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: HDAC10

Gene summary for HDAC10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HDAC10

Gene ID

83933

Gene namehistone deacetylase 10
Gene AliasHD10
Cytomap22q13.33
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q969S8


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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
83933HDAC10LZE7THumanEsophagusESCC5.09e-094.09e-010.0667
83933HDAC10LZE8THumanEsophagusESCC4.45e-031.35e-010.067
83933HDAC10LZE20THumanEsophagusESCC5.14e-041.65e-010.0662
83933HDAC10LZE21D1HumanEsophagusHGIN3.51e-022.07e-010.0632
83933HDAC10LZE22THumanEsophagusESCC2.12e-032.59e-010.068
83933HDAC10LZE24THumanEsophagusESCC4.43e-183.82e-010.0596
83933HDAC10LZE21THumanEsophagusESCC2.77e-063.23e-010.0655
83933HDAC10P1T-EHumanEsophagusESCC2.54e-196.49e-010.0875
83933HDAC10P2T-EHumanEsophagusESCC9.58e-111.31e-010.1177
83933HDAC10P4T-EHumanEsophagusESCC9.76e-101.69e-010.1323
83933HDAC10P5T-EHumanEsophagusESCC8.88e-122.43e-010.1327
83933HDAC10P8T-EHumanEsophagusESCC1.45e-223.69e-010.0889
83933HDAC10P9T-EHumanEsophagusESCC1.71e-091.68e-010.1131
83933HDAC10P10T-EHumanEsophagusESCC3.46e-152.87e-010.116
83933HDAC10P11T-EHumanEsophagusESCC4.64e-206.42e-010.1426
83933HDAC10P12T-EHumanEsophagusESCC1.49e-171.94e-010.1122
83933HDAC10P15T-EHumanEsophagusESCC3.28e-173.84e-010.1149
83933HDAC10P16T-EHumanEsophagusESCC1.01e-233.06e-010.1153
83933HDAC10P17T-EHumanEsophagusESCC3.39e-124.48e-010.1278
83933HDAC10P20T-EHumanEsophagusESCC2.45e-214.82e-010.1124
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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
∗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:001623616EsophagusHGINmacroautophagy77/2587291/187237.15e-094.61e-0777
GO:00182057EsophagusHGINpeptidyl-lysine modification88/2587376/187232.99e-071.39e-0588
GO:000632516EsophagusHGINchromatin organization92/2587409/187231.05e-064.16e-0592
GO:005105214EsophagusHGINregulation of DNA metabolic process79/2587359/187231.38e-053.85e-0479
GO:200102019EsophagusHGINregulation of response to DNA damage stimulus52/2587219/187235.00e-051.19e-0352
GO:005105416EsophagusHGINpositive regulation of DNA metabolic process47/2587201/187231.65e-043.21e-0347
GO:00165708EsophagusHGINhistone modification92/2587463/187231.70e-043.30e-0392
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:005105417EsophagusESCCpositive regulation of DNA metabolic process139/8552201/187231.20e-114.33e-10139
GO:2001020110EsophagusESCCregulation of response to DNA damage stimulus145/8552219/187235.97e-101.50e-08145
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00165754EsophagusESCChistone deacetylation60/855282/187233.85e-075.32e-0660
GO:00064765EsophagusESCCprotein deacetylation70/8552101/187231.29e-061.58e-0570
GO:20010228EsophagusESCCpositive regulation of response to DNA damage stimulus69/8552105/187232.66e-052.22e-0469
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052039EsophagusHGINViral carcinogenesis53/1383204/84652.58e-042.71e-032.15e-0353
hsa0520315EsophagusHGINViral carcinogenesis53/1383204/84652.58e-042.71e-032.15e-0353
hsa0520325EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa0520335EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa052038Oral cavityOSCCViral carcinogenesis124/3704204/84655.57e-073.28e-061.67e-06124
hsa0520314Oral cavityOSCCViral carcinogenesis124/3704204/84655.57e-073.28e-061.67e-06124
hsa0520324Oral cavityLPViral carcinogenesis90/2418204/84651.20e-061.38e-058.89e-0690
hsa0520334Oral cavityLPViral carcinogenesis90/2418204/84651.20e-061.38e-058.89e-0690
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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
HDAC10SNVMissense_Mutationnovelc.1753N>Gp.Leu585Valp.L585VQ969S8protein_codingtolerated(0.13)possibly_damaging(0.718)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HDAC10SNVMissense_Mutationnovelc.1078C>Gp.Gln360Glup.Q360EQ969S8protein_codingtolerated(0.6)benign(0.001)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HDAC10deletionFrame_Shift_Delnovelc.1689delGp.Leu564CysfsTer54p.L564Cfs*54Q969S8protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HDAC10SNVMissense_Mutationnovelc.1450N>Ap.Ala484Thrp.A484TQ969S8protein_codingtolerated(0.37)benign(0.033)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
HDAC10SNVMissense_Mutationnovelc.1493N>Ap.Gly498Aspp.G498DQ969S8protein_codingtolerated(0.24)benign(0.215)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
HDAC10SNVMissense_Mutationnovelc.271N>Ap.Asp91Asnp.D91NQ969S8protein_codingtolerated(0.12)benign(0.073)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HDAC10SNVMissense_Mutationc.602N>Ap.Arg201Hisp.R201HQ969S8protein_codingtolerated(0.14)benign(0.022)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HDAC10SNVMissense_Mutationrs202169873c.880N>Ap.Gly294Serp.G294SQ969S8protein_codingtolerated(0.08)benign(0.426)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HDAC10SNVMissense_Mutationnovelc.1258N>Ap.Asp420Asnp.D420NQ969S8protein_codingtolerated(0.09)benign(0.276)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HDAC10SNVMissense_Mutationnovelc.1091N>Tp.Ala364Valp.A364VQ969S8protein_codingtolerated(0.14)benign(0.013)TCGA-A5-A1OF-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
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRAPICIDINAPICIDIN19705846
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRinhibitor187051805QUISINOSTAT
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRBUTYRYLHYDROXAMIC ACIDBUTYRYLHYDROXAMIC ACID21874153
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRRESMINOSTATRESMINOSTAT
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRinhibitor348353623
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRBELINOSTATBELINOSTAT
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRPRACINOSTATPRACINOSTAT
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRENTINOSTATENTINOSTAT19966789,20491440
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRMOCETINOSTATMOCETINOSTAT23829483,26287310
83933HDAC10ENZYME, DRUGGABLE GENOME, DNA REPAIRinhibitorGIVINOSTATGIVINOSTAT
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