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: FBXO17

Gene summary for FBXO17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO17

Gene ID

115290

Gene nameF-box protein 17
Gene AliasFBG4
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q96EF6


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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
115290FBXO17P1T-EHumanEsophagusESCC8.28e-067.04e-010.0875
115290FBXO17P2T-EHumanEsophagusESCC6.06e-559.17e-010.1177
115290FBXO17P4T-EHumanEsophagusESCC1.22e-235.24e-010.1323
115290FBXO17P5T-EHumanEsophagusESCC3.48e-183.86e-010.1327
115290FBXO17P8T-EHumanEsophagusESCC9.73e-447.84e-010.0889
115290FBXO17P9T-EHumanEsophagusESCC1.74e-132.39e-010.1131
115290FBXO17P10T-EHumanEsophagusESCC3.28e-244.66e-010.116
115290FBXO17P11T-EHumanEsophagusESCC2.25e-177.47e-010.1426
115290FBXO17P12T-EHumanEsophagusESCC4.83e-539.09e-010.1122
115290FBXO17P16T-EHumanEsophagusESCC3.76e-396.53e-010.1153
115290FBXO17P19T-EHumanEsophagusESCC2.30e-076.53e-010.1662
115290FBXO17P20T-EHumanEsophagusESCC2.53e-132.82e-010.1124
115290FBXO17P21T-EHumanEsophagusESCC1.55e-061.55e-010.1617
115290FBXO17P22T-EHumanEsophagusESCC2.67e-203.76e-010.1236
115290FBXO17P23T-EHumanEsophagusESCC5.97e-256.98e-010.108
115290FBXO17P24T-EHumanEsophagusESCC1.08e-112.52e-010.1287
115290FBXO17P26T-EHumanEsophagusESCC3.64e-284.99e-010.1276
115290FBXO17P27T-EHumanEsophagusESCC2.72e-071.93e-010.1055
115290FBXO17P28T-EHumanEsophagusESCC1.05e-102.03e-010.1149
115290FBXO17P32T-EHumanEsophagusESCC1.48e-039.88e-020.1666
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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
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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:0034976111EsophagusESCCresponse to endoplasmic reticulum stress192/8552256/187237.15e-221.30e-19192
GO:003650315EsophagusESCCERAD pathway82/8552107/187235.80e-111.84e-0982
GO:003043314EsophagusESCCubiquitin-dependent ERAD pathway66/855285/187231.64e-093.78e-0866
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:19011362EsophagusESCCcarbohydrate derivative catabolic process99/8552172/187231.11e-035.54e-0399
GO:00311461EsophagusESCCSCF-dependent proteasomal ubiquitin-dependent protein catabolic process33/855249/187231.80e-038.26e-0333
GO:0006516EsophagusESCCglycoprotein catabolic process19/855228/187231.49e-024.84e-0219
GO:00431617LiverNAFLDproteasome-mediated ubiquitin-dependent protein catabolic process91/1882412/187233.00e-131.75e-1091
GO:00104987LiverNAFLDproteasomal protein catabolic process101/1882490/187231.35e-126.09e-10101
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:003497612LiverHCCresponse to endoplasmic reticulum stress189/7958256/187231.43e-244.06e-22189
GO:003650311LiverHCCERAD pathway88/7958107/187232.87e-172.85e-1588
GO:00304331LiverHCCubiquitin-dependent ERAD pathway72/795885/187239.78e-167.47e-1472
GO:1901136LiverHCCcarbohydrate derivative catabolic process98/7958172/187238.71e-057.62e-0498
GO:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
GO:0031146LiverHCCSCF-dependent proteasomal ubiquitin-dependent protein catabolic process30/795849/187236.31e-032.57e-0230
GO:001049820Oral cavityOSCCproteasomal protein catabolic process336/7305490/187235.45e-418.63e-38336
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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
FBXO17SNVMissense_Mutationnovelc.538N>Ap.Glu180Lysp.E180KQ96EF6protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
FBXO17SNVMissense_Mutationnovelc.644C>Tp.Ser215Leup.S215LQ96EF6protein_codingdeleterious(0.01)possibly_damaging(0.766)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
FBXO17SNVMissense_Mutationc.642N>Ap.Phe214Leup.F214LQ96EF6protein_codingdeleterious(0.03)probably_damaging(0.928)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FBXO17SNVMissense_Mutationc.470C>Tp.Ser157Phep.S157FQ96EF6protein_codingtolerated(0.73)benign(0)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
FBXO17SNVMissense_Mutationrs760219167c.703N>Ap.Val235Ilep.V235IQ96EF6protein_codingtolerated(0.07)benign(0.085)TCGA-AX-A2H5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinCR
FBXO17SNVMissense_Mutationc.407N>Gp.Asn136Serp.N136SQ96EF6protein_codingtolerated(0.07)probably_damaging(0.983)TCGA-BS-A0TC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO17SNVMissense_Mutationnovelc.448N>Cp.Val150Leup.V150LQ96EF6protein_codingtolerated(0.26)benign(0.239)TCGA-FI-A2CY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinumCR
FBXO17SNVMissense_Mutationnovelc.505N>Cp.Val169Leup.V169LQ96EF6protein_codingtolerated(1)benign(0.001)TCGA-ZP-A9D4-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownSD
FBXO17SNVMissense_Mutationc.758G>Cp.Arg253Thrp.R253TQ96EF6protein_codingtolerated(0.12)possibly_damaging(0.863)TCGA-75-6214-01Lunglung adenocarcinomaFemaleUnknownIII/IVUnknownUnknownPD
FBXO17SNVMissense_Mutationc.106N>Ap.Arg36Serp.R36SQ96EF6protein_codingtolerated(0.12)benign(0.15)TCGA-86-8358-01Lunglung 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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