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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: FOXJ1

Gene summary for FOXJ1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXJ1

Gene ID

2302

Gene nameforkhead box J1
Gene AliasCILD43
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R8P1


Top

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
2302FOXJ1LZE24THumanEsophagusESCC7.65e-056.51e-010.0596
2302FOXJ1P31T-EHumanEsophagusESCC4.30e-091.90e-010.1251
2302FOXJ1P37T-EHumanEsophagusESCC1.53e-039.97e-020.1371
2302FOXJ1P56T-EHumanEsophagusESCC1.75e-022.42e-010.1613
2302FOXJ1P61T-EHumanEsophagusESCC6.37e-051.64e-010.099
2302FOXJ1P74T-EHumanEsophagusESCC4.21e-297.72e-010.1479
2302FOXJ1P82T-EHumanEsophagusESCC6.28e-042.60e-010.1072
2302FOXJ1P91T-EHumanEsophagusESCC5.34e-065.11e-010.1828
2302FOXJ1P130T-EHumanEsophagusESCC3.66e-174.27e-010.1676
2302FOXJ1HCC1_MengHumanLiverHCC1.10e-123.99e-020.0246
2302FOXJ1S014HumanLiverHCC4.34e-216.15e-010.2254
2302FOXJ1S015HumanLiverHCC6.11e-238.83e-010.2375
2302FOXJ1S016HumanLiverHCC3.57e-206.39e-010.2243
2302FOXJ1S027HumanLiverHCC1.62e-096.89e-010.2446
2302FOXJ1S028HumanLiverHCC2.09e-207.27e-010.2503
2302FOXJ1S029HumanLiverHCC2.50e-186.96e-010.2581
Page: 1 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:003001018EsophagusESCCestablishment of cell polarity96/8552143/187231.69e-072.67e-0696
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:000206420EsophagusESCCepithelial cell development136/8552220/187239.50e-071.21e-05136
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
GO:00303239EsophagusESCCrespiratory tube development112/8552181/187237.82e-067.69e-05112
GO:00605417EsophagusESCCrespiratory system development123/8552203/187231.26e-051.15e-04123
GO:00303249EsophagusESCClung development109/8552177/187231.40e-051.27e-04109
GO:00611625EsophagusESCCestablishment of monopolar cell polarity20/855224/187231.69e-041.11e-0320
GO:1903706110EsophagusESCCregulation of hemopoiesis201/8552367/187232.60e-041.58e-03201
GO:00507775EsophagusESCCnegative regulation of immune response112/8552194/187234.67e-042.62e-03112
GO:00613394EsophagusESCCestablishment or maintenance of monopolar cell polarity20/855225/187234.81e-042.69e-0320
GO:00350893EsophagusESCCestablishment of apical/basal cell polarity18/855222/187235.69e-043.10e-0318
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:00604284EsophagusESCClung epithelium development27/855237/187237.00e-043.66e-0327
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:19031317EsophagusESCCmononuclear cell differentiation226/8552426/187231.20e-035.88e-03226
GO:190210510EsophagusESCCregulation of leukocyte differentiation152/8552279/187231.82e-038.35e-03152
GO:0002467EsophagusESCCgerminal center formation12/855214/187232.51e-031.08e-0212
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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
FOXJ1CILIAEndometriumADJZMYND10,TSPAN1,CCDC78, etc.3.67e-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.
FOXJ1CILIAEndometriumAEHZMYND10,TSPAN1,CCDC78, etc.3.40e-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.
FOXJ1CILIAEndometriumEECZMYND10,TSPAN1,CCDC78, etc.2.65e-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.
FOXJ1M1MACEndometriumEECSCGB2A1,PDLIM1,WFDC2, etc.8.26e-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.
Page: 1 

Top

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
FOXJ1insertionIn_Frame_Insnovelc.974_975insCCAAGATTGCGCCACTACp.Gly325_Ala326insGlnAspCysAlaThrThrp.G325_A326insQDCATTQ92949protein_codingTCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXJ1deletionFrame_Shift_Delc.167delNp.Gly56AlafsTer65p.G56Afs*65Q92949protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOXJ1SNVMissense_Mutationrs772479816c.686C>Tp.Ala229Valp.A229VQ92949protein_codingtolerated(0.32)benign(0.005)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
FOXJ1SNVMissense_Mutationrs770811479c.586N>Tp.Arg196Cysp.R196CQ92949protein_codingdeleterious(0)possibly_damaging(0.862)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
FOXJ1SNVMissense_Mutationc.610N>Tp.Arg204Trpp.R204WQ92949protein_codingdeleterious(0)probably_damaging(0.986)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FOXJ1SNVMissense_Mutationrs202087312c.1015G>Ap.Ala339Thrp.A339TQ92949protein_codingtolerated(0.21)benign(0)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FOXJ1SNVMissense_Mutationnovelc.512N>Gp.His171Argp.H171RQ92949protein_codingdeleterious(0)probably_damaging(1)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FOXJ1SNVMissense_Mutationc.543A>Cp.Lys181Asnp.K181NQ92949protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FOXJ1SNVMissense_Mutationnovelc.1205N>Ap.Ala402Aspp.A402DQ92949protein_codingtolerated(0.3)benign(0.001)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
FOXJ1deletionFrame_Shift_Delc.327delNp.Asp110ThrfsTer11p.D110Tfs*11Q92949protein_codingTCGA-EO-A22S-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 

Top

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
Page: 1