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: RABL2B

Gene summary for RABL2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RABL2B

Gene ID

11158

Gene nameRAB, member of RAS oncogene family like 2B
Gene AliasRABL2B
Cytomap22q13.33
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9UNT1


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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
11158RABL2BLZE4THumanEsophagusESCC3.05e-091.77e-010.0811
11158RABL2BLZE7THumanEsophagusESCC8.83e-043.64e-010.0667
11158RABL2BLZE8THumanEsophagusESCC7.79e-061.97e-010.067
11158RABL2BLZE24THumanEsophagusESCC1.91e-114.37e-010.0596
11158RABL2BP1T-EHumanEsophagusESCC2.10e-052.95e-010.0875
11158RABL2BP2T-EHumanEsophagusESCC5.90e-274.73e-010.1177
11158RABL2BP4T-EHumanEsophagusESCC9.04e-071.74e-010.1323
11158RABL2BP5T-EHumanEsophagusESCC3.89e-071.07e-010.1327
11158RABL2BP8T-EHumanEsophagusESCC1.34e-102.52e-010.0889
11158RABL2BP9T-EHumanEsophagusESCC3.95e-061.66e-010.1131
11158RABL2BP10T-EHumanEsophagusESCC1.69e-245.56e-010.116
11158RABL2BP11T-EHumanEsophagusESCC1.41e-186.70e-010.1426
11158RABL2BP12T-EHumanEsophagusESCC4.16e-193.91e-010.1122
11158RABL2BP15T-EHumanEsophagusESCC4.05e-204.59e-010.1149
11158RABL2BP16T-EHumanEsophagusESCC5.43e-315.50e-010.1153
11158RABL2BP17T-EHumanEsophagusESCC1.07e-084.73e-010.1278
11158RABL2BP20T-EHumanEsophagusESCC5.43e-214.48e-010.1124
11158RABL2BP21T-EHumanEsophagusESCC5.24e-091.66e-010.1617
11158RABL2BP22T-EHumanEsophagusESCC3.76e-304.94e-010.1236
11158RABL2BP23T-EHumanEsophagusESCC6.45e-194.38e-010.108
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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
∗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:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:003070510Oral cavityOSCCcytoskeleton-dependent intracellular transport113/7305195/187236.03e-081.09e-06113
GO:00315034Oral cavityOSCCprotein-containing complex localization123/7305220/187232.54e-074.00e-06123
GO:00109706Oral cavityOSCCtransport along microtubule88/7305155/187235.35e-066.02e-0588
GO:00991113Oral cavityOSCCmicrotubule-based transport96/7305190/187237.92e-044.27e-0396
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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
RABL2BSNVMissense_Mutationc.660N>Cp.Gln220Hisp.Q220HQ9UNT1protein_codingdeleterious(0.05)benign(0.192)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RABL2BSNVMissense_Mutationnovelc.34N>Cp.Asp12Hisp.D12HQ9UNT1protein_codingdeleterious(0)possibly_damaging(0.849)TCGA-C8-A278-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
RABL2BSNVMissense_Mutationc.155N>Ap.Ser52Tyrp.S52YQ9UNT1protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RABL2BSNVMissense_Mutationrs782241181c.388N>Ap.Val130Metp.V130MQ9UNT1protein_codingdeleterious(0.04)possibly_damaging(0.757)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RABL2BSNVMissense_Mutationnovelc.497N>Cp.Val166Alap.V166AQ9UNT1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RABL2BSNVMissense_Mutationnovelc.320N>Gp.Val107Glyp.V107GQ9UNT1protein_codingdeleterious(0.01)benign(0.358)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
RABL2BSNVMissense_Mutationnovelc.401A>Cp.Lys134Thrp.K134TQ9UNT1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
RABL2BSNVMissense_Mutationnovelc.476C>Tp.Ser159Leup.S159LQ9UNT1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
RABL2BSNVMissense_Mutationnovelc.476N>Tp.Ser159Leup.S159LQ9UNT1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
RABL2BSNVMissense_Mutationc.554G>Ap.Arg185Glnp.R185QQ9UNT1protein_codingtolerated(0.2)benign(0.024)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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