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: BCOR

Gene summary for BCOR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCOR

Gene ID

54880

Gene nameBCL6 corepressor
Gene AliasANOP2
CytomapXp11.4
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q6W2J9


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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
54880BCORHTA11_347_2000001011HumanColorectumAD8.61e-031.04e-01-0.1954
54880BCORHTA11_99999965104_69814HumanColorectumMSS2.75e-021.74e-010.281
54880BCORA002-C-116HumanColorectumFAP3.14e-031.71e-01-0.0452
54880BCORNAFLD1HumanLiverNAFLD3.58e-053.78e-01-0.04
54880BCORHCC1_MengHumanLiverHCC5.65e-20-4.97e-030.0246
54880BCORHCC2_MengHumanLiverHCC6.28e-093.83e-020.0107
54880BCORHCC2HumanLiverHCC2.22e-021.94e+000.5341
54880BCORS014HumanLiverHCC1.61e-083.92e-010.2254
54880BCORS015HumanLiverHCC1.72e-042.59e-010.2375
54880BCORS016HumanLiverHCC7.10e-113.24e-010.2243
54880BCORS027HumanLiverHCC8.76e-063.95e-010.2446
54880BCORS028HumanLiverHCC5.34e-063.97e-010.2503
54880BCORS029HumanLiverHCC2.25e-125.53e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0033522ColorectumADhistone H2A ubiquitination12/391826/187233.47e-032.51e-0212
GO:0010452ColorectumADhistone H3-K36 methylation8/391815/187235.67e-033.64e-028
GO:0031056ColorectumADregulation of histone modification45/3918152/187237.05e-034.31e-0245
GO:0006513ColorectumADprotein monoubiquitination23/391867/187237.55e-034.58e-0223
GO:0001503ColorectumADossification106/3918408/187237.68e-034.64e-02106
GO:00017012ColorectumMSSin utero embryonic development99/3467367/187233.71e-057.10e-0499
GO:0016570ColorectumMSShistone modification113/3467463/187238.37e-048.68e-03113
GO:00335221ColorectumMSShistone H2A ubiquitination12/346726/187231.16e-031.12e-0212
GO:00015032ColorectumMSSossification96/3467408/187236.09e-034.07e-0296
GO:00310562ColorectumMSSregulation of histone modification41/3467152/187236.41e-034.27e-0241
GO:00065131ColorectumMSSprotein monoubiquitination21/346767/187237.90e-034.84e-0221
GO:0016574ColorectumMSShistone ubiquitination16/346747/187238.22e-034.99e-0216
GO:00017013ColorectumFAPin utero embryonic development81/2622367/187231.58e-054.10e-0481
GO:00165701ColorectumFAPhistone modification94/2622463/187231.06e-041.76e-0394
GO:00104521ColorectumFAPhistone H3-K36 methylation8/262215/187233.75e-044.63e-038
GO:00015033ColorectumFAPossification79/2622408/187231.53e-031.37e-0279
GO:00335222ColorectumFAPhistone H2A ubiquitination10/262226/187231.77e-031.53e-0210
GO:0006479ColorectumFAPprotein methylation39/2622181/187233.60e-032.58e-0239
GO:0008213ColorectumFAPprotein alkylation39/2622181/187233.60e-032.58e-0239
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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
BCORSNVMissense_Mutationnovelc.976N>Ap.Pro326Thrp.P326TQ6W2J9protein_codingtolerated(0.12)possibly_damaging(0.873)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
BCORSNVMissense_Mutationrs775994643c.347C>Tp.Ser116Leup.S116LQ6W2J9protein_codingtolerated(0.07)benign(0.054)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCORSNVMissense_Mutationc.3362N>Tp.Ala1121Valp.A1121VQ6W2J9protein_codingtolerated(0.34)benign(0.001)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCORSNVMissense_Mutationc.1071N>Ap.Phe357Leup.F357LQ6W2J9protein_codingtolerated(0.11)probably_damaging(0.977)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
BCORSNVMissense_Mutationc.4880N>Gp.Asp1627Glyp.D1627GQ6W2J9protein_codingdeleterious(0.05)benign(0.093)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCORSNVMissense_Mutationc.3668N>Tp.Ser1223Leup.S1223LQ6W2J9protein_codingdeleterious(0.04)benign(0.356)TCGA-E2-A15H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyherceptinSD
BCORSNVMissense_Mutationc.61C>Tp.Arg21Cysp.R21CQ6W2J9protein_codingdeleterious_low_confidence(0)possibly_damaging(0.891)TCGA-E2-A15S-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BCORSNVMissense_Mutationc.3754N>Gp.Ile1252Valp.I1252VQ6W2J9protein_codingtolerated(0.77)benign(0.005)TCGA-E2-A1BC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
BCORSNVMissense_Mutationnovelc.1374N>Cp.Met458Ilep.M458IQ6W2J9protein_codingtolerated(0.6)benign(0)TCGA-E2-A1LE-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyherceptinPD
BCORSNVMissense_Mutationnovelc.401N>Ap.Ala134Aspp.A134DQ6W2J9protein_codingtolerated(0.64)benign(0.075)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
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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
54880BCORCLINICALLY ACTIONABLEN/A26150234,26098867,26573325,26516930
54880BCORCLINICALLY ACTIONABLETretinoinTRETINOIN25790901
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