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: GATA4

Gene summary for GATA4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GATA4

Gene ID

2626

Gene nameGATA binding protein 4
Gene AliasASD2
Cytomap8p23.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B3KUF4


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
2626GATA4Pat01-BHumanStomachGC2.83e-133.85e-010.5754
2626GATA4Pat02-BHumanStomachGC1.44e-192.48e-010.0368
2626GATA4Pat03-BHumanStomachGC4.80e-153.56e-010.3693
2626GATA4Pat04-BHumanStomachGC1.08e-275.78e-01-0.1483
2626GATA4Pat05-BHumanStomachGC2.20e-073.63e-01-0.0353
2626GATA4Pat06-BHumanStomachGC1.57e-274.21e-01-0.1961
2626GATA4Pat07-BHumanStomachGC7.41e-033.92e-010.0935
2626GATA4Pat09-BHumanStomachGC2.57e-052.83e-01-0.0359
2626GATA4Pat11-BHumanStomachGC1.57e-225.33e-01-0.182
2626GATA4Pat12-BHumanStomachGC1.05e-041.13e-010.0325
2626GATA4Pat13-BHumanStomachGC3.18e-063.17e-010.0555
2626GATA4Pat15-BHumanStomachGC4.70e-103.68e-01-0.0778
2626GATA4Pat18-BHumanStomachGC1.94e-132.95e-01-0.0432
2626GATA4Pat19-BHumanStomachGC1.23e-073.21e-010.0826
2626GATA4Pat22-BHumanStomachGC8.63e-325.06e-01-0.1042
2626GATA4Pat24-BHumanStomachGC3.19e-052.67e-01-0.1184
2626GATA4Pat25-AHumanStomachCAG with IM1.24e-264.03e-01-0.1648
2626GATA4Pat26-AHumanStomachCSG2.92e-263.58e-01-0.2402
2626GATA4Pat28-AHumanStomachCSG2.96e-113.03e-01-0.2594
2626GATA4Pat29-AHumanStomachCAG with IM5.43e-043.16e-01-0.2769
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:20012336StomachGCregulation of apoptotic signaling pathway52/1159356/187236.61e-097.05e-0752
GO:00069796StomachGCresponse to oxidative stress60/1159446/187231.10e-081.01e-0660
GO:00094106StomachGCresponse to xenobiotic stimulus61/1159462/187231.68e-081.43e-0661
GO:00329706StomachGCregulation of actin filament-based process54/1159397/187234.11e-082.85e-0654
GO:00097436StomachGCresponse to carbohydrate40/1159253/187234.13e-082.85e-0640
GO:20012346StomachGCnegative regulation of apoptotic signaling pathway37/1159224/187234.14e-082.85e-0637
GO:00342846StomachGCresponse to monosaccharide37/1159225/187234.67e-083.17e-0637
GO:00097466StomachGCresponse to hexose36/1159219/187237.14e-084.62e-0636
GO:00097496StomachGCresponse to glucose33/1159212/187238.93e-074.33e-0533
GO:00420606StomachGCwound healing52/1159422/187231.63e-067.50e-0552
GO:00621976StomachGCcellular response to chemical stress44/1159337/187232.24e-069.73e-0544
GO:00316676StomachGCresponse to nutrient levels56/1159474/187232.47e-061.06e-0456
GO:00713315StomachGCcellular response to hexose stimulus25/1159153/187237.68e-062.77e-0425
GO:00345996StomachGCcellular response to oxidative stress38/1159288/187238.45e-062.96e-0438
GO:00713265StomachGCcellular response to monosaccharide stimulus25/1159154/187238.64e-062.97e-0425
GO:00300485StomachGCactin filament-based movement22/1159127/187231.03e-053.42e-0422
GO:00713335StomachGCcellular response to glucose stimulus24/1159151/187231.87e-055.77e-0424
GO:00713225StomachGCcellular response to carbohydrate stimulus25/1159163/187232.36e-056.90e-0425
GO:00425935StomachGCglucose homeostasis34/1159258/187232.54e-057.31e-0434
GO:00335005StomachGCcarbohydrate homeostasis34/1159259/187232.76e-057.80e-0434
Page: 1 2 3 4 5 6 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0453012StomachGCTight junction33/708169/84653.03e-064.65e-053.28e-0533
