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: GREB1

Gene summary for GREB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GREB1

Gene ID

9687

Gene namegrowth regulating estrogen receptor binding 1
Gene AliasGREB1
Cytomap2p25.1
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

Q4ZG55


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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
9687GREB1AEH-subject2HumanEndometriumAEH1.39e-02-1.43e-01-0.2525
9687GREB1AEH-subject3HumanEndometriumAEH1.10e-031.87e-01-0.2576
9687GREB1AEH-subject5HumanEndometriumAEH2.67e-256.79e-01-0.2953
9687GREB1EEC-subject1HumanEndometriumEEC2.31e-041.70e-01-0.2682
9687GREB1EEC-subject3HumanEndometriumEEC2.84e-03-9.50e-03-0.2525
9687GREB1GSM5276934HumanEndometriumEEC1.64e-04-2.03e-01-0.0913
9687GREB1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.15e-12-2.44e-01-0.1869
9687GREB1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.96e-08-2.83e-01-0.1875
9687GREB1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC5.39e-11-2.37e-01-0.1883
9687GREB1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC7.35e-09-3.29e-03-0.1934
9687GREB1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.00e-13-2.08e-01-0.1917
9687GREB1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.99e-12-2.61e-01-0.1916
9687GREB1HCC1_MengHumanLiverHCC2.67e-234.76e-020.0246
9687GREB1HCC1HumanLiverHCC8.64e-032.13e+000.5336
9687GREB1HCC2HumanLiverHCC2.18e-034.28e-010.5341
9687GREB1HCC5HumanLiverHCC9.03e-061.25e+000.4932
9687GREB1S014HumanLiverHCC4.16e-166.18e-010.2254
9687GREB1S015HumanLiverHCC8.63e-271.06e+000.2375
9687GREB1S016HumanLiverHCC3.38e-236.96e-010.2243
9687GREB1HTA12-23-1HumanPancreasPDAC4.03e-057.35e-010.3405
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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
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
∗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:00016553LiverHCCurogenital system development170/7958338/187232.15e-031.08e-02170
GO:00018222LiverHCCkidney development148/7958293/187233.25e-031.49e-02148
GO:00720012LiverHCCrenal system development152/7958302/187233.45e-031.56e-02152
GO:006145811LiverHCCreproductive system development205/7958427/187231.16e-024.27e-02205
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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
∗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
GREB1SNVMissense_Mutationnovelc.869N>Cp.Asn290Thrp.N290TQ4ZG55protein_codingtolerated(0.18)benign(0.003)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
GREB1SNVMissense_Mutationc.4966N>Ap.Val1656Ilep.V1656IQ4ZG55protein_codingtolerated(0.11)benign(0.007)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GREB1SNVMissense_Mutationrs775859147c.3590N>Tp.Thr1197Metp.T1197MQ4ZG55protein_codingdeleterious(0.04)benign(0.131)TCGA-AC-A3EH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
GREB1SNVMissense_Mutationnovelc.5318G>Tp.Gly1773Valp.G1773VQ4ZG55protein_codingdeleterious(0)probably_damaging(0.927)TCGA-D8-A1JG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GREB1SNVMissense_Mutationc.1202N>Gp.Val401Glyp.V401GQ4ZG55protein_codingdeleterious(0)possibly_damaging(0.76)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GREB1SNVMissense_Mutationc.237C>Ap.Phe79Leup.F79LQ4ZG55protein_codingdeleterious(0)benign(0.013)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
GREB1SNVMissense_Mutationnovelc.5318G>Tp.Gly1773Valp.G1773VQ4ZG55protein_codingdeleterious(0)probably_damaging(0.927)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GREB1SNVMissense_Mutationrs770801145c.2146C>Tp.His716Tyrp.H716YQ4ZG55protein_codingdeleterious(0)benign(0.341)TCGA-GI-A2C8-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificAdriamycinSD
GREB1insertionNonsense_Mutationnovelc.2504_2505insGTAAGGAGATAAGTACACAATCAGATGGGGp.Ile835delinsMetTerGlyAspLysTyrThrIleArgTrpGlyp.I835delinsM*GDKYTIRWGQ4ZG55protein_codingTCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
GREB1insertionNonsense_Mutationnovelc.109_110insGGAGGTGCCCAGAGAATAACGTATAGCCTTAAATGTCTTCGp.Phe37TrpfsTer9p.F37Wfs*9Q4ZG55protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
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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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