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: HDDC3

Gene summary for HDDC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HDDC3

Gene ID

374659

Gene nameHD domain containing 3
Gene Alias(ppGpp)ase
Cytomap15q26.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q8N4P3


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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
374659HDDC3LZE4THumanEsophagusESCC2.23e-042.24e-010.0811
374659HDDC3LZE7THumanEsophagusESCC3.17e-043.78e-010.0667
374659HDDC3LZE8THumanEsophagusESCC4.91e-041.96e-010.067
374659HDDC3LZE24THumanEsophagusESCC7.11e-103.54e-010.0596
374659HDDC3P1T-EHumanEsophagusESCC1.84e-053.28e-010.0875
374659HDDC3P2T-EHumanEsophagusESCC9.80e-163.19e-010.1177
374659HDDC3P4T-EHumanEsophagusESCC9.45e-357.53e-010.1323
374659HDDC3P5T-EHumanEsophagusESCC1.10e-234.78e-010.1327
374659HDDC3P8T-EHumanEsophagusESCC1.01e-153.17e-010.0889
374659HDDC3P9T-EHumanEsophagusESCC4.00e-143.19e-010.1131
374659HDDC3P10T-EHumanEsophagusESCC3.17e-193.40e-010.116
374659HDDC3P11T-EHumanEsophagusESCC2.94e-032.00e-010.1426
374659HDDC3P12T-EHumanEsophagusESCC2.07e-234.13e-010.1122
374659HDDC3P15T-EHumanEsophagusESCC3.45e-163.64e-010.1149
374659HDDC3P16T-EHumanEsophagusESCC1.76e-224.08e-010.1153
374659HDDC3P17T-EHumanEsophagusESCC2.36e-032.01e-010.1278
374659HDDC3P19T-EHumanEsophagusESCC3.72e-098.20e-010.1662
374659HDDC3P20T-EHumanEsophagusESCC9.79e-092.25e-010.1124
374659HDDC3P21T-EHumanEsophagusESCC8.83e-101.77e-010.1617
374659HDDC3P22T-EHumanEsophagusESCC3.01e-346.10e-010.1236
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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
∗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
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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
∗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
HDDC3SNVMissense_Mutationc.217G>Ap.Glu73Lysp.E73KQ8N4P3protein_codingdeleterious(0)probably_damaging(0.985)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HDDC3insertionFrame_Shift_Insnovelc.137_138insAGGGAGTGCCGCCCGCTTACTGACAACCACTGCTp.Ala47GlyfsTer16p.A47Gfs*16Q8N4P3protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
HDDC3insertionIn_Frame_Insnovelc.323_324insTTTCCATCATCTCAGAAGAAAGTTCTTCCATCTCTTCTTTGACTATGGp.Ala108_Pro109insPheHisHisLeuArgArgLysPhePheHisLeuPhePheAspTyrGlyp.A108_P109insFHHLRRKFFHLFFDYGQ8N4P3protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HDDC3SNVMissense_Mutationnovelc.343N>Ap.Ala115Thrp.A115TQ8N4P3protein_codingdeleterious(0.01)possibly_damaging(0.615)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HDDC3SNVMissense_Mutationrs748980570c.485N>Ap.Arg162Glnp.R162QQ8N4P3protein_codingtolerated(0.54)benign(0)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HDDC3deletionFrame_Shift_Delc.297_300delGAGAp.Lys101GlyfsTer17p.K101Gfs*17Q8N4P3protein_codingTCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HDDC3SNVMissense_Mutationnovelc.280A>Gp.Thr94Alap.T94AQ8N4P3protein_codingtolerated(0.19)benign(0.001)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
HDDC3SNVMissense_Mutationc.304N>Gp.Arg102Glyp.R102GQ8N4P3protein_codingdeleterious(0)possibly_damaging(0.462)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HDDC3SNVMissense_Mutationnovelc.280N>Gp.Thr94Alap.T94AQ8N4P3protein_codingtolerated(0.19)benign(0.001)TCGA-D1-A101-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HDDC3SNVMissense_Mutationc.275N>Gp.Asp92Glyp.D92GQ8N4P3protein_codingdeleterious(0)probably_damaging(0.96)TCGA-D1-A16Y-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
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