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: FOXP4

Gene summary for FOXP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXP4

Gene ID

116113

Gene nameforkhead box P4
Gene AliashFKHLA
Cytomap6p21.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8IVH2


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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
116113FOXP4LZE2THumanEsophagusESCC8.58e-054.89e-010.082
116113FOXP4LZE24THumanEsophagusESCC6.20e-044.05e-020.0596
116113FOXP4P2T-EHumanEsophagusESCC8.15e-182.94e-010.1177
116113FOXP4P4T-EHumanEsophagusESCC6.19e-171.81e-010.1323
116113FOXP4P8T-EHumanEsophagusESCC3.38e-132.63e-010.0889
116113FOXP4P9T-EHumanEsophagusESCC8.51e-065.55e-020.1131
116113FOXP4P10T-EHumanEsophagusESCC1.62e-034.59e-030.116
116113FOXP4P11T-EHumanEsophagusESCC3.14e-037.37e-020.1426
116113FOXP4P12T-EHumanEsophagusESCC2.49e-081.49e-020.1122
116113FOXP4P16T-EHumanEsophagusESCC3.43e-091.03e-010.1153
116113FOXP4P17T-EHumanEsophagusESCC2.23e-031.49e-010.1278
116113FOXP4P21T-EHumanEsophagusESCC8.94e-086.31e-020.1617
116113FOXP4P22T-EHumanEsophagusESCC3.02e-137.15e-020.1236
116113FOXP4P23T-EHumanEsophagusESCC5.95e-101.62e-010.108
116113FOXP4P24T-EHumanEsophagusESCC1.07e-022.25e-020.1287
116113FOXP4P26T-EHumanEsophagusESCC1.86e-02-4.23e-030.1276
116113FOXP4P27T-EHumanEsophagusESCC1.99e-097.62e-020.1055
116113FOXP4P28T-EHumanEsophagusESCC1.46e-067.45e-020.1149
116113FOXP4P30T-EHumanEsophagusESCC5.97e-058.81e-020.137
116113FOXP4P31T-EHumanEsophagusESCC6.00e-077.98e-020.1251
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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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
FOXP4MSCBreastDCISTBL2,HK1,MAD2L2, etc.1.82e-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.
FOXP4MYOFIBCervixADJMYLK,PSD,KCNH2, etc.3.99e-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.
FOXP4IMGOBColorectumHealthyPTCD2,ZNF35,ZDHHC18, etc.2.08e-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.
FOXP4ILCColorectumADASS1,CAPN5,SFN, etc.3.12e-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.
FOXP4CD8TCMColorectumADJASS1,CAPN5,SFN, etc.1.45e-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.
FOXP4TH1ColorectumADJASS1,CAPN5,SFN, etc.0.00e+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.
FOXP4ILCColorectumADJASS1,CAPN5,SFN, etc.4.63e-03The 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.
FOXP4MONColorectumADJASS1,CAPN5,SFN, etc.6.50e-03The 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.
FOXP4TH17ColorectumCRCASS1,CAPN5,SFN, etc.6.69e-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.
FOXP4BMEMColorectumCRCASS1,CAPN5,SFN, etc.6.12e-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.
∗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
FOXP4SNVMissense_Mutationc.594G>Cp.Gln198Hisp.Q198HQ8IVH2protein_codingdeleterious(0.01)probably_damaging(0.979)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FOXP4SNVMissense_Mutationrs779277938c.1264C>Gp.Leu422Valp.L422VQ8IVH2protein_codingtolerated(0.31)benign(0.074)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
FOXP4SNVMissense_Mutationnovelc.637N>Ap.Pro213Thrp.P213TQ8IVH2protein_codingdeleterious(0.03)benign(0.222)TCGA-AC-A62X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXP4SNVMissense_Mutationnovelc.1235N>Ap.Pro412Glnp.P412QQ8IVH2protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOXP4insertionFrame_Shift_Insnovelc.1236_1237insAGACACATp.Thr413ArgfsTer79p.T413Rfs*79Q8IVH2protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOXP4SNVMissense_Mutationc.1411N>Gp.Thr471Alap.T471AQ8IVH2protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FOXP4SNVMissense_Mutationrs767113603c.1246N>Ap.Ala416Thrp.A416TQ8IVH2protein_codingtolerated(1)benign(0.003)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FOXP4SNVMissense_Mutationrs773406772c.1580N>Ap.Arg527Hisp.R527HQ8IVH2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FOXP4SNVMissense_Mutationc.107N>Tp.Gly36Valp.G36VQ8IVH2protein_codingtolerated_low_confidence(0.18)benign(0.093)TCGA-AH-6549-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
FOXP4SNVMissense_Mutationc.1027N>Tp.Arg343Trpp.R343WQ8IVH2protein_codingdeleterious(0)benign(0.261)TCGA-EF-5830-01Colorectumrectum 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
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