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: FBXO45

Gene summary for FBXO45

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO45

Gene ID

200933

Gene nameF-box protein 45
Gene AliasFbx45
Cytomap3q29
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P0C2W1


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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
200933FBXO45LZE4THumanEsophagusESCC2.79e-042.26e-010.0811
200933FBXO45LZE8THumanEsophagusESCC2.84e-028.10e-020.067
200933FBXO45LZE24THumanEsophagusESCC7.38e-056.47e-020.0596
200933FBXO45P1T-EHumanEsophagusESCC8.61e-031.02e-010.0875
200933FBXO45P2T-EHumanEsophagusESCC6.75e-192.40e-010.1177
200933FBXO45P4T-EHumanEsophagusESCC2.19e-133.29e-010.1323
200933FBXO45P5T-EHumanEsophagusESCC2.36e-083.61e-010.1327
200933FBXO45P8T-EHumanEsophagusESCC9.45e-179.83e-020.0889
200933FBXO45P9T-EHumanEsophagusESCC4.36e-071.06e-010.1131
200933FBXO45P10T-EHumanEsophagusESCC5.60e-111.67e-010.116
200933FBXO45P11T-EHumanEsophagusESCC4.68e-029.88e-020.1426
200933FBXO45P12T-EHumanEsophagusESCC2.84e-033.13e-020.1122
200933FBXO45P15T-EHumanEsophagusESCC1.11e-061.67e-010.1149
200933FBXO45P16T-EHumanEsophagusESCC1.08e-109.39e-020.1153
200933FBXO45P20T-EHumanEsophagusESCC9.58e-033.14e-020.1124
200933FBXO45P21T-EHumanEsophagusESCC4.74e-041.00e-010.1617
200933FBXO45P22T-EHumanEsophagusESCC1.99e-051.22e-010.1236
200933FBXO45P23T-EHumanEsophagusESCC6.39e-081.44e-010.108
200933FBXO45P24T-EHumanEsophagusESCC9.60e-085.94e-020.1287
200933FBXO45P26T-EHumanEsophagusESCC3.04e-182.25e-010.1276
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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
∗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:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:00215436EsophagusESCCpallium development94/8552169/187235.79e-032.14e-0294
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:001049820Oral cavityOSCCproteasomal protein catabolic process336/7305490/187235.45e-418.63e-38336
GO:004316120Oral cavityOSCCproteasome-mediated ubiquitin-dependent protein catabolic process285/7305412/187235.68e-365.99e-33285
GO:003432916Oral cavityOSCCcell junction assembly190/7305420/187234.99e-031.96e-02190
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
GO:00219876Oral cavityOSCCcerebral cortex development57/7305114/187231.09e-023.71e-0257
GO:00215435Oral cavityOSCCpallium development81/7305169/187231.11e-023.76e-0281
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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
FBXO45SNVMissense_Mutationnovelc.708G>Tp.Met236Ilep.M236IP0C2W1protein_codingtolerated(0.07)possibly_damaging(0.534)TCGA-BH-AB28-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
FBXO45SNVMissense_Mutationnovelc.638N>Ap.Gly213Aspp.G213DP0C2W1protein_codingtolerated(0.06)possibly_damaging(0.729)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO45SNVMissense_Mutationrs751454123c.686G>Tp.Arg229Ilep.R229IP0C2W1protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FBXO45SNVMissense_Mutationnovelc.692N>Ap.Arg231Glnp.R231QP0C2W1protein_codingtolerated(0.15)possibly_damaging(0.806)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FBXO45SNVMissense_Mutationc.717N>Tp.Lys239Asnp.K239NP0C2W1protein_codingtolerated(0.34)benign(0.012)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FBXO45SNVMissense_Mutationnovelc.692N>Ap.Arg231Glnp.R231QP0C2W1protein_codingtolerated(0.15)possibly_damaging(0.806)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO45SNVMissense_Mutationnovelc.503T>Cp.Val168Alap.V168AP0C2W1protein_codingtolerated(0.76)probably_damaging(0.91)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
FBXO45SNVMissense_Mutationnovelc.192N>Tp.Lys64Asnp.K64NP0C2W1protein_codingdeleterious(0.01)possibly_damaging(0.776)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FBXO45SNVMissense_Mutationc.401G>Ap.Arg134Glnp.R134QP0C2W1protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
FBXO45SNVMissense_Mutationnovelc.643T>Gp.Phe215Valp.F215VP0C2W1protein_codingdeleterious(0.03)possibly_damaging(0.524)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
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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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