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: FBXL2

Gene summary for FBXL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXL2

Gene ID

25827

Gene nameF-box and leucine rich repeat protein 2
Gene AliasFBL2
Cytomap3p22.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9UKC9


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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
25827FBXL2HTA12-15-2HumanPancreasPDAC4.27e-032.39e-010.2315
25827FBXL2HTA12-23-1HumanPancreasPDAC8.83e-076.07e-010.3405
25827FBXL2HTA12-25-1HumanPancreasPDAC1.33e-137.80e-010.313
25827FBXL2HTA12-26-1HumanPancreasPDAC9.18e-126.05e-010.3728
25827FBXL2HTA12-29-1HumanPancreasPDAC5.31e-316.57e-010.3722
25827FBXL2GSM5252132_BPH389PrGFHumanProstateBPH5.36e-071.66e-01-0.2247
25827FBXL2048752_1579-all-cellsHumanProstateBPH1.63e-356.40e-010.1008
25827FBXL2052095_1628-all-cellsHumanProstateBPH2.94e-133.75e-010.1032
25827FBXL2052097_1595-all-cellsHumanProstateBPH2.04e-386.25e-010.0972
25827FBXL2052099_1652-all-cellsHumanProstateBPH1.00e-366.25e-010.1038
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:001049814BreastIDCproteasomal protein catabolic process75/1434490/187235.59e-094.41e-0775
GO:004217614BreastIDCregulation of protein catabolic process63/1434391/187231.32e-089.61e-0763
GO:004316114BreastIDCproteasome-mediated ubiquitin-dependent protein catabolic process57/1434412/187239.55e-062.68e-0457
GO:001049824BreastDCISproteasomal protein catabolic process75/1390490/187231.44e-091.40e-0775
GO:004217624BreastDCISregulation of protein catabolic process62/1390391/187239.98e-097.53e-0762
GO:004316124BreastDCISproteasome-mediated ubiquitin-dependent protein catabolic process57/1390412/187233.76e-061.16e-0457
GO:004217610CervixCCregulation of protein catabolic process104/2311391/187239.39e-159.36e-12104
GO:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:004316110CervixCCproteasome-mediated ubiquitin-dependent protein catabolic process91/2311412/187231.65e-081.25e-0691
GO:00171574CervixCCregulation of exocytosis39/2311202/187232.90e-031.93e-0239
GO:00068873CervixCCexocytosis59/2311352/187238.74e-034.48e-0259
GO:0042176ColorectumADregulation of protein catabolic process160/3918391/187231.06e-197.34e-17160
GO:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
GO:0006887ColorectumADexocytosis96/3918352/187232.48e-031.90e-0296
GO:0017157ColorectumADregulation of exocytosis59/3918202/187233.20e-032.36e-0259
GO:0099003ColorectumADvesicle-mediated transport in synapse57/3918200/187236.53e-034.06e-0257
GO:00421762ColorectumMSSregulation of protein catabolic process145/3467391/187232.03e-181.17e-15145
GO:00104982ColorectumMSSproteasomal protein catabolic process157/3467490/187232.39e-135.25e-11157
GO:00431612ColorectumMSSproteasome-mediated ubiquitin-dependent protein catabolic process127/3467412/187237.70e-106.32e-08127
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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
FBXL2SNVMissense_Mutationrs756929713c.335A>Gp.Asn112Serp.N112SQ9UKC9protein_codingtolerated(0.65)benign(0.007)TCGA-AC-A3TN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FBXL2SNVMissense_Mutationc.248T>Gp.Leu83Argp.L83RQ9UKC9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EW-A1P3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
FBXL2insertionIn_Frame_Insnovelc.1120_1121insGGCATTCTTGCTGTGTCATCCCATTGCAGAAGGGCAp.Tyr374delinsTrpHisSerCysCysValIleProLeuGlnLysGlyAsnp.Y374delinsWHSCCVIPLQKGNQ9UKC9protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
FBXL2SNVMissense_Mutationrs370862715c.229N>Ap.Gly77Serp.G77SQ9UKC9protein_codingdeleterious(0.01)benign(0.406)TCGA-EK-A2RE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FBXL2SNVMissense_Mutationc.101G>Ap.Arg34Glnp.R34QQ9UKC9protein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-AA-3976-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolinicCR
FBXL2SNVMissense_Mutationc.218N>Tp.Ser73Leup.S73LQ9UKC9protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FBXL2SNVMissense_Mutationrs774933477c.659N>Ap.Arg220Hisp.R220HQ9UKC9protein_codingtolerated(0.37)benign(0)TCGA-DM-A1D4-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FBXL2SNVMissense_Mutationc.139N>Ap.Leu47Metp.L47MQ9UKC9protein_codingtolerated(0.07)probably_damaging(0.997)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBXL2SNVMissense_Mutationrs151236863c.1030N>Tp.Arg344Trpp.R344WQ9UKC9protein_codingdeleterious(0.01)benign(0.339)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBXL2SNVMissense_Mutationc.1192G>Ap.Ala398Thrp.A398TQ9UKC9protein_codingtolerated(0.05)probably_damaging(0.995)TCGA-EI-6507-01Colorectumrectum 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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