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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: ARHGAP10

Gene summary for ARHGAP10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP10

Gene ID

79658

Gene nameRho GTPase activating protein 10
Gene AliasGRAF2
Cytomap4q31.23
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

A1A4S6


Top

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
79658ARHGAP10LZE4THumanEsophagusESCC1.54e-061.89e-010.0811
79658ARHGAP10P2T-EHumanEsophagusESCC2.87e-214.14e-010.1177
79658ARHGAP10P5T-EHumanEsophagusESCC2.25e-031.20e-010.1327
79658ARHGAP10P8T-EHumanEsophagusESCC1.26e-095.00e-020.0889
79658ARHGAP10P9T-EHumanEsophagusESCC7.67e-052.63e-010.1131
79658ARHGAP10P10T-EHumanEsophagusESCC9.31e-162.18e-010.116
79658ARHGAP10P11T-EHumanEsophagusESCC3.66e-104.81e-010.1426
79658ARHGAP10P12T-EHumanEsophagusESCC6.26e-171.53e-010.1122
79658ARHGAP10P15T-EHumanEsophagusESCC2.17e-072.35e-010.1149
79658ARHGAP10P16T-EHumanEsophagusESCC2.30e-126.32e-020.1153
79658ARHGAP10P20T-EHumanEsophagusESCC2.66e-081.63e-010.1124
79658ARHGAP10P21T-EHumanEsophagusESCC3.07e-112.07e-010.1617
79658ARHGAP10P22T-EHumanEsophagusESCC3.94e-111.53e-010.1236
79658ARHGAP10P24T-EHumanEsophagusESCC8.88e-121.62e-010.1287
79658ARHGAP10P26T-EHumanEsophagusESCC9.84e-234.37e-010.1276
79658ARHGAP10P28T-EHumanEsophagusESCC5.66e-081.94e-010.1149
79658ARHGAP10P31T-EHumanEsophagusESCC1.98e-153.22e-010.1251
79658ARHGAP10P32T-EHumanEsophagusESCC4.82e-173.61e-010.1666
79658ARHGAP10P37T-EHumanEsophagusESCC6.50e-132.88e-010.1371
79658ARHGAP10P39T-EHumanEsophagusESCC1.28e-024.95e-030.0894
Page: 1 2 3 4 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:005105614Oral cavityNEOLPregulation of small GTPase mediated signal transduction49/2005302/187232.04e-031.36e-0249
GO:00510568ProstateBPHregulation of small GTPase mediated signal transduction78/3107302/187232.69e-053.16e-0478
GO:005105613ProstateTumorregulation of small GTPase mediated signal transduction80/3246302/187233.96e-054.57e-0480
GO:005105617ThyroidPTCregulation of small GTPase mediated signal transduction132/5968302/187239.26e-061.04e-04132
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05100211EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
hsa05100310EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
hsa0510030Oral cavityOSCCBacterial invasion of epithelial cells48/370477/84657.51e-042.19e-031.11e-0348
hsa05100113Oral cavityOSCCBacterial invasion of epithelial cells48/370477/84657.51e-042.19e-031.11e-0348
hsa0510061Oral cavityNEOLPBacterial invasion of epithelial cells22/111277/84652.55e-041.62e-031.02e-0322
hsa0510071Oral cavityNEOLPBacterial invasion of epithelial cells22/111277/84652.55e-041.62e-031.02e-0322
hsa0510028ProstateBPHBacterial invasion of epithelial cells35/171877/84655.15e-074.86e-063.00e-0635
hsa05100112ProstateBPHBacterial invasion of epithelial cells35/171877/84655.15e-074.86e-063.00e-0635
hsa0510029ProstateTumorBacterial invasion of epithelial cells36/179177/84654.38e-074.53e-062.81e-0636
hsa0510037ProstateTumorBacterial invasion of epithelial cells36/179177/84654.38e-074.53e-062.81e-0636
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
ARHGAP10SNVMissense_Mutationc.1891N>Ap.Glu631Lysp.E631KA1A4S6protein_codingtolerated(0.31)benign(0.115)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ARHGAP10SNVMissense_Mutationc.759C>Gp.Ile253Metp.I253MA1A4S6protein_codingtolerated(1)benign(0.202)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ARHGAP10insertionIn_Frame_Insnovelc.2010_2011insGGGGTGp.Gly670_Asp671insGlyValp.G670_D671insGVA1A4S6protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ARHGAP10insertionFrame_Shift_Insnovelc.2012_2013insGGGCTTCTCCCAGTCCCTATTTCCACATGAAGAGCp.Asp671GlufsTer44p.D671Efs*44A1A4S6protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ARHGAP10SNVMissense_Mutationnovelc.224N>Tp.Ala75Valp.A75VA1A4S6protein_codingdeleterious(0)possibly_damaging(0.714)TCGA-C5-A905-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARHGAP10SNVMissense_Mutationc.54C>Gp.Phe18Leup.F18LA1A4S6protein_codingdeleterious(0.03)benign(0.011)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARHGAP10SNVMissense_Mutationrs145234400c.1651N>Ap.Ala551Thrp.A551TA1A4S6protein_codingdeleterious(0)possibly_damaging(0.81)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP10SNVMissense_Mutationnovelc.103N>Cp.Phe35Leup.F35LA1A4S6protein_codingtolerated(0.06)benign(0.444)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ARHGAP10SNVMissense_Mutationc.353N>Cp.Lys118Thrp.K118TA1A4S6protein_codingdeleterious(0.03)benign(0)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ARHGAP10SNVMissense_Mutationnovelc.1715N>Tp.Lys572Metp.K572MA1A4S6protein_codingdeleterious(0)benign(0.267)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 

Top

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
Page: 1