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: FOXC2

Gene summary for FOXC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXC2

Gene ID

2303

Gene nameforkhead box C2
Gene AliasFKHL14
Cytomap16q24.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q99958


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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
2303FOXC2C30HumanOral cavityOSCC8.05e-055.40e-010.3055
2303FOXC2C43HumanOral cavityOSCC1.06e-023.16e-020.1704
2303FOXC2C09HumanOral cavityOSCC5.08e-299.70e-010.1431
2303FOXC2NEOLP-2HumanOral cavityNEOLP3.04e-031.47e-01-0.0196
2303FOXC2NEOLP-3HumanOral cavityNEOLP5.38e-041.31e-01-0.0191
2303FOXC2ATC11HumanThyroidATC2.02e-161.27e+000.3386
2303FOXC2ATC13HumanThyroidATC7.27e-336.02e-010.34
2303FOXC2ATC3HumanThyroidATC4.14e-361.51e+000.338
2303FOXC2ATC5HumanThyroidATC1.15e-386.39e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:190165316Oral cavityOSCCcellular response to peptide194/7305359/187234.31e-099.57e-08194
GO:004578520Oral cavityOSCCpositive regulation of cell adhesion225/7305437/187236.06e-081.09e-06225
GO:003286916Oral cavityOSCCcellular response to insulin stimulus114/7305203/187235.07e-077.41e-06114
GO:007137510Oral cavityOSCCcellular response to peptide hormone stimulus153/7305290/187231.23e-061.63e-05153
GO:004343419Oral cavityOSCCresponse to peptide hormone208/7305414/187231.83e-062.35e-05208
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:003286816Oral cavityOSCCresponse to insulin138/7305264/187237.54e-068.15e-05138
GO:00336274Oral cavityOSCCcell adhesion mediated by integrin46/730572/187231.66e-051.64e-0446
GO:000206419Oral cavityOSCCepithelial cell development116/7305220/187232.34e-052.21e-04116
GO:00082868Oral cavityOSCCinsulin receptor signaling pathway67/7305116/187233.23e-052.91e-0467
GO:000166719Oral cavityOSCCameboidal-type cell migration228/7305475/187233.46e-053.10e-04228
GO:00072196Oral cavityOSCCNotch signaling pathway92/7305172/187237.84e-056.08e-0492
GO:001063118Oral cavityOSCCepithelial cell migration174/7305357/187231.04e-047.70e-04174
GO:009013218Oral cavityOSCCepithelium migration175/7305360/187231.18e-048.54e-04175
GO:009013018Oral cavityOSCCtissue migration176/7305365/187231.92e-041.29e-03176
GO:190303418Oral cavityOSCCregulation of response to wounding87/7305167/187233.91e-042.38e-0387
GO:00073697Oral cavityOSCCgastrulation95/7305185/187234.17e-042.54e-0395
GO:00301983Oral cavityOSCCextracellular matrix organization146/7305301/187234.67e-042.77e-03146
GO:00452293Oral cavityOSCCexternal encapsulating structure organization147/7305304/187235.30e-043.08e-03147
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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
FOXC2MYOEPIBreastHealthyMT1E,MT2A,ITGB4, etc.3.15e-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.
FOXC2MYOFIBBreastADJWDR5,ARC,CCDC3, etc.3.06e-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.
FOXC2SMCBreastHealthyWDR5,ARC,CCDC3, etc.1.35e-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.
FOXC2MYOFIBBreastPrecancerWDR5,ARC,CCDC3, etc.3.04e-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.
FOXC2MYOFIBCervixCCC1QTNF1,SUSD5,ADIRF, etc.3.06e-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.
FOXC2KEREsophagusLGINIER5,NFATC2,MMP1, etc.1.00e+00The 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.
FOXC2PERILiverCirrhoticCLDN11,SLC24A1,NTS, 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.
FOXC2SMCLiverCirrhoticCLDN11,SLC24A1,NTS, etc.1.29e-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.
FOXC2PFIBLiverCirrhoticCLDN11,SLC24A1,NTS, etc.1.51e-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.
FOXC2PERILiverHCCCLDN11,SLC24A1,NTS, 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.
∗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
FOXC2SNVMissense_Mutationc.406N>Tp.Asp136Tyrp.D136YQ99958protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FOXC2SNVMissense_Mutationc.455C>Gp.Ser152Cysp.S152CQ99958protein_codingdeleterious(0.02)possibly_damaging(0.627)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXC2insertionNonsense_Mutationnovelc.91_92insGAATACAAp.Tyr31Terp.Y31*Q99958protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOXC2SNVMissense_Mutationc.1354N>Ap.Glu452Lysp.E452KQ99958protein_codingdeleterious(0)probably_damaging(0.978)TCGA-FU-A23K-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
FOXC2SNVMissense_Mutationnovelc.66N>Cp.Gln22Hisp.Q22HQ99958protein_codingdeleterious(0)possibly_damaging(0.804)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOXC2SNVMissense_Mutationc.118N>Ap.Val40Ilep.V40IQ99958protein_codingdeleterious(0.01)possibly_damaging(0.448)TCGA-CM-6166-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FOXC2SNVMissense_Mutationc.404N>Ap.Arg135Hisp.R135HQ99958protein_codingdeleterious(0)probably_damaging(1)TCGA-DM-A0XD-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FOXC2SNVMissense_Mutationc.1319N>Gp.Phe440Cysp.F440CQ99958protein_codingdeleterious(0.01)possibly_damaging(0.85)TCGA-G4-6323-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FOXC2SNVMissense_Mutationc.376N>Gp.Leu126Valp.L126VQ99958protein_codingdeleterious(0)probably_damaging(0.994)TCGA-DC-4745-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
FOXC2SNVMissense_Mutationnovelc.1373G>Ap.Arg458Glnp.R458QQ99958protein_codingdeleterious(0)probably_damaging(0.988)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<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
2303FOXC2DRUG RESISTANCE, TRANSCRIPTION FACTOROXALIPLATINOXALIPLATIN32110058
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