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:00072669Oral cavityOSCCRho protein signal transduction76/7305137/187236.64e-055.37e-0476
GO:00323874Oral cavityOSCCnegative regulation of intracellular transport35/730558/187238.06e-044.32e-0335
GO:003238616Oral cavityLPregulation of intracellular transport145/4623337/187238.58e-148.27e-12145
GO:001619714Oral cavityLPendosomal transport98/4623230/187231.65e-097.50e-0898
GO:009887614Oral cavityLPvesicle-mediated transport to the plasma membrane53/4623136/187231.54e-041.76e-0353
GO:003238712Oral cavityLPnegative regulation of intracellular transport26/462358/187236.40e-045.82e-0326
GO:000726515Oral cavityLPRas protein signal transduction109/4623337/187238.44e-047.36e-03109
GO:00324564Oral cavityLPendocytic recycling28/462373/187236.61e-033.86e-0228
GO:004325426Oral cavityEOLPregulation of protein-containing complex assembly112/2218428/187231.58e-161.35e-13112
GO:190290326Oral cavityEOLPregulation of supramolecular fiber organization93/2218383/187236.50e-121.08e-0993
GO:000701526Oral cavityEOLPactin filament organization102/2218442/187231.61e-112.48e-09102
GO:003297026Oral cavityEOLPregulation of actin filament-based process93/2218397/187235.39e-117.03e-0993
GO:003227125Oral cavityEOLPregulation of protein polymerization64/2218233/187235.54e-117.07e-0964
GO:005125825Oral cavityEOLPprotein polymerization74/2218297/187232.65e-102.45e-0874
GO:003295626Oral cavityEOLPregulation of actin cytoskeleton organization84/2218358/187234.24e-103.65e-0884
GO:003253523Oral cavityEOLPregulation of cellular component size83/2218383/187232.73e-081.12e-0683
GO:011005326Oral cavityEOLPregulation of actin filament organization65/2218278/187234.55e-081.72e-0665
GO:002260425Oral cavityEOLPregulation of cell morphogenesis69/2218309/187231.21e-074.01e-0669
GO:000815424Oral cavityEOLPactin polymerization or depolymerization53/2218218/187232.08e-076.55e-0653
GO:003004123Oral cavityEOLPactin filament polymerization48/2218191/187232.68e-078.16e-0648
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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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