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: FOXJ3

Gene summary for FOXJ3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXJ3

Gene ID

22887

Gene nameforkhead box J3
Gene AliasFOXJ3
Cytomap1p34.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9UPW0


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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
22887FOXJ3CCI_1HumanCervixCC2.55e-131.14e+000.528
22887FOXJ3CCI_2HumanCervixCC2.33e-111.16e+000.5249
22887FOXJ3CCI_3HumanCervixCC1.17e-141.02e+000.516
22887FOXJ3HTA11_3410_2000001011HumanColorectumAD9.43e-12-4.70e-010.0155
22887FOXJ3HTA11_866_3004761011HumanColorectumAD1.06e-05-4.13e-010.096
22887FOXJ3HTA11_7696_3000711011HumanColorectumAD1.89e-04-3.76e-010.0674
22887FOXJ3HTA11_99999973899_84307HumanColorectumMSS2.41e-02-4.74e-010.2585
22887FOXJ3HTA11_99999974143_84620HumanColorectumMSS2.14e-09-4.55e-010.3005
22887FOXJ3A015-C-203HumanColorectumFAP7.72e-29-3.63e-01-0.1294
22887FOXJ3A015-C-204HumanColorectumFAP9.32e-06-3.47e-01-0.0228
22887FOXJ3A014-C-040HumanColorectumFAP6.53e-04-3.43e-01-0.1184
22887FOXJ3A002-C-201HumanColorectumFAP1.44e-13-3.32e-010.0324
22887FOXJ3A002-C-203HumanColorectumFAP1.44e-07-2.06e-010.2786
22887FOXJ3A001-C-119HumanColorectumFAP4.71e-06-2.41e-01-0.1557
22887FOXJ3A001-C-108HumanColorectumFAP1.11e-16-1.19e-01-0.0272
22887FOXJ3A002-C-205HumanColorectumFAP3.13e-25-4.23e-01-0.1236
22887FOXJ3A001-C-104HumanColorectumFAP1.33e-04-4.97e-020.0184
22887FOXJ3A015-C-005HumanColorectumFAP3.66e-03-1.10e-01-0.0336
22887FOXJ3A015-C-006HumanColorectumFAP1.54e-15-4.33e-01-0.0994
22887FOXJ3A015-C-106HumanColorectumFAP3.91e-11-1.25e-01-0.0511
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00482851CervixCCorganelle fission78/2311488/187239.70e-034.79e-0278
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:0000280LiverHCCnuclear division220/7958439/187236.90e-044.25e-03220
GO:00482855ThyroidPTCorganelle fission188/5968488/187239.64e-045.77e-03188
GO:00002804ThyroidPTCnuclear division167/5968439/187233.27e-031.60e-02167
GO:004828512ThyroidATCorganelle fission229/6293488/187234.79e-101.29e-08229
GO:000028011ThyroidATCnuclear division207/6293439/187231.98e-094.80e-08207
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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
FOXJ3MYOEPIBreastDCISGRB7,FAXDC2,SARM1, etc.1.43e-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.
FOXJ3NKCervixN_HPVPINX1,CILK1,KDM5B, etc.6.95e-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.
FOXJ3BMEMEndometriumADJTRIM2,ERBB4,ZNF317, etc.1.30e-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.
FOXJ3MALTBEndometriumHealthyTRIM2,ERBB4,ZNF317, etc.3.37e-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.
FOXJ3CD8TEXPEndometriumHealthyTRIM2,ERBB4,ZNF317, etc.1.57e-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.
FOXJ3SMCEsophagusADJRIN1,GCNT1,CLDN14, 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.
FOXJ3MSCEsophagusADJRIN1,GCNT1,CLDN14, etc.1.01e-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.
FOXJ3TFHLiverCirrhoticOCIAD2,PUM2,N4BP2, etc.3.28e-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.
FOXJ3LUMProstateBPHTUT7,BICD1,IBTK, etc.4.77e-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
FOXJ3SNVMissense_Mutationnovelc.1806G>Cp.Gln602Hisp.Q602HQ9UPW0protein_codingdeleterious(0.05)benign(0.001)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FOXJ3SNVMissense_Mutationc.1545C>Ap.Phe515Leup.F515LQ9UPW0protein_codingdeleterious(0.04)possibly_damaging(0.899)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXJ3SNVMissense_Mutationc.1470G>Cp.Met490Ilep.M490IQ9UPW0protein_codingdeleterious(0.01)benign(0.031)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOXJ3SNVMissense_Mutationc.1325N>Gp.Pro442Argp.P442RQ9UPW0protein_codingtolerated_low_confidence(0.55)benign(0.07)TCGA-E9-A1RC-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
FOXJ3insertionNonsense_Mutationnovelc.1360_1361insGATCTCAAGAACTGGTCTTTAGACCAGGTTCAGTTTGp.Asn454ArgfsTer13p.N454Rfs*13Q9UPW0protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOXJ3SNVMissense_Mutationnovelc.463G>Ap.Asp155Asnp.D155NQ9UPW0protein_codingdeleterious(0)probably_damaging(0.992)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOXJ3SNVMissense_Mutationc.526C>Tp.Arg176Trpp.R176WQ9UPW0protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FOXJ3SNVMissense_Mutationnovelc.463G>Tp.Asp155Tyrp.D155YQ9UPW0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FOXJ3SNVMissense_Mutationrs779227723c.1186C>Tp.Arg396Cysp.R396CQ9UPW0protein_codingtolerated(0.11)possibly_damaging(0.446)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FOXJ3SNVMissense_Mutationc.1228C>Tp.Leu410Phep.L410FQ9UPW0protein_codingtolerated(0.71)benign(0.202)TCGA-AG-3901-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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