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: N4BP2

Gene summary for N4BP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

N4BP2

Gene ID

55728

Gene nameNEDD4 binding protein 2
Gene AliasB3BP
Cytomap4p14
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B2ZZ87


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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
55728N4BP2EEC-subject3HumanEndometriumEEC6.73e-03-5.07e-02-0.2525
55728N4BP2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC5.90e-11-1.41e-02-0.1869
55728N4BP2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.21e-14-2.99e-02-0.1875
55728N4BP2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.96e-11-8.39e-02-0.1883
55728N4BP2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.93e-06-4.73e-02-0.1934
55728N4BP2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.20e-07-1.22e-01-0.1917
55728N4BP2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.69e-14-3.20e-02-0.1916
55728N4BP2NAFLD1HumanLiverNAFLD5.33e-076.82e-01-0.04
55728N4BP2HCC1_MengHumanLiverHCC2.78e-601.58e-010.0246
55728N4BP2HCC2_MengHumanLiverHCC1.14e-106.00e-020.0107
55728N4BP2HCC1HumanLiverHCC6.25e-124.20e+000.5336
55728N4BP2HCC2HumanLiverHCC1.68e-223.73e+000.5341
55728N4BP2HCC5HumanLiverHCC1.96e-061.79e+000.4932
55728N4BP2S015HumanLiverHCC7.25e-032.81e-010.2375
55728N4BP2male-WTAHumanThyroidPTC1.29e-066.71e-020.1037
55728N4BP2PTC01HumanThyroidPTC3.08e-021.10e-010.1899
55728N4BP2PTC04HumanThyroidPTC2.22e-082.28e-010.1927
55728N4BP2PTC05HumanThyroidPTC5.68e-073.55e-010.2065
55728N4BP2PTC06HumanThyroidPTC1.23e-245.37e-010.2057
55728N4BP2PTC07HumanThyroidPTC1.54e-233.53e-010.2044
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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
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:00017017BreastPrecancerin utero embryonic development35/1080367/187232.47e-032.27e-0235
GO:000170113BreastIDCin utero embryonic development42/1434367/187235.85e-034.24e-0242
GO:000170122BreastDCISin utero embryonic development41/1390367/187235.74e-034.13e-0241
GO:20007362CervixCCregulation of stem cell differentiation19/231158/187234.01e-056.21e-0419
GO:00488634CervixCCstem cell differentiation46/2311206/187234.11e-056.36e-0446
GO:00017018CervixCCin utero embryonic development71/2311367/187237.21e-051.00e-0371
GO:20007372CervixCCnegative regulation of stem cell differentiation10/231123/187232.00e-042.29e-0310
GO:00022443CervixCChematopoietic progenitor cell differentiation26/2311114/187231.30e-031.03e-0226
GO:0060218CervixCChematopoietic stem cell differentiation10/231130/187232.33e-031.66e-0210
GO:1901532CervixCCregulation of hematopoietic progenitor cell differentiation10/231132/187233.96e-032.48e-0210
GO:1902036CervixCCregulation of hematopoietic stem cell differentiation6/231114/187234.36e-032.67e-026
GO:004886313CervixN_HPVstem cell differentiation14/534206/187232.43e-032.20e-0214
GO:200073711CervixN_HPVnegative regulation of stem cell differentiation4/53423/187233.76e-033.00e-024
GO:200073611CervixN_HPVregulation of stem cell differentiation6/53458/187236.04e-034.17e-026
GO:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:00017012ColorectumMSSin utero embryonic development99/3467367/187233.71e-057.10e-0499
GO:0002244ColorectumMSShematopoietic progenitor cell differentiation32/3467114/187238.07e-034.91e-0232
GO:00017013ColorectumFAPin utero embryonic development81/2622367/187231.58e-054.10e-0481
GO:00022441ColorectumFAPhematopoietic progenitor cell differentiation29/2622114/187238.35e-048.71e-0329
GO:0048863ColorectumFAPstem cell differentiation44/2622206/187232.48e-031.96e-0244
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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
N4BP2SNVMissense_Mutationc.4384N>Gp.Gln1462Glup.Q1462EQ86UW6protein_codingdeleterious(0.03)benign(0.03)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
N4BP2SNVMissense_Mutationrs201204950c.4933C>Tp.Arg1645Trpp.R1645WQ86UW6protein_codingdeleterious(0)probably_damaging(0.916)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
N4BP2SNVMissense_Mutationc.935N>Tp.Thr312Ilep.T312IQ86UW6protein_codingtolerated(0.33)benign(0.001)TCGA-AN-A0FZ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
N4BP2SNVMissense_Mutationc.4277C>Tp.Ser1426Phep.S1426FQ86UW6protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
N4BP2SNVMissense_Mutationc.4859N>Tp.Asp1620Valp.D1620VQ86UW6protein_codingdeleterious(0)probably_damaging(0.952)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
N4BP2SNVMissense_Mutationc.2320N>Cp.Ser774Prop.S774PQ86UW6protein_codingdeleterious(0.03)benign(0.023)TCGA-C8-A1HK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
N4BP2SNVMissense_Mutationc.3085N>Cp.Glu1029Glnp.E1029QQ86UW6protein_codingdeleterious(0)probably_damaging(0.968)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
N4BP2SNVMissense_Mutationc.2156N>Ap.Ser719Tyrp.S719YQ86UW6protein_codingtolerated(0.12)benign(0.086)TCGA-D8-A1JG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
N4BP2SNVMissense_Mutationc.1880N>Cp.Leu627Serp.L627SQ86UW6protein_codingtolerated(0.16)benign(0)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
N4BP2SNVMissense_Mutationnovelc.70G>Ap.Val24Ilep.V24IQ86UW6protein_codingdeleterious(0.01)benign(0.041)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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