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: FBXL17

Gene summary for FBXL17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXL17

Gene ID

64839

Gene nameF-box and leucine rich repeat protein 17
Gene AliasFBXO13
Cytomap5q21.3
Gene Typeprotein-coding
GO ID

GO:0000086

UniProtAcc

Q9UF56


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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
64839FBXL17CCI_2HumanCervixCC1.34e-131.12e+000.5249
64839FBXL17CCI_3HumanCervixCC1.06e-161.03e+000.516
64839FBXL17HTA11_3410_2000001011HumanColorectumAD7.31e-39-8.45e-010.0155
64839FBXL17HTA11_2487_2000001011HumanColorectumSER2.81e-03-5.13e-01-0.1808
64839FBXL17HTA11_2951_2000001011HumanColorectumAD1.18e-07-1.07e+000.0216
64839FBXL17HTA11_3361_2000001011HumanColorectumAD3.22e-16-8.42e-01-0.1207
64839FBXL17HTA11_696_2000001011HumanColorectumAD2.82e-13-4.16e-01-0.1464
64839FBXL17HTA11_866_2000001011HumanColorectumAD9.10e-07-3.11e-01-0.1001
64839FBXL17HTA11_1391_2000001011HumanColorectumAD1.82e-06-5.06e-01-0.059
64839FBXL17HTA11_5212_2000001011HumanColorectumAD4.82e-08-7.64e-01-0.2061
64839FBXL17HTA11_866_3004761011HumanColorectumAD2.96e-16-7.51e-010.096
64839FBXL17HTA11_4255_2000001011HumanColorectumSER1.04e-04-5.86e-010.0446
64839FBXL17HTA11_9408_2000001011HumanColorectumAD3.19e-02-8.56e-010.0451
64839FBXL17HTA11_8622_2000001021HumanColorectumSER1.43e-10-8.39e-010.0528
64839FBXL17HTA11_10711_2000001011HumanColorectumAD6.32e-09-5.81e-010.0338
64839FBXL17HTA11_7696_3000711011HumanColorectumAD7.56e-26-6.51e-010.0674
64839FBXL17HTA11_6818_2000001011HumanColorectumAD1.84e-05-5.58e-010.0112
64839FBXL17HTA11_11156_2000001011HumanColorectumAD1.08e-02-9.48e-010.0397
64839FBXL17HTA11_6818_2000001021HumanColorectumAD3.10e-04-4.21e-010.0588
64839FBXL17HTA11_99999970781_79442HumanColorectumMSS4.51e-20-5.25e-010.294
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:004316110CervixCCproteasome-mediated ubiquitin-dependent protein catabolic process91/2311412/187231.65e-081.25e-0691
GO:00002097CervixCCprotein polyubiquitination58/2311236/187231.57e-077.41e-0658
GO:00447725CervixCCmitotic cell cycle phase transition89/2311424/187232.70e-071.12e-0589
GO:00485118CervixCCrhythmic process65/2311298/187232.79e-068.04e-0565
GO:00093149CervixCCresponse to radiation86/2311456/187233.50e-055.63e-0486
GO:00488634CervixCCstem cell differentiation46/2311206/187234.11e-056.36e-0446
GO:00076238CervixCCcircadian rhythm46/2311210/187236.76e-059.60e-0446
GO:00448392CervixCCcell cycle G2/M phase transition31/2311148/187232.07e-031.51e-0231
GO:00000862CervixCCG2/M transition of mitotic cell cycle29/2311137/187232.40e-031.70e-0229
GO:00487624CervixCCmesenchymal cell differentiation42/2311236/187239.12e-034.60e-0242
GO:00094163CervixCCresponse to light stimulus54/2311320/187231.03e-024.97e-0254
GO:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
GO:0007623ColorectumADcircadian rhythm72/3918210/187234.50e-061.21e-0472
GO:0000209ColorectumADprotein polyubiquitination78/3918236/187238.71e-062.06e-0478
GO:0048511ColorectumADrhythmic process94/3918298/187231.00e-052.34e-0494
GO:0006515ColorectumADprotein quality control for misfolded or incompletely synthesized proteins14/391828/187236.01e-046.33e-0314
GO:0042752ColorectumADregulation of circadian rhythm40/3918121/187231.24e-031.09e-0240
GO:00104981ColorectumSERproteasomal protein catabolic process132/2897490/187233.08e-115.55e-09132
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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
FBXL17SNVMissense_Mutationc.1613N>Tp.Lys538Metp.K538MQ9UF56protein_codingdeleterious(0.01)benign(0.259)TCGA-C8-A12L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXL17SNVMissense_Mutationc.1879T>Cp.Cys627Argp.C627RQ9UF56protein_codingdeleterious(0)probably_damaging(0.996)TCGA-E9-A1R2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereCR
FBXL17insertionNonsense_Mutationnovelc.1845_1846insCTGTAGAACCAGCCAGGGATGTGAGCATGAGTTTAGGAAATGGTGTp.Ser616LeufsTer2p.S616Lfs*2Q9UF56protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
FBXL17SNVMissense_Mutationc.1643G>Ap.Arg548Hisp.R548HQ9UF56protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FBXL17SNVMissense_Mutationc.1616T>Cp.Leu539Prop.L539PQ9UF56protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FBXL17SNVMissense_Mutationnovelc.1479A>Cp.Gln493Hisp.Q493HQ9UF56protein_codingdeleterious(0.04)probably_damaging(0.993)TCGA-AA-3862-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FBXL17SNVMissense_Mutationrs201479758c.1972N>Ap.Glu658Lysp.E658KQ9UF56protein_codingtolerated(0.14)benign(0.373)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FBXL17SNVMissense_Mutationnovelc.1033N>Ap.Ala345Thrp.A345TQ9UF56protein_codingdeleterious(0)probably_damaging(0.921)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FBXL17SNVMissense_Mutationnovelc.1402N>Tp.Asp468Tyrp.D468YQ9UF56protein_codingtolerated(0.21)benign(0.106)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FBXL17SNVMissense_Mutationnovelc.1716N>Gp.Asn572Lysp.N572KQ9UF56protein_codingdeleterious(0.01)possibly_damaging(0.815)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
64839FBXL17TUMOR SUPPRESSORhydrochlorothiazideHYDROCHLOROTHIAZIDE
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