hsa042186StomachGCCellular senescence25/708156/84651.13e-037.72e-035.43e-0325
hsa0453013StomachGCTight junction33/708169/84653.03e-064.65e-053.28e-0533
hsa0421811StomachGCCellular senescence25/708156/84651.13e-037.72e-035.43e-0325
hsa0453021StomachCAG with IMTight junction32/640169/84659.69e-071.62e-051.14e-0532
hsa0421821StomachCAG with IMCellular senescence24/640156/84656.19e-045.05e-033.54e-0324
hsa0453031StomachCAG with IMTight junction32/640169/84659.69e-071.62e-051.14e-0532
hsa0421831StomachCAG with IMCellular senescence24/640156/84656.19e-045.05e-033.54e-0324
hsa0453041StomachCSGTight junction31/633169/84652.29e-063.45e-052.48e-0531
hsa0421841StomachCSGCellular senescence24/633156/84655.29e-044.18e-033.00e-0324
hsa0453051StomachCSGTight junction31/633169/84652.29e-063.45e-052.48e-0531
hsa0421851StomachCSGCellular senescence24/633156/84655.29e-044.18e-033.00e-0324
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
GATA4STMPancreasADJC5,RBPJL,MECOM, etc.2.34e-02The 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.
∗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
GATA4SNVMissense_Mutationnovelc.649N>Cp.Glu217Glnp.E217QP43694protein_codingdeleterious(0)possibly_damaging(0.559)TCGA-OL-A66I-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
GATA4SNVMissense_Mutationc.701N>Tp.Thr234Metp.T234MP43694protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GATA4SNVMissense_Mutationrs745533633c.797G>Ap.Arg266Hisp.R266HP43694protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
GATA4SNVMissense_Mutationrs781198110c.1100N>Tp.Thr367Metp.T367MP43694protein_codingdeleterious(0)possibly_damaging(0.77)TCGA-CK-4950-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolfoxSD
GATA4SNVMissense_Mutationrs145999237c.1087N>Tp.Arg363Cysp.R363CP43694protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
GATA4SNVMissense_Mutationrs376885265c.1166N>Tp.Ala389Valp.A389VP43694protein_codingtolerated(0.31)benign(0.01)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
GATA4SNVMissense_Mutationc.727G>Ap.Gly243Serp.G243SP43694protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GATA4SNVMissense_Mutationrs200167770c.1067N>Gp.Thr356Serp.T356SP43694protein_codingtolerated(0.53)benign(0)TCGA-AX-A2HJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GATA4SNVMissense_Mutationnovelc.1157N>Tp.Ser386Leup.S386LP43694protein_codingdeleterious(0.04)benign(0)TCGA-BG-A2L7-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
GATA4SNVMissense_Mutationrs759067821c.1151N>Tp.Thr384Metp.T384MP43694protein_codingdeleterious(0.03)possibly_damaging(0.451)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
Page: 1 2 3 

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
2626GATA4TRANSCRIPTION FACTOR, ENZYME, CLINICALLY ACTIONABLENSC-85661CHEMBL168409821310620
2626GATA4TRANSCRIPTION FACTOR, ENZYME, CLINICALLY ACTIONABLEDrugs used in alcohol dependence20585342
2626GATA4TRANSCRIPTION FACTOR, ENZYME, CLINICALLY ACTIONABLEANTHRACYCLINES12527808
2626GATA4TRANSCRIPTION FACTOR, ENZYME, CLINICALLY ACTIONABLEwarfarinWARFARIN25026456,29298995
2626GATA4TRANSCRIPTION FACTOR, ENZYME, CLINICALLY ACTIONABLENSC-140905CHEMBL168409721310620
2626GATA4TRANSCRIPTION FACTOR, ENZYME, CLINICALLY ACTIONABLENSC-126866CHEMBL168409921310620
2626GATA4TRANSCRIPTION FACTOR, ENZYME, CLINICALLY ACTIONABLERIBAVIRIN MONOPHOSPHATERIBAVIRIN MONOPHOSPHATE21310620
Page: 1