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: ARHGEF19

Gene summary for ARHGEF19

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGEF19

Gene ID

128272

Gene nameRho guanine nucleotide exchange factor 19
Gene AliasWGEF
Cytomap1p36.13
Gene Typeprotein-coding
GO ID

GO:0001736

UniProtAcc

B4DN02


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
128272ARHGEF19LZE21D1HumanEsophagusHGIN1.80e-021.72e-010.0632
128272ARHGEF19LZE24THumanEsophagusESCC4.95e-171.96e-010.0596
128272ARHGEF19P1T-EHumanEsophagusESCC3.48e-042.74e-010.0875
128272ARHGEF19P2T-EHumanEsophagusESCC1.05e-305.14e-010.1177
128272ARHGEF19P4T-EHumanEsophagusESCC7.38e-091.91e-010.1323
128272ARHGEF19P5T-EHumanEsophagusESCC2.09e-022.35e-020.1327
128272ARHGEF19P8T-EHumanEsophagusESCC2.04e-101.29e-010.0889
128272ARHGEF19P9T-EHumanEsophagusESCC3.91e-101.06e-010.1131
128272ARHGEF19P10T-EHumanEsophagusESCC1.13e-173.23e-010.116
128272ARHGEF19P11T-EHumanEsophagusESCC1.51e-051.81e-010.1426
128272ARHGEF19P12T-EHumanEsophagusESCC3.49e-182.71e-010.1122
128272ARHGEF19P15T-EHumanEsophagusESCC2.76e-201.69e-010.1149
128272ARHGEF19P16T-EHumanEsophagusESCC3.53e-171.06e-010.1153
128272ARHGEF19P19T-EHumanEsophagusESCC6.47e-052.26e-010.1662
128272ARHGEF19P20T-EHumanEsophagusESCC5.99e-101.46e-010.1124
128272ARHGEF19P21T-EHumanEsophagusESCC1.94e-182.65e-010.1617
128272ARHGEF19P22T-EHumanEsophagusESCC6.11e-107.97e-020.1236
128272ARHGEF19P23T-EHumanEsophagusESCC1.99e-172.40e-010.108
128272ARHGEF19P24T-EHumanEsophagusESCC1.28e-088.30e-020.1287
128272ARHGEF19P26T-EHumanEsophagusESCC1.96e-141.98e-010.1276
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
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
∗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:003297027EsophagusHGINregulation of actin filament-based process77/2587397/187231.14e-031.39e-0277
GO:001605516EsophagusHGINWnt signaling pathway83/2587444/187232.27e-032.33e-0283
GO:003295627EsophagusHGINregulation of actin cytoskeleton organization69/2587358/187232.35e-032.39e-0269
GO:019873816EsophagusHGINcell-cell signaling by wnt83/2587446/187232.58e-032.55e-0283
GO:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:00017387EsophagusESCCmorphogenesis of a polarized epithelium63/855294/187232.34e-052.00e-0463
GO:00600714EsophagusESCCWnt signaling pathway, planar cell polarity pathway36/855252/187235.05e-042.79e-0336
GO:00901753EsophagusESCCregulation of establishment of planar polarity37/855256/187231.65e-037.65e-0337
GO:00017361EsophagusESCCestablishment of planar polarity45/855272/187232.97e-031.24e-0245
GO:00071641EsophagusESCCestablishment of tissue polarity45/855272/187232.97e-031.24e-0245
GO:00355671EsophagusESCCnon-canonical Wnt signaling pathway45/855272/187232.97e-031.24e-0245
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:20000274EsophagusESCCregulation of animal organ morphogenesis71/8552125/187237.97e-032.84e-0271
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:003297020Oral cavityOSCCregulation of actin filament-based process209/7305397/187231.89e-083.72e-07209
Page: 1 2 

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
ARHGEF19SNVMissense_Mutationc.2317N>Cp.Glu773Glnp.E773QQ8IW93protein_codingdeleterious(0.02)possibly_damaging(0.885)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARHGEF19SNVMissense_Mutationc.2228N>Tp.Ser743Leup.S743LQ8IW93protein_codingtolerated(0.75)benign(0)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ARHGEF19insertionFrame_Shift_Insnovelc.14_15insGGGAGGGp.Pro6GlyfsTer144p.P6Gfs*144Q8IW93protein_codingTCGA-AN-A0FY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARHGEF19insertionFrame_Shift_Insnovelc.1787_1788insGAATCAAGGGCTAGACTGTATGCCGAGGACTp.His596GlnfsTer42p.H596Qfs*42Q8IW93protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ARHGEF19SNVMissense_Mutationnovelc.1164G>Tp.Glu388Aspp.E388DQ8IW93protein_codingdeleterious(0)probably_damaging(0.943)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARHGEF19SNVMissense_Mutationc.620N>Gp.Ser207Cysp.S207CQ8IW93protein_codingtolerated_low_confidence(0.12)benign(0.319)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARHGEF19SNVMissense_Mutationnovelc.2356N>Ap.Glu786Lysp.E786KQ8IW93protein_codingdeleterious(0)probably_damaging(0.99)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
ARHGEF19SNVMissense_Mutationnovelc.2345G>Ap.Arg782Glnp.R782QQ8IW93protein_codingtolerated(0.21)possibly_damaging(0.611)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ARHGEF19SNVMissense_Mutationrs781061684c.1772N>Ap.Arg591Hisp.R591HQ8IW93protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARHGEF19SNVMissense_Mutationc.1357N>Ap.Asp453Asnp.D453NQ8IW93protein_codingdeleterious(0.02)probably_damaging(0.969)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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