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: FBXO5

Gene summary for FBXO5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO5

Gene ID

26271

Gene nameF-box protein 5
Gene AliasEMI1
Cytomap6q25.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9UKT4


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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
26271FBXO5PTC07HumanThyroidPTC4.82e-025.30e-020.2044
26271FBXO5ATC13HumanThyroidATC5.45e-111.91e-010.34
26271FBXO5ATC2HumanThyroidATC5.78e-048.24e-010.34
26271FBXO5ATC4HumanThyroidATC1.86e-032.43e-010.34
26271FBXO5ATC5HumanThyroidATC2.04e-123.20e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:1903320113ThyroidPTCregulation of protein modification by small protein conjugation or removal148/5968242/187234.49e-218.10e-19148
GO:0031396113ThyroidPTCregulation of protein ubiquitination128/5968210/187233.06e-183.27e-16128
GO:001605017ThyroidPTCvesicle organization163/5968300/187234.74e-163.69e-14163
GO:0051258113ThyroidPTCprotein polymerization154/5968297/187235.35e-132.66e-11154
GO:0051348113ThyroidPTCnegative regulation of transferase activity137/5968268/187233.78e-111.36e-09137
GO:000734619ThyroidPTCregulation of mitotic cell cycle212/5968457/187234.03e-111.44e-09212
GO:003304419ThyroidPTCregulation of chromosome organization102/5968187/187231.04e-103.58e-09102
GO:0031397113ThyroidPTCnegative regulation of protein ubiquitination55/596883/187231.26e-104.28e-0955
GO:004477218ThyroidPTCmitotic cell cycle phase transition196/5968424/187233.17e-101.02e-08196
GO:2001020112ThyroidPTCregulation of response to DNA damage stimulus113/5968219/187239.37e-102.77e-08113
GO:1903321113ThyroidPTCnegative regulation of protein modification by small protein conjugation or removal59/596895/187231.26e-093.63e-0859
GO:0010639112ThyroidPTCnegative regulation of organelle organization163/5968348/187233.04e-098.39e-08163
GO:01400148ThyroidPTCmitotic nuclear division135/5968287/187234.90e-081.04e-06135
GO:004578718ThyroidPTCpositive regulation of cell cycle144/5968313/187239.93e-081.99e-06144
GO:19019908ThyroidPTCregulation of mitotic cell cycle phase transition138/5968299/187231.44e-072.78e-06138
GO:0007568111ThyroidPTCaging153/5968339/187231.80e-073.34e-06153
GO:000705116ThyroidPTCspindle organization92/5968184/187232.21e-073.92e-0692
GO:0051444113ThyroidPTCnegative regulation of ubiquitin-protein transferase activity17/596819/187232.98e-075.09e-0617
GO:004593119ThyroidPTCpositive regulation of mitotic cell cycle65/5968121/187235.08e-078.26e-0665
GO:0001503110ThyroidPTCossification176/5968408/187239.26e-071.40e-05176
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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
FBXO5SNVMissense_Mutationc.1063A>Cp.Thr355Prop.T355PQ9UKT4protein_codingtolerated(0.14)benign(0.003)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
FBXO5deletionIn_Frame_Delc.1204_1218delGGATTTGATTATTGTp.Gly402_Cys406delp.G402_C406delQ9UKT4protein_codingTCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO5SNVMissense_Mutationnovelc.1220C>Tp.Thr407Metp.T407MQ9UKT4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FBXO5SNVMissense_Mutationc.1086N>Ap.Phe362Leup.F362LQ9UKT4protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FBXO5SNVMissense_Mutationc.668N>Gp.Ile223Serp.I223SQ9UKT4protein_codingdeleterious(0.01)benign(0.039)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FBXO5SNVMissense_Mutationrs199732439c.649N>Tp.Arg217Trpp.R217WQ9UKT4protein_codingtolerated(0.17)benign(0)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FBXO5SNVMissense_Mutationrs766507735c.659N>Gp.Leu220Argp.L220RQ9UKT4protein_codingdeleterious(0)possibly_damaging(0.853)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FBXO5SNVMissense_Mutationc.927T>Gp.Phe309Leup.F309LQ9UKT4protein_codingtolerated(0.43)benign(0)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FBXO5SNVMissense_Mutationc.329C>Gp.Thr110Serp.T110SQ9UKT4protein_codingtolerated(0.54)benign(0.007)TCGA-AY-A71X-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FBXO5SNVMissense_Mutationc.1073G>Ap.Arg358Glnp.R358QQ9UKT4protein_codingdeleterious(0)possibly_damaging(0.895)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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