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: FBXO3

Gene summary for FBXO3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO3

Gene ID

26273

Gene nameF-box protein 3
Gene AliasFBA
Cytomap11p13
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q49AF1


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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
26273FBXO3LZE3DHumanEsophagusHGIN3.90e-036.34e-010.0668
26273FBXO3LZE4THumanEsophagusESCC3.00e-093.26e-010.0811
26273FBXO3LZE7THumanEsophagusESCC4.84e-042.36e-010.0667
26273FBXO3LZE8THumanEsophagusESCC8.73e-071.86e-010.067
26273FBXO3LZE20THumanEsophagusESCC1.52e-043.31e-020.0662
26273FBXO3LZE24THumanEsophagusESCC3.13e-162.84e-010.0596
26273FBXO3P2T-EHumanEsophagusESCC6.22e-162.98e-010.1177
26273FBXO3P4T-EHumanEsophagusESCC6.01e-091.35e-010.1323
26273FBXO3P5T-EHumanEsophagusESCC1.45e-05-4.58e-030.1327
26273FBXO3P8T-EHumanEsophagusESCC1.35e-234.06e-010.0889
26273FBXO3P9T-EHumanEsophagusESCC1.32e-051.47e-010.1131
26273FBXO3P10T-EHumanEsophagusESCC3.40e-222.80e-010.116
26273FBXO3P11T-EHumanEsophagusESCC4.16e-134.76e-010.1426
26273FBXO3P12T-EHumanEsophagusESCC1.44e-234.33e-010.1122
26273FBXO3P15T-EHumanEsophagusESCC3.03e-122.93e-010.1149
26273FBXO3P16T-EHumanEsophagusESCC8.27e-162.58e-010.1153
26273FBXO3P17T-EHumanEsophagusESCC3.82e-051.68e-010.1278
26273FBXO3P19T-EHumanEsophagusESCC6.17e-032.14e-010.1662
26273FBXO3P20T-EHumanEsophagusESCC1.61e-142.37e-010.1124
26273FBXO3P21T-EHumanEsophagusESCC7.86e-163.36e-010.1617
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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
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:00485459BreastPrecancerresponse to steroid hormone53/1080339/187233.07e-113.66e-0953
GO:00319608BreastPrecancerresponse to corticosteroid30/1080167/187232.50e-081.65e-0630
GO:00513848BreastPrecancerresponse to glucocorticoid26/1080148/187233.32e-071.57e-0526
GO:00713838BreastPrecancercellular response to steroid hormone stimulus28/1080204/187231.78e-054.26e-0428
GO:00713846BreastPrecancercellular response to corticosteroid stimulus11/108061/187236.54e-048.01e-0311
GO:00713856BreastPrecancercellular response to glucocorticoid stimulus10/108056/187231.23e-031.32e-0210
GO:19016549BreastPrecancerresponse to ketone22/1080194/187231.89e-031.84e-0222
GO:004854514BreastIDCresponse to steroid hormone70/1434339/187231.34e-144.23e-1270
GO:003196013BreastIDCresponse to corticosteroid37/1434167/187233.10e-092.63e-0737
GO:005138413BreastIDCresponse to glucocorticoid32/1434148/187236.52e-084.07e-0632
GO:007138314BreastIDCcellular response to steroid hormone stimulus35/1434204/187235.29e-061.75e-0435
GO:190165414BreastIDCresponse to ketone33/1434194/187231.17e-053.13e-0433
GO:007138413BreastIDCcellular response to corticosteroid stimulus12/143461/187232.01e-031.90e-0212
GO:007138513BreastIDCcellular response to glucocorticoid stimulus11/143456/187233.08e-032.61e-0211
GO:00030125BreastIDCmuscle system process50/1434452/187235.52e-034.05e-0250
GO:004854524BreastDCISresponse to steroid hormone67/1390339/187231.02e-132.76e-1167
GO:003196022BreastDCISresponse to corticosteroid35/1390167/187231.69e-081.18e-0635
GO:005138422BreastDCISresponse to glucocorticoid31/1390148/187231.11e-075.93e-0631
GO:007138324BreastDCIScellular response to steroid hormone stimulus34/1390204/187237.04e-061.95e-0434
GO:190165423BreastDCISresponse to ketone30/1390194/187239.98e-051.82e-0330
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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
FBXO3SNVMissense_Mutationc.85G>Ap.Asp29Asnp.D29NQ9UK99protein_codingtolerated(0.29)benign(0.137)TCGA-A2-A0YG-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
FBXO3SNVMissense_Mutationrs757358495c.251C>Gp.Ser84Cysp.S84CQ9UK99protein_codingtolerated(0.08)benign(0.339)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FBXO3SNVMissense_Mutationc.55N>Ap.Asp19Asnp.D19NQ9UK99protein_codingdeleterious(0.01)probably_damaging(0.96)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
FBXO3SNVMissense_Mutationc.1269G>Tp.Met423Ilep.M423IQ9UK99protein_codingtolerated_low_confidence(0.45)benign(0)TCGA-C5-A1BM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
FBXO3SNVMissense_Mutationnovelc.1062N>Gp.Ile354Metp.I354MQ9UK99protein_codingdeleterious(0.01)possibly_damaging(0.837)TCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
FBXO3insertionNonsense_Mutationnovelc.1062_1063insTAAp.Ile354_Ile355insTerp.I354_I355ins*Q9UK99protein_codingTCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
FBXO3SNVMissense_Mutationrs138194845c.1406N>Ap.Arg469Hisp.R469HQ9UK99protein_codingdeleterious_low_confidence(0)benign(0.001)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FBXO3SNVMissense_Mutationc.312G>Tp.Lys104Asnp.K104NQ9UK99protein_codingdeleterious(0.03)benign(0.15)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FBXO3SNVMissense_Mutationnovelc.276N>Gp.His92Glnp.H92QQ9UK99protein_codingtolerated(0.29)benign(0.129)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FBXO3SNVMissense_Mutationc.509G>Ap.Arg170Hisp.R170HQ9UK99protein_codingdeleterious(0.01)possibly_damaging(0.869)TCGA-AG-A025-01Colorectumrectum adenocarcinomaFemale<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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