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: SETD6

Gene summary for SETD6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SETD6

Gene ID

79918

Gene nameSET domain containing 6, protein lysine methyltransferase
Gene AliasSETD6
Cytomap16q21
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8TBK2


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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
79918SETD6LZE4THumanEsophagusESCC1.49e-021.04e-010.0811
79918SETD6LZE24THumanEsophagusESCC3.08e-072.63e-010.0596
79918SETD6P1T-EHumanEsophagusESCC1.85e-021.36e-010.0875
79918SETD6P2T-EHumanEsophagusESCC4.73e-141.05e-010.1177
79918SETD6P4T-EHumanEsophagusESCC4.45e-154.17e-010.1323
79918SETD6P5T-EHumanEsophagusESCC4.78e-131.86e-010.1327
79918SETD6P8T-EHumanEsophagusESCC3.26e-068.72e-020.0889
79918SETD6P9T-EHumanEsophagusESCC1.94e-031.08e-010.1131
79918SETD6P10T-EHumanEsophagusESCC2.17e-101.34e-010.116
79918SETD6P11T-EHumanEsophagusESCC1.44e-062.46e-010.1426
79918SETD6P12T-EHumanEsophagusESCC8.95e-081.50e-010.1122
79918SETD6P15T-EHumanEsophagusESCC2.20e-171.72e-010.1149
79918SETD6P16T-EHumanEsophagusESCC4.15e-152.10e-010.1153
79918SETD6P17T-EHumanEsophagusESCC1.30e-031.42e-010.1278
79918SETD6P20T-EHumanEsophagusESCC1.74e-113.10e-010.1124
79918SETD6P21T-EHumanEsophagusESCC3.24e-112.38e-010.1617
79918SETD6P22T-EHumanEsophagusESCC1.71e-233.24e-010.1236
79918SETD6P24T-EHumanEsophagusESCC3.60e-132.06e-010.1287
79918SETD6P26T-EHumanEsophagusESCC6.53e-101.75e-010.1276
79918SETD6P27T-EHumanEsophagusESCC7.80e-061.10e-010.1055
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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
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
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:009872714EsophagusESCCmaintenance of cell number90/8552134/187233.94e-075.43e-0690
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:001982714EsophagusESCCstem cell population maintenance88/8552131/187235.23e-076.97e-0688
GO:000647914EsophagusESCCprotein methylation115/8552181/187239.07e-071.16e-05115
GO:000821314EsophagusESCCprotein alkylation115/8552181/187239.07e-071.16e-05115
GO:00165718EsophagusESCChistone methylation89/8552141/187232.17e-051.87e-0489
GO:00488638EsophagusESCCstem cell differentiation122/8552206/187235.95e-054.59e-04122
GO:003496814EsophagusESCChistone lysine methylation72/8552115/187231.85e-041.18e-0372
GO:001802214EsophagusESCCpeptidyl-lysine methylation79/8552131/187235.17e-042.86e-0379
GO:00434332EsophagusESCCnegative regulation of DNA-binding transcription factor activity103/8552185/187233.86e-031.57e-02103
GO:00320882EsophagusESCCnegative regulation of NF-kappaB transcription factor activity54/855293/187231.08e-023.67e-0254
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00182056Oral cavityOSCCpeptidyl-lysine modification216/7305376/187232.32e-131.16e-11216
GO:00987277Oral cavityOSCCmaintenance of cell number81/7305134/187233.96e-075.90e-0681
GO:00198276Oral cavityOSCCstem cell population maintenance79/7305131/187236.28e-078.96e-0679
GO:00510907Oral cavityOSCCregulation of DNA-binding transcription factor activity221/7305440/187239.06e-071.23e-05221
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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
SETD6SNVMissense_Mutationc.652N>Cp.Ala218Prop.A218PQ8TBK2protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
SETD6SNVMissense_Mutationrs767058417c.955C>Tp.Arg319Cysp.R319CQ8TBK2protein_codingtolerated(0.19)benign(0.031)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SETD6SNVMissense_Mutationnovelc.1019N>Gp.Asp340Glyp.D340GQ8TBK2protein_codingtolerated(0.08)possibly_damaging(0.626)TCGA-AA-A01I-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SETD6SNVMissense_Mutationc.1013N>Ap.Arg338Hisp.R338HQ8TBK2protein_codingdeleterious(0)probably_damaging(0.918)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SETD6SNVMissense_Mutationc.623N>Ap.Arg208Hisp.R208HQ8TBK2protein_codingtolerated(1)benign(0)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SETD6SNVMissense_Mutationrs150559584c.1012N>Tp.Arg338Cysp.R338CQ8TBK2protein_codingdeleterious(0)probably_damaging(0.918)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
SETD6SNVMissense_Mutationc.563A>Gp.Tyr188Cysp.Y188CQ8TBK2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SETD6SNVMissense_Mutationrs372232329c.802N>Tp.Arg268Trpp.R268WQ8TBK2protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SETD6SNVMissense_Mutationnovelc.740C>Tp.Ala247Valp.A247VQ8TBK2protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AP-A1DH-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SETD6SNVMissense_Mutationrs372232329c.802C>Tp.Arg268Trpp.R268WQ8TBK2protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
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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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