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: RAB11FIP4

Gene summary for RAB11FIP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RAB11FIP4

Gene ID

84440

Gene nameRAB11 family interacting protein 4
Gene AliasFIP4-Rab11
Cytomap17q11.2
Gene Typeprotein-coding
GO ID

GO:0000910

UniProtAcc

Q86YS3


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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
84440RAB11FIP4HCC1_MengHumanLiverHCC2.31e-13-3.70e-020.0246
84440RAB11FIP4HCC2_MengHumanLiverHCC5.91e-165.05e-020.0107
84440RAB11FIP4HCC1HumanLiverHCC5.85e-102.38e+000.5336
84440RAB11FIP4HCC2HumanLiverHCC1.89e-233.32e+000.5341
84440RAB11FIP4HCC5HumanLiverHCC1.89e-039.99e-010.4932
84440RAB11FIP4S027HumanLiverHCC1.35e-023.96e-010.2446
84440RAB11FIP4S028HumanLiverHCC1.10e-114.79e-010.2503
84440RAB11FIP4S029HumanLiverHCC4.44e-114.80e-010.2581
84440RAB11FIP4C21HumanOral cavityOSCC6.29e-112.67e-010.2678
84440RAB11FIP4C30HumanOral cavityOSCC2.45e-186.48e-010.3055
84440RAB11FIP4C38HumanOral cavityOSCC3.39e-085.87e-010.172
84440RAB11FIP4C46HumanOral cavityOSCC4.62e-031.00e-010.1673
84440RAB11FIP4C08HumanOral cavityOSCC1.60e-051.88e-010.1919
84440RAB11FIP4LN22HumanOral cavityOSCC3.59e-075.30e-010.1733
84440RAB11FIP4SYSMH3HumanOral cavityOSCC4.22e-082.45e-010.2442
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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
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:001619721LiverHCCendosomal transport154/7958230/187234.74e-142.95e-12154
GO:009887621LiverHCCvesicle-mediated transport to the plasma membrane92/7958136/187232.57e-097.07e-0892
GO:000091011LiverHCCcytokinesis100/7958173/187233.38e-053.39e-04100
GO:00324562LiverHCCendocytic recycling48/795873/187235.07e-054.83e-0448
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
GO:000091010Oral cavityOSCCcytokinesis97/7305173/187233.82e-064.51e-0597
GO:00988769Oral cavityOSCCvesicle-mediated transport to the plasma membrane79/7305136/187234.93e-065.58e-0579
GO:00513024Oral cavityOSCCregulation of cell division87/7305177/187233.75e-031.55e-0287
GO:00324652Oral cavityOSCCregulation of cytokinesis49/730592/187233.81e-031.57e-0249
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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
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
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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
RAB11FIP4SNVMissense_Mutationc.367N>Ap.Asp123Asnp.D123NQ86YS3protein_codingtolerated(0.23)benign(0.058)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RAB11FIP4SNVMissense_Mutationc.1216N>Ap.Glu406Lysp.E406KQ86YS3protein_codingdeleterious(0)benign(0.108)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RAB11FIP4SNVMissense_Mutationc.283N>Cp.Glu95Glnp.E95QQ86YS3protein_codingtolerated(0.57)benign(0.001)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RAB11FIP4deletionFrame_Shift_Delnovelc.612delNp.Ser205ProfsTer66p.S205Pfs*66Q86YS3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
RAB11FIP4SNVMissense_Mutationnovelc.1613N>Ap.Arg538Hisp.R538HQ86YS3protein_codingdeleterious(0)probably_damaging(0.992)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RAB11FIP4SNVMissense_Mutationc.770N>Tp.Thr257Metp.T257MQ86YS3protein_codingtolerated(0.05)probably_damaging(0.974)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RAB11FIP4SNVMissense_Mutationc.703N>Ap.Asp235Asnp.D235NQ86YS3protein_codingtolerated(0.11)possibly_damaging(0.902)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
RAB11FIP4SNVMissense_Mutationrs199789204c.1082A>Gp.Asn361Serp.N361SQ86YS3protein_codingtolerated(0.32)benign(0)TCGA-A6-5656-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RAB11FIP4SNVMissense_Mutationnovelc.1027N>Gp.Lys343Glup.K343EQ86YS3protein_codingdeleterious(0.01)possibly_damaging(0.591)TCGA-A6-6142-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfluorouracilPD
RAB11FIP4SNVMissense_Mutationc.670N>Ap.Asp224Asnp.D224NQ86YS3protein_codingtolerated(0.06)probably_damaging(0.94)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=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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