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: RAB8B

Gene summary for RAB8B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RAB8B

Gene ID

51762

Gene nameRAB8B, member RAS oncogene family
Gene AliasRAB8B
Cytomap15q22.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q92930


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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
51762RAB8BC21HumanOral cavityOSCC6.06e-094.18e-010.2678
51762RAB8BC30HumanOral cavityOSCC2.98e-157.64e-010.3055
51762RAB8BC43HumanOral cavityOSCC3.78e-023.04e-020.1704
51762RAB8BC08HumanOral cavityOSCC1.51e-091.49e-010.1919
51762RAB8BEOLP-1HumanOral cavityEOLP2.51e-215.90e-01-0.0202
51762RAB8BEOLP-2HumanOral cavityEOLP8.71e-124.08e-01-0.0203
51762RAB8BNEOLP-1HumanOral cavityNEOLP2.22e-105.13e-01-0.0194
51762RAB8BNEOLP-2HumanOral cavityNEOLP2.66e-063.20e-01-0.0196
51762RAB8Bmale-WTAHumanThyroidPTC1.05e-03-3.51e-050.1037
51762RAB8BPTC03HumanThyroidPTC3.50e-046.44e-020.1784
51762RAB8BPTC04HumanThyroidPTC1.23e-062.49e-020.1927
51762RAB8BPTC05HumanThyroidPTC1.58e-042.06e-010.2065
51762RAB8BPTC06HumanThyroidPTC5.61e-132.02e-010.2057
51762RAB8BPTC07HumanThyroidPTC2.75e-071.02e-010.2044
51762RAB8BATC09HumanThyroidATC4.02e-041.46e-010.2871
51762RAB8BATC11HumanThyroidATC5.65e-032.46e-010.3386
51762RAB8BATC12HumanThyroidATC5.80e-031.11e-010.34
51762RAB8BATC13HumanThyroidATC1.25e-276.38e-010.34
51762RAB8BATC1HumanThyroidATC1.04e-052.04e-010.2878
51762RAB8BATC2HumanThyroidATC8.18e-061.01e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:007259418Oral cavityOSCCestablishment of protein localization to organelle284/7305422/187231.50e-321.35e-29284
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:000660520Oral cavityOSCCprotein targeting204/7305314/187236.78e-211.13e-18204
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
GO:001703815Oral cavityOSCCprotein import136/7305206/187233.15e-152.08e-13136
GO:009015018Oral cavityOSCCestablishment of protein localization to membrane163/7305260/187237.13e-154.47e-13163
GO:007265918Oral cavityOSCCprotein localization to plasma membrane169/7305284/187231.69e-127.21e-11169
GO:199077816Oral cavityOSCCprotein localization to cell periphery190/7305333/187231.46e-115.13e-10190
GO:015011517Oral cavityOSCCcell-substrate junction organization70/7305101/187236.36e-101.63e-0870
GO:190165316Oral cavityOSCCcellular response to peptide194/7305359/187234.31e-099.57e-08194
GO:003286916Oral cavityOSCCcellular response to insulin stimulus114/7305203/187235.07e-077.41e-06114
GO:007137510Oral cavityOSCCcellular response to peptide hormone stimulus153/7305290/187231.23e-061.63e-05153
GO:004343419Oral cavityOSCCresponse to peptide hormone208/7305414/187231.83e-062.35e-05208
GO:001988220Oral cavityOSCCantigen processing and presentation65/7305106/187232.69e-063.32e-0565
GO:00482843Oral cavityOSCCorganelle fusion82/7305141/187233.08e-063.72e-0582
GO:003286816Oral cavityOSCCresponse to insulin138/7305264/187237.54e-068.15e-05138
GO:00066123Oral cavityOSCCprotein targeting to membrane75/7305131/187231.72e-051.69e-0475
GO:003134610Oral cavityOSCCpositive regulation of cell projection organization176/7305353/187231.94e-051.87e-04176
GO:00224068Oral cavityOSCCmembrane docking52/730586/187234.50e-053.84e-0452
GO:00901742Oral cavityOSCCorganelle membrane fusion63/7305110/187237.75e-056.01e-0463
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0453030Oral cavityOSCCTight junction102/3704169/84658.68e-063.93e-052.00e-05102
hsa04530114Oral cavityOSCCTight junction102/3704169/84658.68e-063.93e-052.00e-05102
hsa04530210Oral cavityEOLPTight junction39/1218169/84651.52e-035.34e-033.15e-0339
hsa0453038Oral cavityEOLPTight junction39/1218169/84651.52e-035.34e-033.15e-0339
hsa0453045Oral cavityNEOLPTight junction39/1112169/84652.50e-041.62e-031.02e-0339
hsa0453055Oral cavityNEOLPTight junction39/1112169/84652.50e-041.62e-031.02e-0339
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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
RAB8BSNVMissense_Mutationc.74N>Gp.Leu25Argp.L25RQ92930protein_codingdeleterious(0)probably_damaging(0.934)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RAB8BSNVMissense_Mutationc.452N>Tp.Ser151Ilep.S151IQ92930protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RAB8BSNVMissense_Mutationnovelc.607N>Tp.Arg203Cysp.R203CQ92930protein_codingtolerated(0.07)possibly_damaging(0.696)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RAB8BSNVMissense_Mutationc.13N>Cp.Tyr5Hisp.Y5HQ92930protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RAB8BSNVMissense_Mutationc.315N>Ap.Asn105Lysp.N105KQ92930protein_codingdeleterious(0.01)possibly_damaging(0.844)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RAB8BSNVMissense_Mutationc.441N>Ap.Phe147Leup.F147LQ92930protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RAB8BSNVMissense_Mutationnovelc.347G>Tp.Arg116Ilep.R116IQ92930protein_codingdeleterious(0.02)possibly_damaging(0.571)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RAB8BSNVMissense_Mutationrs776912093c.603C>Ap.Phe201Leup.F201LQ92930protein_codingtolerated(0.21)benign(0)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RAB8BSNVMissense_Mutationc.441C>Ap.Phe147Leup.F147LQ92930protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAB8BSNVMissense_Mutationnovelc.292N>Gp.Asn98Aspp.N98DQ92930protein_codingdeleterious(0.01)possibly_damaging(0.875)TCGA-G3-AAV6-01Liverliver hepatocellular carcinomaFemale<65III/IVUnknownUnknownPD
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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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