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: SETD3

Gene summary for SETD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SETD3

Gene ID

84193

Gene nameSET domain containing 3, actin histidine methyltransferase
Gene AliasC14orf154
Cytomap14q32.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A024R6K3


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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
84193SETD3HTA11_3410_2000001011HumanColorectumAD3.45e-06-2.37e-010.0155
84193SETD3HTA11_99999971662_82457HumanColorectumMSS1.75e-02-2.32e-010.3859
84193SETD3A001-C-207HumanColorectumFAP2.98e-02-1.99e-010.1278
84193SETD3A015-C-203HumanColorectumFAP1.15e-21-3.95e-01-0.1294
84193SETD3A015-C-204HumanColorectumFAP3.41e-03-2.34e-01-0.0228
84193SETD3A002-C-201HumanColorectumFAP1.02e-06-2.47e-010.0324
84193SETD3A001-C-119HumanColorectumFAP7.70e-08-4.66e-01-0.1557
84193SETD3A001-C-108HumanColorectumFAP7.45e-13-2.99e-01-0.0272
84193SETD3A002-C-205HumanColorectumFAP5.21e-18-4.32e-01-0.1236
84193SETD3A015-C-006HumanColorectumFAP1.71e-13-4.55e-01-0.0994
84193SETD3A015-C-106HumanColorectumFAP5.16e-09-2.40e-01-0.0511
84193SETD3A002-C-114HumanColorectumFAP5.94e-13-3.75e-01-0.1561
84193SETD3A015-C-104HumanColorectumFAP1.79e-20-3.58e-01-0.1899
84193SETD3A001-C-014HumanColorectumFAP1.68e-08-2.39e-010.0135
84193SETD3A002-C-016HumanColorectumFAP2.77e-11-2.22e-010.0521
84193SETD3A015-C-002HumanColorectumFAP2.72e-09-4.17e-01-0.0763
84193SETD3A001-C-203HumanColorectumFAP1.46e-04-2.20e-01-0.0481
84193SETD3A002-C-116HumanColorectumFAP2.98e-19-3.72e-01-0.0452
84193SETD3A014-C-008HumanColorectumFAP7.81e-11-4.09e-01-0.191
84193SETD3A018-E-020HumanColorectumFAP3.73e-16-4.09e-01-0.2034
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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
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
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:0090257ColorectumADregulation of muscle system process73/3918252/187231.46e-031.24e-0273
GO:0010452ColorectumADhistone H3-K36 methylation8/391815/187235.67e-033.64e-028
GO:0016570ColorectumMSShistone modification113/3467463/187238.37e-048.68e-03113
GO:00902572ColorectumMSSregulation of muscle system process66/3467252/187231.55e-031.41e-0266
GO:00030121ColorectumMSSmuscle system process105/3467452/187236.39e-034.26e-02105
GO:00902574ColorectumFAPregulation of muscle system process58/2622252/187237.22e-051.33e-0358
GO:00165701ColorectumFAPhistone modification94/2622463/187231.06e-041.76e-0394
GO:00104521ColorectumFAPhistone H3-K36 methylation8/262215/187233.75e-044.63e-038
GO:00030122ColorectumFAPmuscle system process89/2622452/187234.63e-045.39e-0389
GO:00069371ColorectumFAPregulation of muscle contraction37/2622169/187233.39e-032.47e-0237
GO:0006479ColorectumFAPprotein methylation39/2622181/187233.60e-032.58e-0239
GO:0008213ColorectumFAPprotein alkylation39/2622181/187233.60e-032.58e-0239
GO:0034968ColorectumFAPhistone lysine methylation27/2622115/187234.23e-032.90e-0227
GO:0016571ColorectumFAPhistone methylation31/2622141/187236.47e-034.03e-0231
GO:00902575ColorectumCRCregulation of muscle system process51/2078252/187231.49e-054.63e-0451
GO:00030123ColorectumCRCmuscle system process74/2078452/187233.92e-045.80e-0374
GO:00165702ColorectumCRChistone modification75/2078463/187234.95e-047.06e-0375
GO:00104522ColorectumCRChistone H3-K36 methylation7/207815/187235.89e-047.89e-037
GO:00069372ColorectumCRCregulation of muscle contraction33/2078169/187238.65e-041.07e-0233
GO:00182057EsophagusHGINpeptidyl-lysine modification88/2587376/187232.99e-071.39e-0588
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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
SETD3SNVMissense_Mutationrs143398632c.1366N>Ap.Asp456Asnp.D456NQ86TU7protein_codingtolerated(0.17)benign(0.047)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SETD3SNVMissense_Mutationnovelc.24N>Cp.Lys8Asnp.K8NQ86TU7protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SETD3SNVMissense_Mutationrs771711935c.1493N>Tp.Pro498Leup.P498LQ86TU7protein_codingdeleterious(0.02)benign(0.007)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SETD3SNVMissense_Mutationc.469N>Ap.Leu157Metp.L157MQ86TU7protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SETD3insertionFrame_Shift_Insnovelc.1359_1360insCCTCCCTGTTTTTCATGTAAACTp.Asn454ProfsTer24p.N454Pfs*24Q86TU7protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SETD3SNVMissense_Mutationnovelc.834N>Gp.Asn278Lysp.N278KQ86TU7protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SETD3SNVMissense_Mutationrs763948380c.1378N>Tp.Arg460Cysp.R460CQ86TU7protein_codingdeleterious(0.01)possibly_damaging(0.784)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SETD3SNVMissense_Mutationrs771711935c.1493C>Tp.Pro498Leup.P498LQ86TU7protein_codingdeleterious(0.02)benign(0.007)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SETD3SNVMissense_Mutationc.1345N>Gp.Lys449Glup.K449EQ86TU7protein_codingtolerated(0.96)benign(0.001)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SETD3SNVMissense_Mutationc.405N>Cp.Lys135Asnp.K135NQ86TU7protein_codingtolerated(0.09)possibly_damaging(0.827)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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