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: ARHGAP17

Gene summary for ARHGAP17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP17

Gene ID

55114

Gene nameRho GTPase activating protein 17
Gene AliasMST066
Cytomap16p12.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q68EM7


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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
55114ARHGAP17HTA11_3410_2000001011HumanColorectumAD3.94e-12-4.49e-010.0155
55114ARHGAP17HTA11_866_3004761011HumanColorectumAD8.18e-03-3.08e-010.096
55114ARHGAP17HTA11_10711_2000001011HumanColorectumAD3.28e-03-3.39e-010.0338
55114ARHGAP17HTA11_7696_3000711011HumanColorectumAD4.46e-02-1.20e-010.0674
55114ARHGAP17HTA11_99999970781_79442HumanColorectumMSS3.09e-04-2.55e-010.294
55114ARHGAP17HTA11_99999974143_84620HumanColorectumMSS1.31e-09-4.00e-010.3005
55114ARHGAP17F007HumanColorectumFAP1.11e-02-2.71e-010.1176
55114ARHGAP17A002-C-010HumanColorectumFAP3.76e-02-2.29e-010.242
55114ARHGAP17A001-C-207HumanColorectumFAP2.60e-02-2.04e-010.1278
55114ARHGAP17A015-C-203HumanColorectumFAP3.23e-23-2.28e-01-0.1294
55114ARHGAP17A015-C-204HumanColorectumFAP3.08e-05-2.44e-01-0.0228
55114ARHGAP17A014-C-040HumanColorectumFAP2.33e-02-2.40e-01-0.1184
55114ARHGAP17A002-C-201HumanColorectumFAP1.62e-12-3.06e-010.0324
55114ARHGAP17A002-C-203HumanColorectumFAP6.83e-09-2.79e-010.2786
55114ARHGAP17A001-C-119HumanColorectumFAP4.12e-07-3.65e-01-0.1557
55114ARHGAP17A001-C-108HumanColorectumFAP9.41e-13-2.31e-01-0.0272
55114ARHGAP17A002-C-205HumanColorectumFAP4.97e-19-3.18e-01-0.1236
55114ARHGAP17A015-C-005HumanColorectumFAP5.29e-07-3.29e-01-0.0336
55114ARHGAP17A015-C-006HumanColorectumFAP5.08e-14-4.13e-01-0.0994
55114ARHGAP17A015-C-106HumanColorectumFAP8.74e-10-2.51e-01-0.0511
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
∗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: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:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:0016601ColorectumADRac protein signal transduction20/391842/187231.02e-041.53e-0320
GO:0046578ColorectumADregulation of Ras protein signal transduction56/3918189/187232.85e-032.14e-0256
GO:00329702ColorectumMSSregulation of actin filament-based process128/3467397/187232.47e-113.49e-09128
GO:00329562ColorectumMSSregulation of actin cytoskeleton organization113/3467358/187231.46e-091.07e-07113
GO:00072651ColorectumMSSRas protein signal transduction91/3467337/187237.20e-051.21e-0391
GO:00510561ColorectumMSSregulation of small GTPase mediated signal transduction82/3467302/187231.31e-041.99e-0382
GO:00166011ColorectumMSSRac protein signal transduction17/346742/187237.63e-048.10e-0317
GO:00329704ColorectumFAPregulation of actin filament-based process105/2622397/187233.15e-111.38e-08105
GO:00329564ColorectumFAPregulation of actin cytoskeleton organization90/2622358/187231.20e-081.39e-0690
GO:00510562ColorectumFAPregulation of small GTPase mediated signal transduction78/2622302/187233.25e-082.85e-0678
GO:00072652ColorectumFAPRas protein signal transduction80/2622337/187239.61e-074.33e-0580
GO:00465781ColorectumFAPregulation of Ras protein signal transduction47/2622189/187234.67e-059.60e-0447
GO:00166012ColorectumFAPRac protein signal transduction14/262242/187231.20e-031.14e-0214
GO:00329705ColorectumCRCregulation of actin filament-based process89/2078397/187235.25e-113.14e-0889
GO:00510563ColorectumCRCregulation of small GTPase mediated signal transduction69/2078302/187233.34e-099.08e-0769
GO:00329565ColorectumCRCregulation of actin cytoskeleton organization76/2078358/187231.68e-082.79e-0676
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04530ColorectumADTight junction76/2092169/84655.49e-099.69e-086.18e-0876
hsa045301ColorectumADTight junction76/2092169/84655.49e-099.69e-086.18e-0876
hsa045304ColorectumMSSTight junction66/1875169/84654.10e-076.25e-063.83e-0666
hsa045305ColorectumMSSTight junction66/1875169/84654.10e-076.25e-063.83e-0666
hsa045308ColorectumFAPTight junction60/1404169/84651.40e-099.33e-085.67e-0860
hsa045309ColorectumFAPTight junction60/1404169/84651.40e-099.33e-085.67e-0860
hsa0453010ColorectumCRCTight junction44/1091169/84652.51e-067.61e-055.16e-0544
hsa0453011ColorectumCRCTight junction44/1091169/84652.51e-067.61e-055.16e-0544
hsa0453026EndometriumAEHTight junction54/1197169/84651.99e-093.80e-082.78e-0854
hsa04530112EndometriumAEHTight junction54/1197169/84651.99e-093.80e-082.78e-0854
hsa0453027EndometriumEECTight junction54/1237169/84656.56e-091.27e-079.46e-0854
hsa0453036EndometriumEECTight junction54/1237169/84656.56e-091.27e-079.46e-0854
hsa04530211EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa04530310EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa0453042LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa0453052LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
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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
ARHGAP17SNVMissense_Mutationc.1682N>Tp.Ser561Phep.S561FQ68EM7protein_codingtolerated_low_confidence(0.06)benign(0.34)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARHGAP17SNVMissense_Mutationc.832G>Ap.Glu278Lysp.E278KQ68EM7protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
ARHGAP17SNVMissense_Mutationc.2069N>Tp.Ser690Phep.S690FQ68EM7protein_codingtolerated_low_confidence(0.11)benign(0.023)TCGA-C8-A137-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ARHGAP17SNVMissense_Mutationnovelc.1757N>Tp.Ala586Valp.A586VQ68EM7protein_codingtolerated(0.11)benign(0.057)TCGA-E9-A54X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP17insertionFrame_Shift_Insnovelc.1295_1296insCCCTGCTGCCATGTCCCGTGGGGTGCAAGCCp.Glu432AspfsTer23p.E432Dfs*23Q68EM7protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP17SNVMissense_Mutationc.187N>Ap.Glu63Lysp.E63KQ68EM7protein_codingdeleterious(0.02)possibly_damaging(0.823)TCGA-DS-A0VK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ARHGAP17SNVMissense_Mutationc.2024N>Tp.Pro675Leup.P675LQ68EM7protein_codingdeleterious_low_confidence(0.03)benign(0.154)TCGA-EA-A5ZF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ARHGAP17SNVMissense_Mutationrs752563170c.2096G>Ap.Arg699Glnp.R699QQ68EM7protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.968)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARHGAP17SNVMissense_Mutationnovelc.787C>Tp.Arg263Cysp.R263CQ68EM7protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-VS-A9UR-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ARHGAP17SNVMissense_Mutationrs750139572c.96N>Gp.Ile32Metp.I32MQ68EM7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<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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