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: ZRANB1

Gene summary for ZRANB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZRANB1

Gene ID

54764

Gene namezinc finger RANBP2-type containing 1
Gene AliasTRABID
Cytomap10q26.13
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9UGI0


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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
54764ZRANB1NAFLD1HumanLiverNAFLD4.37e-035.31e-01-0.04
54764ZRANB1HCC1_MengHumanLiverHCC7.16e-31-8.14e-020.0246
54764ZRANB1HCC2_MengHumanLiverHCC9.79e-06-4.78e-020.0107
54764ZRANB1HCC2HumanLiverHCC1.57e-113.39e+000.5341
54764ZRANB1S014HumanLiverHCC4.77e-044.13e-010.2254
54764ZRANB1S015HumanLiverHCC5.79e-044.24e-010.2375
54764ZRANB1S016HumanLiverHCC1.39e-033.35e-010.2243
54764ZRANB1C04HumanOral cavityOSCC1.43e-083.09e-010.2633
54764ZRANB1C21HumanOral cavityOSCC1.07e-123.40e-010.2678
54764ZRANB1C30HumanOral cavityOSCC2.68e-146.25e-010.3055
54764ZRANB1C43HumanOral cavityOSCC4.81e-021.75e-020.1704
54764ZRANB1C51HumanOral cavityOSCC1.80e-032.18e-010.2674
54764ZRANB1C57HumanOral cavityOSCC9.91e-113.23e-010.1679
54764ZRANB1C06HumanOral cavityOSCC6.34e-035.40e-010.2699
54764ZRANB1C08HumanOral cavityOSCC4.34e-071.53e-010.1919
54764ZRANB1C09HumanOral cavityOSCC1.10e-021.17e-010.1431
54764ZRANB1LN46HumanOral cavityOSCC4.69e-082.73e-010.1666
54764ZRANB1SYSMH1HumanOral cavityOSCC4.01e-082.14e-010.1127
54764ZRANB1SYSMH2HumanOral cavityOSCC2.07e-042.25e-010.2326
54764ZRANB1SYSMH3HumanOral cavityOSCC1.58e-122.86e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00226047LiverNAFLDregulation of cell morphogenesis62/1882309/187238.35e-087.09e-0662
GO:00160555LiverNAFLDWnt signaling pathway74/1882444/187238.98e-062.96e-0474
GO:01987385LiverNAFLDcell-cell signaling by wnt74/1882446/187231.05e-053.33e-0474
GO:00301115LiverNAFLDregulation of Wnt signaling pathway57/1882328/187232.79e-057.46e-0457
GO:00301774LiverNAFLDpositive regulation of Wnt signaling pathway27/1882140/187236.82e-048.76e-0327
GO:0070646LiverNAFLDprotein modification by small protein removal29/1882157/187239.11e-041.09e-0229
GO:0016579LiverNAFLDprotein deubiquitination26/1882139/187231.35e-031.52e-0226
GO:0070536LiverNAFLDprotein K63-linked deubiquitination9/188235/187236.47e-034.69e-029
GO:002260422LiverHCCregulation of cell morphogenesis188/7958309/187234.84e-111.82e-09188
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:003011121LiverHCCregulation of Wnt signaling pathway180/7958328/187233.62e-064.72e-05180
GO:00706461LiverHCCprotein modification by small protein removal91/7958157/187236.50e-055.92e-0491
GO:003017721LiverHCCpositive regulation of Wnt signaling pathway81/7958140/187231.73e-041.36e-0381
GO:00165791LiverHCCprotein deubiquitination78/7958139/187238.13e-044.87e-0378
GO:00705361LiverHCCprotein K63-linked deubiquitination24/795835/187231.64e-038.61e-0324
GO:001605510Oral cavityOSCCWnt signaling pathway227/7305444/187231.10e-071.87e-06227
GO:019873810Oral cavityOSCCcell-cell signaling by wnt227/7305446/187231.75e-072.86e-06227
GO:002260419Oral cavityOSCCregulation of cell morphogenesis163/7305309/187235.66e-078.19e-06163
GO:003011110Oral cavityOSCCregulation of Wnt signaling pathway165/7305328/187231.87e-051.80e-04165
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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
ZRANB1SNVMissense_Mutationnovelc.1760N>Gp.Ser587Cysp.S587CQ9UGI0protein_codingtolerated(0.05)probably_damaging(0.984)TCGA-A7-A4SE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ZRANB1SNVMissense_Mutationnovelc.599N>Tp.Arg200Ilep.R200IQ9UGI0protein_codingtolerated(0.23)benign(0.018)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZRANB1SNVMissense_Mutationrs774002081c.2012N>Ap.Arg671Glnp.R671QQ9UGI0protein_codingtolerated(0.34)benign(0.201)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZRANB1SNVMissense_Mutationc.1294N>Gp.Leu432Valp.L432VQ9UGI0protein_codingdeleterious(0.01)probably_damaging(0.978)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZRANB1SNVMissense_Mutationc.553N>Ap.Leu185Metp.L185MQ9UGI0protein_codingtolerated(0.16)benign(0.352)TCGA-AR-A24L-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenPD
ZRANB1SNVMissense_Mutationc.929N>Tp.Asp310Valp.D310VQ9UGI0protein_codingdeleterious(0)probably_damaging(0.917)TCGA-BH-A0W4-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZRANB1SNVMissense_Mutationnovelc.860N>Tp.Ser287Leup.S287LQ9UGI0protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-C8-A26W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ZRANB1SNVMissense_Mutationc.2098G>Cp.Glu700Glnp.E700QQ9UGI0protein_codingtolerated(0.2)benign(0.055)TCGA-D8-A1XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamide+tamoxifenSD
ZRANB1SNVMissense_Mutationrs774002081c.2012N>Ap.Arg671Glnp.R671QQ9UGI0protein_codingtolerated(0.34)benign(0.201)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ZRANB1SNVMissense_Mutationc.271C>Tp.His91Tyrp.H91YQ9UGI0protein_codingdeleterious(0.03)benign(0.043)TCGA-A6-2684-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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