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: IRF6

Gene summary for IRF6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IRF6

Gene ID

3664

Gene nameinterferon regulatory factor 6
Gene AliasLPS
Cytomap1q32.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

O14896


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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
3664IRF6CA_HPV_1HumanCervixCC6.46e-03-1.63e-010.0264
3664IRF6CA_HPV_2HumanCervixCC2.76e-022.19e-010.0391
3664IRF6CCI_1HumanCervixCC1.46e-029.11e-010.528
3664IRF6TumorHumanCervixCC1.43e-235.34e-010.1241
3664IRF6sample1HumanCervixCC3.26e-085.58e-010.0959
3664IRF6sample3HumanCervixCC8.57e-416.45e-010.1387
3664IRF6T1HumanCervixCC4.31e-134.83e-010.0918
3664IRF6T3HumanCervixCC1.33e-286.32e-010.1389
3664IRF6HTA11_2487_2000001011HumanColorectumSER1.65e-033.23e-01-0.1808
3664IRF6HTA11_1938_2000001011HumanColorectumAD2.37e-043.17e-01-0.0811
3664IRF6HTA11_78_2000001011HumanColorectumAD2.10e-095.13e-01-0.1088
3664IRF6HTA11_347_2000001011HumanColorectumAD1.77e-164.70e-01-0.1954
3664IRF6HTA11_411_2000001011HumanColorectumSER3.37e-068.34e-01-0.2602
3664IRF6HTA11_83_2000001011HumanColorectumSER9.38e-052.77e-01-0.1526
3664IRF6HTA11_2992_2000001011HumanColorectumSER1.27e-044.51e-01-0.1706
3664IRF6HTA11_5212_2000001011HumanColorectumAD3.63e-023.83e-01-0.2061
3664IRF6HTA11_6801_2000001011HumanColorectumSER1.33e-023.75e-010.0171
3664IRF6HTA11_99999965104_69814HumanColorectumMSS1.32e-032.95e-010.281
3664IRF6HTA11_99999971662_82457HumanColorectumMSS1.77e-092.52e-010.3859
3664IRF6LZE4THumanEsophagusESCC8.10e-085.81e-010.0811
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:00435884CervixCCskin development71/2311263/187238.04e-111.46e-0871
GO:00506737CervixCCepithelial cell proliferation98/2311437/187232.01e-092.15e-0798
GO:00302164CervixCCkeratinocyte differentiation42/2311139/187231.74e-081.28e-0642
GO:00099137CervixCCepidermal cell differentiation53/2311202/187235.48e-083.25e-0653
GO:004873210CervixCCgland development84/2311436/187231.93e-053.54e-0484
GO:00436164CervixCCkeratinocyte proliferation15/231146/187232.70e-042.97e-0315
GO:00487365CervixCCappendage development35/2311172/187231.88e-031.39e-0235
GO:00601735CervixCClimb development35/2311172/187231.88e-031.39e-0235
GO:00308797CervixCCmammary gland development28/2311137/187234.74e-032.83e-0228
GO:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0030879ColorectumADmammary gland development53/3918137/187231.46e-064.58e-0553
GO:0061180ColorectumADmammary gland epithelium development28/391867/187238.74e-051.35e-0328
GO:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:0043616ColorectumADkeratinocyte proliferation19/391846/187231.36e-031.19e-0219
GO:0048736ColorectumADappendage development51/3918172/187234.20e-032.89e-0251
GO:0060173ColorectumADlimb development51/3918172/187234.20e-032.89e-0251
GO:0009913ColorectumADepidermal cell differentiation58/3918202/187235.16e-033.42e-0258
GO:0008544ColorectumADepidermis development87/3918324/187235.99e-033.76e-0287
GO:00487321ColorectumSERgland development112/2897436/187231.75e-081.28e-06112
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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
IRF6CAFBreastADJKRT17,SFN,KRT14, etc.9.99e-02The 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.
IRF6pDCProstateHealthyANXA2,TRAF4,TACSTD2, etc.2.47e-01The 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.
IRF6FIBProstateADJKLF5,LAMC2,PERP, etc.8.32e-02The 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.
IRF6INFIBProstateADJKLF5,LAMC2,PERP, etc.1.11e-01The 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.
IRF6INFIBProstateBPHKLF5,LAMC2,PERP, etc.2.67e-01The 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.
IRF6INFIBProstateHealthyKLF5,LAMC2,PERP, etc.3.74e-01The 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.
IRF6INFIBProstateTumorKLF5,LAMC2,PERP, etc.7.40e-02The 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.
IRF6KERSkinHealthySFN,SERPINB5,LYPD3, etc.1.99e-01The 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.
∗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
IRF6SNVMissense_Mutationrs201017955c.781N>Cp.Asp261Hisp.D261HO14896protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IRF6SNVMissense_Mutationc.250N>Ap.Arg84Serp.R84SO14896protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A1HL-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
IRF6SNVMissense_Mutationc.899N>Cp.Arg300Thrp.R300TO14896protein_codingdeleterious(0.04)probably_damaging(1)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
IRF6SNVMissense_Mutationc.38G>Cp.Trp13Serp.W13SO14896protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
IRF6SNVMissense_Mutationc.214N>Ap.Asp72Asnp.D72NO14896protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
IRF6SNVMissense_Mutationc.1296N>Gp.Ile432Metp.I432MO14896protein_codingtolerated(0.88)benign(0.201)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IRF6SNVMissense_Mutationc.315G>Tp.Met105Ilep.M105IO14896protein_codingtolerated(0.5)possibly_damaging(0.593)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IRF6SNVMissense_Mutationc.301N>Gp.Lys101Glup.K101EO14896protein_codingdeleterious(0)possibly_damaging(0.648)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
IRF6SNVMissense_Mutationc.772N>Tp.Pro258Serp.P258SO14896protein_codingdeleterious(0)probably_damaging(0.949)TCGA-AA-3930-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
IRF6SNVMissense_Mutationc.274G>Ap.Glu92Lysp.E92KO14896protein_codingdeleterious(0.03)probably_damaging(0.988)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
3664IRF6TRANSCRIPTION FACTORinterferon beta-1b30013178
3664IRF6TRANSCRIPTION FACTORinterferon beta-1a30013178
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