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: RANBP3

Gene summary for RANBP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RANBP3

Gene ID

8498

Gene nameRAN binding protein 3
Gene AliasRANBP3
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0006611

UniProtAcc

B7Z7F3


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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
8498RANBP3LZE4THumanEsophagusESCC1.05e-112.36e-010.0811
8498RANBP3LZE7THumanEsophagusESCC9.20e-155.83e-010.0667
8498RANBP3LZE8THumanEsophagusESCC2.41e-122.64e-010.067
8498RANBP3LZE20THumanEsophagusESCC1.87e-024.45e-020.0662
8498RANBP3LZE21D1HumanEsophagusHGIN1.45e-032.00e-010.0632
8498RANBP3LZE22THumanEsophagusESCC2.41e-052.17e-010.068
8498RANBP3LZE24THumanEsophagusESCC6.60e-163.64e-010.0596
8498RANBP3LZE21THumanEsophagusESCC5.54e-082.36e-010.0655
8498RANBP3LZE6THumanEsophagusESCC5.48e-052.03e-010.0845
8498RANBP3P1T-EHumanEsophagusESCC1.10e-063.52e-010.0875
8498RANBP3P2T-EHumanEsophagusESCC1.70e-142.80e-010.1177
8498RANBP3P4T-EHumanEsophagusESCC3.97e-173.57e-010.1323
8498RANBP3P5T-EHumanEsophagusESCC7.16e-162.71e-010.1327
8498RANBP3P8T-EHumanEsophagusESCC2.86e-204.27e-010.0889
8498RANBP3P9T-EHumanEsophagusESCC5.53e-214.16e-010.1131
8498RANBP3P10T-EHumanEsophagusESCC9.04e-214.36e-010.116
8498RANBP3P11T-EHumanEsophagusESCC1.18e-184.63e-010.1426
8498RANBP3P12T-EHumanEsophagusESCC2.71e-214.26e-010.1122
8498RANBP3P15T-EHumanEsophagusESCC1.11e-122.88e-010.1149
8498RANBP3P16T-EHumanEsophagusESCC5.07e-252.94e-010.1153
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:000691319EsophagusHGINnucleocytoplasmic transport83/2587301/187232.14e-101.97e-0883
GO:005116919EsophagusHGINnuclear transport83/2587301/187232.14e-101.97e-0883
GO:005116819EsophagusHGINnuclear export48/2587154/187232.21e-081.34e-0648
GO:000661110EsophagusHGINprotein export from nucleus22/258757/187232.96e-061.02e-0422
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:0051168110EsophagusESCCnuclear export126/8552154/187231.88e-202.65e-18126
GO:000661117EsophagusESCCprotein export from nucleus48/855257/187231.92e-094.39e-0848
GO:000691317Oral cavityOSCCnucleocytoplasmic transport204/7305301/187232.65e-246.98e-22204
GO:005116917Oral cavityOSCCnuclear transport204/7305301/187232.65e-246.98e-22204
GO:005116817Oral cavityOSCCnuclear export112/7305154/187231.70e-171.56e-15112
GO:00066119Oral cavityOSCCprotein export from nucleus42/730557/187231.10e-071.87e-0642
GO:000691324SkincSCCnucleocytoplasmic transport162/4864301/187234.20e-251.10e-22162
GO:005116924SkincSCCnuclear transport162/4864301/187234.20e-251.10e-22162
GO:0051168111SkincSCCnuclear export91/4864154/187233.33e-184.18e-1691
GO:000661119SkincSCCprotein export from nucleus34/486457/187238.07e-081.96e-0634
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516639EsophagusHGINHuman T-cell leukemia virus 1 infection51/1383222/84655.84e-034.05e-023.22e-0251
hsa05166114EsophagusHGINHuman T-cell leukemia virus 1 infection51/1383222/84655.84e-034.05e-023.22e-0251
hsa05166211EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa05166310EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa0516630Oral cavityOSCCHuman T-cell leukemia virus 1 infection150/3704222/84653.68e-137.26e-123.70e-12150
hsa05166113Oral cavityOSCCHuman T-cell leukemia virus 1 infection150/3704222/84653.68e-137.26e-123.70e-12150
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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
RANBP3SNVMissense_Mutationrs201812693c.763N>Ap.Ala255Thrp.A255TQ9H6Z4protein_codingtolerated(0.61)benign(0.015)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RANBP3SNVMissense_Mutationc.861C>Gp.His287Glnp.H287QQ9H6Z4protein_codingtolerated(0.65)benign(0.001)TCGA-C8-A12U-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RANBP3SNVMissense_Mutationc.1255G>Tp.Val419Leup.V419LQ9H6Z4protein_codingtolerated(0.06)possibly_damaging(0.593)TCGA-EW-A1J2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
RANBP3SNVMissense_Mutationnovelc.269N>Cp.Arg90Prop.R90PQ9H6Z4protein_codingdeleterious_low_confidence(0.02)benign(0.162)TCGA-PL-A8LV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RANBP3SNVMissense_Mutationc.733G>Cp.Glu245Glnp.E245QQ9H6Z4protein_codingtolerated(0.09)benign(0.118)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RANBP3SNVMissense_Mutationrs748947507c.215N>Tp.Ser72Leup.S72LQ9H6Z4protein_codingtolerated_low_confidence(0.09)benign(0)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
RANBP3SNVMissense_Mutationrs753525599c.1144N>Tp.Arg382Trpp.R382WQ9H6Z4protein_codingtolerated(0.1)benign(0.01)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RANBP3SNVMissense_Mutationc.1103N>Tp.Ser368Phep.S368FQ9H6Z4protein_codingdeleterious(0)probably_damaging(0.987)TCGA-A6-6138-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RANBP3SNVMissense_Mutationrs749250391c.1123G>Ap.Ala375Thrp.A375TQ9H6Z4protein_codingdeleterious(0.02)possibly_damaging(0.526)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
RANBP3SNVMissense_Mutationc.343N>Cp.Tyr115Hisp.Y115HQ9H6Z4protein_codingtolerated_low_confidence(0.12)possibly_damaging(0.713)TCGA-AA-A02O-01Colorectumcolon adenocarcinomaMale>=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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