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: HDAC11

Gene summary for HDAC11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HDAC11

Gene ID

79885

Gene namehistone deacetylase 11
Gene AliasHD11
Cytomap3p25.1
Gene Typeprotein-coding
GO ID

GO:0006325

UniProtAcc

Q96DB2


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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
79885HDAC11HCC1_MengHumanLiverHCC6.66e-222.96e-020.0246
79885HDAC11HCC2_MengHumanLiverHCC6.93e-071.81e-020.0107
79885HDAC11HCC2HumanLiverHCC6.77e-103.53e+000.5341
79885HDAC11HCC5HumanLiverHCC1.67e-112.47e-010.4932
79885HDAC11S014HumanLiverHCC7.76e-033.21e-010.2254
79885HDAC11S015HumanLiverHCC3.14e-095.85e-010.2375
79885HDAC11S016HumanLiverHCC2.17e-084.38e-010.2243
79885HDAC11S027HumanLiverHCC1.45e-066.16e-010.2446
79885HDAC11S028HumanLiverHCC1.34e-156.80e-010.2503
79885HDAC11S029HumanLiverHCC2.16e-116.89e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:0098732LiverHCCmacromolecule deacylation67/7958116/187236.46e-043.99e-0367
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:00356011LiverHCCprotein deacylation64/7958112/187231.23e-036.83e-0364
GO:00064761LiverHCCprotein deacetylation55/7958101/187231.01e-023.79e-0255
GO:00420631LiverHCCgliogenesis148/7958301/187231.10e-024.07e-02148
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052032LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa052033LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
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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
HDAC11SNVMissense_Mutationc.672G>Tp.Glu224Aspp.E224DQ96DB2protein_codingdeleterious(0.01)possibly_damaging(0.516)TCGA-BH-A0AU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HDAC11SNVMissense_Mutationnovelc.569N>Ap.Arg190Glnp.R190QQ96DB2protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-OL-A5DA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HDAC11deletionFrame_Shift_Delnovelc.631delNp.Asp212ThrfsTer68p.D212Tfs*68Q96DB2protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HDAC11SNVMissense_Mutationc.670G>Ap.Glu224Lysp.E224KQ96DB2protein_codingdeleterious(0.03)benign(0.261)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
HDAC11SNVMissense_Mutationnovelc.896N>Gp.Val299Glyp.V299GQ96DB2protein_codingdeleterious(0)probably_damaging(0.925)TCGA-AA-3684-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HDAC11SNVMissense_Mutationc.68N>Ap.Arg23Hisp.R23HQ96DB2protein_codingtolerated(0.14)benign(0.022)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HDAC11SNVMissense_Mutationc.1019N>Tp.Pro340Leup.P340LQ96DB2protein_codingtolerated_low_confidence(0.08)benign(0.001)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
HDAC11SNVMissense_Mutationc.595T>Cp.Tyr199Hisp.Y199HQ96DB2protein_codingdeleterious(0)possibly_damaging(0.706)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HDAC11SNVMissense_Mutationc.560N>Tp.Gly187Valp.G187VQ96DB2protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HDAC11SNVMissense_Mutationnovelc.643N>Ap.Ala215Thrp.A215TQ96DB2protein_codingdeleterious(0)possibly_damaging(0.831)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
79885HDAC11DRUGGABLE GENOME, ENZYMEPMID29671355-Compound-44
79885HDAC11DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL3545368PANOBINOSTAT LACTATE
79885HDAC11DRUGGABLE GENOME, ENZYMECUDC-101CUDC-101
79885HDAC11DRUGGABLE GENOME, ENZYMEPRACINOSTATPRACINOSTAT
79885HDAC11DRUGGABLE GENOME, ENZYMEAPICIDINAPICIDIN19705846
79885HDAC11DRUGGABLE GENOME, ENZYMEDAUNORUBICINDAUNORUBICIN22260166
79885HDAC11DRUGGABLE GENOME, ENZYMEinhibitor348353622
79885HDAC11DRUGGABLE GENOME, ENZYMEVORINOSTATVORINOSTAT
79885HDAC11DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL27759ENTINOSTAT
79885HDAC11DRUGGABLE GENOME, ENZYMEPMID29671355-Compound-21
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