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: N4BP1

Gene summary for N4BP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

N4BP1

Gene ID

9683

Gene nameNEDD4 binding protein 1
Gene AliasN4BP1
Cytomap16q12.1
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

O75113


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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
9683N4BP1CCI_1HumanCervixCC1.52e-036.20e-010.528
9683N4BP1CCI_2HumanCervixCC2.70e-071.04e+000.5249
9683N4BP1CCI_3HumanCervixCC5.41e-068.63e-010.516
9683N4BP1sample3HumanCervixCC1.14e-042.31e-010.1387
9683N4BP1T3HumanCervixCC1.94e-042.46e-010.1389
9683N4BP1LZE4THumanEsophagusESCC2.67e-113.32e-010.0811
9683N4BP1LZE7THumanEsophagusESCC5.24e-072.85e-010.0667
9683N4BP1LZE8THumanEsophagusESCC9.08e-071.35e-010.067
9683N4BP1LZE20THumanEsophagusESCC3.68e-073.43e-010.0662
9683N4BP1LZE22THumanEsophagusESCC8.82e-042.97e-010.068
9683N4BP1LZE24THumanEsophagusESCC2.50e-174.24e-010.0596
9683N4BP1LZE21THumanEsophagusESCC3.02e-052.78e-010.0655
9683N4BP1P1T-EHumanEsophagusESCC8.86e-177.60e-010.0875
9683N4BP1P2T-EHumanEsophagusESCC7.05e-321.67e-010.1177
9683N4BP1P4T-EHumanEsophagusESCC9.70e-205.09e-010.1323
9683N4BP1P5T-EHumanEsophagusESCC4.29e-223.85e-010.1327
9683N4BP1P8T-EHumanEsophagusESCC9.09e-162.80e-010.0889
9683N4BP1P9T-EHumanEsophagusESCC1.06e-091.74e-010.1131
9683N4BP1P10T-EHumanEsophagusESCC2.67e-151.23e-010.116
9683N4BP1P11T-EHumanEsophagusESCC2.06e-104.49e-010.1426
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:190179915ThyroidATCnegative regulation of proteasomal protein catabolic process27/629349/187231.58e-037.99e-0327
GO:004508813ThyroidATCregulation of innate immune response94/6293218/187232.05e-039.71e-0394
GO:004507110ThyroidATCnegative regulation of viral genome replication29/629356/187233.76e-031.64e-0229
GO:004852518ThyroidATCnegative regulation of viral process43/629392/187236.02e-032.42e-0243
GO:009030511ThyroidATCnucleic acid phosphodiester bond hydrolysis107/6293261/187237.21e-032.84e-02107
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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
N4BP1SNVMissense_Mutationrs773100602c.2605G>Cp.Glu869Glnp.E869QO75113protein_codingtolerated(0.08)probably_damaging(0.987)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
N4BP1SNVMissense_Mutationc.722G>Ap.Gly241Glup.G241EO75113protein_codingdeleterious(0)possibly_damaging(0.762)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
N4BP1SNVMissense_Mutationc.1184N>Cp.Arg395Thrp.R395TO75113protein_codingtolerated(0.18)benign(0.003)TCGA-AR-A0TT-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
N4BP1SNVMissense_Mutationc.855N>Cp.Arg285Serp.R285SO75113protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AR-A0TT-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
N4BP1SNVMissense_Mutationnovelc.799N>Gp.Asn267Aspp.N267DO75113protein_codingdeleterious(0.02)possibly_damaging(0.541)TCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
N4BP1SNVMissense_Mutationc.2113G>Ap.Asp705Asnp.D705NO75113protein_codingdeleterious(0)probably_damaging(0.966)TCGA-C8-A12Q-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
N4BP1insertionFrame_Shift_Insnovelc.2559_2560insTGTGGp.Thr854CysfsTer6p.T854Cfs*6O75113protein_codingTCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
N4BP1insertionFrame_Shift_Insnovelc.2558_2559insTGCGTCCGTGATGCCTCCTAp.Glu853AspfsTer12p.E853Dfs*12O75113protein_codingTCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
N4BP1insertionNonsense_Mutationnovelc.1735_1736insATGGAGGCACCTTTAGGCCAAATTTAATTTAATTTAAp.Ser579TyrfsTer11p.S579Yfs*11O75113protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
N4BP1insertionFrame_Shift_Insnovelc.797_798insGGTTCAGTp.Ile266MetfsTer4p.I266Mfs*4O75113protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
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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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