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: FYB

Gene summary for FYB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FYB

Gene ID

2533

Gene nameFYN binding protein 1
Gene AliasADAP
Cytomap5p13.1
Gene Typeprotein-coding
GO ID

GO:0002253

UniProtAcc

O15117


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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
2533FYBP8T-EHumanEsophagusESCC7.07e-031.29e-010.0889
2533FYBP11T-EHumanEsophagusESCC5.85e-075.91e-010.1426
2533FYBP17T-EHumanEsophagusESCC7.99e-075.69e-010.1278
2533FYBP22T-EHumanEsophagusESCC8.86e-041.33e-010.1236
2533FYBP24T-EHumanEsophagusESCC1.25e-186.76e-010.1287
2533FYBP47T-EHumanEsophagusESCC1.50e-197.33e-010.1067
2533FYBP52T-EHumanEsophagusESCC3.00e-113.31e-010.1555
2533FYBP54T-EHumanEsophagusESCC1.15e-167.56e-010.0975
2533FYBP62T-EHumanEsophagusESCC2.40e-045.33e-010.1302
2533FYBP75T-EHumanEsophagusESCC3.14e-237.24e-010.1125
2533FYBP128T-EHumanEsophagusESCC3.21e-177.27e-010.1241
2533FYBHCC1_MengHumanLiverHCC4.35e-06-1.57e-020.0246
2533FYBHCC2HumanLiverHCC2.06e-071.07e+000.5341
2533FYBHCC5HumanLiverHCC3.49e-302.73e+000.4932
2533FYBPt13.aHumanLiverHCC1.20e-072.83e-010.021
2533FYBPt13.bHumanLiverHCC4.50e-021.18e-020.0251
2533FYBPt13.cHumanLiverHCC4.43e-054.69e-010.0076
2533FYBPt14.dHumanLiverHCC9.44e-225.20e-010.0143
2533FYBC04HumanOral cavityOSCC5.42e-135.94e-010.2633
2533FYBC21HumanOral cavityOSCC1.96e-381.22e+000.2678
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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
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
∗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:007265910CervixCCprotein localization to plasma membrane73/2311284/187234.95e-106.73e-0873
GO:19907788CervixCCprotein localization to cell periphery78/2311333/187231.22e-089.73e-0778
GO:00072295CervixCCintegrin-mediated signaling pathway34/2311107/187231.01e-075.25e-0634
GO:00027644CervixCCimmune response-regulating signaling pathway97/2311468/187231.49e-077.07e-0697
GO:00022533CervixCCactivation of immune response72/2311375/187238.26e-051.11e-0372
GO:0002768CervixCCimmune response-regulating cell surface receptor signaling pathway59/2311315/187236.64e-046.11e-0359
GO:00508524CervixCCT cell receptor signaling pathway27/2311123/187231.93e-031.42e-0227
GO:000225312CervixHSIL_HPVactivation of immune response40/737375/187231.12e-081.30e-0640
GO:000276411CervixHSIL_HPVimmune response-regulating signaling pathway46/737468/187231.17e-081.30e-0646
GO:000722913CervixHSIL_HPVintegrin-mediated signaling pathway19/737107/187233.37e-082.76e-0619
GO:00027681CervixHSIL_HPVimmune response-regulating cell surface receptor signaling pathway32/737315/187239.80e-074.68e-0532
GO:0002429CervixHSIL_HPVimmune response-activating cell surface receptor signaling pathway28/737291/187231.29e-054.09e-0428
GO:0002757CervixHSIL_HPVimmune response-activating signal transduction28/737291/187231.29e-054.09e-0428
GO:00508513CervixHSIL_HPVantigen receptor-mediated signaling pathway22/737240/187232.15e-043.83e-0322
GO:005085211CervixHSIL_HPVT cell receptor signaling pathway13/737123/187231.12e-031.36e-0213
GO:007265913CervixHSIL_HPVprotein localization to plasma membrane21/737284/187234.36e-033.68e-0221
GO:007265914EndometriumAEHprotein localization to plasma membrane63/2100284/187237.58e-083.92e-0663
GO:00072296EndometriumAEHintegrin-mediated signaling pathway32/2100107/187231.24e-075.80e-0632
GO:19907789EndometriumAEHprotein localization to cell periphery68/2100333/187236.38e-072.38e-0568
GO:00027645EndometriumAEHimmune response-regulating signaling pathway76/2100468/187235.76e-045.71e-0376
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401512CervixCCRap1 signaling pathway56/1267210/84656.23e-065.61e-053.32e-0556
hsa0513516CervixCCYersinia infection39/1267137/84653.27e-052.41e-041.42e-0439
hsa0401513CervixCCRap1 signaling pathway56/1267210/84656.23e-065.61e-053.32e-0556
hsa0513517CervixCCYersinia infection39/1267137/84653.27e-052.41e-041.42e-0439
hsa0513526EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
hsa05135111EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
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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
FYBSNVMissense_Mutationrs770878983c.1598N>Tp.Lys533Ilep.K533IO15117protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FYBSNVMissense_Mutationnovelc.2108N>Cp.Gly703Alap.G703AO15117protein_codingdeleterious(0.01)benign(0.027)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
FYBSNVMissense_Mutationnovelc.590N>Gp.Leu197Argp.L197RO15117protein_codingtolerated(0.1)benign(0.039)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
FYBSNVMissense_Mutationnovelc.38N>Cp.Lys13Thrp.K13TO15117protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FYBSNVMissense_Mutationc.929N>Gp.Asn310Serp.N310SO15117protein_codingtolerated(0.64)benign(0.003)TCGA-BH-A0BL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
FYBSNVMissense_Mutationrs769773240c.2135N>Ap.Thr712Asnp.T712NO15117protein_codingdeleterious(0.03)benign(0.026)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FYBSNVMissense_Mutationrs746100047c.1925N>Tp.Asp642Valp.D642VO15117protein_codingdeleterious(0)possibly_damaging(0.726)TCGA-EW-A1P4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
FYBinsertionFrame_Shift_Insnovelc.59_60insTCTTGTTTCCTATCCCAGCAGCATCCGTTGGTCTTTTTTAATGCAAp.Thr21LeufsTer23p.T21Lfs*23O15117protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FYBinsertionFrame_Shift_Insrs748874978c.1002_1003insGp.Pro335AlafsTer43p.P335Afs*43O15117protein_codingTCGA-AN-A0FY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FYBSNVMissense_Mutationrs757886197c.536C>Tp.Ala179Valp.A179VO15117protein_codingtolerated(0.87)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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