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: ARHGAP26

Gene summary for ARHGAP26

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP26

Gene ID

23092

Gene nameRho GTPase activating protein 26
Gene AliasGRAF
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

A0A0S2Z536


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
23092ARHGAP26CCI_2HumanCervixCC5.52e-141.83e+000.5249
23092ARHGAP26CCI_3HumanCervixCC7.85e-151.00e+000.516
23092ARHGAP26TumorHumanCervixCC1.02e-04-2.05e-010.1241
23092ARHGAP26T3HumanCervixCC5.75e-04-1.86e-010.1389
23092ARHGAP26HTA11_3410_2000001011HumanColorectumAD4.77e-15-5.66e-010.0155
23092ARHGAP26HTA11_2951_2000001011HumanColorectumAD2.75e-03-7.07e-010.0216
23092ARHGAP26HTA11_1938_2000001011HumanColorectumAD1.47e-117.10e-01-0.0811
23092ARHGAP26HTA11_78_2000001011HumanColorectumAD4.72e-086.94e-01-0.1088
23092ARHGAP26HTA11_347_2000001011HumanColorectumAD6.18e-106.49e-01-0.1954
23092ARHGAP26HTA11_1391_2000001011HumanColorectumAD1.11e-035.23e-01-0.059
23092ARHGAP26HTA11_2992_2000001011HumanColorectumSER5.97e-03-7.91e-02-0.1706
23092ARHGAP26HTA11_866_3004761011HumanColorectumAD3.31e-27-7.80e-010.096
23092ARHGAP26HTA11_7696_3000711011HumanColorectumAD2.04e-14-5.66e-010.0674
23092ARHGAP26HTA11_99999970781_79442HumanColorectumMSS2.58e-31-7.60e-010.294
23092ARHGAP26HTA11_99999965062_69753HumanColorectumMSI-H2.70e-128.76e-010.3487
23092ARHGAP26HTA11_99999971662_82457HumanColorectumMSS2.02e-02-2.40e-010.3859
23092ARHGAP26HTA11_99999974143_84620HumanColorectumMSS2.08e-45-9.20e-010.3005
23092ARHGAP26F007HumanColorectumFAP2.52e-02-2.61e-010.1176
23092ARHGAP26A001-C-207HumanColorectumFAP3.27e-04-7.30e-020.1278
23092ARHGAP26A015-C-203HumanColorectumFAP1.47e-33-5.27e-01-0.1294
Page: 1 2 3 4 5 6 7 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
∗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:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:00510561ColorectumMSSregulation of small GTPase mediated signal transduction82/3467302/187231.31e-041.99e-0382
GO:00510562ColorectumFAPregulation of small GTPase mediated signal transduction78/2622302/187233.25e-082.85e-0678
GO:00510563ColorectumCRCregulation of small GTPase mediated signal transduction69/2078302/187233.34e-099.08e-0769
GO:00510567EndometriumAEHregulation of small GTPase mediated signal transduction59/2100302/187231.43e-053.03e-0459
GO:005105612EndometriumEECregulation of small GTPase mediated signal transduction61/2168302/187239.42e-062.08e-0461
GO:00510565LungIACregulation of small GTPase mediated signal transduction70/2061302/187239.44e-101.87e-0770
GO:005105611LungAISregulation of small GTPase mediated signal transduction66/1849302/187234.26e-109.53e-0866
GO:005105621LungMIACregulation of small GTPase mediated signal transduction35/967302/187236.81e-066.35e-0435
GO:00510569Oral cavityEOLPregulation of small GTPase mediated signal transduction51/2218302/187235.67e-032.92e-0251
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
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
ARHGAP26SNVMissense_Mutationrs148543665c.664N>Tp.Gly222Trpp.G222WQ9UNA1protein_codingdeleterious(0.01)probably_damaging(0.981)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ARHGAP26SNVMissense_Mutationrs369464916c.1772C>Tp.Ser591Phep.S591FQ9UNA1protein_codingdeleterious(0.02)probably_damaging(0.986)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
ARHGAP26SNVMissense_Mutationnovelc.1677C>Gp.Ile559Metp.I559MQ9UNA1protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ARHGAP26SNVMissense_Mutationrs374932134c.1693N>Ap.Glu565Lysp.E565KQ9UNA1protein_codingtolerated(0.14)possibly_damaging(0.545)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP26SNVMissense_Mutationc.775G>Cp.Glu259Glnp.E259QQ9UNA1protein_codingtolerated(0.05)probably_damaging(0.968)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ARHGAP26SNVMissense_Mutationc.149N>Cp.Leu50Prop.L50PQ9UNA1protein_codingdeleterious(0.02)possibly_damaging(0.79)TCGA-AR-A1AX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ARHGAP26SNVMissense_Mutationc.2296G>Ap.Ala766Thrp.A766TQ9UNA1protein_codingtolerated(0.05)probably_damaging(0.994)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP26SNVMissense_Mutationc.1709N>Tp.Thr570Ilep.T570IQ9UNA1protein_codingtolerated(0.19)benign(0.097)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP26SNVMissense_Mutationc.661T>Ap.Phe221Ilep.F221IQ9UNA1protein_codingdeleterious(0)probably_damaging(0.93)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ARHGAP26SNVMissense_Mutationnovelc.1921N>Gp.Leu641Valp.L641VQ9UNA1protein_codingtolerated(0.35)benign(0.034)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

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