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: FN3K

Gene summary for FN3K

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FN3K

Gene ID

64122

Gene namefructosamine 3 kinase
Gene AliasFN3K
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0006040

UniProtAcc

Q9H479


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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
64122FN3KLZE4THumanEsophagusESCC8.21e-092.61e-010.0811
64122FN3KLZE24THumanEsophagusESCC5.67e-204.72e-010.0596
64122FN3KLZE21THumanEsophagusESCC1.21e-032.93e-010.0655
64122FN3KP1T-EHumanEsophagusESCC2.91e-032.49e-010.0875
64122FN3KP2T-EHumanEsophagusESCC3.32e-183.33e-010.1177
64122FN3KP5T-EHumanEsophagusESCC6.15e-091.52e-010.1327
64122FN3KP8T-EHumanEsophagusESCC9.11e-355.80e-010.0889
64122FN3KP9T-EHumanEsophagusESCC7.82e-162.91e-010.1131
64122FN3KP10T-EHumanEsophagusESCC3.27e-142.49e-010.116
64122FN3KP11T-EHumanEsophagusESCC2.69e-176.56e-010.1426
64122FN3KP12T-EHumanEsophagusESCC3.63e-417.59e-010.1122
64122FN3KP15T-EHumanEsophagusESCC1.32e-173.57e-010.1149
64122FN3KP16T-EHumanEsophagusESCC2.39e-214.01e-010.1153
64122FN3KP17T-EHumanEsophagusESCC8.11e-043.72e-010.1278
64122FN3KP19T-EHumanEsophagusESCC1.04e-044.05e-010.1662
64122FN3KP20T-EHumanEsophagusESCC1.11e-071.36e-010.1124
64122FN3KP21T-EHumanEsophagusESCC2.42e-153.36e-010.1617
64122FN3KP22T-EHumanEsophagusESCC1.33e-234.85e-010.1236
64122FN3KP23T-EHumanEsophagusESCC7.68e-031.42e-010.108
64122FN3KP24T-EHumanEsophagusESCC1.19e-051.98e-010.1287
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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
∗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:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:0043687LiverHCCpost-translational protein modification24/795837/187235.03e-032.11e-0224
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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
∗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
FN3KSNVMissense_Mutationnovelc.513C>Ap.His171Glnp.H171QQ9H479protein_codingtolerated(1)benign(0.015)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FN3KSNVMissense_Mutationc.704C>Tp.Pro235Leup.P235LQ9H479protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B6-A2IU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
FN3KSNVMissense_Mutationrs368977042c.602N>Tp.Pro201Leup.P201LQ9H479protein_codingdeleterious(0)probably_damaging(0.956)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FN3KSNVMissense_Mutationnovelc.721N>Gp.His241Aspp.H241DQ9H479protein_codingdeleterious(0.05)probably_damaging(0.951)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
FN3KinsertionNonsense_Mutationnovelc.688_689insGATTAAAACTATAAp.Pro230ArgfsTer5p.P230Rfs*5Q9H479protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FN3KSNVMissense_Mutationnovelc.634G>Ap.Ala212Thrp.A212TQ9H479protein_codingdeleterious(0)probably_damaging(0.914)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
FN3KSNVMissense_Mutationnovelc.604G>Cp.Asp202Hisp.D202HQ9H479protein_codingtolerated(0.08)benign(0.035)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FN3KSNVMissense_Mutationnovelc.232N>Ap.Asp78Asnp.D78NQ9H479protein_codingtolerated(0.07)probably_damaging(0.912)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FN3KSNVMissense_Mutationnovelc.820N>Ap.Asp274Asnp.D274NQ9H479protein_codingtolerated(0.14)benign(0.023)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FN3KdeletionFrame_Shift_Delrs776430853c.757delNp.Phe255SerfsTer32p.F255Sfs*32Q9H479protein_codingTCGA-AD-5900-01Colorectumcolon 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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