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: HECTD1

Gene summary for HECTD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HECTD1

Gene ID

25831

Gene nameHECT domain E3 ubiquitin protein ligase 1
Gene AliasEULIR
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9ULT8


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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
25831HECTD1HTA11_3410_2000001011HumanColorectumAD1.06e-19-5.59e-010.0155
25831HECTD1HTA11_347_2000001011HumanColorectumAD1.18e-054.85e-01-0.1954
25831HECTD1HTA11_3361_2000001011HumanColorectumAD4.17e-09-5.29e-01-0.1207
25831HECTD1HTA11_5212_2000001011HumanColorectumAD6.67e-03-5.25e-01-0.2061
25831HECTD1HTA11_99999971662_82457HumanColorectumMSS5.99e-06-4.19e-010.3859
25831HECTD1HTA11_99999973899_84307HumanColorectumMSS1.98e-03-5.06e-010.2585
25831HECTD1HTA11_99999974143_84620HumanColorectumMSS5.90e-08-4.61e-010.3005
25831HECTD1F007HumanColorectumFAP3.76e-04-3.83e-010.1176
25831HECTD1A001-C-207HumanColorectumFAP1.15e-03-1.84e-010.1278
25831HECTD1A015-C-203HumanColorectumFAP3.58e-31-3.49e-01-0.1294
25831HECTD1A015-C-204HumanColorectumFAP9.65e-05-2.46e-01-0.0228
25831HECTD1A014-C-040HumanColorectumFAP6.94e-05-3.05e-01-0.1184
25831HECTD1A002-C-201HumanColorectumFAP1.46e-15-3.66e-010.0324
25831HECTD1A002-C-203HumanColorectumFAP1.05e-06-1.69e-010.2786
25831HECTD1A001-C-119HumanColorectumFAP2.16e-05-1.45e-01-0.1557
25831HECTD1A001-C-108HumanColorectumFAP1.47e-19-1.75e-01-0.0272
25831HECTD1A002-C-205HumanColorectumFAP6.00e-25-1.93e-01-0.1236
25831HECTD1A001-C-104HumanColorectumFAP1.80e-02-7.51e-020.0184
25831HECTD1A015-C-005HumanColorectumFAP1.02e-09-4.07e-01-0.0336
25831HECTD1A015-C-006HumanColorectumFAP3.28e-16-4.08e-01-0.0994
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00300985SkinAKlymphocyte differentiation57/1910374/187231.34e-031.00e-0257
GO:002191510SkinAKneural tube development28/1910152/187231.44e-031.06e-0228
GO:00032815SkinAKventricular septum development16/191071/187231.80e-031.24e-0216
GO:001402010SkinAKprimary neural tube formation19/191094/187232.72e-031.74e-0219
GO:00032054SkinAKcardiac chamber development28/1910161/187233.44e-032.09e-0228
GO:00705346SkinAKprotein K63-linked ubiquitination13/191056/187233.55e-032.15e-0213
GO:00031704SkinAKheart valve development14/191065/187235.22e-032.91e-0214
GO:00018439SkinAKneural tube closure17/191088/187237.11e-033.64e-0217
GO:00606068SkinAKtube closure17/191089/187237.98e-034.03e-0217
GO:00607066SkinAKcell differentiation involved in embryonic placenta development7/191025/187231.05e-024.96e-027
GO:001049828SkincSCCproteasomal protein catabolic process243/4864490/187237.85e-304.10e-27243
GO:004217629SkincSCCregulation of protein catabolic process198/4864391/187236.03e-261.89e-23198
GO:004316128SkincSCCproteasome-mediated ubiquitin-dependent protein catabolic process205/4864412/187231.46e-254.16e-23205
GO:190336229SkincSCCregulation of cellular protein catabolic process139/4864255/187232.06e-224.17e-20139
GO:190305029SkincSCCregulation of proteolysis involved in cellular protein catabolic process121/4864221/187236.75e-201.01e-17121
GO:006113629SkincSCCregulation of proteasomal protein catabolic process106/4864187/187234.31e-195.87e-17106
GO:003243429SkincSCCregulation of proteasomal ubiquitin-dependent protein catabolic process80/4864134/187231.54e-161.49e-1480
GO:200005829SkincSCCregulation of ubiquitin-dependent protein catabolic process92/4864164/187232.30e-162.12e-1492
GO:004586229SkincSCCpositive regulation of proteolysis169/4864372/187232.43e-162.21e-14169
GO:000989628SkincSCCpositive regulation of catabolic process206/4864492/187236.06e-154.64e-13206
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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
HECTD1SNVMissense_Mutationc.6715N>Ap.Glu2239Lysp.E2239KQ9ULT8protein_codingtolerated(0.11)probably_damaging(0.973)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
HECTD1SNVMissense_Mutationc.140N>Gp.Thr47Argp.T47RQ9ULT8protein_codingdeleterious(0.01)benign(0.148)TCGA-A2-A0YM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HECTD1SNVMissense_Mutationc.2228N>Gp.Pro743Argp.P743RQ9ULT8protein_codingdeleterious(0)possibly_damaging(0.896)TCGA-A8-A08P-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
HECTD1SNVMissense_Mutationc.5992G>Cp.Glu1998Glnp.E1998QQ9ULT8protein_codingdeleterious(0.01)benign(0.115)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
HECTD1SNVMissense_Mutationrs755152978c.3005N>Ap.Arg1002Glnp.R1002QQ9ULT8protein_codingdeleterious(0)probably_damaging(0.916)TCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
HECTD1SNVMissense_Mutationrs748524391c.4411N>Tp.Arg1471Cysp.R1471CQ9ULT8protein_codingdeleterious(0.02)benign(0.336)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HECTD1SNVMissense_Mutationc.1259N>Tp.Ala420Valp.A420VQ9ULT8protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
HECTD1SNVMissense_Mutationc.1510G>Ap.Glu504Lysp.E504KQ9ULT8protein_codingtolerated(0.26)benign(0.009)TCGA-AR-A0TP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HECTD1SNVMissense_Mutationc.4696C>Gp.Leu1566Valp.L1566VQ9ULT8protein_codingtolerated(0.29)probably_damaging(0.931)TCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HECTD1SNVMissense_Mutationnovelc.3858N>Tp.Trp1286Cysp.W1286CQ9ULT8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
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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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