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: RIC8B

Gene summary for RIC8B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RIC8B

Gene ID

55188

Gene nameRIC8 guanine nucleotide exchange factor B
Gene AliasRIC8
Cytomap12q23.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

B7WPL0


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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
55188RIC8BNAFLD1HumanLiverNAFLD8.72e-033.25e-01-0.04
55188RIC8BS43HumanLiverCirrhotic5.64e-05-1.68e-01-0.0187
55188RIC8BHCC1_MengHumanLiverHCC1.41e-37-8.79e-020.0246
55188RIC8BHCC2_MengHumanLiverHCC1.24e-06-1.35e-010.0107
55188RIC8Bcirrhotic2HumanLiverCirrhotic1.88e-042.38e-010.0201
55188RIC8BHCC1HumanLiverHCC8.86e-045.84e-010.5336
55188RIC8BS027HumanLiverHCC4.00e-035.42e-010.2446
55188RIC8BS028HumanLiverHCC9.32e-031.99e-010.2503
55188RIC8BS029HumanLiverHCC5.00e-053.46e-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
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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
RIC8BSNVMissense_Mutationc.563N>Tp.Gly188Valp.G188Vprotein_codingdeleterious(0)probably_damaging(0.972)TCGA-C8-A134-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
RIC8BinsertionIn_Frame_Insnovelc.627_628insAGACTTGAGTATCTGTGGATTTTATTATCTGCAGAGGGTp.Glu209_Ser210insArgLeuGluTyrLeuTrpIleLeuLeuSerAlaGluGlyp.E209_S210insRLEYLWILLSAEGprotein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RIC8BdeletionFrame_Shift_Delnovelc.124delNp.Arg43GlufsTer13p.R43Efs*13protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
RIC8BSNVMissense_Mutationrs770803307c.1231N>Tp.Arg411Cysp.R411Cprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-ZJ-AAXI-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
RIC8BSNVMissense_Mutationc.311N>Ap.Ser104Tyrp.S104Yprotein_codingdeleterious(0.03)possibly_damaging(0.581)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RIC8BSNVMissense_Mutationrs750585088c.1142N>Ap.Arg381Glnp.R381Qprotein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RIC8BSNVMissense_Mutationc.637G>Tp.Asp213Tyrp.D213Yprotein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
RIC8BSNVMissense_Mutationnovelc.356N>Cp.Lys119Thrp.K119Tprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
RIC8BSNVMissense_Mutationrs764723269c.761N>Ap.Arg254Hisp.R254Hprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RIC8BSNVMissense_Mutationc.1448C>Gp.Pro483Argp.P483Rprotein_codingdeleterious(0.03)probably_damaging(1)TCGA-G4-6626-01Colorectumcolon 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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