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: FBXL3

Gene summary for FBXL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXL3

Gene ID

26224

Gene nameF-box and leucine rich repeat protein 3
Gene AliasFBL3
Cytomap13q22.3
Gene Typeprotein-coding
GO ID

GO:0000086

UniProtAcc

Q9UKT7


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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
26224FBXL3LZE2THumanEsophagusESCC4.07e-024.41e-010.082
26224FBXL3LZE4THumanEsophagusESCC2.31e-038.49e-020.0811
26224FBXL3LZE7THumanEsophagusESCC1.76e-068.24e-020.0667
26224FBXL3LZE24THumanEsophagusESCC1.02e-091.82e-010.0596
26224FBXL3LZE21THumanEsophagusESCC2.27e-071.99e-010.0655
26224FBXL3P1T-EHumanEsophagusESCC4.99e-032.81e-010.0875
26224FBXL3P2T-EHumanEsophagusESCC1.72e-183.55e-010.1177
26224FBXL3P4T-EHumanEsophagusESCC1.16e-224.82e-010.1323
26224FBXL3P5T-EHumanEsophagusESCC8.74e-074.60e-020.1327
26224FBXL3P8T-EHumanEsophagusESCC2.13e-202.54e-010.0889
26224FBXL3P9T-EHumanEsophagusESCC1.97e-143.49e-010.1131
26224FBXL3P10T-EHumanEsophagusESCC1.01e-193.23e-010.116
26224FBXL3P11T-EHumanEsophagusESCC1.07e-103.36e-010.1426
26224FBXL3P12T-EHumanEsophagusESCC1.94e-172.83e-010.1122
26224FBXL3P15T-EHumanEsophagusESCC1.26e-123.46e-010.1149
26224FBXL3P16T-EHumanEsophagusESCC1.15e-101.63e-010.1153
26224FBXL3P20T-EHumanEsophagusESCC9.65e-061.18e-010.1124
26224FBXL3P21T-EHumanEsophagusESCC6.62e-141.26e-010.1617
26224FBXL3P22T-EHumanEsophagusESCC1.17e-082.31e-020.1236
26224FBXL3P23T-EHumanEsophagusESCC1.27e-094.27e-010.108
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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
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:0031647111EsophagusESCCregulation of protein stability223/8552298/187235.76e-251.52e-22223
GO:004477216EsophagusESCCmitotic cell cycle phase transition281/8552424/187234.63e-184.45e-16281
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:00448394EsophagusESCCcell cycle G2/M phase transition103/8552148/187233.09e-096.67e-08103
GO:00000864EsophagusESCCG2/M transition of mitotic cell cycle96/8552137/187236.00e-091.23e-0796
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:00316486EsophagusESCCprotein destabilization33/855246/187233.06e-041.83e-0333
GO:004851118EsophagusESCCrhythmic process164/8552298/187236.80e-043.57e-03164
GO:000762319EsophagusESCCcircadian rhythm119/8552210/187238.47e-044.36e-03119
GO:00311461EsophagusESCCSCF-dependent proteasomal ubiquitin-dependent protein catabolic process33/855249/187231.80e-038.26e-0333
GO:00427529EsophagusESCCregulation of circadian rhythm68/8552121/187231.27e-024.21e-0268
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:003164720Oral cavityOSCCregulation of protein stability193/7305298/187231.30e-191.95e-17193
GO:00447728Oral cavityOSCCmitotic cell cycle phase transition255/7305424/187235.29e-196.98e-17255
GO:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:00000863Oral cavityOSCCG2/M transition of mitotic cell cycle84/7305137/187239.99e-081.70e-0684
GO:00448393Oral cavityOSCCcell cycle G2/M phase transition89/7305148/187231.51e-072.51e-0689
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa047105EsophagusESCCCircadian rhythm24/420534/84651.09e-022.51e-021.29e-0224
hsa0471012EsophagusESCCCircadian rhythm24/420534/84651.09e-022.51e-021.29e-0224
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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
FBXL3SNVMissense_Mutationc.101G>Cp.Cys34Serp.C34SQ9UKT7protein_codingtolerated_low_confidence(0.32)benign(0)TCGA-E2-A154-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FBXL3SNVMissense_Mutationnovelc.977N>Ap.Arg326Hisp.R326HQ9UKT7protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-E2-A1LE-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyherceptinPD
FBXL3insertionFrame_Shift_Insnovelc.645_646insTCTCAAATGTTACAAAp.Ile216SerfsTer11p.I216Sfs*11Q9UKT7protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
FBXL3SNVMissense_Mutationrs766494461c.767N>Ap.Arg256Hisp.R256HQ9UKT7protein_codingtolerated(0.07)probably_damaging(0.925)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FBXL3SNVMissense_Mutationc.749T>Cp.Val250Alap.V250AQ9UKT7protein_codingtolerated(0.07)benign(0.003)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FBXL3SNVMissense_Mutationnovelc.880T>Gp.Phe294Valp.F294VQ9UKT7protein_codingdeleterious(0.01)probably_damaging(0.954)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FBXL3deletionFrame_Shift_Delc.476_486delNNNNNNNNNNNp.His159ArgfsTer16p.H159Rfs*16Q9UKT7protein_codingTCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBXL3deletionFrame_Shift_Delrs764008859c.884delTp.Leu295TyrfsTer25p.L295Yfs*25Q9UKT7protein_codingTCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FBXL3deletionFrame_Shift_Delrs764008859c.884delTp.Leu295TyrfsTer25p.L295Yfs*25Q9UKT7protein_codingTCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBXL3SNVMissense_Mutationnovelc.515N>Cp.Lys172Thrp.K172TQ9UKT7protein_codingtolerated(0.06)probably_damaging(0.994)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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