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: RBSN

Gene summary for RBSN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBSN

Gene ID

64145

Gene namerabenosyn, RAB effector
Gene AliasRabenosyn-5
Cytomap3p25.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R2H4


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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
64145RBSNHCC1_MengHumanLiverHCC6.85e-312.87e-020.0246
64145RBSNHCC1HumanLiverHCC1.06e-153.38e+000.5336
64145RBSNHCC2HumanLiverHCC5.16e-213.01e+000.5341
64145RBSNHCC5HumanLiverHCC1.32e-122.33e+000.4932
64145RBSNS014HumanLiverHCC1.24e-043.38e-010.2254
64145RBSNS016HumanLiverHCC7.02e-052.88e-010.2243
64145RBSNS027HumanLiverHCC2.44e-044.98e-010.2446
64145RBSNS028HumanLiverHCC4.99e-094.40e-010.2503
64145RBSNS029HumanLiverHCC1.00e-054.36e-010.2581
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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
∗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:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:001619721LiverHCCendosomal transport154/7958230/187234.74e-142.95e-12154
GO:001648221LiverHCCcytosolic transport117/7958168/187238.83e-134.48e-11117
GO:000703421LiverHCCvacuolar transport108/7958157/187232.22e-118.69e-10108
GO:000689221LiverHCCpost-Golgi vesicle-mediated transport77/7958104/187236.14e-112.24e-0977
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:000704121LiverHCClysosomal transport76/7958114/187231.56e-072.88e-0676
GO:004214721LiverHCCretrograde transport, endosome to Golgi61/795891/187231.94e-062.68e-0561
GO:0006896LiverHCCGolgi to vacuole transport15/795820/187233.31e-031.51e-0215
GO:19033582LiverHCCregulation of Golgi organization13/795817/187234.77e-032.02e-0213
GO:00901601LiverHCCGolgi to lysosome transport9/795811/187239.51e-033.60e-029
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
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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
RBSNSNVMissense_Mutationc.1690N>Cp.Glu564Glnp.E564QQ9H1K0protein_codingtolerated_low_confidence(0.12)benign(0.007)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RBSNSNVMissense_Mutationnovelc.677N>Ap.Ser226Tyrp.S226YQ9H1K0protein_codingdeleterious(0.03)probably_damaging(0.967)TCGA-AC-A3W7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
RBSNSNVMissense_Mutationc.434N>Cp.Arg145Prop.R145PQ9H1K0protein_codingdeleterious(0)probably_damaging(0.941)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
RBSNSNVMissense_Mutationc.112N>Gp.Ser38Alap.S38AQ9H1K0protein_codingtolerated(0.07)benign(0.003)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
RBSNinsertionIn_Frame_Insnovelc.1329_1330insTGTTTCATCCCTAGCp.Trp443_Leu444insCysPheIleProSerp.W443_L444insCFIPSQ9H1K0protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
RBSNinsertionFrame_Shift_Insnovelc.1327_1328insCTAATGTGGAATGGp.Trp443SerfsTer138p.W443Sfs*138Q9H1K0protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
RBSNinsertionNonsense_Mutationnovelc.114_115insACCTGGTGATACCAGTGGGTAGAGAGGTTAGAGAATGTTCCCGp.Gly39ThrfsTer3p.G39Tfs*3Q9H1K0protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RBSNSNVMissense_Mutationrs749630021c.1555C>Tp.Arg519Trpp.R519WQ9H1K0protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.803)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RBSNSNVMissense_Mutationc.214N>Ap.Glu72Lysp.E72KQ9H1K0protein_codingdeleterious(0.03)benign(0.272)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
RBSNSNVMissense_Mutationc.1483G>Ap.Glu495Lysp.E495KQ9H1K0protein_codingdeleterious(0)possibly_damaging(0.7)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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