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: FOXK2

Gene summary for FOXK2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXK2

Gene ID

3607

Gene nameforkhead box K2
Gene AliasILF
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q01167


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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
3607FOXK2CCI_1HumanCervixCC2.74e-077.44e-010.528
3607FOXK2CCI_2HumanCervixCC5.96e-141.13e+000.5249
3607FOXK2CCI_3HumanCervixCC6.95e-148.66e-010.516
3607FOXK2HTA11_3410_2000001011HumanColorectumAD1.56e-05-3.67e-010.0155
3607FOXK2F007HumanColorectumFAP5.81e-05-3.73e-010.1176
3607FOXK2A002-C-010HumanColorectumFAP4.50e-04-2.50e-010.242
3607FOXK2A001-C-207HumanColorectumFAP1.30e-05-3.17e-010.1278
3607FOXK2A015-C-203HumanColorectumFAP3.64e-30-3.89e-01-0.1294
3607FOXK2A015-C-204HumanColorectumFAP6.57e-09-3.86e-01-0.0228
3607FOXK2A014-C-040HumanColorectumFAP3.08e-06-5.23e-01-0.1184
3607FOXK2A002-C-201HumanColorectumFAP7.00e-18-2.77e-010.0324
3607FOXK2A002-C-203HumanColorectumFAP9.70e-09-2.88e-010.2786
3607FOXK2A001-C-119HumanColorectumFAP1.71e-04-2.16e-01-0.1557
3607FOXK2A001-C-108HumanColorectumFAP4.56e-18-2.23e-01-0.0272
3607FOXK2A002-C-205HumanColorectumFAP4.06e-24-4.04e-01-0.1236
3607FOXK2A001-C-104HumanColorectumFAP2.20e-07-1.78e-010.0184
3607FOXK2A015-C-005HumanColorectumFAP1.94e-06-3.05e-01-0.0336
3607FOXK2A015-C-006HumanColorectumFAP3.08e-17-3.49e-01-0.0994
3607FOXK2A015-C-106HumanColorectumFAP2.59e-12-2.40e-01-0.0511
3607FOXK2A002-C-114HumanColorectumFAP2.67e-20-3.59e-01-0.1561
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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
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:004603410CervixCCATP metabolic process90/2311277/187237.90e-192.36e-1590
GO:00060919CervixCCgeneration of precursor metabolites and energy105/2311490/187237.40e-096.61e-07105
GO:003133010CervixCCnegative regulation of cellular catabolic process63/2311262/187231.10e-075.68e-0663
GO:000989510CervixCCnegative regulation of catabolic process69/2311320/187232.15e-066.55e-0569
GO:003166710CervixCCresponse to nutrient levels92/2311474/187235.80e-061.42e-0492
GO:00425948CervixCCresponse to starvation46/2311197/187231.24e-052.59e-0446
GO:00105067CervixCCregulation of autophagy61/2311317/187232.61e-042.87e-0361
GO:00196939CervixCCribose phosphate metabolic process72/2311396/187234.49e-044.48e-0372
GO:00092599CervixCCribonucleotide metabolic process70/2311385/187235.35e-045.18e-0370
GO:00425939CervixCCglucose homeostasis50/2311258/187237.57e-046.76e-0350
GO:00335009CervixCCcarbohydrate homeostasis50/2311259/187238.28e-047.22e-0350
GO:00016788CervixCCcellular glucose homeostasis36/2311172/187239.65e-048.09e-0336
GO:000915010CervixCCpurine ribonucleotide metabolic process66/2311368/187231.09e-039.07e-0366
GO:000616310CervixCCpurine nucleotide metabolic process67/2311396/187234.41e-032.69e-0267
GO:007252110CervixCCpurine-containing compound metabolic process69/2311416/187236.27e-033.54e-0269
GO:00067346CervixCCNADH metabolic process9/231129/187236.49e-033.61e-029
GO:000913510CervixCCpurine nucleoside diphosphate metabolic process22/2311103/187236.75e-033.71e-0222
GO:000917910CervixCCpurine ribonucleoside diphosphate metabolic process22/2311103/187236.75e-033.71e-0222
GO:000911710CervixCCnucleotide metabolic process79/2311489/187237.16e-033.85e-0279
GO:00060969CervixCCglycolytic process18/231181/187238.92e-034.54e-0218
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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
FOXK2LYMENDBreastDCISTCEAL5,MAT2A,CHSY1, etc.4.17e-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.
FOXK2SMCBreastHealthyTCEAL5,MAT2A,CHSY1, etc.1.37e-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.
FOXK2SMCBreastPrecancerTCEAL5,MAT2A,CHSY1, etc.1.16e-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.
FOXK2MSC.ADIPOCervixCCWDR45B,NEAT1,TAF9, etc.2.47e-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.
FOXK2MONColorectumHealthyFBXO34,EXT1,BNIP3L, etc.1.13e-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.
FOXK2NKEndometriumADJTSHZ3,KSR1,AC022146.2, etc.4.35e-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.
FOXK2NKEndometriumAEHTSHZ3,KSR1,AC022146.2, etc.1.06e-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.
FOXK2TFHEndometriumEECTSHZ3,KSR1,AC022146.2, etc.6.50e-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.
FOXK2NKEndometriumEECTSHZ3,KSR1,AC022146.2, etc.6.81e-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.
FOXK2BMEMEndometriumHealthyTSHZ3,KSR1,AC022146.2, etc.1.49e-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
FOXK2SNVMissense_Mutationc.617N>Tp.Ala206Valp.A206VQ01167protein_codingtolerated(0.43)benign(0.021)TCGA-AR-A24N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOXK2deletionFrame_Shift_Delnovelc.1194delGp.Pro399ArgfsTer38p.P399Rfs*38Q01167protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
FOXK2SNVMissense_Mutationrs773115793c.1321N>Tp.Arg441Trpp.R441WQ01167protein_codingtolerated(0.05)probably_damaging(0.952)TCGA-JW-A852-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FOXK2SNVMissense_Mutationc.1037N>Ap.Ala346Aspp.A346DQ01167protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
FOXK2SNVMissense_Mutationc.940C>Tp.Arg314Cysp.R314CQ01167protein_codingdeleterious(0.04)possibly_damaging(0.702)TCGA-AA-3860-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfolinicCR
FOXK2SNVMissense_Mutationnovelc.584G>Ap.Ser195Asnp.S195NQ01167protein_codingdeleterious(0.01)benign(0.298)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FOXK2SNVMissense_Mutationc.1091C>Tp.Pro364Leup.P364LQ01167protein_codingtolerated(0.06)possibly_damaging(0.846)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FOXK2SNVMissense_Mutationnovelc.1225N>Ap.Ala409Thrp.A409TQ01167protein_codingtolerated(0.28)benign(0.028)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FOXK2SNVMissense_Mutationrs766532897c.1790N>Tp.Ala597Valp.A597VQ01167protein_codingtolerated(1)benign(0.009)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FOXK2SNVMissense_Mutationrs139388643c.961C>Tp.Arg321Cysp.R321CQ01167protein_codingdeleterious(0.04)possibly_damaging(0.839)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
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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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