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: BOC

Gene summary for BOC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BOC

Gene ID

91653

Gene nameBOC cell adhesion associated, oncogene regulated
Gene AliasBoi
Cytomap3q13.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9BWV1


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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
91653BOCC43HumanOral cavityOSCC3.94e-04-1.61e-010.1704
91653BOCLP17HumanOral cavityLP1.48e-038.62e-010.2349
91653BOCSYSMH3HumanOral cavityOSCC3.61e-062.86e-010.2442
91653BOCSYSMH4HumanOral cavityOSCC1.88e-135.17e-010.1226
91653BOCP1_S1_AKHumanSkinAK3.48e-064.09e-01-0.3399
91653BOCP2_S3_AKHumanSkinAK2.72e-064.16e-01-0.3287
91653BOCP3_S6_AKHumanSkinAK1.56e-033.04e-01-0.3256
91653BOCP4_S8_cSCCHumanSkincSCC1.22e-052.14e-01-0.3095
91653BOCP1_cSCCHumanSkincSCC6.66e-084.18e-010.0292
91653BOCP2_cSCCHumanSkincSCC4.57e-144.63e-01-0.024
91653BOCmale-WTAHumanThyroidPTC1.71e-141.76e-010.1037
91653BOCPTC01HumanThyroidPTC1.04e-061.82e-010.1899
91653BOCPTC04HumanThyroidPTC7.59e-133.02e-010.1927
91653BOCPTC05HumanThyroidPTC9.59e-031.10e-010.2065
91653BOCPTC06HumanThyroidPTC9.20e-143.72e-010.2057
91653BOCPTC07HumanThyroidPTC1.22e-325.20e-010.2044
91653BOCATC12HumanThyroidATC1.41e-101.60e-010.34
91653BOCATC13HumanThyroidATC3.53e-041.46e-010.34
91653BOCATC4HumanThyroidATC8.51e-112.02e-010.34
91653BOCATC5HumanThyroidATC9.00e-071.70e-010.34
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00454453Oral cavityOSCCmyoblast differentiation46/730584/187232.43e-031.07e-0246
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
GO:004544512Oral cavityLPmyoblast differentiation35/462384/187234.56e-044.33e-0335
GO:0045661Oral cavityLPregulation of myoblast differentiation22/462351/187232.96e-032.03e-0222
GO:006156416SkinAKaxon development91/1910467/187238.60e-108.63e-0891
GO:000740916SkinAKaxonogenesis80/1910418/187232.07e-081.19e-0680
GO:00074112SkinAKaxon guidance42/1910227/187231.01e-041.33e-0342
GO:00974852SkinAKneuron projection guidance42/1910228/187231.11e-041.43e-0342
GO:00454455SkinAKmyoblast differentiation16/191084/187231.01e-024.84e-0216
GO:004544513SkincSCCmyoblast differentiation35/486484/187231.23e-037.97e-0335
GO:006156422SkincSCCaxon development146/4864467/187235.50e-032.73e-02146
GO:006156419ThyroidPTCaxon development199/5968467/187235.27e-078.53e-06199
GO:000740918ThyroidPTCaxonogenesis178/5968418/187232.17e-062.91e-05178
GO:006156423ThyroidATCaxon development220/6293467/187236.85e-101.80e-08220
GO:000740919ThyroidATCaxonogenesis197/6293418/187235.09e-091.13e-07197
GO:00074113ThyroidATCaxon guidance96/6293227/187233.74e-031.63e-0296
GO:00974853ThyroidATCneuron projection guidance96/6293228/187234.36e-031.81e-0296
GO:0007224ThyroidATCsmoothened signaling pathway60/6293138/187239.75e-033.57e-0260
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0436014Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
hsa0436015Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
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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
BOCSNVMissense_Mutationc.3140N>Tp.Trp1047Leup.W1047LQ9BWV1protein_codingtolerated_low_confidence(0.14)benign(0.001)TCGA-A8-A09N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
BOCSNVMissense_Mutationc.460N>Cp.Glu154Glnp.E154QQ9BWV1protein_codingtolerated(0.09)benign(0.434)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BOCSNVMissense_Mutationnovelc.1654N>Ap.Ala552Thrp.A552TQ9BWV1protein_codingdeleterious(0)probably_damaging(0.933)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BOCSNVMissense_Mutationc.500N>Tp.Gln167Leup.Q167LQ9BWV1protein_codingtolerated(0.15)benign(0.061)TCGA-E2-A1II-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BOCSNVMissense_Mutationc.152G>Ap.Gly51Aspp.G51DQ9BWV1protein_codingdeleterious(0.02)possibly_damaging(0.734)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
BOCinsertionFrame_Shift_Insnovelc.45_46insACAACACATCTCTCAGTTGAGAAp.Val16ThrfsTer16p.V16Tfs*16Q9BWV1protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
BOCinsertionNonsense_Mutationnovelc.1652_1653insTTACTTTTTCCTTTAAAGAGCTAGGAATTTGAp.Ala552TyrfsTer5p.A552Yfs*5Q9BWV1protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
BOCdeletionFrame_Shift_Delnovelc.3020delNp.Asp1007AlafsTer28p.D1007Afs*28Q9BWV1protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
BOCSNVMissense_Mutationrs148702312c.2584N>Ap.Val862Ilep.V862IQ9BWV1protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BOCSNVMissense_Mutationrs541680773c.1118N>Ap.Arg373Hisp.R373HQ9BWV1protein_codingtolerated(0.13)benign(0.007)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<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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