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: RACGAP1

Gene summary for RACGAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RACGAP1

Gene ID

29127

Gene nameRac GTPase activating protein 1
Gene AliasCYK4
Cytomap12q13.12
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R136


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
29127RACGAP1LZE2THumanEsophagusESCC2.15e-045.84e-010.082
29127RACGAP1LZE24THumanEsophagusESCC1.69e-062.29e-010.0596
29127RACGAP1P2T-EHumanEsophagusESCC7.39e-094.54e-010.1177
29127RACGAP1P4T-EHumanEsophagusESCC1.35e-114.52e-010.1323
29127RACGAP1P5T-EHumanEsophagusESCC2.29e-041.64e-010.1327
29127RACGAP1P8T-EHumanEsophagusESCC4.83e-031.32e-010.0889
29127RACGAP1P10T-EHumanEsophagusESCC7.95e-062.45e-010.116
29127RACGAP1P11T-EHumanEsophagusESCC2.26e-042.42e-010.1426
29127RACGAP1P17T-EHumanEsophagusESCC4.60e-025.61e-010.1278
29127RACGAP1P19T-EHumanEsophagusESCC6.31e-055.22e-010.1662
29127RACGAP1P20T-EHumanEsophagusESCC2.66e-052.50e-010.1124
29127RACGAP1P21T-EHumanEsophagusESCC8.77e-052.69e-010.1617
29127RACGAP1P23T-EHumanEsophagusESCC8.24e-032.12e-010.108
29127RACGAP1P24T-EHumanEsophagusESCC6.36e-134.55e-010.1287
29127RACGAP1P26T-EHumanEsophagusESCC3.63e-062.82e-010.1276
29127RACGAP1P28T-EHumanEsophagusESCC1.67e-051.89e-010.1149
29127RACGAP1P30T-EHumanEsophagusESCC7.57e-052.95e-010.137
29127RACGAP1P31T-EHumanEsophagusESCC7.98e-052.22e-010.1251
29127RACGAP1P32T-EHumanEsophagusESCC1.44e-083.68e-010.1666
29127RACGAP1P37T-EHumanEsophagusESCC2.72e-053.02e-010.1371
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.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.

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:00519882EsophagusESCCregulation of attachment of spindle microtubules to kinetochore13/855213/187233.75e-053.04e-0413
GO:00324653EsophagusESCCregulation of cytokinesis57/855292/187231.20e-035.88e-0357
GO:003086610EsophagusESCCcortical actin cytoskeleton organization28/855240/187231.61e-037.50e-0328
GO:003103219EsophagusESCCactomyosin structure organization108/8552196/187234.86e-031.88e-02108
GO:00513025EsophagusESCCregulation of cell division97/8552177/187238.93e-033.12e-0297
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:014001411LiverHCCmitotic nuclear division174/7958287/187233.74e-101.23e-08174
GO:0000070LiverHCCmitotic sister chromatid segregation110/7958168/187231.42e-094.25e-08110
GO:00008191LiverHCCsister chromatid segregation128/7958202/187231.59e-094.73e-08128
GO:000705111LiverHCCspindle organization116/7958184/187231.40e-083.40e-07116
GO:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:003086512LiverHCCcortical cytoskeleton organization47/795861/187234.03e-088.69e-0747
GO:000705211LiverHCCmitotic spindle organization80/7958120/187237.43e-081.50e-0680
GO:190285011LiverHCCmicrotubule cytoskeleton organization involved in mitosis93/7958147/187232.91e-075.09e-0693
GO:003250611LiverHCCcytokinetic process32/795839/187234.73e-077.69e-0632
GO:000028111LiverHCCmitotic cytokinesis51/795871/187235.20e-078.38e-0651
GO:005122511LiverHCCspindle assembly75/7958117/187231.92e-062.67e-0575
GO:0098813LiverHCCnuclear chromosome segregation157/7958281/187233.82e-064.95e-05157
GO:004578711LiverHCCpositive regulation of cell cycle172/7958313/187235.29e-066.58e-05172
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
Page: 1 2 3 4 5 6 

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
RACGAP1SNVMissense_Mutationnovelc.150N>Tp.Glu50Aspp.E50DQ9H0H5protein_codingtolerated(0.12)benign(0.13)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
RACGAP1SNVMissense_Mutationc.1838N>Cp.Ser613Thrp.S613TQ9H0H5protein_codingtolerated(0.1)benign(0.007)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
RACGAP1SNVMissense_Mutationc.1658N>Gp.Leu553Argp.L553RQ9H0H5protein_codingtolerated(0.42)benign(0.014)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RACGAP1SNVMissense_Mutationc.452N>Ap.Ser151Tyrp.S151YQ9H0H5protein_codingdeleterious(0.02)benign(0.345)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RACGAP1SNVMissense_Mutationnovelc.1624T>Gp.Phe542Valp.F542VQ9H0H5protein_codingtolerated(0.14)possibly_damaging(0.702)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RACGAP1SNVMissense_Mutationnovelc.1585N>Cp.Glu529Glnp.E529QQ9H0H5protein_codingtolerated(0.12)benign(0.419)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
RACGAP1SNVMissense_Mutationnovelc.194N>Ap.Arg65Glnp.R65QQ9H0H5protein_codingtolerated(0.11)benign(0.164)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RACGAP1SNVMissense_Mutationc.272N>Ap.Ala91Aspp.A91DQ9H0H5protein_codingdeleterious(0.01)possibly_damaging(0.634)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
RACGAP1deletionFrame_Shift_Delnovelc.1091_1092delCCp.Ser364TyrfsTer8p.S364Yfs*8Q9H0H5protein_codingTCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
RACGAP1SNVMissense_Mutationnovelc.578G>Ap.Gly193Aspp.G193DQ9H0H5protein_codingtolerated(0.26)benign(0.043)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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
29127RACGAP1NATCMDC-124522CHEMBL526776
29127RACGAP1NAISOORIENTINISOORIENTIN
29127RACGAP1NATHUNBERGINOL BTHUNBERGINOL B
29127RACGAP1NAGNF-PF-321CHEMBL581044
29127RACGAP1NAKAEMPFEROLKAEMPFEROL
29127RACGAP1NATCMDC-138263CHEMBL535307
29127RACGAP1NA4-(N,NDIMETHYLAMINO)BENZALDOXIMECHEMBL498513
29127RACGAP1NACOUMESTROLCOUMESTROL
29127RACGAP1NASULFURETINSULFURETIN
29127RACGAP1NANSC-60339CHEMBL1448793
Page: 1 2 3 4 5 6 7