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: BCL11A

Gene summary for BCL11A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCL11A

Gene ID

53335

Gene nameBAF chromatin remodeling complex subunit BCL11A
Gene AliasBCL11A-L
Cytomap2p16.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

D9YZV9


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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
53335BCL11ACA_HPV_1HumanCervixCC2.49e-073.83e-010.0264
53335BCL11ACA_HPV_3HumanCervixCC1.12e-132.93e-010.0414
53335BCL11AN_HPV_2HumanCervixN_HPV2.86e-027.32e-02-0.0131
53335BCL11ACCI_2HumanCervixCC1.60e-101.56e+000.5249
53335BCL11ACCI_3HumanCervixCC6.44e-111.03e+000.516
53335BCL11AHTA11_3410_2000001011HumanColorectumAD6.44e-12-4.47e-010.0155
53335BCL11AHTA11_2487_2000001011HumanColorectumSER1.09e-03-4.47e-01-0.1808
53335BCL11AHTA11_3361_2000001011HumanColorectumAD7.90e-04-5.37e-01-0.1207
53335BCL11AHTA11_696_2000001011HumanColorectumAD4.44e-08-4.33e-01-0.1464
53335BCL11AHTA11_866_2000001011HumanColorectumAD2.64e-02-3.41e-01-0.1001
53335BCL11AHTA11_5212_2000001011HumanColorectumAD3.98e-03-6.72e-01-0.2061
53335BCL11AA001-C-207HumanColorectumFAP4.33e-02-1.64e-010.1278
53335BCL11AA015-C-203HumanColorectumFAP4.35e-23-3.29e-01-0.1294
53335BCL11AA015-C-204HumanColorectumFAP5.94e-04-1.71e-01-0.0228
53335BCL11AA014-C-040HumanColorectumFAP6.11e-04-4.20e-01-0.1184
53335BCL11AA002-C-201HumanColorectumFAP2.38e-14-4.11e-010.0324
53335BCL11AA001-C-119HumanColorectumFAP3.29e-12-5.95e-01-0.1557
53335BCL11AA001-C-108HumanColorectumFAP1.60e-21-4.22e-01-0.0272
53335BCL11AA002-C-205HumanColorectumFAP7.55e-30-6.79e-01-0.1236
53335BCL11AA001-C-104HumanColorectumFAP1.88e-03-2.37e-010.0184
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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
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:002260410CervixCCregulation of cell morphogenesis84/2311309/187231.00e-124.29e-1084
GO:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00109757CervixCCregulation of neuron projection development88/2311445/187234.26e-061.09e-0488
GO:00160498CervixCCcell growth92/2311482/187231.16e-052.49e-0492
GO:00015588CervixCCregulation of cell growth77/2311414/187231.40e-041.70e-0377
GO:00011016CervixCCresponse to acid chemical31/2311135/187234.16e-044.22e-0331
GO:00313456CervixCCnegative regulation of cell projection organization39/2311186/187235.86e-045.57e-0339
GO:00486386CervixCCregulation of developmental growth61/2311330/187237.69e-046.85e-0361
GO:00605606CervixCCdevelopmental growth involved in morphogenesis46/2311234/187238.82e-047.63e-0346
GO:00712292CervixCCcellular response to acid chemical20/231180/187231.40e-031.10e-0220
GO:00712301CervixCCcellular response to amino acid stimulus18/231171/187232.01e-031.47e-0218
GO:19901385CervixCCneuron projection extension34/2311172/187233.52e-032.27e-0234
GO:00432004CervixCCresponse to amino acid25/2311116/187233.59e-032.30e-0225
GO:00487552CervixCCbranching morphogenesis of a nerve5/231110/187234.20e-032.58e-025
GO:00109775CervixCCnegative regulation of neuron projection development28/2311137/187234.74e-032.83e-0228
GO:00017636CervixCCmorphogenesis of a branching structure37/2311196/187235.36e-033.10e-0237
GO:00507733CervixCCregulation of dendrite development22/2311103/187236.75e-033.71e-0222
GO:00485886CervixCCdevelopmental cell growth42/2311234/187237.88e-034.15e-0242
