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: FBXL7

Gene summary for FBXL7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXL7

Gene ID

23194

Gene nameF-box and leucine rich repeat protein 7
Gene AliasFBL6
Cytomap5p15.1
Gene Typeprotein-coding
GO ID

GO:0000086

UniProtAcc

Q9UJT9


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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
23194FBXL7AEH-subject1HumanEndometriumAEH2.94e-205.68e-01-0.3059
23194FBXL7AEH-subject2HumanEndometriumAEH4.97e-093.97e-01-0.2525
23194FBXL7AEH-subject3HumanEndometriumAEH5.95e-236.31e-01-0.2576
23194FBXL7AEH-subject4HumanEndometriumAEH6.44e-176.06e-01-0.2657
23194FBXL7AEH-subject5HumanEndometriumAEH7.36e-084.47e-01-0.2953
23194FBXL7EEC-subject1HumanEndometriumEEC2.21e-064.36e-01-0.2682
23194FBXL7EEC-subject2HumanEndometriumEEC2.49e-043.45e-01-0.2607
23194FBXL7EEC-subject3HumanEndometriumEEC3.85e-074.23e-01-0.2525
23194FBXL7EEC-subject4HumanEndometriumEEC2.20e-032.24e-01-0.2571
23194FBXL7EEC-subject5HumanEndometriumEEC2.64e-022.51e-01-0.249
23194FBXL7GSM5276934HumanEndometriumEEC7.71e-03-7.74e-02-0.0913
23194FBXL7GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC8.23e-05-8.90e-02-0.1917
23194FBXL7RNA-P25T1-P25T1-1HumanLungAIS1.60e-126.66e-01-0.2116
23194FBXL7RNA-P25T1-P25T1-2HumanLungAIS1.36e-035.04e-01-0.1941
23194FBXL7RNA-P25T1-P25T1-3HumanLungAIS4.20e-065.70e-01-0.2107
23194FBXL7RNA-P25T1-P25T1-4HumanLungAIS3.10e-178.08e-01-0.2119
23194FBXL7RNA-P6T2-P6T2-1HumanLungIAC9.94e-072.81e-01-0.0166
23194FBXL7RNA-P6T2-P6T2-2HumanLungIAC9.57e-103.66e-01-0.0132
23194FBXL7RNA-P6T2-P6T2-3HumanLungIAC1.85e-093.24e-01-0.013
23194FBXL7RNA-P6T2-P6T2-4HumanLungIAC4.89e-073.08e-01-0.0121
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:001049816EndometriumAEHproteasomal protein catabolic process108/2100490/187232.73e-124.67e-10108
GO:004316116EndometriumAEHproteasome-mediated ubiquitin-dependent protein catabolic process88/2100412/187231.54e-091.36e-0788
GO:00002098EndometriumAEHprotein polyubiquitination44/2100236/187234.83e-044.97e-0344
GO:00447726EndometriumAEHmitotic cell cycle phase transition67/2100424/187232.37e-031.78e-0267
GO:001049817EndometriumEECproteasomal protein catabolic process112/2168490/187236.99e-131.40e-10112
GO:004316117EndometriumEECproteasome-mediated ubiquitin-dependent protein catabolic process92/2168412/187233.01e-103.23e-0892
GO:000020913EndometriumEECprotein polyubiquitination46/2168236/187232.65e-043.04e-0346
GO:004477213EndometriumEECmitotic cell cycle phase transition71/2168424/187238.68e-047.97e-0371
GO:00447723LungIACmitotic cell cycle phase transition85/2061424/187232.69e-083.20e-0685
GO:00104988LungIACproteasomal protein catabolic process90/2061490/187236.69e-073.89e-0590
GO:00431618LungIACproteasome-mediated ubiquitin-dependent protein catabolic process78/2061412/187231.10e-066.02e-0578
GO:00002096LungIACprotein polyubiquitination49/2061236/187238.51e-062.89e-0449
GO:00448391LungIACcell cycle G2/M phase transition29/2061148/187231.44e-031.55e-0229
GO:00000861LungIACG2/M transition of mitotic cell cycle27/2061137/187231.88e-031.92e-0227
GO:004316113LungAISproteasome-mediated ubiquitin-dependent protein catabolic process77/1849412/187232.74e-083.47e-0677
GO:001049813LungAISproteasomal protein catabolic process87/1849490/187234.15e-085.03e-0687
GO:000020912LungAISprotein polyubiquitination49/1849236/187233.85e-073.16e-0549
GO:004477211LungAISmitotic cell cycle phase transition69/1849424/187232.23e-057.42e-0469
GO:001049818ProstateBPHproteasomal protein catabolic process153/3107490/187234.13e-167.51e-14153
GO:004316118ProstateBPHproteasome-mediated ubiquitin-dependent protein catabolic process127/3107412/187233.84e-133.60e-11127
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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
FBXL7SNVMissense_Mutationrs532860622c.1051N>Tp.Arg351Cysp.R351CQ9UJT9protein_codingtolerated(0.2)benign(0.006)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FBXL7SNVMissense_Mutationc.1148N>Tp.Ala383Valp.A383VQ9UJT9protein_codingtolerated(0.49)benign(0.194)TCGA-BH-A1EN-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXL7SNVMissense_Mutationc.347N>Ap.Arg116Glnp.R116QQ9UJT9protein_codingtolerated(0.47)benign(0.037)TCGA-BH-A1F2-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FBXL7SNVMissense_Mutationrs766340086c.1228N>Ap.Gly410Serp.G410SQ9UJT9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
FBXL7insertionNonsense_Mutationnovelc.1091_1092insTTTGGGAGGCCAGGGTGGGCAGATCACCTGAGGTCAGGAGTTp.Thr364_Asp365insLeuGlyGlyGlnGlyGlyGlnIleThrTerGlyGlnGluPhep.T364_D365insLGGQGGQIT*GQEFQ9UJT9protein_codingTCGA-AN-A0AL-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FBXL7SNVMissense_Mutationrs201326066c.688G>Ap.Val230Ilep.V230IQ9UJT9protein_codingtolerated(0.57)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FBXL7SNVMissense_Mutationnovelc.733N>Ap.Val245Metp.V245MQ9UJT9protein_codingdeleterious(0.02)possibly_damaging(0.851)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FBXL7SNVMissense_Mutationnovelc.706N>Ap.Leu236Ilep.L236IQ9UJT9protein_codingtolerated(0.11)benign(0.058)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FBXL7SNVMissense_Mutationc.1235N>Tp.Cys412Phep.C412FQ9UJT9protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBXL7SNVMissense_Mutationrs767178690c.1439G>Ap.Arg480Hisp.R480HQ9UJT9protein_codingdeleterious(0)probably_damaging(0.932)TCGA-A6-A567-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownPD
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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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