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: GATA6

Gene summary for GATA6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GATA6

Gene ID

2627

Gene nameGATA binding protein 6
Gene AliasGATA6
Cytomap18q11.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q92908


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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
2627GATA6male-WTAHumanThyroidPTC9.69e-03-5.90e-020.1037
2627GATA6PTC01HumanThyroidPTC2.34e-06-7.10e-020.1899
2627GATA6PTC06HumanThyroidPTC3.98e-03-6.51e-030.2057
2627GATA6PTC07HumanThyroidPTC5.77e-061.73e-010.2044
2627GATA6ATC13HumanThyroidATC4.66e-401.03e+000.34
2627GATA6ATC5HumanThyroidATC8.29e-561.11e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0001701111ThyroidPTCin utero embryonic development175/5968367/187231.40e-104.73e-09175
GO:0070482113ThyroidPTCresponse to oxygen levels167/5968347/187231.51e-105.03e-09167
GO:0036293113ThyroidPTCresponse to decreased oxygen levels153/5968322/187232.71e-097.52e-08153
GO:0001666113ThyroidPTCresponse to hypoxia145/5968307/187231.14e-082.74e-07145
GO:0048732113ThyroidPTCgland development193/5968436/187232.88e-086.42e-07193
GO:0001889112ThyroidPTCliver development79/5968147/187233.08e-086.82e-0779
GO:0061008112ThyroidPTChepaticobiliary system development80/5968150/187233.94e-088.55e-0780
GO:00032794ThyroidPTCcardiac septum development54/5968103/187231.17e-051.29e-0454
GO:0071453112ThyroidPTCcellular response to oxygen levels83/5968177/187232.01e-052.04e-0483
GO:000736910ThyroidPTCgastrulation84/5968185/187237.58e-056.52e-0484
GO:0061458112ThyroidPTCreproductive system development173/5968427/187238.70e-057.23e-04173
GO:000283114ThyroidPTCregulation of response to biotic stimulus136/5968327/187231.22e-049.69e-04136
GO:0036294112ThyroidPTCcellular response to decreased oxygen levels74/5968161/187231.23e-049.75e-0474
GO:0048608111ThyroidPTCreproductive structure development170/5968424/187231.86e-041.41e-03170
GO:20007367ThyroidPTCregulation of stem cell differentiation32/596858/187232.01e-041.50e-0332
GO:003032317ThyroidPTCrespiratory tube development80/5968181/187233.23e-042.23e-0380
GO:00017046ThyroidPTCformation of primary germ layer57/5968121/187233.23e-042.23e-0357
GO:007163512ThyroidPTCnegative regulation of transforming growth factor beta production10/596812/187233.59e-042.44e-0310
GO:00032055ThyroidPTCcardiac chamber development72/5968161/187234.13e-042.77e-0372
GO:000749213ThyroidPTCendoderm development39/596877/187234.64e-043.06e-0339
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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
GATA6STMCervixADJTWIST1,SERPINE2,TSLP, etc.1.64e-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.
GATA6QUIEEsophagusHealthyMBP,EIF3J,CKB, etc.3.76e-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.
GATA6CAFLiverHCCCACNA2D1,PCDH9,ADGRB3, etc.7.60e-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.
GATA6CAFLiverHealthyCACNA2D1,PCDH9,ADGRB3, etc.5.76e-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.
GATA6CAFLiverNAFLDCACNA2D1,PCDH9,ADGRB3, etc.6.50e-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.
GATA6ICAFPancreasADJC7,FBLN5,PTGIS, etc.6.03e-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.
GATA6SMCPancreasPanINC7,FBLN5,PTGIS, etc.5.57e-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.
GATA6GMCStomachADJDGKD,ADAM28,OPCML, etc.1.49e-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.
GATA6GMCStomachCSGDGKD,ADAM28,OPCML, etc.1.55e-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.
GATA6GMCStomachGCDGKD,ADAM28,OPCML, etc.1.39e-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.
∗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
GATA6SNVMissense_Mutationc.1449G>Ap.Met483Ilep.M483IQ92908protein_codingdeleterious(0)possibly_damaging(0.704)TCGA-AA-3818-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GATA6SNVMissense_Mutationrs144512170c.1312N>Tp.Arg438Trpp.R438WQ92908protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GATA6SNVMissense_Mutationc.389N>Gp.Ser130Cysp.S130CQ92908protein_codingdeleterious(0)possibly_damaging(0.839)TCGA-D5-6929-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinum+SD
GATA6deletionFrame_Shift_Delc.1454_1455delAAp.Lys485ArgfsTer11p.K485Rfs*11Q92908protein_codingTCGA-CK-6747-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GATA6insertionFrame_Shift_Insnovelc.1502_1503insAp.Thr503AspfsTer5p.T503Dfs*5Q92908protein_codingTCGA-G4-6293-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
GATA6SNVMissense_Mutationc.1378G>Ap.Glu460Lysp.E460KQ92908protein_codingdeleterious(0.03)possibly_damaging(0.661)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GATA6SNVMissense_Mutationrs769972301c.1750G>Ap.Val584Metp.V584MQ92908protein_codingdeleterious(0.02)probably_damaging(0.921)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GATA6SNVMissense_Mutationc.1727C>Tp.Ser576Leup.S576LQ92908protein_codingdeleterious(0.01)benign(0.011)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
GATA6SNVMissense_Mutationc.1735G>Ap.Glu579Lysp.E579KQ92908protein_codingtolerated(0.08)possibly_damaging(0.771)TCGA-AP-A0LT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GATA6SNVMissense_Mutationrs387906818c.1366N>Tp.Arg456Cysp.R456CQ92908protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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