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: NPIPB4

Gene summary for NPIPB4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NPIPB4

Gene ID

440345

Gene namenuclear pore complex interacting protein family member B4
Gene Alias61E3.4
Cytomap16p12.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

NA


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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
440345NPIPB4HTA11_3410_2000001011HumanColorectumAD1.37e-277.41e-010.0155
440345NPIPB4HTA11_2487_2000001011HumanColorectumSER5.05e-311.35e+00-0.1808
440345NPIPB4HTA11_2951_2000001011HumanColorectumAD1.23e-191.53e+000.0216
440345NPIPB4HTA11_1938_2000001011HumanColorectumAD1.10e-411.54e+00-0.0811
440345NPIPB4HTA11_78_2000001011HumanColorectumAD4.21e-311.35e+00-0.1088
440345NPIPB4HTA11_347_2000001011HumanColorectumAD3.68e-841.98e+00-0.1954
440345NPIPB4HTA11_411_2000001011HumanColorectumSER2.35e-161.50e+00-0.2602
440345NPIPB4HTA11_2112_2000001011HumanColorectumSER2.25e-091.10e+00-0.2196
440345NPIPB4HTA11_3361_2000001011HumanColorectumAD2.43e-281.16e+00-0.1207
440345NPIPB4HTA11_83_2000001011HumanColorectumSER1.48e-271.09e+00-0.1526
440345NPIPB4HTA11_696_2000001011HumanColorectumAD3.14e-621.54e+00-0.1464
440345NPIPB4HTA11_866_2000001011HumanColorectumAD5.27e-721.69e+00-0.1001
440345NPIPB4HTA11_1391_2000001011HumanColorectumAD1.85e-471.62e+00-0.059
440345NPIPB4HTA11_2992_2000001011HumanColorectumSER1.17e-089.41e-01-0.1706
440345NPIPB4HTA11_5212_2000001011HumanColorectumAD3.86e-025.10e-01-0.2061
440345NPIPB4HTA11_5216_2000001011HumanColorectumSER6.68e-121.13e+00-0.1462
440345NPIPB4HTA11_546_2000001011HumanColorectumAD4.49e-381.72e+00-0.0842
440345NPIPB4HTA11_9341_2000001011HumanColorectumSER4.41e-101.20e+00-0.00410000000000005
440345NPIPB4HTA11_7862_2000001011HumanColorectumAD3.27e-107.88e-01-0.0179
440345NPIPB4HTA11_866_3004761011HumanColorectumAD4.19e-278.38e-010.096
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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
∗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
NPIPB4SNVMissense_Mutationc.139G>Cp.Asp47Hisp.D47HC9JG80protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.96)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NPIPB4SNVMissense_Mutationnovelc.295G>Ap.Gly99Argp.G99RC9JG80protein_codingtolerated_low_confidence(0.3)probably_damaging(0.972)TCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NPIPB4SNVMissense_Mutationnovelc.302N>Tp.Thr101Metp.T101MC9JG80protein_codingtolerated_low_confidence(0.12)benign(0.222)TCGA-EW-A1PD-01Breastbreast invasive carcinomaMale<65I/IIChemotherapydocetaxelSD
NPIPB4insertionFrame_Shift_Insnovelc.293_294insACCAGGATCTTp.Asp98GlufsTer25p.D98Efs*25C9JG80protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NPIPB4SNVMissense_Mutationnovelc.467N>Cp.Lys156Thrp.K156TC9JG80protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.968)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NPIPB4SNVMissense_Mutationc.249N>Tp.Trp83Cysp.W83CC9JG80protein_codingtolerated_low_confidence(0.75)benign(0.021)TCGA-JW-A5VH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
NPIPB4SNVMissense_Mutationc.392N>Tp.Ser131Phep.S131FC9JG80protein_codingdeleterious_low_confidence(0)probably_damaging(0.966)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NPIPB4SNVMissense_Mutationnovelc.353T>Cp.Leu118Prop.L118PC9JG80protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.96)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NPIPB4SNVMissense_Mutationnovelc.535G>Ap.Ala179Thrp.A179TC9JG80protein_codingtolerated_low_confidence(0.19)probably_damaging(0.97)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NPIPB4SNVMissense_Mutationrs758976643c.1801N>Tp.Arg601Cysp.R601CC9JG80protein_codingtolerated_low_confidence(0.05)possibly_damaging(0.689)TCGA-AP-A1E1-01Endometriumuterine 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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