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: FBXO7

Gene summary for FBXO7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO7

Gene ID

25793

Gene nameF-box protein 7
Gene AliasFBX
Cytomap22q12.3
Gene Typeprotein-coding
GO ID

GO:0000079

UniProtAcc

Q9Y3I1


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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
25793FBXO7HTA11_1938_2000001011HumanColorectumAD1.59e-054.91e-01-0.0811
25793FBXO7HTA11_347_2000001011HumanColorectumAD3.22e-063.35e-01-0.1954
25793FBXO7HTA11_1391_2000001011HumanColorectumAD1.43e-084.83e-01-0.059
25793FBXO7HTA11_7696_3000711011HumanColorectumAD8.08e-032.33e-010.0674
25793FBXO7HTA11_99999970781_79442HumanColorectumMSS2.33e-124.99e-010.294
25793FBXO7HTA11_99999965062_69753HumanColorectumMSI-H2.24e-028.03e-010.3487
25793FBXO7HTA11_99999971662_82457HumanColorectumMSS1.95e-115.32e-010.3859
25793FBXO7A015-C-203HumanColorectumFAP1.40e-05-1.19e-01-0.1294
25793FBXO7A001-C-108HumanColorectumFAP2.98e-02-1.07e-01-0.0272
25793FBXO7A002-C-205HumanColorectumFAP6.28e-03-1.40e-01-0.1236
25793FBXO7A002-C-114HumanColorectumFAP8.55e-03-1.84e-01-0.1561
25793FBXO7A015-C-104HumanColorectumFAP2.30e-04-8.95e-02-0.1899
25793FBXO7A002-C-116HumanColorectumFAP6.96e-05-8.61e-02-0.0452
25793FBXO7F034HumanColorectumFAP1.35e-02-7.51e-02-0.0665
25793FBXO7LZE4THumanEsophagusESCC1.29e-183.11e-010.0811
25793FBXO7LZE5THumanEsophagusESCC2.51e-052.05e-010.0514
25793FBXO7LZE7THumanEsophagusESCC4.73e-107.54e-010.0667
25793FBXO7LZE8THumanEsophagusESCC5.66e-122.17e-010.067
25793FBXO7LZE22THumanEsophagusESCC3.46e-023.49e-010.068
25793FBXO7LZE24THumanEsophagusESCC1.29e-269.28e-010.0596
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:190040712LiverHCCregulation of cellular response to oxidative stress50/795889/187236.33e-032.58e-0250
GO:190320112LiverHCCregulation of oxidative stress-induced cell death42/795874/187239.32e-033.57e-0242
GO:190320311LiverHCCregulation of oxidative stress-induced neuron death18/795827/187239.75e-033.66e-0218
GO:007259418Oral cavityOSCCestablishment of protein localization to organelle284/7305422/187231.50e-321.35e-29284
GO:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:000989620Oral cavityOSCCpositive regulation of catabolic process307/7305492/187232.29e-267.64e-24307
GO:003133120Oral cavityOSCCpositive regulation of cellular catabolic process273/7305427/187236.39e-262.02e-23273
GO:000697920Oral cavityOSCCresponse to oxidative stress273/7305446/187238.35e-221.65e-19273
GO:000660520Oral cavityOSCCprotein targeting204/7305314/187236.78e-211.13e-18204
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:001050610Oral cavityOSCCregulation of autophagy198/7305317/187231.63e-171.51e-15198
GO:00073469Oral cavityOSCCregulation of mitotic cell cycle266/7305457/187233.87e-173.41e-15266
GO:006219720Oral cavityOSCCcellular response to chemical stress204/7305337/187236.89e-165.19e-14204
GO:000683918Oral cavityOSCCmitochondrial transport162/7305254/187238.96e-166.52e-14162
GO:19030088Oral cavityOSCCorganelle disassembly85/7305114/187231.15e-146.93e-1385
GO:007058518Oral cavityOSCCprotein localization to mitochondrion91/7305125/187231.60e-149.27e-1391
GO:007265518Oral cavityOSCCestablishment of protein localization to mitochondrion88/7305120/187232.10e-141.19e-1288
GO:005134820Oral cavityOSCCnegative regulation of transferase activity165/7305268/187235.02e-142.74e-12165
GO:003459920Oral cavityOSCCcellular response to oxidative stress173/7305288/187232.90e-131.43e-11173
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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
FBXO7SNVMissense_Mutationc.1042N>Tp.Asp348Tyrp.D348YQ9Y3I1protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A24T-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
FBXO7SNVMissense_Mutationnovelc.1171N>Cp.Asp391Hisp.D391HQ9Y3I1protein_codingdeleterious(0)probably_damaging(0.987)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
FBXO7SNVMissense_Mutationc.997N>Cp.Val333Leup.V333LQ9Y3I1protein_codingtolerated(0.37)benign(0.007)TCGA-D8-A1XR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
FBXO7insertionFrame_Shift_Insnovelc.616_617insAAAATTTp.Leu206GlnfsTer32p.L206Qfs*32Q9Y3I1protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FBXO7SNVMissense_Mutationc.823N>Cp.Lys275Glnp.K275QQ9Y3I1protein_codingtolerated(0.12)possibly_damaging(0.795)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FBXO7SNVMissense_Mutationrs376214763c.652G>Ap.Glu218Lysp.E218KQ9Y3I1protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FBXO7SNVMissense_Mutationc.713N>Tp.Tyr238Phep.Y238FQ9Y3I1protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FBXO7SNVMissense_Mutationc.848N>Ap.Ser283Tyrp.S283YQ9Y3I1protein_codingdeleterious(0)probably_damaging(0.914)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FBXO7SNVMissense_Mutationrs376455464c.521N>Tp.Ser174Leup.S174LQ9Y3I1protein_codingdeleterious(0)benign(0.058)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FBXO7SNVMissense_Mutationc.1118N>Ap.Arg373Lysp.R373KQ9Y3I1protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=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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