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: ARHGAP6

Gene summary for ARHGAP6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP6

Gene ID

395

Gene nameRho GTPase activating protein 6
Gene AliasRHOGAP6
CytomapXp22.2
Gene Typeprotein-coding
GO ID

GO:0001952

UniProtAcc

O43182


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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
395ARHGAP6Adj_PTCwithHT_6HumanThyroidHT1.09e-02-1.26e-010.02
395ARHGAP6male-WTAHumanThyroidPTC8.36e-165.75e-020.1037
395ARHGAP6PTC01HumanThyroidPTC6.99e-032.15e-020.1899
395ARHGAP6PTC04HumanThyroidPTC1.03e-055.03e-020.1927
395ARHGAP6PTC05HumanThyroidPTC8.40e-062.29e-010.2065
395ARHGAP6PTC06HumanThyroidPTC6.76e-114.92e-010.2057
395ARHGAP6PTC07HumanThyroidPTC3.60e-142.69e-010.2044
395ARHGAP6ATC12HumanThyroidATC1.09e-02-1.38e-010.34
395ARHGAP6ATC13HumanThyroidATC3.78e-153.37e-010.34
395ARHGAP6ATC2HumanThyroidATC3.39e-032.66e-010.34
395ARHGAP6ATC5HumanThyroidATC1.15e-143.72e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:190290318ProstateBPHregulation of supramolecular fiber organization133/3107383/187232.40e-188.73e-16133
GO:000701518ProstateBPHactin filament organization147/3107442/187233.36e-181.15e-15147
GO:003297018ProstateBPHregulation of actin filament-based process133/3107397/187237.07e-171.62e-14133
GO:003295618ProstateBPHregulation of actin cytoskeleton organization118/3107358/187231.51e-141.87e-12118
GO:015011515ProstateBPHcell-substrate junction organization49/3107101/187239.49e-141.01e-1149
GO:005101718ProstateBPHactin filament bundle assembly65/3107157/187231.31e-131.38e-1165
GO:011005318ProstateBPHregulation of actin filament organization96/3107278/187231.90e-131.89e-1196
GO:006157218ProstateBPHactin filament bundle organization65/3107161/187235.29e-134.75e-1165
GO:000704410ProstateBPHcell-substrate junction assembly46/310795/187235.89e-135.21e-1146
GO:005125818ProstateBPHprotein polymerization96/3107297/187231.52e-111.10e-0996
GO:003158910ProstateBPHcell-substrate adhesion110/3107363/187234.64e-112.96e-09110
GO:015011615ProstateBPHregulation of cell-substrate junction organization35/310771/187231.81e-101.02e-0835
GO:001081017ProstateBPHregulation of cell-substrate adhesion74/3107221/187235.40e-102.70e-0874
GO:00072658ProstateBPHRas protein signal transduction101/3107337/187235.64e-102.79e-08101
GO:00480419ProstateBPHfocal adhesion assembly39/310787/187236.07e-102.91e-0839
GO:000815416ProstateBPHactin polymerization or depolymerization72/3107218/187231.82e-097.59e-0872
GO:005189310ProstateBPHregulation of focal adhesion assembly32/310766/187231.85e-097.63e-0832
GO:009010910ProstateBPHregulation of cell-substrate junction assembly32/310766/187231.85e-097.63e-0832
GO:000195210ProstateBPHregulation of cell-matrix adhesion48/3107128/187239.98e-093.34e-0748
GO:003003817ProstateBPHcontractile actin filament bundle assembly42/3107106/187231.27e-084.07e-0742
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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
ARHGAP6SNVMissense_Mutationnovelc.244N>Cp.Ser82Prop.S82PO43182protein_codingdeleterious_low_confidence(0.04)benign(0.261)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ARHGAP6SNVMissense_Mutationc.2189N>Tp.Glu730Valp.E730VO43182protein_codingdeleterious(0)possibly_damaging(0.677)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP6SNVMissense_Mutationc.399N>Cp.Lys133Asnp.K133NO43182protein_codingdeleterious_low_confidence(0.04)benign(0.193)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ARHGAP6SNVMissense_Mutationc.952T>Gp.Phe318Valp.F318VO43182protein_codingdeleterious(0.01)possibly_damaging(0.706)TCGA-D8-A1XJ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
ARHGAP6SNVMissense_Mutationc.2018N>Tp.Ser673Phep.S673FO43182protein_codingdeleterious(0)probably_damaging(0.991)TCGA-E2-A1L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ARHGAP6SNVMissense_Mutationnovelc.2072N>Tp.Gly691Valp.G691VO43182protein_codingtolerated(0.36)probably_damaging(0.96)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
ARHGAP6SNVMissense_Mutationc.998N>Gp.Ser333Cysp.S333CO43182protein_codingdeleterious(0.02)probably_damaging(0.946)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ARHGAP6insertionNonsense_Mutationnovelc.2125_2126insAGGAAGAGGAAGGTATGGCGAGCCCAGTCGTTGGCTGp.Leu709Terp.L709*O43182protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
ARHGAP6SNVMissense_Mutationrs756253019c.2129N>Tp.Ser710Leup.S710LO43182protein_codingdeleterious(0.05)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARHGAP6SNVMissense_Mutationc.2278N>Ap.Glu760Lysp.E760KO43182protein_codingtolerated(0.08)benign(0.057)TCGA-C5-A1BK-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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