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: SETD1B

Gene summary for SETD1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SETD1B

Gene ID

23067

Gene nameSET domain containing 1B, histone lysine methyltransferase
Gene AliasIDDSELD
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9UPS6


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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
23067SETD1BHCC1_MengHumanLiverHCC1.43e-193.59e-030.0246
23067SETD1BHCC2_MengHumanLiverHCC8.56e-055.05e-020.0107
23067SETD1BHCC1HumanLiverHCC2.59e-042.57e+000.5336
23067SETD1BHCC2HumanLiverHCC6.72e-082.04e+000.5341
23067SETD1BS014HumanLiverHCC8.94e-083.19e-010.2254
23067SETD1BS015HumanLiverHCC4.07e-062.78e-010.2375
23067SETD1BS016HumanLiverHCC5.23e-062.85e-010.2243
23067SETD1BS027HumanLiverHCC1.57e-055.13e-010.2446
23067SETD1BS028HumanLiverHCC9.85e-155.08e-010.2503
23067SETD1BS029HumanLiverHCC4.98e-125.49e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00434141LiverHCCmacromolecule methylation183/7958316/187232.00e-084.72e-07183
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:00064792LiverHCCprotein methylation111/7958181/187232.36e-074.18e-06111
GO:00082132LiverHCCprotein alkylation111/7958181/187232.36e-074.18e-06111
GO:00165712LiverHCChistone methylation88/7958141/187231.41e-062.02e-0588
GO:00349681LiverHCChistone lysine methylation70/7958115/187235.32e-055.04e-0470
GO:00180221LiverHCCpeptidyl-lysine methylation74/7958131/187238.46e-045.06e-0374
GO:0051568LiverHCChistone H3-K4 methylation36/795859/187233.15e-031.46e-0236
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0031041LiverHCCLysine degradation47/402063/84651.02e-057.58e-054.22e-0547
hsa0031051LiverHCCLysine degradation47/402063/84651.02e-057.58e-054.22e-0547
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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
SETD1BSNVMissense_Mutationnovelc.3940G>Ap.Glu1314Lysp.E1314KQ9UPS6protein_codingdeleterious_low_confidence(0)probably_damaging(0.972)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
SETD1BSNVMissense_Mutationnovelc.1649N>Gp.Ser550Cysp.S550CQ9UPS6protein_codingdeleterious(0)probably_damaging(0.996)TCGA-B6-A402-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePD
SETD1BSNVMissense_Mutationc.74N>Ap.Arg25Lysp.R25KQ9UPS6protein_codingtolerated_low_confidence(0.2)benign(0.003)TCGA-E9-A1NG-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
SETD1BSNVMissense_Mutationrs777048615c.3463N>Ap.Glu1155Lysp.E1155KQ9UPS6protein_codingtolerated_low_confidence(0.14)benign(0.001)TCGA-GM-A2DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SETD1BdeletionFrame_Shift_Delnovelc.818delNp.Pro274ArgfsTer33p.P274Rfs*33Q9UPS6protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SETD1BSNVMissense_Mutationrs200717752c.931N>Tp.Arg311Trpp.R311WQ9UPS6protein_codingdeleterious(0.02)probably_damaging(0.992)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SETD1BSNVMissense_Mutationnovelc.2659N>Ap.Val887Metp.V887MQ9UPS6protein_codingtolerated(0.07)benign(0.341)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SETD1BSNVMissense_Mutationnovelc.2777N>Gp.Asp926Glyp.D926GQ9UPS6protein_codingtolerated(0.1)possibly_damaging(0.76)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SETD1BSNVMissense_Mutationnovelc.3058N>Tp.Arg1020Trpp.R1020WQ9UPS6protein_codingdeleterious(0.02)probably_damaging(0.948)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SETD1BSNVMissense_Mutationnovelc.1856N>Ap.Gly619Glup.G619EQ9UPS6protein_codingdeleterious(0.02)benign(0.276)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<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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