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: ARHGAP1

Gene summary for ARHGAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP1

Gene ID

392

Gene nameRho GTPase activating protein 1
Gene AliasCDC42GAP
Cytomap11p11.2
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

Q07960


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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
392ARHGAP1HTA11_3410_2000001011HumanColorectumAD2.91e-052.18e-010.0155
392ARHGAP1HTA11_2487_2000001011HumanColorectumSER1.96e-095.33e-01-0.1808
392ARHGAP1HTA11_1938_2000001011HumanColorectumAD3.17e-115.57e-01-0.0811
392ARHGAP1HTA11_78_2000001011HumanColorectumAD7.96e-095.32e-01-0.1088
392ARHGAP1HTA11_347_2000001011HumanColorectumAD1.43e-266.78e-01-0.1954
392ARHGAP1HTA11_411_2000001011HumanColorectumSER1.25e-101.15e+00-0.2602
392ARHGAP1HTA11_2112_2000001011HumanColorectumSER6.35e-067.08e-01-0.2196
392ARHGAP1HTA11_3361_2000001011HumanColorectumAD1.50e-085.66e-01-0.1207
392ARHGAP1HTA11_83_2000001011HumanColorectumSER9.25e-075.20e-01-0.1526
392ARHGAP1HTA11_696_2000001011HumanColorectumAD7.18e-187.14e-01-0.1464
392ARHGAP1HTA11_866_2000001011HumanColorectumAD2.47e-135.40e-01-0.1001
392ARHGAP1HTA11_1391_2000001011HumanColorectumAD1.91e-196.82e-01-0.059
392ARHGAP1HTA11_2992_2000001011HumanColorectumSER4.18e-025.35e-01-0.1706
392ARHGAP1HTA11_546_2000001011HumanColorectumAD1.65e-065.45e-01-0.0842
392ARHGAP1HTA11_866_3004761011HumanColorectumAD2.87e-042.54e-010.096
392ARHGAP1HTA11_4255_2000001011HumanColorectumSER3.13e-024.16e-010.0446
392ARHGAP1HTA11_8622_2000001021HumanColorectumSER5.00e-035.19e-010.0528
392ARHGAP1HTA11_7663_2000001011HumanColorectumSER6.40e-034.13e-010.0131
392ARHGAP1HTA11_10623_2000001011HumanColorectumAD2.10e-023.49e-01-0.0177
392ARHGAP1HTA11_6801_2000001011HumanColorectumSER1.31e-035.23e-010.0171
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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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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.

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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:190290315CervixHSIL_HPVregulation of supramolecular fiber organization34/737383/187239.14e-063.19e-0434
GO:004325415CervixHSIL_HPVregulation of protein-containing complex assembly34/737428/187238.79e-051.92e-0334
GO:002260414CervixHSIL_HPVregulation of cell morphogenesis25/737309/187235.58e-047.93e-0325
GO:011005315CervixHSIL_HPVregulation of actin filament organization23/737278/187236.73e-049.13e-0323
GO:003227115CervixHSIL_HPVregulation of protein polymerization20/737233/187239.38e-041.18e-0220
GO:003083314CervixHSIL_HPVregulation of actin filament polymerization16/737172/187231.28e-031.48e-0216
GO:003004114CervixHSIL_HPVactin filament polymerization17/737191/187231.49e-031.65e-0217
GO:005125815CervixHSIL_HPVprotein polymerization23/737297/187231.63e-031.77e-0223
GO:000815414CervixHSIL_HPVactin polymerization or depolymerization18/737218/187232.53e-032.48e-0218
GO:003253515CervixHSIL_HPVregulation of cellular component size27/737383/187232.63e-032.54e-0227
GO:000806413CervixHSIL_HPVregulation of actin polymerization or depolymerization16/737188/187233.18e-032.89e-0216
GO:003083213CervixHSIL_HPVregulation of actin filament length16/737189/187233.35e-033.03e-0216
GO:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0016197ColorectumADendosomal transport90/3918230/187231.88e-101.73e-0890
GO:0098876ColorectumADvesicle-mediated transport to the plasma membrane57/3918136/187232.30e-081.27e-0657
GO:0032386ColorectumADregulation of intracellular transport109/3918337/187235.33e-071.95e-05109
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
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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
ARHGAP1SNVMissense_Mutationc.730N>Tp.Val244Phep.V244FQ07960protein_codingdeleterious(0)possibly_damaging(0.713)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARHGAP1SNVMissense_Mutationrs760960194c.205N>Tp.Arg69Trpp.R69WQ07960protein_codingdeleterious(0.01)benign(0.049)TCGA-AG-3592-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARHGAP1deletionFrame_Shift_Delnovelc.178_179delNNp.Trp60GlyfsTer2p.W60Gfs*2Q07960protein_codingTCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP1SNVMissense_Mutationrs764362910c.394N>Ap.Asp132Asnp.D132NQ07960protein_codingtolerated(0.16)benign(0.01)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ARHGAP1SNVMissense_Mutationnovelc.421N>Tp.Arg141Cysp.R141CQ07960protein_codingdeleterious(0.02)probably_damaging(0.985)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARHGAP1SNVMissense_Mutationnovelc.232N>Tp.Asp78Tyrp.D78YQ07960protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
ARHGAP1SNVMissense_Mutationnovelc.1253C>Tp.Thr418Ilep.T418IQ07960protein_codingtolerated(0.43)benign(0.023)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP1SNVMissense_Mutationc.1222A>Gp.Ile408Valp.I408VQ07960protein_codingtolerated(1)benign(0.003)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
ARHGAP1SNVMissense_Mutationrs754102804c.872N>Ap.Arg291Glnp.R291QQ07960protein_codingtolerated(0.07)benign(0.173)TCGA-D1-A167-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP1SNVMissense_Mutationnovelc.1145N>Ap.Ser382Asnp.S382NQ07960protein_codingdeleterious(0.02)benign(0.019)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<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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