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: N4BP3

Gene summary for N4BP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

N4BP3

Gene ID

23138

Gene nameNEDD4 binding protein 3
Gene AliasLZTS4
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

O15049


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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
23138N4BP3HTA11_3410_2000001011HumanColorectumAD5.97e-325.53e-010.0155
23138N4BP3HTA11_2487_2000001011HumanColorectumSER9.55e-184.12e-01-0.1808
23138N4BP3HTA11_2951_2000001011HumanColorectumAD1.84e-104.85e-010.0216
23138N4BP3HTA11_1938_2000001011HumanColorectumAD4.48e-277.34e-01-0.0811
23138N4BP3HTA11_347_2000001011HumanColorectumAD3.08e-284.88e-01-0.1954
23138N4BP3HTA11_411_2000001011HumanColorectumSER6.42e-181.04e+00-0.2602
23138N4BP3HTA11_2112_2000001011HumanColorectumSER1.50e-043.61e-01-0.2196
23138N4BP3HTA11_3361_2000001011HumanColorectumAD5.46e-226.00e-01-0.1207
23138N4BP3HTA11_83_2000001011HumanColorectumSER8.54e-175.58e-01-0.1526
23138N4BP3HTA11_696_2000001011HumanColorectumAD4.51e-407.88e-01-0.1464
23138N4BP3HTA11_866_2000001011HumanColorectumAD4.02e-183.61e-01-0.1001
23138N4BP3HTA11_1391_2000001011HumanColorectumAD1.70e-184.15e-01-0.059
23138N4BP3HTA11_2992_2000001011HumanColorectumSER4.22e-238.58e-01-0.1706
23138N4BP3HTA11_5212_2000001011HumanColorectumAD1.08e-249.15e-01-0.2061
23138N4BP3HTA11_5216_2000001011HumanColorectumSER5.22e-301.37e+00-0.1462
23138N4BP3HTA11_546_2000001011HumanColorectumAD2.07e-247.63e-01-0.0842
23138N4BP3HTA11_10711_2000001011HumanColorectumAD4.64e-041.49e-010.0338
23138N4BP3HTA11_7696_3000711011HumanColorectumAD4.25e-051.24e-010.0674
23138N4BP3HTA11_6818_2000001011HumanColorectumAD4.13e-052.68e-010.0112
23138N4BP3HTA11_6818_2000001021HumanColorectumAD6.03e-041.89e-010.0588
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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
∗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
N4BP3SNVMissense_Mutationrs772816113c.496N>Gp.Gln166Glup.Q166EO15049protein_codingtolerated(1)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
N4BP3SNVMissense_Mutationrs769334283c.1225C>Tp.Arg409Trpp.R409WO15049protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B6-A0WT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
N4BP3insertionNonsense_Mutationnovelc.260_261insGTp.Tyr87Terp.Y87*O15049protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
N4BP3SNVMissense_Mutationrs201012815c.335G>Ap.Arg112Hisp.R112HO15049protein_codingdeleterious(0.05)probably_damaging(0.988)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
N4BP3SNVMissense_Mutationrs772816113c.496N>Gp.Gln166Glup.Q166EO15049protein_codingtolerated(1)benign(0)TCGA-C5-A1BJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
N4BP3deletionIn_Frame_Delnovelc.1406_1414delGGGCTGAGCp.Arg469_Glu471delp.R469_E471delO15049protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
N4BP3SNVMissense_Mutationc.4N>Ap.Ala2Thrp.A2TO15049protein_codingtolerated_low_confidence(0.1)benign(0.214)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
N4BP3SNVMissense_Mutationrs187860405c.1187C>Tp.Ala396Valp.A396VO15049protein_codingdeleterious(0.03)probably_damaging(0.936)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
N4BP3SNVMissense_Mutationnovelc.916C>Tp.His306Tyrp.H306YO15049protein_codingdeleterious(0.01)benign(0.265)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
N4BP3SNVMissense_Mutationrs374053735c.404N>Tp.Ala135Valp.A135VO15049protein_codingtolerated(0.2)benign(0.444)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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