HTA11_7696_3000711011HumanColorectumAD3.64e-04-4.45e-010.0674
23108RAP1GAP2HTA11_99999970781_79442HumanColorectumMSS4.12e-11-5.04e-010.294
23108RAP1GAP2HTA11_99999965062_69753HumanColorectumMSI-H1.63e-078.32e-010.3487
23108RAP1GAP2HTA11_99999971662_82457HumanColorectumMSS3.70e-03-3.56e-010.3859
23108RAP1GAP2HTA11_99999973899_84307HumanColorectumMSS2.49e-06-7.27e-010.2585
23108RAP1GAP2F007HumanColorectumFAP4.99e-03-2.76e-010.1176
23108RAP1GAP2A002-C-010HumanColorectumFAP2.45e-05-4.26e-010.242
23108RAP1GAP2A001-C-207HumanColorectumFAP1.63e-05-3.55e-010.1278
23108RAP1GAP2A015-C-203HumanColorectumFAP3.44e-37-7.67e-01-0.1294
23108RAP1GAP2A015-C-204HumanColorectumFAP4.95e-19-7.04e-01-0.0228
23108RAP1GAP2A014-C-040HumanColorectumFAP4.77e-06-4.58e-01-0.1184
23108RAP1GAP2A002-C-201HumanColorectumFAP1.65e-21-5.65e-010.0324
23108RAP1GAP2A002-C-203HumanColorectumFAP1.32e-05-4.19e-010.2786
23108RAP1GAP2A001-C-119HumanColorectumFAP8.94e-09-2.57e-01-0.1557
23108RAP1GAP2A001-C-108HumanColorectumFAP3.96e-21-5.11e-01-0.0272
23108RAP1GAP2A002-C-205HumanColorectumFAP7.41e-31-5.28e-01-0.1236
23108RAP1GAP2A014-C-108HumanColorectumFAP1.08e-06-5.43e-01-0.124
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:0043547ColorectumADpositive regulation of GTPase activity75/3918255/187237.95e-047.91e-0375
GO:0008361ColorectumADregulation of cell size56/3918181/187239.61e-049.07e-0356
GO:00325352ColorectumMSSregulation of cellular component size127/3467383/187233.44e-125.79e-10127
GO:00430872ColorectumMSSregulation of GTPase activity101/3467348/187231.00e-063.46e-05101
GO:00510561ColorectumMSSregulation of small GTPase mediated signal transduction82/3467302/187231.31e-041.99e-0382
GO:00435471ColorectumMSSpositive regulation of GTPase activity68/3467255/187237.97e-048.38e-0368
GO:00083611ColorectumMSSregulation of cell size50/3467181/187231.65e-031.49e-0250
GO:00325353ColorectumFAPregulation of cellular component size99/2622383/187234.53e-101.16e-0799
GO:00510562ColorectumFAPregulation of small GTPase mediated signal transduction78/2622302/187233.25e-082.85e-0678
GO:00430873ColorectumFAPregulation of GTPase activity85/2622348/187231.20e-077.68e-0685
GO:00435472ColorectumFAPpositive regulation of GTPase activity61/2622255/187231.39e-053.73e-0461
GO:00083612ColorectumFAPregulation of cell size44/2622181/187231.40e-042.21e-0344
GO:0090630ColorectumFAPactivation of GTPase activity27/2622115/187234.23e-032.90e-0227
GO:00510563ColorectumCRCregulation of small GTPase mediated signal transduction69/2078302/187233.34e-099.08e-0769
GO:00325354ColorectumCRCregulation of cellular component size79/2078383/187233.30e-084.60e-0679
GO:00430874ColorectumCRCregulation of GTPase activity69/2078348/187231.11e-066.69e-0569
GO:00435473ColorectumCRCpositive regulation of GTPase activity49/2078255/187238.67e-051.77e-0349
Page: 1 2 

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
RAP1GAP2SNVMissense_Mutationrs778744234c.1337N>Tp.Ser446Leup.S446LQ684P5protein_codingdeleterious(0)possibly_damaging(0.821)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RAP1GAP2SNVMissense_Mutationc.1688G>Tp.Arg563Leup.R563LQ684P5protein_codingdeleterious(0)possibly_damaging(0.674)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RAP1GAP2SNVMissense_Mutationrs867183095c.11N>Ap.Arg4Glnp.R4QQ684P5protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-VS-A950-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
RAP1GAP2SNVMissense_Mutationrs748481508c.1324N>Ap.Ala442Thrp.A442TQ684P5protein_codingdeleterious(0)possibly_damaging(0.838)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RAP1GAP2SNVMissense_Mutationrs776195452c.1991N>Tp.Pro664Leup.P664LQ684P5protein_codingtolerated(0.11)benign(0.092)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
RAP1GAP2SNVMissense_Mutationrs771141288c.1511N>Ap.Arg504Hisp.R504HQ684P5protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RAP1GAP2SNVMissense_Mutationrs200075336c.2183C>Tp.Ala728Valp.A728VQ684P5protein_codingtolerated_low_confidence(0.25)benign(0.013)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RAP1GAP2SNVMissense_Mutationnovelc.1024A>Gp.Thr342Alap.T342AQ684P5protein_codingdeleterious(0.01)benign(0.209)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RAP1GAP2SNVMissense_Mutationc.445N>Ap.Glu149Lysp.E149KQ684P5protein_codingdeleterious(0)possibly_damaging(0.447)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RAP1GAP2SNVMissense_Mutationc.609N>Tp.Lys203Asnp.K203NQ684P5protein_codingdeleterious(0.04)benign(0.439)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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