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: FBXO2

Gene summary for FBXO2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO2

Gene ID

26232

Gene nameF-box protein 2
Gene AliasFBG1
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9UK22


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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
26232FBXO2LZE22THumanEsophagusESCC1.83e-064.05e-010.068
26232FBXO2LZE24THumanEsophagusESCC6.41e-032.13e-010.0596
26232FBXO2P2T-EHumanEsophagusESCC1.83e-113.72e-010.1177
26232FBXO2P4T-EHumanEsophagusESCC7.20e-039.14e-020.1323
26232FBXO2P8T-EHumanEsophagusESCC1.54e-174.90e-010.0889
26232FBXO2P15T-EHumanEsophagusESCC2.99e-051.01e-010.1149
26232FBXO2P16T-EHumanEsophagusESCC1.30e-082.00e-010.1153
26232FBXO2P17T-EHumanEsophagusESCC6.13e-053.71e-010.1278
26232FBXO2P20T-EHumanEsophagusESCC3.84e-082.00e-010.1124
26232FBXO2P21T-EHumanEsophagusESCC1.43e-551.32e+000.1617
26232FBXO2P22T-EHumanEsophagusESCC6.20e-254.92e-010.1236
26232FBXO2P24T-EHumanEsophagusESCC2.17e-297.99e-010.1287
26232FBXO2P31T-EHumanEsophagusESCC6.93e-316.91e-010.1251
26232FBXO2P36T-EHumanEsophagusESCC3.14e-411.40e+000.1187
26232FBXO2P37T-EHumanEsophagusESCC4.36e-103.48e-010.1371
26232FBXO2P38T-EHumanEsophagusESCC4.52e-083.38e-010.127
26232FBXO2P40T-EHumanEsophagusESCC1.57e-177.19e-010.109
26232FBXO2P52T-EHumanEsophagusESCC5.75e-072.37e-010.1555
26232FBXO2P54T-EHumanEsophagusESCC1.98e-021.51e-010.0975
26232FBXO2P56T-EHumanEsophagusESCC4.39e-132.11e+000.1613
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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
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
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
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:200006027SkincSCCpositive regulation of ubiquitin-dependent protein catabolic process58/4864107/187234.70e-101.90e-0858
GO:000020924SkincSCCprotein polyubiquitination103/4864236/187232.57e-099.09e-08103
GO:00304336SkincSCCubiquitin-dependent ERAD pathway43/486485/187231.02e-061.82e-0543
GO:00365037SkincSCCERAD pathway51/4864107/187231.11e-061.95e-0551
GO:0010498113ThyroidPTCproteasomal protein catabolic process297/5968490/187234.58e-409.63e-37297
GO:0043161113ThyroidPTCproteasome-mediated ubiquitin-dependent protein catabolic process254/5968412/187233.91e-364.54e-33254
GO:0009896113ThyroidPTCpositive regulation of catabolic process278/5968492/187233.35e-302.64e-27278
GO:0031331113ThyroidPTCpositive regulation of cellular catabolic process249/5968427/187235.28e-303.58e-27249
GO:0042176113ThyroidPTCregulation of protein catabolic process231/5968391/187234.76e-292.14e-26231
GO:1903362113ThyroidPTCregulation of cellular protein catabolic process162/5968255/187231.62e-255.12e-23162
GO:0034976113ThyroidPTCresponse to endoplasmic reticulum stress161/5968256/187231.14e-243.27e-22161
GO:1903050113ThyroidPTCregulation of proteolysis involved in cellular protein catabolic process140/5968221/187234.63e-221.01e-19140
GO:1903320113ThyroidPTCregulation of protein modification by small protein conjugation or removal148/5968242/187234.49e-218.10e-19148
GO:0045732113ThyroidPTCpositive regulation of protein catabolic process142/5968231/187231.43e-202.38e-18142
GO:2000058113ThyroidPTCregulation of ubiquitin-dependent protein catabolic process110/5968164/187231.83e-202.97e-18110
GO:0061136113ThyroidPTCregulation of proteasomal protein catabolic process121/5968187/187232.25e-203.37e-18121
GO:0032434113ThyroidPTCregulation of proteasomal ubiquitin-dependent protein catabolic process94/5968134/187239.17e-201.23e-1794
GO:1903364113ThyroidPTCpositive regulation of cellular protein catabolic process104/5968155/187231.93e-192.39e-17104
GO:0031396113ThyroidPTCregulation of protein ubiquitination128/5968210/187233.06e-183.27e-16128
GO:0045862113ThyroidPTCpositive regulation of proteolysis198/5968372/187236.68e-186.91e-16198
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04141211EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa0412027EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa04141310EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa0412036EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0414130Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa0412020Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa04141113Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa04120110Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa04141210Oral cavityLPProtein processing in endoplasmic reticulum113/2418174/84658.74e-245.82e-223.76e-22113
hsa0412025Oral cavityLPUbiquitin mediated proteolysis66/2418142/84653.74e-063.46e-052.23e-0566
hsa0414138Oral cavityLPProtein processing in endoplasmic reticulum113/2418174/84658.74e-245.82e-223.76e-22113
hsa0412035Oral cavityLPUbiquitin mediated proteolysis66/2418142/84653.74e-063.46e-052.23e-0566
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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
FBXO2insertionNonsense_Mutationnovelc.263_264insACCAp.Trp88Terp.W88*Q9UK22protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
FBXO2SNVMissense_Mutationc.319N>Gp.Arg107Glyp.R107GQ9UK22protein_codingtolerated(0.36)benign(0.182)TCGA-A6-2671-01Colorectumcolon adenocarcinomaMale>=65III/IVOther, specify in notesProtocol AMG 20060464studyPD
FBXO2SNVMissense_Mutationc.577C>Gp.Leu193Valp.L193VQ9UK22protein_codingdeleterious(0.02)benign(0.119)TCGA-D5-6529-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyoxaliplatinum+SD
FBXO2insertionFrame_Shift_Insnovelc.534dupAp.Ala179SerfsTer5p.A179Sfs*5Q9UK22protein_codingTCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBXO2SNVMissense_Mutationnovelc.542N>Gp.Val181Glyp.V181GQ9UK22protein_codingdeleterious(0)probably_damaging(0.909)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FBXO2SNVMissense_Mutationnovelc.400G>Ap.Glu134Lysp.E134KQ9UK22protein_codingtolerated(0.33)benign(0.127)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
FBXO2SNVMissense_Mutationc.686N>Cp.Asn229Thrp.N229TQ9UK22protein_codingtolerated(0.56)benign(0.103)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO2SNVMissense_Mutationrs369589187c.529N>Tp.Arg177Cysp.R177CQ9UK22protein_codingtolerated(0.15)probably_damaging(0.979)TCGA-E6-A1M0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
FBXO2SNVMissense_Mutationnovelc.734N>Ap.Ser245Asnp.S245NQ9UK22protein_codingtolerated(0.84)benign(0)TCGA-EY-A549-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO2insertionIn_Frame_Insrs746515382c.808_809insTCCGCTTCGp.Val267_Phe269dupp.V267_F269dupQ9UK22protein_codingTCGA-AP-A05O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
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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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