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: BNC1

Gene summary for BNC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BNC1

Gene ID

646

Gene namebasonuclin 1
Gene AliasBNC
Cytomap15q25.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B7Z885


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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
646BNC1CCI_1HumanCervixCC2.18e-055.99e-010.528
646BNC1CCI_2HumanCervixCC2.82e-108.57e-010.5249
646BNC1CCI_3HumanCervixCC1.58e-054.18e-010.516
646BNC1TumorHumanCervixCC2.08e-062.54e-010.1241
646BNC1sample3HumanCervixCC1.39e-062.34e-010.1387
646BNC1T3HumanCervixCC1.42e-082.56e-010.1389
646BNC1C04HumanOral cavityOSCC9.50e-211.02e+000.2633
646BNC1C21HumanOral cavityOSCC6.29e-184.71e-010.2678
646BNC1C30HumanOral cavityOSCC1.75e-301.07e+000.3055
646BNC1C43HumanOral cavityOSCC7.76e-061.25e-010.1704
646BNC1C46HumanOral cavityOSCC1.10e-031.27e-010.1673
646BNC1C51HumanOral cavityOSCC1.48e-219.02e-010.2674
646BNC1C57HumanOral cavityOSCC2.05e-021.54e-010.1679
646BNC1C06HumanOral cavityOSCC4.71e-061.02e+000.2699
646BNC1C08HumanOral cavityOSCC3.75e-041.67e-010.1919
646BNC1LN22HumanOral cavityOSCC9.08e-088.28e-010.1733
646BNC1LP15HumanOral cavityLP5.18e-034.68e-010.2174
646BNC1LP17HumanOral cavityLP8.12e-034.72e-010.2349
646BNC1SYSMH1HumanOral cavityOSCC1.66e-143.44e-010.1127
646BNC1SYSMH2HumanOral cavityOSCC1.98e-133.73e-010.2326
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:00107206CervixCCpositive regulation of cell development64/2311298/187235.69e-061.41e-0464
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00107209Oral cavityOSCCpositive regulation of cell development159/7305298/187233.06e-074.66e-06159
GO:00063563Oral cavityOSCCregulation of transcription by RNA polymerase I25/730534/187234.63e-053.90e-0425
GO:00063601Oral cavityOSCCtranscription by RNA polymerase I36/730555/187236.42e-055.22e-0436
GO:00459431Oral cavityOSCCpositive regulation of transcription by RNA polymerase I18/730523/187231.47e-041.04e-0318
GO:000854416Oral cavityLPepidermis development112/4623324/187233.81e-055.61e-04112
GO:001072014Oral cavityLPpositive regulation of cell development93/4623298/187236.07e-033.60e-0293
GO:000854425SkincSCCepidermis development131/4864324/187237.38e-092.39e-07131
GO:00063565SkincSCCregulation of transcription by RNA polymerase I22/486434/187232.33e-063.77e-0522
GO:00063603SkincSCCtranscription by RNA polymerase I30/486455/187236.13e-068.70e-0530
GO:00459433SkincSCCpositive regulation of transcription by RNA polymerase I15/486423/187238.72e-058.21e-0415
GO:001072016SkincSCCpositive regulation of cell development105/4864298/187232.30e-041.89e-03105
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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
BNC1SNVMissense_Mutationc.1702C>Ap.Pro568Thrp.P568TQ01954protein_codingdeleterious(0.04)benign(0.058)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
BNC1SNVMissense_Mutationc.1220N>Tp.Ala407Valp.A407VQ01954protein_codingdeleterious(0)possibly_damaging(0.793)TCGA-A8-A08B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
BNC1SNVMissense_Mutationrs766072426c.2911C>Tp.Arg971Cysp.R971CQ01954protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BNC1SNVMissense_Mutationrs767533958c.2918G>Ap.Arg973Glnp.R973QQ01954protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
BNC1SNVMissense_Mutationc.2821N>Ap.Gly941Argp.G941RQ01954protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BNC1SNVMissense_Mutationc.320N>Ap.Arg107Hisp.R107HQ01954protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B6-A40B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BNC1SNVMissense_Mutationrs149687703c.1576N>Ap.Glu526Lysp.E526KQ01954protein_codingtolerated(0.12)benign(0.057)TCGA-BH-A1EV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
BNC1SNVMissense_Mutationc.2008G>Ap.Asp670Asnp.D670NQ01954protein_codingtolerated(0.16)benign(0)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BNC1SNVMissense_Mutationc.2491N>Cp.Val831Leup.V831LQ01954protein_codingdeleterious(0.03)benign(0.184)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
BNC1SNVMissense_Mutationc.548T>Ap.Met183Lysp.M183KQ01954protein_codingdeleterious(0)probably_damaging(0.991)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
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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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