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: FOXP2

Gene summary for FOXP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXP2

Gene ID

93986

Gene nameforkhead box P2
Gene AliasCAGH44
Cytomap7q31.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

B7ZLK5


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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
93986FOXP2HTA11_3410_2000001011HumanColorectumAD3.19e-65-1.08e+000.0155
93986FOXP2HTA11_2487_2000001011HumanColorectumSER2.30e-27-1.01e+00-0.1808
93986FOXP2HTA11_2951_2000001011HumanColorectumAD8.08e-11-1.26e+000.0216
93986FOXP2HTA11_1938_2000001011HumanColorectumAD5.14e-26-1.23e+00-0.0811
93986FOXP2HTA11_78_2000001011HumanColorectumAD3.12e-13-7.61e-01-0.1088
93986FOXP2HTA11_2112_2000001011HumanColorectumSER2.65e-06-1.01e+00-0.2196
93986FOXP2HTA11_3361_2000001011HumanColorectumAD2.40e-30-1.20e+00-0.1207
93986FOXP2HTA11_83_2000001011HumanColorectumSER5.75e-10-7.26e-01-0.1526
93986FOXP2HTA11_696_2000001011HumanColorectumAD7.66e-27-6.93e-01-0.1464
93986FOXP2HTA11_866_2000001011HumanColorectumAD2.16e-17-6.68e-01-0.1001
93986FOXP2HTA11_1391_2000001011HumanColorectumAD1.15e-28-9.29e-01-0.059
93986FOXP2HTA11_2992_2000001011HumanColorectumSER3.16e-03-7.15e-01-0.1706
93986FOXP2HTA11_5212_2000001011HumanColorectumAD1.91e-18-1.04e+00-0.2061
93986FOXP2HTA11_5216_2000001011HumanColorectumSER1.54e-10-9.21e-01-0.1462
93986FOXP2HTA11_9341_2000001011HumanColorectumSER7.00e-12-9.35e-01-0.00410000000000005
93986FOXP2HTA11_866_3004761011HumanColorectumAD1.03e-58-1.26e+000.096
93986FOXP2HTA11_4255_2000001011HumanColorectumSER1.50e-12-9.65e-010.0446
93986FOXP2HTA11_9408_2000001011HumanColorectumAD2.22e-14-1.10e+000.0451
93986FOXP2HTA11_8622_2000001021HumanColorectumSER1.21e-16-1.31e+000.0528
93986FOXP2HTA11_7663_2000001011HumanColorectumSER3.40e-05-4.46e-010.0131
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0048857ColorectumADneural nucleus development27/391864/187239.57e-051.45e-0327
GO:1901654ColorectumADresponse to ketone59/3918194/187231.14e-031.04e-0259
GO:00488571ColorectumSERneural nucleus development26/289764/187231.09e-065.11e-0526
GO:19016541ColorectumSERresponse to ketone44/2897194/187235.01e-033.88e-0244
GO:00488572ColorectumMSSneural nucleus development26/346764/187233.19e-056.30e-0426
GO:19016542ColorectumMSSresponse to ketone58/3467194/187237.70e-051.28e-0358
GO:00488573ColorectumMSI-Hneural nucleus development13/131964/187234.43e-049.50e-0313
GO:19016543ColorectumMSI-Hresponse to ketone26/1319194/187231.17e-031.92e-0226
GO:19016544ColorectumFAPresponse to ketone45/2622194/187233.67e-044.63e-0345
GO:00488574ColorectumFAPneural nucleus development19/262264/187238.94e-049.08e-0319
GO:0021987ColorectumFAPcerebral cortex development28/2622114/187231.80e-031.55e-0228
GO:0021543ColorectumFAPpallium development36/2622169/187236.06e-033.81e-0236
GO:0030900ColorectumFAPforebrain development70/2622379/187238.64e-034.98e-0270
GO:00309001ColorectumCRCforebrain development66/2078379/187231.36e-042.57e-0366
GO:00488575ColorectumCRCneural nucleus development17/207864/187234.59e-046.70e-0317
GO:00219871ColorectumCRCcerebral cortex development24/2078114/187231.45e-031.57e-0224
GO:00215431ColorectumCRCpallium development32/2078169/187231.74e-031.79e-0232
GO:0021537ColorectumCRCtelencephalon development43/2078248/187232.01e-032.01e-0243
GO:190165420EsophagusHGINresponse to ketone48/2587194/187233.17e-058.12e-0448
GO:00335748EsophagusHGINresponse to testosterone15/258742/187233.03e-045.13e-0315
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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
FOXP2INCAFBreastHealthyLTBP2,ALDH1A1,NFIB, etc.1.38e-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.
FOXP2INCAFEndometriumEECBNC2,OGN,COL21A1, etc.4.48e-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.
FOXP2MYOFIBEndometriumHealthyBNC2,OGN,COL21A1, etc.1.63e-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.
FOXP2ECMEsophagusADJLAMA2,LRP1,DST, etc.7.73e-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.
FOXP2ECMEsophagusHealthyLAMA2,LRP1,DST, etc.6.63e-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.
FOXP2STMOral cavityOSCCTHSD4,AHCYL2,GRIP1, etc.4.00e-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.
FOXP2CAFPancreasPDACABCA10,ABCA6,ABCA9, etc.6.68e-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.
FOXP2LUMProstateBPHLINC01297,ZBTB20,BMPR1B, etc.4.91e-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.
FOXP2INCAFStomachADJFBLN1,MIR99AHG,BNC2, etc.5.47e-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.
FOXP2INCAFStomachCAGFBLN1,MIR99AHG,BNC2, etc.4.93e-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
FOXP2SNVMissense_Mutationnovelc.2042G>Tp.Gly681Valp.G681VO15409protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXP2SNVMissense_Mutationrs760842249c.113N>Ap.Gly38Aspp.G38DO15409protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.997)TCGA-AO-A03V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
FOXP2SNVMissense_Mutationc.2122G>Ap.Glu708Lysp.E708KO15409protein_codingdeleterious(0.02)benign(0.217)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
FOXP2SNVMissense_Mutationc.86N>Ap.Ala29Aspp.A29DO15409protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.997)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
FOXP2SNVMissense_Mutationnovelc.1280T>Cp.Leu427Prop.L427PO15409protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
FOXP2insertionNonsense_Mutationnovelc.1839_1840insCCCTTTAGTTAATAATAAATTCTATTTTp.Thr614ProfsTer4p.T614Pfs*4O15409protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FOXP2insertionFrame_Shift_Insnovelc.2005_2006insGAAGAAGCAAGAAGGACACCCTGTGGCAAAATCTGGAp.Asp669GlyfsTer22p.D669Gfs*22O15409protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FOXP2insertionNonsense_Mutationnovelc.154_155insATTAGTGATATTCTTGATAGATTTTATTTCCAGCTTTCATATCTp.Leu52HisfsTer2p.L52Hfs*2O15409protein_codingTCGA-A8-A09B-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
FOXP2insertionNonsense_Mutationnovelc.1814_1815insGTTAATAATAAATTp.Tyr605Terp.Y605*O15409protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
FOXP2insertionNonsense_Mutationnovelc.1815_1816insTATTTTATCAGTTTGTGATTGp.Tyr605_Gln606insTyrPheIleSerLeuTerLeup.Y605_Q606insYFISL*LO15409protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
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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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