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: RAB2B

Gene summary for RAB2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RAB2B

Gene ID

84932

Gene nameRAB2B, member RAS oncogene family
Gene AliasRAB2B
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

B4DUD4


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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
84932RAB2BLZE4THumanEsophagusESCC7.41e-103.18e-010.0811
84932RAB2BLZE20THumanEsophagusESCC2.71e-041.07e-010.0662
84932RAB2BLZE24THumanEsophagusESCC2.71e-161.12e-010.0596
84932RAB2BLZE6THumanEsophagusESCC1.82e-025.98e-020.0845
84932RAB2BP1T-EHumanEsophagusESCC2.40e-026.61e-020.0875
84932RAB2BP2T-EHumanEsophagusESCC1.33e-108.88e-020.1177
84932RAB2BP4T-EHumanEsophagusESCC1.99e-061.04e-010.1323
84932RAB2BP5T-EHumanEsophagusESCC3.11e-077.02e-020.1327
84932RAB2BP8T-EHumanEsophagusESCC2.63e-122.02e-010.0889
84932RAB2BP9T-EHumanEsophagusESCC1.12e-094.93e-020.1131
84932RAB2BP10T-EHumanEsophagusESCC8.23e-142.11e-010.116
84932RAB2BP11T-EHumanEsophagusESCC1.87e-112.83e-010.1426
84932RAB2BP12T-EHumanEsophagusESCC1.14e-153.93e-010.1122
84932RAB2BP15T-EHumanEsophagusESCC6.19e-152.72e-010.1149
84932RAB2BP16T-EHumanEsophagusESCC5.90e-141.16e-010.1153
84932RAB2BP21T-EHumanEsophagusESCC7.06e-056.94e-020.1617
84932RAB2BP22T-EHumanEsophagusESCC2.59e-066.11e-020.1236
84932RAB2BP23T-EHumanEsophagusESCC2.07e-111.70e-010.108
84932RAB2BP26T-EHumanEsophagusESCC9.38e-092.20e-010.1276
84932RAB2BP27T-EHumanEsophagusESCC3.55e-203.23e-010.1055
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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
∗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
RAB2BSNVMissense_Mutationc.304N>Cp.Glu102Glnp.E102QQ8WUD1protein_codingtolerated(0.15)benign(0.035)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
RAB2BSNVMissense_Mutationnovelc.537N>Gp.His179Glnp.H179QQ8WUD1protein_codingtolerated(0.14)benign(0)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
RAB2BSNVMissense_Mutationnovelc.38N>Cp.Gly13Alap.G13AQ8WUD1protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-VS-A9U7-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RAB2BSNVMissense_Mutationnovelc.91T>Gp.Phe31Valp.F31VQ8WUD1protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RAB2BSNVMissense_Mutationnovelc.441A>Cp.Glu147Aspp.E147DQ8WUD1protein_codingdeleterious(0.02)probably_damaging(1)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAB2BSNVMissense_Mutationnovelc.151G>Ap.Asp51Asnp.D51NQ8WUD1protein_codingtolerated(0.44)benign(0.029)TCGA-DD-AAE6-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownPD
RAB2BSNVMissense_Mutationc.503N>Cp.Tyr168Serp.Y168SQ8WUD1protein_codingdeleterious(0.02)probably_damaging(0.947)TCGA-78-7536-01Lunglung adenocarcinomaMale>=65III/IVUnknownUnknownPD
RAB2BSNVMissense_Mutationc.377G>Tp.Arg126Leup.R126LQ8WUD1protein_codingdeleterious(0.02)benign(0.017)TCGA-85-6561-01Lunglung squamous cell carcinomaMale>=65I/IIChemotherapycisplatinSD
RAB2BSNVMissense_Mutationnovelc.205C>Ap.Arg69Serp.R69SQ8WUD1protein_codingdeleterious(0.01)probably_damaging(0.94)TCGA-85-6561-01Lunglung squamous cell carcinomaMale>=65I/IIChemotherapycisplatinSD
RAB2BSNVMissense_Mutationnovelc.319N>Tp.His107Tyrp.H107YQ8WUD1protein_codingtolerated(0.58)benign(0.066)TCGA-BA-5151-01Oral cavityhead & neck squamous cell carcinomaMale>=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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