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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ARHGAP4

Gene summary for ARHGAP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP4

Gene ID

393

Gene nameRho GTPase activating protein 4
Gene AliasC1
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P98171


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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
393ARHGAP4HTA11_1938_2000001011HumanColorectumAD2.97e-124.57e-01-0.0811
393ARHGAP4HTA11_78_2000001011HumanColorectumAD2.40e-042.30e-01-0.1088
393ARHGAP4HTA11_83_2000001011HumanColorectumSER9.94e-104.44e-01-0.1526
393ARHGAP4HTA11_866_2000001011HumanColorectumAD2.61e-032.30e-01-0.1001
393ARHGAP4HTA11_1391_2000001011HumanColorectumAD7.63e-145.26e-01-0.059
393ARHGAP4HTA11_8622_2000001021HumanColorectumSER1.31e-053.88e-010.0528
393ARHGAP4HTA11_10711_2000001011HumanColorectumAD1.54e-052.96e-010.0338
393ARHGAP4HTA11_7696_3000711011HumanColorectumAD1.37e-255.93e-010.0674
393ARHGAP4HTA11_6818_2000001021HumanColorectumAD2.12e-104.67e-010.0588
393ARHGAP4HTA11_99999970781_79442HumanColorectumMSS9.27e-073.02e-010.294
393ARHGAP4HTA11_99999971662_82457HumanColorectumMSS2.50e-103.75e-010.3859
393ARHGAP4HCC1_MengHumanLiverHCC4.84e-156.46e-020.0246
393ARHGAP4HCC2HumanLiverHCC2.51e-102.37e+000.5341
393ARHGAP4HCC5HumanLiverHCC4.17e-023.62e-010.4932
393ARHGAP4S014HumanLiverHCC2.80e-185.28e-010.2254
393ARHGAP4S015HumanLiverHCC6.27e-144.91e-010.2375
393ARHGAP4S016HumanLiverHCC5.36e-255.66e-010.2243
393ARHGAP4S027HumanLiverHCC3.49e-231.48e+000.2446
393ARHGAP4S028HumanLiverHCC1.68e-441.39e+000.2503
393ARHGAP4S029HumanLiverHCC4.94e-381.32e+000.2581
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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
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
∗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

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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:006056011LiverHCCdevelopmental growth involved in morphogenesis124/7958234/187237.37e-044.47e-03124
GO:000726621LiverHCCRho protein signal transduction76/7958137/187231.46e-037.75e-0376
GO:001097511LiverHCCregulation of neuron projection development220/7958445/187231.68e-038.78e-03220
GO:00459263LiverHCCnegative regulation of growth129/7958249/187231.81e-039.37e-03129
GO:004867511LiverHCCaxon extension67/7958120/187232.17e-031.09e-0267
GO:199013811LiverHCCneuron projection extension92/7958172/187232.31e-031.14e-0292
GO:004657811LiverHCCregulation of Ras protein signal transduction100/7958189/187232.42e-031.18e-02100
GO:004858811LiverHCCdevelopmental cell growth121/7958234/187232.68e-031.28e-02121
GO:0010762LiverHCCregulation of fibroblast migration24/795836/187232.95e-031.38e-0224
GO:00507674LiverHCCregulation of neurogenesis181/7958364/187233.00e-031.40e-02181
GO:00350242LiverHCCnegative regulation of Rho protein signal transduction16/795822/187234.03e-031.76e-0216
GO:00083614LiverHCCregulation of cell size95/7958181/187234.15e-031.81e-0295
GO:0030308LiverHCCnegative regulation of cell growth98/7958188/187234.74e-032.02e-0298
GO:00305164LiverHCCregulation of axon extension52/795895/187231.07e-023.97e-0252
GO:000166721LiverHCCameboidal-type cell migration226/7958475/187231.35e-024.81e-02226
GO:00510565LungIACregulation of small GTPase mediated signal transduction70/2061302/187239.44e-101.87e-0770
GO:00163586LungIACdendrite development55/2061243/187231.35e-071.18e-0555
GO:00726598LungIACprotein localization to plasma membrane60/2061284/187234.74e-073.10e-0560
GO:00329708LungIACregulation of actin filament-based process77/2061397/187234.85e-073.10e-0577
GO:00329568LungIACregulation of actin cytoskeleton organization70/2061358/187231.17e-066.20e-0570
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
ARHGAP4SNVMissense_Mutationnovelc.2188C>Ap.Gln730Lysp.Q730KP98171protein_codingdeleterious(0.03)benign(0.069)TCGA-AC-A2FM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ARHGAP4SNVMissense_Mutationc.884N>Tp.Ala295Valp.A295VP98171protein_codingdeleterious(0)possibly_damaging(0.632)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP4SNVMissense_Mutationnovelc.2551N>Tp.Val851Leup.V851LP98171protein_codingtolerated(0.43)benign(0.039)TCGA-E9-A1RC-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
ARHGAP4insertionIn_Frame_Insnovelc.820_821insTACp.Glu274delinsValGlnp.E274delinsVQP98171protein_codingTCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
ARHGAP4insertionNonsense_Mutationnovelc.819_820insCGTGGCTAAGATTTp.Glu274ArgfsTer3p.E274Rfs*3P98171protein_codingTCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
ARHGAP4SNVMissense_Mutationc.1121N>Ap.Arg374Hisp.R374HP98171protein_codingdeleterious(0)probably_damaging(0.98)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARHGAP4SNVMissense_Mutationnovelc.567N>Tp.Glu189Aspp.E189DP98171protein_codingdeleterious(0)benign(0.345)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARHGAP4SNVMissense_Mutationnovelc.1145N>Ap.Gly382Glup.G382EP98171protein_codingdeleterious(0.01)probably_damaging(0.961)TCGA-C5-A1M5-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ARHGAP4SNVMissense_Mutationnovelc.1091N>Cp.Val364Alap.V364AP98171protein_codingtolerated(0.37)benign(0.003)TCGA-C5-A1ME-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARHGAP4SNVMissense_Mutationnovelc.787N>Tp.Pro263Serp.P263SP98171protein_codingtolerated_low_confidence(0.79)benign(0.025)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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
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