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: BIN3

Gene summary for BIN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BIN3

Gene ID

55909

Gene namebridging integrator 3
Gene AliasBIN3
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9NQY0


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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
55909BIN3C04HumanOral cavityOSCC5.05e-053.72e-010.2633
55909BIN3C21HumanOral cavityOSCC1.93e-258.57e-010.2678
55909BIN3C30HumanOral cavityOSCC4.87e-261.12e+000.3055
55909BIN3C43HumanOral cavityOSCC8.36e-132.60e-010.1704
55909BIN3C46HumanOral cavityOSCC5.54e-183.46e-010.1673
55909BIN3C51HumanOral cavityOSCC2.13e-053.51e-010.2674
55909BIN3C57HumanOral cavityOSCC8.88e-084.73e-010.1679
55909BIN3C08HumanOral cavityOSCC1.91e-051.31e-010.1919
55909BIN3C09HumanOral cavityOSCC2.13e-103.96e-010.1431
55909BIN3LN46HumanOral cavityOSCC7.99e-093.62e-010.1666
55909BIN3LP17HumanOral cavityLP2.64e-025.06e-010.2349
55909BIN3EOLP-1HumanOral cavityEOLP2.78e-071.53e-01-0.0202
55909BIN3SYSMH1HumanOral cavityOSCC8.11e-071.38e-010.1127
55909BIN3SYSMH2HumanOral cavityOSCC1.18e-031.99e-010.2326
55909BIN3SYSMH3HumanOral cavityOSCC7.87e-071.62e-010.2442
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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
∗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:001604917Oral cavityOSCCcell growth268/7305482/187236.55e-143.51e-12268
GO:00325065Oral cavityOSCCcytokinetic process33/730539/187235.91e-091.26e-0733
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:00310999Oral cavityOSCCregeneration114/7305198/187238.54e-081.50e-06114
GO:000091010Oral cavityOSCCcytokinesis97/7305173/187233.82e-064.51e-0597
GO:00616405Oral cavityOSCCcytoskeleton-dependent cytokinesis60/7305100/187231.69e-051.67e-0460
GO:009758110Oral cavityOSCClamellipodium organization54/730590/187234.39e-053.76e-0454
GO:006049110Oral cavityOSCCregulation of cell projection assembly100/7305188/187235.27e-054.38e-04100
GO:012003216Oral cavityOSCCregulation of plasma membrane bounded cell projection assembly98/7305186/187231.00e-047.54e-0498
GO:00605609Oral cavityOSCCdevelopmental growth involved in morphogenesis116/7305234/187236.20e-043.50e-03116
GO:00422464Oral cavityOSCCtissue regeneration42/730572/187236.89e-043.84e-0342
GO:0097320Oral cavityOSCCplasma membrane tubulation15/730520/187231.19e-035.99e-0315
GO:00300328Oral cavityOSCClamellipodium assembly41/730572/187231.53e-037.31e-0341
GO:00605378Oral cavityOSCCmuscle tissue development185/7305403/187232.60e-031.14e-02185
GO:00434034Oral cavityOSCCskeletal muscle tissue regeneration23/730537/187233.66e-031.51e-0223
GO:190274310Oral cavityOSCCregulation of lamellipodium organization31/730554/187234.66e-031.87e-0231
GO:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
GO:00147067Oral cavityOSCCstriated muscle tissue development174/7305384/187236.45e-032.40e-02174
GO:003250613Oral cavityLPcytokinetic process24/462339/187231.13e-062.78e-0524
GO:003109916Oral cavityLPregeneration76/4623198/187231.25e-052.24e-0476
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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
BIN3SNVMissense_Mutationrs372409275c.506N>Ap.Arg169Glnp.R169QQ9NQY0protein_codingtolerated(0.2)benign(0.003)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BIN3SNVMissense_Mutationnovelc.747T>Gp.Ile249Metp.I249MQ9NQY0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
BIN3SNVMissense_Mutationc.77N>Tp.Arg26Metp.R26MQ9NQY0protein_codingdeleterious(0)probably_damaging(0.975)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BIN3SNVMissense_Mutationnovelc.356N>Gp.Pro119Argp.P119RQ9NQY0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CK-4948-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
BIN3SNVMissense_Mutationc.623N>Gp.Tyr208Cysp.Y208CQ9NQY0protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
BIN3SNVMissense_Mutationrs750251598c.568N>Tp.Arg190Cysp.R190CQ9NQY0protein_codingdeleterious(0)probably_damaging(0.971)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BIN3SNVMissense_Mutationrs776836042c.260C>Tp.Thr87Metp.T87MQ9NQY0protein_codingtolerated(0.15)possibly_damaging(0.809)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BIN3SNVMissense_Mutationc.151N>Ap.Ala51Thrp.A51TQ9NQY0protein_codingdeleterious(0.03)possibly_damaging(0.858)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BIN3SNVMissense_Mutationnovelc.183N>Tp.Lys61Asnp.K61NQ9NQY0protein_codingdeleterious(0)possibly_damaging(0.609)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
BIN3SNVMissense_Mutationrs750251598c.568C>Tp.Arg190Cysp.R190CQ9NQY0protein_codingdeleterious(0)probably_damaging(0.971)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<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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