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:00458395ThyroidPTCnegative regulation of mitotic nuclear division24/596848/187236.73e-032.90e-0224
GO:00903424ThyroidPTCregulation of cell aging29/596861/187237.57e-033.23e-0229
GO:00517845ThyroidPTCnegative regulation of nuclear division27/596856/187237.77e-033.29e-0227
GO:00456697ThyroidPTCpositive regulation of osteoblast differentiation32/596869/187238.16e-033.44e-0232
GO:00330454ThyroidPTCregulation of sister chromatid segregation33/596872/187239.04e-033.75e-0233
GO:00447844ThyroidPTCmetaphase/anaphase transition of cell cycle30/596865/187231.11e-024.42e-0230
GO:190332034ThyroidATCregulation of protein modification by small protein conjugation or removal152/6293242/187239.76e-211.71e-18152
GO:014001416ThyroidATCmitotic nuclear division171/6293287/187231.13e-191.66e-17171
GO:003139634ThyroidATCregulation of protein ubiquitination132/6293210/187233.13e-183.98e-16132
GO:003304423ThyroidATCregulation of chromosome organization119/6293187/187233.55e-173.40e-15119
GO:004477219ThyroidATCmitotic cell cycle phase transition223/6293424/187233.46e-162.88e-14223
GO:000007013ThyroidATCmitotic sister chromatid segregation108/6293168/187233.53e-162.90e-14108
GO:000734622ThyroidATCregulation of mitotic cell cycle236/6293457/187237.58e-165.92e-14236
GO:000081913ThyroidATCsister chromatid segregation122/6293202/187234.71e-153.17e-13122
GO:001605023ThyroidATCvesicle organization166/6293300/187236.14e-153.92e-13166
GO:000705913ThyroidATCchromosome segregation183/6293346/187238.03e-144.23e-12183
GO:000705122ThyroidATCspindle organization109/6293184/187237.99e-133.46e-11109
GO:000150332ThyroidATCossification206/6293408/187239.23e-133.95e-11206
GO:005125829ThyroidATCprotein polymerization159/6293297/187239.33e-133.96e-11159
GO:001063926ThyroidATCnegative regulation of organelle organization179/6293348/187233.74e-121.50e-10179
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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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