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: GATA2

Gene summary for GATA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GATA2

Gene ID

2624

Gene nameGATA binding protein 2
Gene AliasDCML
Cytomap3q21.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P23769


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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
2624GATA2CA_HPV_1HumanCervixCC1.20e-16-6.48e-010.0264
2624GATA2CA_HPV_3HumanCervixCC3.81e-05-4.02e-010.0414
2624GATA2HSIL_HPV_2HumanCervixHSIL_HPV9.65e-07-3.64e-010.0208
2624GATA2N_HPV_2HumanCervixN_HPV1.35e-06-5.09e-01-0.0131
2624GATA2CCI_1HumanCervixCC1.31e-04-7.28e-010.528
2624GATA2CCI_2HumanCervixCC4.05e-04-7.24e-010.5249
2624GATA2CCI_3HumanCervixCC1.38e-06-7.42e-010.516
2624GATA2CCII_1HumanCervixCC1.10e-09-7.55e-010.3249
2624GATA2TumorHumanCervixCC3.82e-25-7.56e-010.1241
2624GATA2sample1HumanCervixCC4.12e-08-4.99e-010.0959
2624GATA2sample3HumanCervixCC5.91e-27-7.65e-010.1387
2624GATA2H2HumanCervixHSIL_HPV1.38e-20-6.16e-010.0632
2624GATA2L1HumanCervixCC6.38e-10-7.68e-010.0802
2624GATA2T1HumanCervixCC9.38e-15-4.46e-010.0918
2624GATA2T2HumanCervixCC2.10e-04-4.60e-010.0709
2624GATA2T3HumanCervixCC1.33e-26-7.59e-010.1389
2624GATA2AEH-subject1HumanEndometriumAEH4.77e-04-1.60e-01-0.3059
2624GATA2AEH-subject2HumanEndometriumAEH2.21e-03-1.61e-01-0.2525
2624GATA2AEH-subject3HumanEndometriumAEH1.48e-06-1.60e-01-0.2576
2624GATA2AEH-subject4HumanEndometriumAEH1.28e-05-1.86e-01-0.2657
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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
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
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.

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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:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:009013210CervixCCepithelium migration90/2311360/187232.45e-116.11e-0990
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:001063110CervixCCepithelial cell migration89/2311357/187233.72e-118.54e-0989
GO:009013010CervixCCtissue migration90/2311365/187235.42e-111.05e-0890
GO:00506737CervixCCepithelial cell proliferation98/2311437/187232.01e-092.15e-0798
GO:001063210CervixCCregulation of epithelial cell migration72/2311292/187234.52e-094.43e-0772
GO:00026837CervixCCnegative regulation of immune system process94/2311434/187232.63e-081.87e-0694
GO:003009910CervixCCmyeloid cell differentiation83/2311381/187231.31e-076.42e-0683
GO:00506787CervixCCregulation of epithelial cell proliferation83/2311381/187231.31e-076.42e-0683
GO:00106349CervixCCpositive regulation of epithelial cell migration47/2311176/187231.73e-078.01e-0647
GO:190370610CervixCCregulation of hemopoiesis80/2311367/187232.14e-079.55e-0680
GO:000226210CervixCCmyeloid cell homeostasis43/2311157/187232.66e-071.12e-0543
GO:00018908CervixCCplacenta development40/2311144/187234.59e-071.77e-0540
GO:003410110CervixCCerythrocyte homeostasis37/2311129/187235.16e-071.93e-0537
GO:00614588CervixCCreproductive system development87/2311427/187231.37e-064.55e-0587
GO:00486088CervixCCreproductive structure development86/2311424/187231.90e-065.97e-0586
GO:003021810CervixCCerythrocyte differentiation34/2311120/187232.00e-066.18e-0534
GO:004887210CervixCChomeostasis of number of cells61/2311272/187232.17e-066.55e-0561
GO:00454445CervixCCfat cell differentiation53/2311229/187233.72e-069.75e-0553
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
GATA2STMCervixN_HPVHPGDS,TPSB2,CPA3, etc.4.47e-01The 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.
GATA2MASTEndometriumADJVWA5A,TPSAB1,KIT, etc.1.02e-01The 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.
GATA2STMEsophagusESCCGATA2-AS1,KBTBD8,SNAI1, etc.4.53e-01The 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.
GATA2MVALiverCirrhoticHEY1,SEMA3G,GJA5, etc.2.30e-01The 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.
GATA2MVALiverHCCHEY1,SEMA3G,GJA5, etc.4.16e-01The 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.
GATA2MASTLungAAHTPSB2,TPSAB1,CPA3, etc.1.60e-01The 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.
GATA2MMCLungADJTPSB2,TPSAB1,CPA3, etc.2.63e-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.
GATA2MASTLungAISTPSAB1,TPSB2,HPGDS, etc.3.39e-01The 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.
GATA2MASTLungIACTPSAB1,CPA3,TPSB2, etc.5.70e-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.
GATA2MMCLungIACTPSAB1,CPA3,TPSB2, etc.3.89e-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.
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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
GATA2SNVMissense_Mutationnovelc.416N>Gp.Ser139Cysp.S139CP23769protein_codingdeleterious(0.01)possibly_damaging(0.789)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
GATA2SNVMissense_Mutationc.1046N>Cp.Cys349Serp.C349SP23769protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GATA2SNVMissense_Mutationc.1114G>Ap.Ala372Thrp.A372TP23769protein_codingdeleterious(0)probably_damaging(1)TCGA-AQ-A1H3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
GATA2SNVMissense_Mutationc.1187N>Ap.Arg396Glnp.R396QP23769protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
GATA2SNVMissense_Mutationc.923N>Ap.Arg308Glnp.R308QP23769protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GATA2SNVMissense_Mutationnovelc.357N>Ap.Ser119Argp.S119RP23769protein_codingdeleterious(0)benign(0.372)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GATA2SNVMissense_Mutationrs387906631c.1061C>Tp.Thr354Metp.T354MP23769protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GATA2SNVMissense_Mutationc.631N>Ap.Val211Ilep.V211IP23769protein_codingtolerated(1)benign(0)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GATA2SNVMissense_Mutationc.529N>Tp.Pro177Serp.P177SP23769protein_codingtolerated(0.1)probably_damaging(0.988)TCGA-CM-6170-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GATA2SNVMissense_Mutationnovelc.371N>Tp.Thr124Metp.T124MP23769protein_codingdeleterious(0.01)benign(0.294)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<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
2624GATA2TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEX5-AZACYTIDINEAZACITIDINE12706120
2624GATA2TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEXfasudilFASUDIL22541434
2624GATA2TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEXN/A22147895,22533337,22271902,22814295,25241285,23521373,21892162
2624GATA2TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEXBORTEZOMIBBORTEZOMIB22541434
2624GATA2TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEXEPOEPOETIN ALFA8677751,9028967
2624GATA2TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEXbortezomibBORTEZOMIB22541434
2624GATA2TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEXFASUDILFASUDIL22541434
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