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: HERC6

Gene summary for HERC6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HERC6

Gene ID

55008

Gene nameHECT and RLD domain containing E3 ubiquitin protein ligase family member 6
Gene AliasHERC6
Cytomap4q22.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8IVU3


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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
55008HERC6HTA11_2951_2000001011HumanColorectumAD2.35e-033.36e-010.0216
55008HERC6HTA11_1938_2000001011HumanColorectumAD2.41e-052.45e-01-0.0811
55008HERC6HTA11_347_2000001011HumanColorectumAD2.44e-021.20e-01-0.1954
55008HERC6HTA11_2112_2000001011HumanColorectumSER1.76e-053.71e-01-0.2196
55008HERC6HTA11_696_2000001011HumanColorectumAD8.57e-083.01e-01-0.1464
55008HERC6HTA11_1391_2000001011HumanColorectumAD1.31e-062.15e-01-0.059
55008HERC6LZE20THumanEsophagusESCC5.60e-041.55e-010.0662
55008HERC6LZE24THumanEsophagusESCC4.42e-185.41e-010.0596
55008HERC6P1T-EHumanEsophagusESCC1.91e-043.95e-010.0875
55008HERC6P2T-EHumanEsophagusESCC1.97e-245.68e-010.1177
55008HERC6P4T-EHumanEsophagusESCC1.96e-041.36e-010.1323
55008HERC6P8T-EHumanEsophagusESCC2.78e-143.01e-010.0889
55008HERC6P9T-EHumanEsophagusESCC7.75e-102.33e-010.1131
55008HERC6P11T-EHumanEsophagusESCC8.56e-258.07e-010.1426
55008HERC6P15T-EHumanEsophagusESCC3.10e-082.64e-010.1149
55008HERC6P17T-EHumanEsophagusESCC1.30e-094.76e-010.1278
55008HERC6P20T-EHumanEsophagusESCC1.10e-052.12e-010.1124
55008HERC6P21T-EHumanEsophagusESCC6.54e-062.45e-010.1617
55008HERC6P22T-EHumanEsophagusESCC5.30e-045.16e-020.1236
55008HERC6P23T-EHumanEsophagusESCC1.61e-082.29e-010.108
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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
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
∗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
HERC6SNVMissense_Mutationrs200315029c.631N>Ap.Gly211Argp.G211RQ8IVU3protein_codingtolerated(0.05)probably_damaging(0.999)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
HERC6SNVMissense_Mutationc.452C>Tp.Ser151Leup.S151LQ8IVU3protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HERC6SNVMissense_Mutationrs369219414c.869C>Tp.Ser290Leup.S290LQ8IVU3protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HERC6SNVMissense_Mutationrs560103087c.1886C>Tp.Ser629Leup.S629LQ8IVU3protein_codingtolerated(1)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HERC6SNVMissense_Mutationnovelc.679C>Ap.Pro227Thrp.P227TQ8IVU3protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HERC6SNVMissense_Mutationnovelc.1621G>Ap.Ala541Thrp.A541TQ8IVU3protein_codingtolerated(0.13)benign(0.05)TCGA-AR-A2LL-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
HERC6SNVMissense_Mutationc.329N>Ap.Gly110Glup.G110EQ8IVU3protein_codingtolerated(0.07)probably_damaging(0.979)TCGA-B6-A0WV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HERC6SNVMissense_Mutationnovelc.1714N>Tp.Val572Leup.V572LQ8IVU3protein_codingdeleterious(0.01)possibly_damaging(0.708)TCGA-BH-A0DL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
HERC6SNVMissense_Mutationc.1597N>Tp.Pro533Serp.P533SQ8IVU3protein_codingtolerated(0.44)benign(0)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
HERC6SNVMissense_Mutationc.1322G>Ap.Arg441Lysp.R441KQ8IVU3protein_codingtolerated(0.09)benign(0.007)TCGA-C8-A26Y-01Breastbreast invasive 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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