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: HECTD3

Gene summary for HECTD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HECTD3

Gene ID

79654

Gene nameHECT domain E3 ubiquitin protein ligase 3
Gene AliasHECTD3
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A1A4G1


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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
79654HECTD3HTA11_2487_2000001011HumanColorectumSER3.10e-124.60e-01-0.1808
79654HECTD3HTA11_78_2000001011HumanColorectumAD3.90e-021.75e-01-0.1088
79654HECTD3HTA11_347_2000001011HumanColorectumAD4.93e-133.79e-01-0.1954
79654HECTD3HTA11_411_2000001011HumanColorectumSER1.42e-057.41e-01-0.2602
79654HECTD3HTA11_83_2000001011HumanColorectumSER6.24e-062.63e-01-0.1526
79654HECTD3HTA11_696_2000001011HumanColorectumAD1.05e-053.02e-01-0.1464
79654HECTD3HTA11_1391_2000001011HumanColorectumAD1.52e-022.44e-01-0.059
79654HECTD3HTA11_5212_2000001011HumanColorectumAD2.82e-034.19e-01-0.2061
79654HECTD3HTA11_5216_2000001011HumanColorectumSER1.61e-034.79e-01-0.1462
79654HECTD3HTA11_7696_3000711011HumanColorectumAD1.78e-022.43e-010.0674
79654HECTD3HTA11_99999971662_82457HumanColorectumMSS8.68e-031.91e-010.3859
79654HECTD3LZE20THumanEsophagusESCC1.64e-051.12e-010.0662
79654HECTD3LZE24THumanEsophagusESCC2.16e-071.88e-010.0596
79654HECTD3P2T-EHumanEsophagusESCC2.08e-091.18e-010.1177
79654HECTD3P4T-EHumanEsophagusESCC4.30e-057.80e-020.1323
79654HECTD3P5T-EHumanEsophagusESCC1.87e-042.91e-020.1327
79654HECTD3P8T-EHumanEsophagusESCC6.64e-081.53e-010.0889
79654HECTD3P10T-EHumanEsophagusESCC3.72e-061.11e-010.116
79654HECTD3P11T-EHumanEsophagusESCC2.14e-072.50e-010.1426
79654HECTD3P12T-EHumanEsophagusESCC4.78e-151.30e-010.1122
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
GO:00104981ColorectumSERproteasomal protein catabolic process132/2897490/187233.08e-115.55e-09132
GO:00431611ColorectumSERproteasome-mediated ubiquitin-dependent protein catabolic process105/2897412/187237.48e-084.70e-06105
GO:00104982ColorectumMSSproteasomal protein catabolic process157/3467490/187232.39e-135.25e-11157
GO:00431612ColorectumMSSproteasome-mediated ubiquitin-dependent protein catabolic process127/3467412/187237.70e-106.32e-08127
GO:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
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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
HECTD3SNVMissense_Mutationc.1594N>Gp.Phe532Valp.F532VQ5T447protein_codingdeleterious(0)probably_damaging(0.954)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
HECTD3SNVMissense_Mutationnovelc.1199N>Cp.Asp400Alap.D400AQ5T447protein_codingdeleterious(0.03)benign(0.026)TCGA-AN-A03Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HECTD3SNVMissense_Mutationc.2359N>Tp.Arg787Cysp.R787CQ5T447protein_codingdeleterious(0.02)possibly_damaging(0.643)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HECTD3SNVMissense_Mutationrs375141496c.938N>Gp.Tyr313Cysp.Y313CQ5T447protein_codingdeleterious(0.03)probably_damaging(0.954)TCGA-D8-A1JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyHormone TherapydoxorubicineSD
HECTD3insertionFrame_Shift_Insnovelc.1197_1198insTCTCTCCTAACTTCCCTTATGTCCCAGCCATCATTTGGGTCTCAp.Asp400SerfsTer58p.D400Sfs*58Q5T447protein_codingTCGA-AN-A03Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HECTD3insertionFrame_Shift_Insnovelc.1256_1257insGGCTGTTCCCCAGCCTCCTTGGTATTCCAGAGTGTGTGGAATACp.Asp419GlufsTer39p.D419Efs*39Q5T447protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HECTD3insertionIn_Frame_Insnovelc.2285_2286insAGTTGTAGACCCTCCCTCACCATCCATGCAGGCACTGATTTCCTTp.Asp762delinsGluValValAspProProSerProSerMetGlnAlaLeuIleSerPhep.D762delinsEVVDPPSPSMQALISFQ5T447protein_codingTCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HECTD3deletionFrame_Shift_Delnovelc.984delTp.Ile328MetfsTer15p.I328Mfs*15Q5T447protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HECTD3SNVMissense_Mutationnovelc.2534C>Tp.Ala845Valp.A845VQ5T447protein_codingdeleterious(0)possibly_damaging(0.829)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HECTD3SNVMissense_Mutationrs567272691c.1976C>Tp.Thr659Metp.T659MQ5T447protein_codingdeleterious(0.02)probably_damaging(0.91)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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