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: HDAC3

Gene summary for HDAC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HDAC3

Gene ID

8841

Gene namehistone deacetylase 3
Gene AliasHD3
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

O15379


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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
8841HDAC3LZE4THumanEsophagusESCC7.39e-088.01e-020.0811
8841HDAC3LZE7THumanEsophagusESCC4.69e-072.83e-010.0667
8841HDAC3LZE8THumanEsophagusESCC1.78e-051.33e-010.067
8841HDAC3LZE22THumanEsophagusESCC1.20e-032.83e-010.068
8841HDAC3LZE24THumanEsophagusESCC2.80e-154.39e-010.0596
8841HDAC3LZE21THumanEsophagusESCC1.73e-022.55e-010.0655
8841HDAC3LZE6THumanEsophagusESCC3.69e-021.78e-010.0845
8841HDAC3P1T-EHumanEsophagusESCC7.67e-114.53e-010.0875
8841HDAC3P2T-EHumanEsophagusESCC3.34e-447.66e-010.1177
8841HDAC3P4T-EHumanEsophagusESCC2.30e-184.63e-010.1323
8841HDAC3P5T-EHumanEsophagusESCC5.93e-254.47e-010.1327
8841HDAC3P8T-EHumanEsophagusESCC2.30e-212.16e-010.0889
8841HDAC3P9T-EHumanEsophagusESCC1.33e-202.69e-010.1131
8841HDAC3P10T-EHumanEsophagusESCC2.27e-264.60e-010.116
8841HDAC3P11T-EHumanEsophagusESCC1.68e-146.25e-010.1426
8841HDAC3P12T-EHumanEsophagusESCC3.87e-448.30e-010.1122
8841HDAC3P15T-EHumanEsophagusESCC7.74e-206.12e-010.1149
8841HDAC3P16T-EHumanEsophagusESCC1.76e-244.09e-010.1153
8841HDAC3P17T-EHumanEsophagusESCC6.15e-054.15e-010.1278
8841HDAC3P19T-EHumanEsophagusESCC2.70e-057.67e-010.1662
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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
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:0031647111EsophagusESCCregulation of protein stability223/8552298/187235.76e-251.52e-22223
GO:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:1903320111EsophagusESCCregulation of protein modification by small protein conjugation or removal181/8552242/187231.80e-202.60e-18181
GO:1903829111EsophagusESCCpositive regulation of cellular protein localization199/8552276/187232.99e-193.45e-17199
GO:0033157110EsophagusESCCregulation of intracellular protein transport169/8552229/187233.31e-183.23e-16169
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:0031396111EsophagusESCCregulation of protein ubiquitination154/8552210/187232.70e-162.04e-14154
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0046822110EsophagusESCCregulation of nucleocytoplasmic transport88/8552106/187231.88e-151.19e-1388
GO:009031617EsophagusESCCpositive regulation of intracellular protein transport122/8552160/187232.45e-151.49e-13122
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:190018018EsophagusESCCregulation of protein localization to nucleus102/8552136/187232.84e-121.13e-10102
GO:190018217EsophagusESCCpositive regulation of protein localization to nucleus70/855287/187232.63e-118.99e-1070
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520325EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa0491928EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
hsa0520335EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa04919113EsophagusESCCThyroid hormone signaling pathway78/4205121/84656.79e-042.23e-031.14e-0378
hsa0491912LiverHCCThyroid hormone signaling pathway75/4020121/84658.76e-043.38e-031.88e-0375
hsa052032LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa0491913LiverHCCThyroid hormone signaling pathway75/4020121/84658.76e-043.38e-031.88e-0375
hsa052033LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa052038Oral cavityOSCCViral carcinogenesis124/3704204/84655.57e-073.28e-061.67e-06124
hsa0491926Oral cavityOSCCThyroid hormone signaling pathway73/3704121/84651.63e-045.52e-042.81e-0473
hsa0520314Oral cavityOSCCViral carcinogenesis124/3704204/84655.57e-073.28e-061.67e-06124
hsa04919112Oral cavityOSCCThyroid hormone signaling pathway73/3704121/84651.63e-045.52e-042.81e-0473
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
HDAC3SNVMissense_Mutationc.597N>Gp.Phe199Leup.F199LO15379protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A14V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
HDAC3SNVMissense_Mutationc.1012C>Tp.Leu338Phep.L338FO15379protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A155-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
HDAC3deletionFrame_Shift_Delnovelc.731delNp.Val244GlyfsTer72p.V244Gfs*72O15379protein_codingTCGA-LL-A6FQ-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
HDAC3SNVMissense_Mutationnovelc.445G>Ap.Asp149Asnp.D149NO15379protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HDAC3SNVMissense_Mutationnovelc.38T>Cp.Val13Alap.V13AO15379protein_codingdeleterious(0.01)possibly_damaging(0.897)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
HDAC3SNVMissense_Mutationc.708C>Gp.Phe236Leup.F236LO15379protein_codingdeleterious(0)benign(0.366)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
HDAC3SNVMissense_Mutationc.803N>Ap.Cys268Tyrp.C268YO15379protein_codingdeleterious(0)probably_damaging(0.997)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HDAC3SNVMissense_Mutationc.1271N>Ap.Ser424Asnp.S424NO15379protein_codingtolerated(0.57)benign(0)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
HDAC3SNVMissense_Mutationc.192N>Tp.Glu64Aspp.E64DO15379protein_codingtolerated(1)benign(0.003)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HDAC3SNVMissense_Mutationnovelc.712C>Tp.Pro238Serp.P238SO15379protein_codingtolerated(0.08)probably_damaging(0.95)TCGA-AA-3930-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
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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
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEinhibitorCUDC-101CUDC-101
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEBELINOSTATBELINOSTAT25937017
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOME7-ETHYL-10-HYDROXY-CAMPTOTHECIN7-ETHYL-10-HYDROXYCAMPTOTHECIN23622981
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEinhibitor187051792PANOBINOSTAT
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEVALPROIC ACIDVALPROIC ACID18294844,16921367,25304896
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMERG2833
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEPMID29671355-Compound-25
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEinhibitor252166579TACEDINALINE
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEinhibitorVALPROIC ACIDDEPAKOTE
8841HDAC3ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOME2-ENE-VALPROATECHEMBL11748717566732
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