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:000609612LiverCirrhoticglycolytic process39/463481/187234.22e-067.06e-0539
GO:000675712LiverCirrhoticATP generation from ADP39/463482/187236.14e-069.82e-0539
GO:000610911LiverCirrhoticregulation of carbohydrate metabolic process70/4634178/187231.14e-051.62e-0470
GO:004426211LiverCirrhoticcellular carbohydrate metabolic process97/4634283/187231.89e-041.76e-0397
GO:00109061LiverCirrhoticregulation of glucose metabolic process47/4634119/187232.61e-042.33e-0347
GO:00106751LiverCirrhoticregulation of cellular carbohydrate metabolic process54/4634146/187236.53e-044.96e-0354
GO:000167812LiverCirrhoticcellular glucose homeostasis61/4634172/187231.06e-037.40e-0361
GO:004259312LiverCirrhoticglucose homeostasis86/4634258/187231.12e-037.73e-0386
GO:003350012LiverCirrhoticcarbohydrate homeostasis86/4634259/187231.28e-038.61e-0386
GO:000609122LiverHCCgeneration of precursor metabolites and energy340/7958490/187234.04e-342.85e-31340
GO:004603422LiverHCCATP metabolic process198/7958277/187238.30e-231.55e-20198
GO:001050621LiverHCCregulation of autophagy210/7958317/187237.59e-188.45e-16210
GO:000911722LiverHCCnucleotide metabolic process300/7958489/187231.61e-171.71e-15300
GO:000675322LiverHCCnucleoside phosphate metabolic process304/7958497/187231.78e-171.85e-15304
GO:001969322LiverHCCribose phosphate metabolic process248/7958396/187233.15e-162.70e-14248
GO:000925922LiverHCCribonucleotide metabolic process240/7958385/187232.07e-151.51e-13240
GO:000915022LiverHCCpurine ribonucleotide metabolic process226/7958368/187231.36e-137.69e-12226
GO:007252122LiverHCCpurine-containing compound metabolic process250/7958416/187232.26e-131.24e-11250
GO:000599621LiverHCCmonosaccharide metabolic process167/7958257/187232.31e-131.25e-11167
GO:001931821LiverHCChexose metabolic process155/7958237/187237.63e-133.90e-11155
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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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