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: FN3KRP

Gene summary for FN3KRP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FN3KRP

Gene ID

79672

Gene namefructosamine 3 kinase related protein
Gene AliasFN3KL
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A140VK84


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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
79672FN3KRPLZE4THumanEsophagusESCC2.80e-103.04e-010.0811
79672FN3KRPLZE7THumanEsophagusESCC1.21e-042.65e-010.0667
79672FN3KRPLZE8THumanEsophagusESCC9.13e-038.74e-020.067
79672FN3KRPLZE20THumanEsophagusESCC3.80e-021.17e-010.0662
79672FN3KRPLZE22THumanEsophagusESCC1.59e-035.28e-010.068
79672FN3KRPLZE24THumanEsophagusESCC4.63e-224.54e-010.0596
79672FN3KRPLZE21THumanEsophagusESCC9.94e-033.06e-010.0655
79672FN3KRPLZE6THumanEsophagusESCC3.65e-041.64e-010.0845
79672FN3KRPP1T-EHumanEsophagusESCC5.35e-063.61e-010.0875
79672FN3KRPP2T-EHumanEsophagusESCC9.62e-436.86e-010.1177
79672FN3KRPP4T-EHumanEsophagusESCC1.11e-133.35e-010.1323
79672FN3KRPP5T-EHumanEsophagusESCC9.17e-194.82e-010.1327
79672FN3KRPP8T-EHumanEsophagusESCC2.77e-284.94e-010.0889
79672FN3KRPP9T-EHumanEsophagusESCC2.60e-102.00e-010.1131
79672FN3KRPP10T-EHumanEsophagusESCC1.47e-193.91e-010.116
79672FN3KRPP11T-EHumanEsophagusESCC3.06e-168.00e-010.1426
79672FN3KRPP12T-EHumanEsophagusESCC3.50e-346.57e-010.1122
79672FN3KRPP15T-EHumanEsophagusESCC3.07e-368.12e-010.1149
79672FN3KRPP16T-EHumanEsophagusESCC3.14e-213.61e-010.1153
79672FN3KRPP17T-EHumanEsophagusESCC9.15e-073.81e-010.1278
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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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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: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
FN3KRPSNVMissense_Mutationrs111958189c.614N>Ap.Arg205Hisp.R205HQ9HA64protein_codingtolerated(0.14)benign(0.005)TCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FN3KRPSNVMissense_Mutationc.176T>Cp.Leu59Serp.L59SQ9HA64protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
FN3KRPSNVMissense_Mutationc.389N>Ap.Arg130Lysp.R130KQ9HA64protein_codingtolerated(1)benign(0.001)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FN3KRPSNVMissense_Mutationnovelc.746N>Gp.Ala249Glyp.A249GQ9HA64protein_codingtolerated(0.06)benign(0.232)TCGA-EW-A1P1-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxoterePD
FN3KRPinsertionIn_Frame_Insnovelc.269_270insACACTGGAAAGCTCAAGCCCTCTTCTTCCAGTACAGp.His90delinsGlnHisTrpLysAlaGlnAlaLeuPhePheGlnTyrSerp.H90delinsQHWKAQALFFQYSQ9HA64protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FN3KRPdeletionFrame_Shift_Delnovelc.676delGp.Asp226IlefsTer6p.D226Ifs*6Q9HA64protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
FN3KRPSNVMissense_Mutationc.683N>Gp.Ser228Cysp.S228CQ9HA64protein_codingdeleterious(0.04)possibly_damaging(0.852)TCGA-C5-A7X3-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinSD
FN3KRPSNVMissense_Mutationnovelc.644N>Gp.His215Argp.H215RQ9HA64protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FN3KRPSNVMissense_Mutationnovelc.610T>Cp.Phe204Leup.F204LQ9HA64protein_codingtolerated(0.05)probably_damaging(0.951)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FN3KRPSNVMissense_Mutationrs756638100c.362N>Ap.Arg121Hisp.R121HQ9HA64protein_codingtolerated(0.54)possibly_damaging(0.532)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
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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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