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: FBXO32

Gene summary for FBXO32

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO32

Gene ID

114907

Gene nameF-box protein 32
Gene AliasFbx32
Cytomap8q24.13
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q969P5


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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
114907FBXO32GSM4909281HumanBreastIDC1.29e-115.24e-010.21
114907FBXO32GSM4909285HumanBreastIDC2.22e-08-4.06e-010.21
114907FBXO32GSM4909286HumanBreastIDC9.38e-04-3.21e-010.1081
114907FBXO32GSM4909290HumanBreastIDC2.94e-12-4.96e-010.2096
114907FBXO32GSM4909291HumanBreastIDC9.19e-14-5.42e-010.1753
114907FBXO32GSM4909293HumanBreastIDC6.34e-03-8.48e-020.1581
114907FBXO32GSM4909294HumanBreastIDC8.48e-04-3.52e-010.2022
114907FBXO32GSM4909295HumanBreastIDC1.43e-045.86e-010.0898
114907FBXO32GSM4909296HumanBreastIDC1.08e-03-3.40e-010.1524
114907FBXO32GSM4909297HumanBreastIDC1.17e-10-4.15e-010.1517
114907FBXO32GSM4909298HumanBreastIDC3.87e-04-3.55e-010.1551
114907FBXO32GSM4909301HumanBreastIDC3.15e-16-5.32e-010.1577
114907FBXO32GSM4909302HumanBreastIDC1.92e-05-3.46e-010.1545
114907FBXO32GSM4909308HumanBreastIDC7.60e-04-2.97e-010.158
114907FBXO32GSM4909311HumanBreastIDC1.85e-13-4.06e-010.1534
114907FBXO32GSM4909315HumanBreastIDC7.53e-08-4.52e-010.21
114907FBXO32GSM4909316HumanBreastIDC3.97e-09-5.62e-010.21
114907FBXO32GSM4909319HumanBreastIDC1.01e-20-5.06e-010.1563
114907FBXO32GSM4909320HumanBreastIDC2.51e-05-4.25e-010.1575
114907FBXO32GSM4909321HumanBreastIDC2.73e-16-4.93e-010.1559
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:007154912ProstateTumorcellular response to dexamethasone stimulus12/324629/187232.02e-031.16e-0212
GO:004854528SkinAKresponse to steroid hormone73/1910339/187234.51e-105.24e-0873
GO:007138326SkinAKcellular response to steroid hormone stimulus46/1910204/187231.79e-077.37e-0646
GO:190165425SkinAKresponse to ketone43/1910194/187237.32e-072.49e-0543
GO:003196025SkinAKresponse to corticosteroid37/1910167/187234.28e-061.05e-0437
GO:005138425SkinAKresponse to glucocorticoid33/1910148/187231.20e-052.46e-0433
GO:007138510SkinAKcellular response to glucocorticoid stimulus16/191056/187231.02e-041.34e-0316
GO:007138410SkinAKcellular response to corticosteroid stimulus16/191061/187233.03e-043.12e-0316
GO:00715497SkinAKcellular response to dexamethasone stimulus10/191029/187233.86e-043.70e-0310
GO:00715488SkinAKresponse to dexamethasone11/191039/187231.36e-031.01e-0211
GO:19016557SkinAKcellular response to ketone20/191096/187231.46e-031.06e-0220
GO:00030129SkinAKmuscle system process64/1910452/187234.32e-032.52e-0264
GO:009025714SkinAKregulation of muscle system process38/1910252/187239.21e-034.52e-0238
GO:00435026SkinAKregulation of muscle adaptation18/191098/187239.72e-034.72e-0218
GO:004854529SkincSCCresponse to steroid hormone135/4864339/187231.34e-084.09e-07135
GO:0071383111SkincSCCcellular response to steroid hormone stimulus84/4864204/187231.44e-062.48e-0584
GO:1901654112SkincSCCresponse to ketone79/4864194/187234.82e-067.06e-0579
GO:0051384110SkincSCCresponse to glucocorticoid57/4864148/187235.30e-043.97e-0357
GO:0031960110SkincSCCresponse to corticosteroid63/4864167/187235.35e-043.97e-0363
GO:190165514SkincSCCcellular response to ketone38/486496/187232.38e-031.38e-0238
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa040689EsophagusESCCFoxO signaling pathway89/4205131/84651.56e-057.98e-054.09e-0589
hsa0406814EsophagusESCCFoxO signaling pathway89/4205131/84651.56e-057.98e-054.09e-0589
hsa040684LiverHCCFoxO signaling pathway85/4020131/84653.99e-052.16e-041.20e-0485
hsa040685LiverHCCFoxO signaling pathway85/4020131/84653.99e-052.16e-041.20e-0485
hsa040688Oral cavityOSCCFoxO signaling pathway85/3704131/84657.50e-074.33e-062.21e-0685
hsa0406813Oral cavityOSCCFoxO signaling pathway85/3704131/84657.50e-074.33e-062.21e-0685
hsa040687ProstateBPHFoxO signaling pathway54/1718131/84653.05e-083.59e-072.22e-0754
hsa0406812ProstateBPHFoxO signaling pathway54/1718131/84653.05e-083.59e-072.22e-0754
hsa0406822ProstateTumorFoxO signaling pathway54/1791131/84651.32e-071.51e-069.36e-0754
hsa0406832ProstateTumorFoxO signaling pathway54/1791131/84651.32e-071.51e-069.36e-0754
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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
FBXO32SNVMissense_Mutationc.340N>Gp.Leu114Valp.L114VQ969P5protein_codingdeleterious(0.05)benign(0.173)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FBXO32insertionFrame_Shift_Insnovelc.687_688insGAGTTTTTAAATAGAGATGTTGTGTGTGTGTGTGTTTCAGp.Leu230GlufsTer113p.L230Efs*113Q969P5protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
FBXO32SNVMissense_Mutationc.894C>Gp.Phe298Leup.F298LQ969P5protein_codingtolerated(0.06)benign(0.125)TCGA-WL-A834-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelSD
FBXO32SNVMissense_Mutationrs370398489c.1024N>Ap.Val342Ilep.V342IQ969P5protein_codingtolerated(0.41)benign(0.001)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FBXO32SNVMissense_Mutationc.364G>Ap.Val122Metp.V122MQ969P5protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBXO32SNVMissense_Mutationnovelc.595N>Tp.Arg199Trpp.R199WQ969P5protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FBXO32SNVMissense_Mutationc.610C>Ap.Leu204Ilep.L204IQ969P5protein_codingtolerated(0.2)benign(0.192)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FBXO32SNVMissense_Mutationnovelc.707N>Cp.Ile236Thrp.I236TQ969P5protein_codingdeleterious(0)probably_damaging(0.995)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FBXO32SNVMissense_Mutationnovelc.853N>Ap.Leu285Metp.L285MQ969P5protein_codingtolerated(0.05)possibly_damaging(0.73)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FBXO32SNVMissense_Mutationnovelc.1061N>Cp.Lys354Thrp.K354TQ969P5protein_codingdeleterious(0.01)possibly_damaging(0.501)TCGA-F5-6814-01Colorectumrectum 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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