GO:00182054CervixCCpeptidyl-lysine modification62/2311376/187231.04e-024.97e-0262
GO:002260424CervixN_HPVregulation of cell morphogenesis20/534309/187235.98e-047.85e-0320
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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
BCL11ABMEMColorectumADJBANK1,EBF1,BLK, etc.2.72e-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.
BCL11ABMEMColorectumFAPBANK1,EBF1,BLK, etc.2.24e-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.
BCL11ABMEMColorectumHealthyBANK1,EBF1,BLK, etc.1.89e-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.
BCL11ABMEMColorectumMSI-HBANK1,EBF1,BLK, etc.2.06e-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.
BCL11AMYOFIBColorectumADJHDAC4,NRP2,LIMS2, etc.3.25e-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.
BCL11AMYOFIBColorectumFAPHDAC4,NRP2,LIMS2, etc.2.78e-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.
BCL11AMYOFIBColorectumHealthyHDAC4,NRP2,LIMS2, etc.7.08e-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.
BCL11AMYOFIBColorectumMSI-HHDAC4,NRP2,LIMS2, etc.3.76e-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.
BCL11AMVAEndometriumADJSHOC1,PAPLN,KCNC2, etc.1.68e-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.
BCL11ALYMENDEndometriumEECSHOC1,PAPLN,KCNC2, etc.2.64e-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.
∗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
BCL11ASNVMissense_Mutationc.2431G>Ap.Val811Metp.V811MQ9H165protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A1AS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BCL11ASNVMissense_Mutationnovelc.2029G>Ap.Gly677Argp.G677RQ9H165protein_codingdeleterious(0.01)possibly_damaging(0.827)TCGA-E2-A14P-01Breastbreast invasive carcinomaFemale>=65III/IVTargeted Molecular therapytrastuzumabSD
BCL11ASNVMissense_Mutationrs371309905c.1417N>Ap.Glu473Lysp.E473KQ9H165protein_codingdeleterious(0.01)possibly_damaging(0.652)TCGA-E2-A14Z-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
BCL11AinsertionNonsense_Mutationnovelc.526_527insTACCATTAAATAATGCATAATGCAp.Cys175_Lys176insIleProLeuAsnAsnAlaTerCysp.C175_K176insIPLNNA*CQ9H165protein_codingTCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
BCL11AinsertionFrame_Shift_Insnovelc.58_59insGTGGTAAAGAAAAGAGGTTp.Glu20GlyfsTer10p.E20Gfs*10Q9H165protein_codingTCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BCL11AinsertionIn_Frame_Insnovelc.1152_1153insTCAATGTTTTCTGAAp.Lys384_Thr385insSerMetPheSerGlup.K384_T385insSMFSEQ9H165protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
BCL11AinsertionFrame_Shift_Insnovelc.1150_1151insTCTTTCTAAAGTATAAAGAAp.Lys384IlefsTer44p.K384Ifs*44Q9H165protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
BCL11AinsertionIn_Frame_Insnovelc.1137_1138insCTCCTCGTCGGAGCACTCCTCGGAp.Cys379_Glu380insLeuLeuValGlyAlaLeuLeuGlyp.C379_E380insLLVGALLGQ9H165protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
BCL11AinsertionNonsense_Mutationnovelc.348_349insATATGCAGCTAGTCTGGGGAATTGTATAAACTTAGATAGCCCAGp.Ser117IlefsTer4p.S117Ifs*4Q9H165protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
BCL11AinsertionFrame_Shift_Insnovelc.296_297insCGATTTTGGATTTCTTTTCp.Glu100AspfsTer17p.E100Dfs*17Q9H165protein_codingTCGA-BH-A0HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
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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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