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: ZRANB3

Gene summary for ZRANB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZRANB3

Gene ID

84083

Gene namezinc finger RANBP2-type containing 3
Gene Alias4933425L19Rik
Cytomap2q21.3
Gene Typeprotein-coding
GO ID

GO:0000018

UniProtAcc

Q5FWF4


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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
84083ZRANB3CCI_1HumanCervixCC9.95e-045.13e-010.528
84083ZRANB3CCI_2HumanCervixCC3.18e-055.77e-010.5249
84083ZRANB3CCI_3HumanCervixCC3.63e-065.46e-010.516
84083ZRANB3AEH-subject1HumanEndometriumAEH4.32e-062.46e-01-0.3059
84083ZRANB3AEH-subject5HumanEndometriumAEH9.13e-031.89e-01-0.2953
84083ZRANB3EEC-subject1HumanEndometriumEEC1.78e-022.54e-01-0.2682
84083ZRANB3EEC-subject2HumanEndometriumEEC4.07e-021.92e-01-0.2607
84083ZRANB3NAFLD1HumanLiverNAFLD2.31e-046.20e-01-0.04
84083ZRANB3HCC1_MengHumanLiverHCC7.44e-26-3.22e-020.0246
84083ZRANB3HCC1HumanLiverHCC5.94e-041.16e+000.5336
84083ZRANB3HCC2HumanLiverHCC2.71e-091.25e+000.5341
84083ZRANB3HTA12-15-2HumanPancreasPDAC4.06e-022.34e-010.2315
84083ZRANB3HTA12-23-1HumanPancreasPDAC1.44e-055.98e-010.3405
84083ZRANB3HTA12-25-1HumanPancreasPDAC3.65e-033.88e-010.313
84083ZRANB3HTA12-26-1HumanPancreasPDAC9.77e-135.40e-010.3728
84083ZRANB3HTA12-29-1HumanPancreasPDAC6.38e-184.35e-010.3722
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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
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
∗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:00093149CervixCCresponse to radiation86/2311456/187233.50e-055.63e-0486
GO:00094112CervixCCresponse to UV33/2311149/187235.51e-045.29e-0333
GO:00510528CervixCCregulation of DNA metabolic process65/2311359/187239.25e-047.84e-0365
GO:00062602CervixCCDNA replication48/2311260/187232.70e-031.85e-0248
GO:00323923CervixCCDNA geometric change21/231190/187232.71e-031.85e-0221
GO:00094163CervixCCresponse to light stimulus54/2311320/187231.03e-024.97e-0254
GO:000931410EndometriumAEHresponse to radiation70/2100456/187233.99e-032.68e-0270
GO:00062752EndometriumAEHregulation of DNA replication21/2100107/187237.38e-034.20e-0221
GO:000627511EndometriumEECregulation of DNA replication22/2168107/187235.09e-033.20e-0222
GO:000931413EndometriumEECresponse to radiation71/2168456/187235.69e-033.42e-0271
GO:0051053LiverNAFLDnegative regulation of DNA metabolic process26/1882125/187232.52e-044.12e-0326
GO:00510526LiverNAFLDregulation of DNA metabolic process56/1882359/187235.95e-047.92e-0356
GO:00323922LiverNAFLDDNA geometric change18/188290/187233.34e-032.93e-0218
GO:0090305LiverHCCnucleic acid phosphodiester bond hydrolysis152/7958261/187231.90e-073.46e-06152
GO:005105221LiverHCCregulation of DNA metabolic process198/7958359/187237.62e-071.17e-05198
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:0009411LiverHCCresponse to UV85/7958149/187232.34e-041.77e-0385
GO:003239211LiverHCCDNA geometric change54/795890/187236.04e-043.79e-0354
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
GO:00062751LiverHCCregulation of DNA replication60/7958107/187233.15e-031.46e-0260
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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
ZRANB3SNVMissense_Mutationc.635N>Ap.Arg212Lysp.R212KQ5FWF4protein_codingdeleterious(0.05)benign(0.006)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZRANB3SNVMissense_Mutationc.1598N>Tp.Arg533Ilep.R533IQ5FWF4protein_codingdeleterious(0.03)benign(0.316)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZRANB3SNVMissense_Mutationc.430G>Cp.Asp144Hisp.D144HQ5FWF4protein_codingtolerated(0.07)probably_damaging(0.909)TCGA-AR-A1AK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ZRANB3SNVMissense_Mutationc.1771G>Cp.Glu591Glnp.E591QQ5FWF4protein_codingtolerated(0.3)benign(0.012)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZRANB3SNVMissense_Mutationnovelc.3105N>Ap.Asp1035Glup.D1035EQ5FWF4protein_codingtolerated(0.44)benign(0.006)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZRANB3SNVMissense_Mutationc.3234N>Tp.Lys1078Asnp.K1078NQ5FWF4protein_codingdeleterious_low_confidence(0)probably_damaging(0.981)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ZRANB3SNVMissense_Mutationc.1720N>Ap.Glu574Lysp.E574KQ5FWF4protein_codingdeleterious(0.04)benign(0.01)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZRANB3SNVMissense_Mutationc.2861G>Ap.Arg954Lysp.R954KQ5FWF4protein_codingdeleterious(0)probably_damaging(0.996)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZRANB3SNVMissense_Mutationc.3206N>Tp.Gly1069Valp.G1069VQ5FWF4protein_codingdeleterious(0)possibly_damaging(0.642)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ZRANB3insertionFrame_Shift_Insnovelc.1279_1280insAGATGGGTGGATCACCTGAGGTCAGGAGTTCGAGACTAGCCp.Ala427GlufsTer28p.A427Efs*28Q5FWF4protein_codingTCGA-A8-A09N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
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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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