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: GMEB1

Gene summary for GMEB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GMEB1

Gene ID

10691

Gene nameglucocorticoid modulatory element binding protein 1
Gene AliasP96PIF
Cytomap1p35.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B1AT47


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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
10691GMEB1LZE20THumanEsophagusESCC3.06e-029.82e-020.0662
10691GMEB1LZE24THumanEsophagusESCC1.30e-051.75e-010.0596
10691GMEB1P2T-EHumanEsophagusESCC6.07e-254.62e-010.1177
10691GMEB1P4T-EHumanEsophagusESCC3.07e-051.53e-010.1323
10691GMEB1P5T-EHumanEsophagusESCC1.05e-069.60e-020.1327
10691GMEB1P8T-EHumanEsophagusESCC2.81e-111.65e-010.0889
10691GMEB1P9T-EHumanEsophagusESCC3.14e-021.12e-010.1131
10691GMEB1P10T-EHumanEsophagusESCC1.09e-161.85e-010.116
10691GMEB1P11T-EHumanEsophagusESCC8.32e-113.58e-010.1426
10691GMEB1P12T-EHumanEsophagusESCC1.56e-091.48e-010.1122
10691GMEB1P15T-EHumanEsophagusESCC3.05e-111.65e-010.1149
10691GMEB1P16T-EHumanEsophagusESCC1.28e-081.62e-010.1153
10691GMEB1P17T-EHumanEsophagusESCC2.56e-021.30e-010.1278
10691GMEB1P20T-EHumanEsophagusESCC5.80e-092.41e-010.1124
10691GMEB1P21T-EHumanEsophagusESCC4.18e-142.51e-010.1617
10691GMEB1P22T-EHumanEsophagusESCC2.55e-129.67e-020.1236
10691GMEB1P23T-EHumanEsophagusESCC7.94e-082.73e-010.108
10691GMEB1P24T-EHumanEsophagusESCC2.55e-061.86e-010.1287
10691GMEB1P26T-EHumanEsophagusESCC2.15e-162.47e-010.1276
10691GMEB1P27T-EHumanEsophagusESCC1.12e-082.06e-010.1055
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
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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
GMEB1ICAFBreastDCISAASDHPPT,DDX28,MIS12, etc.7.74e-03The 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.
GMEB1ENDColorectumMSI-HTARID,TCF7L1,GPC4, etc.5.15e-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.
GMEB1NKEndometriumHealthyMAGI1,RHNO1,ST7-AS2, etc.2.42e-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.
GMEB1PLAOral cavityADJZNF230,IGFBP5,EOMES, etc.1.11e-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.
GMEB1GDTOral cavityEOLPZNF230,IGFBP5,EOMES, etc.1.29e-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.
GMEB1MSC.MVAThyroidPTCAP002387.2,CTLA4,MTRR, etc.3.69e-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.
GMEB1ENDThyroidPTCAP002387.2,CTLA4,MTRR, etc.6.57e-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
GMEB1SNVMissense_Mutationnovelc.164N>Gp.Tyr55Cysp.Y55CQ9Y692protein_codingtolerated(0.19)probably_damaging(0.99)TCGA-3C-AALJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GMEB1SNVMissense_Mutationc.206A>Tp.Glu69Valp.E69VQ9Y692protein_codingdeleterious(0.01)probably_damaging(0.981)TCGA-A1-A0SK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
GMEB1SNVMissense_Mutationc.1517C>Tp.Ser506Leup.S506LQ9Y692protein_codingtolerated(0.2)benign(0.013)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
GMEB1SNVMissense_Mutationnovelc.1718N>Tp.Asp573Valp.D573VQ9Y692protein_codingdeleterious_low_confidence(0)probably_damaging(0.987)TCGA-AR-A2LN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleSD
GMEB1SNVMissense_Mutationnovelc.1330N>Gp.Gln444Glup.Q444EQ9Y692protein_codingdeleterious(0.02)possibly_damaging(0.857)TCGA-BH-A0E7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
GMEB1SNVMissense_Mutationc.347T>Ap.Ile116Lysp.I116KQ9Y692protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GMEB1SNVMissense_Mutationc.477N>Ap.Met159Ilep.M159IQ9Y692protein_codingtolerated(0.59)probably_damaging(0.932)TCGA-E2-A14Z-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
GMEB1SNVMissense_Mutationnovelc.1398N>Gp.His466Glnp.H466QQ9Y692protein_codingtolerated(0.09)probably_damaging(0.969)TCGA-E2-A1B6-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificAdriamycinSD
GMEB1insertionFrame_Shift_Insnovelc.82_83insTCp.Asp28ValfsTer7p.D28Vfs*7Q9Y692protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
GMEB1insertionFrame_Shift_Insnovelc.83_84insTCTTCCCCTTCCCATGCAGCTCAGTTCAGTCTCCCTCp.Thr29LeufsTer14p.T29Lfs*14Q9Y692protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
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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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