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: FBXO33

Gene summary for FBXO33

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO33

Gene ID

254170

Gene nameF-box protein 33
Gene AliasBMND12
Cytomap14q21.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q7Z6M2


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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
254170FBXO33LZE4THumanEsophagusESCC1.35e-025.40e-020.0811
254170FBXO33LZE7THumanEsophagusESCC1.61e-041.41e-010.0667
254170FBXO33LZE8THumanEsophagusESCC6.96e-034.75e-020.067
254170FBXO33LZE24THumanEsophagusESCC2.38e-052.65e-010.0596
254170FBXO33P1T-EHumanEsophagusESCC1.92e-025.68e-020.0875
254170FBXO33P2T-EHumanEsophagusESCC6.05e-128.22e-020.1177
254170FBXO33P4T-EHumanEsophagusESCC1.31e-071.14e-010.1323
254170FBXO33P5T-EHumanEsophagusESCC1.07e-085.73e-020.1327
254170FBXO33P8T-EHumanEsophagusESCC4.03e-204.20e-010.0889
254170FBXO33P9T-EHumanEsophagusESCC9.35e-071.63e-010.1131
254170FBXO33P10T-EHumanEsophagusESCC9.22e-181.36e-010.116
254170FBXO33P12T-EHumanEsophagusESCC7.07e-531.35e+000.1122
254170FBXO33P15T-EHumanEsophagusESCC6.77e-193.86e-010.1149
254170FBXO33P16T-EHumanEsophagusESCC1.88e-073.33e-020.1153
254170FBXO33P20T-EHumanEsophagusESCC4.11e-101.59e-010.1124
254170FBXO33P21T-EHumanEsophagusESCC4.29e-032.77e-030.1617
254170FBXO33P22T-EHumanEsophagusESCC7.90e-041.53e-020.1236
254170FBXO33P23T-EHumanEsophagusESCC6.76e-056.26e-020.108
254170FBXO33P24T-EHumanEsophagusESCC3.93e-07-9.22e-030.1287
254170FBXO33P26T-EHumanEsophagusESCC8.02e-215.02e-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
∗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:1903320111EsophagusESCCregulation of protein modification by small protein conjugation or removal181/8552242/187231.80e-202.60e-18181
GO:0031396111EsophagusESCCregulation of protein ubiquitination154/8552210/187232.70e-162.04e-14154
GO:190332216EsophagusESCCpositive regulation of protein modification by small protein conjugation or removal99/8552138/187234.39e-101.16e-0899
GO:003139816EsophagusESCCpositive regulation of protein ubiquitination82/8552119/187232.41e-073.64e-0682
GO:00311461EsophagusESCCSCF-dependent proteasomal ubiquitin-dependent protein catabolic process33/855249/187231.80e-038.26e-0333
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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
FBXO33SNVMissense_Mutationc.916N>Ap.Val306Metp.V306MQ7Z6M2protein_codingtolerated(0.21)benign(0.031)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FBXO33SNVMissense_Mutationnovelc.1198N>Ap.Asp400Asnp.D400NQ7Z6M2protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
FBXO33SNVMissense_Mutationc.727G>Ap.Glu243Lysp.E243KQ7Z6M2protein_codingtolerated(0.48)possibly_damaging(0.76)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO33SNVMissense_Mutationc.1054G>Ap.Asp352Asnp.D352NQ7Z6M2protein_codingdeleterious(0.02)benign(0.006)TCGA-D8-A27R-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycin+cyclophosphamideSD
FBXO33SNVMissense_Mutationnovelc.871N>Gp.Pro291Alap.P291AQ7Z6M2protein_codingtolerated(0.05)benign(0.034)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
FBXO33insertionNonsense_Mutationnovelc.554_555insGATCp.Tyr185Terp.Y185*Q7Z6M2protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
FBXO33insertionIn_Frame_Insnovelc.552_553insCTATTAATTp.Thr184_Tyr185insLeuLeuIlep.T184_Y185insLLIQ7Z6M2protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
FBXO33SNVMissense_Mutationc.1450N>Ap.Asp484Asnp.D484NQ7Z6M2protein_codingtolerated(0.47)benign(0.001)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
FBXO33SNVMissense_Mutationc.818C>Gp.Ser273Cysp.S273CQ7Z6M2protein_codingdeleterious(0.02)possibly_damaging(0.498)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
FBXO33SNVMissense_Mutationc.1274N>Gp.Phe425Cysp.F425CQ7Z6M2protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AA-3510-01Colorectumcolon 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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