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: ARHGDIA

Gene summary for ARHGDIA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGDIA

Gene ID

396

Gene nameRho GDP dissociation inhibitor alpha
Gene AliasGDIA1
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P52565


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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
396ARHGDIAAEH-subject1HumanEndometriumAEH1.63e-17-3.81e-01-0.3059
396ARHGDIAAEH-subject2HumanEndometriumAEH1.46e-08-2.66e-01-0.2525
396ARHGDIAAEH-subject3HumanEndometriumAEH3.89e-05-2.49e-01-0.2576
396ARHGDIAAEH-subject4HumanEndometriumAEH4.42e-11-3.34e-01-0.2657
396ARHGDIAAEH-subject5HumanEndometriumAEH1.27e-11-3.94e-01-0.2953
396ARHGDIAEEC-subject1HumanEndometriumEEC7.24e-17-4.01e-01-0.2682
396ARHGDIAEEC-subject2HumanEndometriumEEC1.87e-16-3.35e-01-0.2607
396ARHGDIAEEC-subject3HumanEndometriumEEC1.74e-56-3.83e-01-0.2525
396ARHGDIAEEC-subject4HumanEndometriumEEC2.44e-09-2.75e-01-0.2571
396ARHGDIAEEC-subject5HumanEndometriumEEC5.47e-08-3.27e-01-0.249
396ARHGDIAGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC7.27e-32-2.56e-01-0.1869
396ARHGDIAGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.50e-32-2.06e-01-0.1875
396ARHGDIAGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.71e-33-2.73e-01-0.1883
396ARHGDIAGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.74e-33-2.88e-01-0.1934
396ARHGDIAGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC7.36e-47-1.98e-01-0.1917
396ARHGDIAGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC7.19e-51-1.88e-01-0.1916
396ARHGDIAGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC2.13e-089.16e-02-0.1269
396ARHGDIALZE4THumanEsophagusESCC1.08e-055.41e-010.0811
396ARHGDIALZE5THumanEsophagusESCC2.71e-073.21e-010.0514
396ARHGDIALZE7THumanEsophagusESCC3.24e-041.02e+000.0667
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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:00072669Oral cavityOSCCRho protein signal transduction76/7305137/187236.64e-055.37e-0476
GO:00071629Oral cavityOSCCnegative regulation of cell adhesion145/7305303/187239.95e-045.18e-03145
GO:20002496Oral cavityOSCCregulation of actin cytoskeleton reorganization23/730539/187239.09e-033.26e-0223
GO:00465788Oral cavityOSCCregulation of Ras protein signal transduction90/7305189/187239.58e-033.40e-0290
GO:0071496110Oral cavityLPcellular response to external stimulus124/4623320/187231.44e-085.36e-07124
GO:007121417Oral cavityLPcellular response to abiotic stimulus121/4623331/187238.45e-072.20e-05121
GO:010400417Oral cavityLPcellular response to environmental stimulus121/4623331/187238.45e-072.20e-05121
GO:007126014Oral cavityLPcellular response to mechanical stimulus39/462381/187233.97e-068.20e-0539
GO:000961215Oral cavityLPresponse to mechanical stimulus81/4623216/187231.80e-053.09e-0481
GO:0032970110Oral cavityLPregulation of actin filament-based process133/4623397/187234.21e-056.09e-04133
GO:0032956110Oral cavityLPregulation of actin cytoskeleton organization120/4623358/187239.47e-051.18e-03120
GO:000726515Oral cavityLPRas protein signal transduction109/4623337/187238.44e-047.36e-03109
GO:0022604110Oral cavityLPregulation of cell morphogenesis101/4623309/187238.65e-047.50e-03101
GO:000836017Oral cavityLPregulation of cell shape53/4623154/187234.22e-032.70e-0253
GO:003153217Oral cavityLPactin cytoskeleton reorganization38/4623107/187237.93e-034.36e-0238
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:007149618ProstateBPHcellular response to external stimulus102/3107320/187238.99e-126.79e-10102
GO:002260417ProstateBPHregulation of cell morphogenesis99/3107309/187231.30e-119.72e-1099
GO:00072658ProstateBPHRas protein signal transduction101/3107337/187235.64e-102.79e-08101
