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: BCL11B

Gene summary for BCL11B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCL11B

Gene ID

64919

Gene nameBAF chromatin remodeling complex subunit BCL11B
Gene AliasATL1
Cytomap14q32.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

L8B8F6


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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
64919BCL11BLZE2THumanEsophagusESCC1.99e-065.50e-010.082
64919BCL11BLZE4THumanEsophagusESCC1.91e-061.88e-010.0811
64919BCL11BLZE7THumanEsophagusESCC5.39e-053.44e-010.0667
64919BCL11BLZE22THumanEsophagusESCC6.09e-042.61e-010.068
64919BCL11BLZE24THumanEsophagusESCC4.69e-239.97e-010.0596
64919BCL11BLZE21THumanEsophagusESCC7.29e-031.52e-010.0655
64919BCL11BLZE6THumanEsophagusESCC1.61e-062.53e-010.0845
64919BCL11BP4T-EHumanEsophagusESCC2.67e-204.32e-010.1323
64919BCL11BP5T-EHumanEsophagusESCC2.01e-031.93e-030.1327
64919BCL11BP9T-EHumanEsophagusESCC5.57e-051.82e-010.1131
64919BCL11BP10T-EHumanEsophagusESCC3.28e-491.06e+000.116
64919BCL11BP11T-EHumanEsophagusESCC3.39e-041.35e-010.1426
64919BCL11BP12T-EHumanEsophagusESCC4.66e-296.95e-010.1122
64919BCL11BP15T-EHumanEsophagusESCC1.55e-216.20e-010.1149
64919BCL11BP16T-EHumanEsophagusESCC3.46e-04-5.60e-020.1153
64919BCL11BP20T-EHumanEsophagusESCC7.23e-071.01e-010.1124
64919BCL11BP21T-EHumanEsophagusESCC1.99e-142.78e-010.1617
64919BCL11BP22T-EHumanEsophagusESCC2.04e-172.05e-010.1236
64919BCL11BP24T-EHumanEsophagusESCC8.99e-03-4.42e-020.1287
64919BCL11BP26T-EHumanEsophagusESCC2.26e-112.65e-010.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000206420EsophagusESCCepithelial cell development136/8552220/187239.50e-071.21e-05136
GO:00097919EsophagusESCCpost-embryonic development56/855280/187239.08e-068.71e-0556
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00302167EsophagusESCCkeratinocyte differentiation86/8552139/187238.53e-056.19e-0486
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:00485386EsophagusESCCthymus development33/855245/187231.54e-041.02e-0333
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:00025622EsophagusESCCsomatic diversification of immune receptors via germline recombination within a single locus43/855266/187231.10e-035.53e-0343
GO:00164442EsophagusESCCsomatic cell DNA recombination43/855266/187231.10e-035.53e-0343
GO:00022003EsophagusESCCsomatic diversification of immune receptors49/855277/187231.12e-035.60e-0349
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:19031317EsophagusESCCmononuclear cell differentiation226/8552426/187231.20e-035.88e-03226
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:00436167EsophagusESCCkeratinocyte proliferation30/855246/187235.91e-032.18e-0230
GO:00485694EsophagusESCCpost-embryonic animal organ development12/855215/187237.31e-032.63e-0212
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
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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
BCL11BCD8TRMCervixADJCD2,PTPRC,RESF1, etc.2.92e-01The 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.
BCL11BCD4TNCervixADJCD2,PTPRC,RESF1, etc.3.88e-01The 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.
BCL11BCD8TRMCervixHealthyCD2,PTPRC,RESF1, etc.9.54e-02The 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.
BCL11BCD4TNCervixHealthyCD2,PTPRC,RESF1, etc.1.66e-01The 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.
BCL11BCD8TCMCervixHealthyCD2,PTPRC,RESF1, etc.2.28e-01The 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.
BCL11BTFHCervixHealthyCD2,PTPRC,RESF1, etc.1.24e-01The 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.
BCL11BCD8TCMCervixHSIL_HPVCD2,PTPRC,RESF1, etc.2.39e-01The 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.
BCL11BCD8TEXPCervixHSIL_HPVCD2,PTPRC,RESF1, etc.1.12e-01The 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.
BCL11BTFHCervixHSIL_HPVCD2,PTPRC,RESF1, etc.1.46e-01The 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.
BCL11BCD4TNCervixN_HPVCD2,PTPRC,RESF1, etc.2.57e-01The 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.
∗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
BCL11BSNVMissense_Mutationrs748592687c.335N>Tp.Pro112Leup.P112LQ9C0K0protein_codingdeleterious(0)possibly_damaging(0.46)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
BCL11BSNVMissense_Mutationrs554329351c.2587T>Cp.Phe863Leup.F863LQ9C0K0protein_codingdeleterious(0)possibly_damaging(0.836)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCL11BSNVMissense_Mutationnovelc.2495N>Tp.Ala832Valp.A832VQ9C0K0protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A62V-01Breastbreast invasive carcinomaMale<65III/IVTargeted Molecular therapydenosumabPD
BCL11BSNVMissense_Mutationc.2500N>Ap.Ala834Thrp.A834TQ9C0K0protein_codingdeleterious(0.02)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCL11BSNVMissense_Mutationc.2648N>Ap.Thr883Asnp.T883NQ9C0K0protein_codingtolerated(0.43)benign(0.05)TCGA-D8-A1JL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCL11BSNVMissense_Mutationrs748264333c.740N>Ap.Arg247Hisp.R247HQ9C0K0protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-VS-A8EI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BCL11BSNVMissense_Mutationrs749262405c.2564N>Ap.Arg855Hisp.R855HQ9C0K0protein_codingdeleterious(0)possibly_damaging(0.648)TCGA-AA-3973-01Colorectumcolon adenocarcinomaMale>=65III/IVTargeted Molecular therapybevacizumabSD
BCL11BSNVMissense_Mutationc.593G>Ap.Gly198Aspp.G198DQ9C0K0protein_codingtolerated(0.12)benign(0.247)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BCL11BSNVMissense_Mutationc.2386G>Ap.Asp796Asnp.D796NQ9C0K0protein_codingdeleterious(0)probably_damaging(1)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BCL11BSNVMissense_Mutationc.2501N>Tp.Ala834Valp.A834VQ9C0K0protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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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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