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0472216EndometriumAEHNeurotrophin signaling pathway31/1197119/84654.07e-043.07e-032.25e-0331
hsa0472217EndometriumAEHNeurotrophin signaling pathway31/1197119/84654.07e-043.07e-032.25e-0331
hsa0472222EndometriumEECNeurotrophin signaling pathway30/1237119/84651.54e-039.55e-037.12e-0330
hsa0472232EndometriumEECNeurotrophin signaling pathway30/1237119/84651.54e-039.55e-037.12e-0330
hsa0472225EsophagusESCCNeurotrophin signaling pathway80/4205119/84657.33e-053.07e-041.57e-0480
hsa0496223EsophagusESCCVasopressin-regulated water reabsorption33/420544/84655.27e-041.78e-039.13e-0433
hsa04722111EsophagusESCCNeurotrophin signaling pathway80/4205119/84657.33e-053.07e-041.57e-0480
hsa0496233EsophagusESCCVasopressin-regulated water reabsorption33/420544/84655.27e-041.78e-039.13e-0433
hsa0472210LiverHCCNeurotrophin signaling pathway74/4020119/84658.27e-043.26e-031.81e-0374
hsa049624LiverHCCVasopressin-regulated water reabsorption30/402044/84654.41e-031.32e-027.34e-0330
hsa0472211LiverHCCNeurotrophin signaling pathway74/4020119/84658.27e-043.26e-031.81e-0374
hsa0496211LiverHCCVasopressin-regulated water reabsorption30/402044/84654.41e-031.32e-027.34e-0330
hsa0472220Oral cavityOSCCNeurotrophin signaling pathway74/3704119/84653.55e-051.49e-047.58e-0574
hsa049626Oral cavityOSCCVasopressin-regulated water reabsorption29/370444/84652.47e-036.52e-033.32e-0329
hsa04722110Oral cavityOSCCNeurotrophin signaling pathway74/3704119/84653.55e-051.49e-047.58e-0574
hsa0496213Oral cavityOSCCVasopressin-regulated water reabsorption29/370444/84652.47e-036.52e-033.32e-0329
hsa0496222Oral cavityLPVasopressin-regulated water reabsorption20/241844/84651.24e-024.10e-022.64e-0220
hsa0496232Oral cavityLPVasopressin-regulated water reabsorption20/241844/84651.24e-024.10e-022.64e-0220
hsa0472218ProstateBPHNeurotrophin signaling pathway38/1718119/84651.76e-037.16e-034.43e-0338
hsa049625ProstateBPHVasopressin-regulated water reabsorption17/171844/84653.88e-031.39e-028.61e-0317
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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
ARHGDIASNVMissense_Mutationnovelc.265N>Ap.Asp89Asnp.D89Nprotein_codingtolerated(0.06)benign(0.045)TCGA-JL-A3YX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARHGDIASNVMissense_Mutationc.337N>Cp.Lys113Glnp.K113Qprotein_codingdeleterious(0.03)possibly_damaging(0.492)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARHGDIASNVMissense_Mutationc.454C>Tp.Arg152Trpp.R152Wprotein_codingdeleterious(0)probably_damaging(0.994)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ARHGDIASNVMissense_Mutationrs200283878c.199N>Ap.Val67Ilep.V67Iprotein_codingtolerated(0.2)benign(0.003)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ARHGDIASNVMissense_Mutationnovelc.288N>Ap.Ser96Argp.S96Rprotein_codingtolerated(0.06)benign(0.286)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGDIASNVMissense_Mutationc.395C>Tp.Thr132Metp.T132Mprotein_codingdeleterious(0.05)possibly_damaging(0.465)TCGA-A5-A7WJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARHGDIASNVMissense_Mutationnovelc.119N>Gp.Glu40Glyp.E40Gprotein_codingdeleterious(0.03)benign(0.09)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGDIASNVMissense_Mutationc.133G>Ap.Asp45Asnp.D45Nprotein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
ARHGDIASNVMissense_Mutationrs752693120c.187N>Ap.Ala63Thrp.A63Tprotein_codingtolerated(0.09)benign(0.01)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARHGDIASNVMissense_Mutationc.412N>Gp.Lys138Glup.K138Eprotein_codingdeleterious(0.01)possibly_damaging(0.461)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<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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