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: CYFIP2

Gene summary for CYFIP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYFIP2

Gene ID

26999

Gene namecytoplasmic FMR1 interacting protein 2
Gene AliasDEE65
Cytomap5q33.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q96F07


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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
26999CYFIP2NAFLD1HumanLiverNAFLD1.91e-088.76e-01-0.04
26999CYFIP2HCC1_MengHumanLiverHCC6.72e-19-1.61e-020.0246
26999CYFIP2HCC2HumanLiverHCC1.92e-073.34e+000.5341
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00160495LiverNAFLDcell growth85/1882482/187231.75e-071.25e-0585
GO:00070157LiverNAFLDactin filament organization78/1882442/187235.44e-073.21e-0578
GO:00458627LiverNAFLDpositive regulation of proteolysis65/1882372/187236.58e-062.29e-0465
GO:19029037LiverNAFLDregulation of supramolecular fiber organization66/1882383/187238.97e-062.96e-0466
GO:00485884LiverNAFLDdevelopmental cell growth45/1882234/187231.50e-054.38e-0445
GO:00329707LiverNAFLDregulation of actin filament-based process66/1882397/187232.92e-057.72e-0466
GO:00329567LiverNAFLDregulation of actin cytoskeleton organization60/1882358/187235.20e-051.20e-0360
GO:01100537LiverNAFLDregulation of actin filament organization49/1882278/187236.88e-051.46e-0349
GO:00525477LiverNAFLDregulation of peptidase activity72/1882461/187231.03e-042.03e-0372
GO:0031638LiverNAFLDzymogen activation16/188260/187232.08e-043.60e-0316
GO:00525487LiverNAFLDregulation of endopeptidase activity67/1882432/187232.17e-043.70e-0367
GO:00432547LiverNAFLDregulation of protein-containing complex assembly66/1882428/187232.83e-044.53e-0366
GO:00512587LiverNAFLDprotein polymerization49/1882297/187233.54e-045.36e-0349
GO:0038179LiverNAFLDneurotrophin signaling pathway11/188236/187235.73e-047.66e-0311
GO:00605604LiverNAFLDdevelopmental growth involved in morphogenesis39/1882234/187231.11e-031.28e-0239
GO:00322717LiverNAFLDregulation of protein polymerization38/1882233/187231.90e-031.93e-0238
GO:19901383LiverNAFLDneuron projection extension30/1882172/187231.93e-031.94e-0230
GO:00081547LiverNAFLDactin polymerization or depolymerization36/1882218/187231.98e-031.98e-0236
GO:00325356LiverNAFLDregulation of cellular component size55/1882383/187234.31e-033.55e-0255
GO:00300417LiverNAFLDactin filament polymerization31/1882191/187235.06e-033.96e-0231
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513214LiverNAFLDSalmonella infection55/1043249/84658.48e-063.09e-042.49e-0455
hsa0513014LiverNAFLDPathogenic Escherichia coli infection45/1043197/84652.31e-056.88e-045.54e-0445
hsa0481010LiverNAFLDRegulation of actin cytoskeleton50/1043229/84653.01e-057.59e-046.11e-0450
hsa0513215LiverNAFLDSalmonella infection55/1043249/84658.48e-063.09e-042.49e-0455
hsa0513015LiverNAFLDPathogenic Escherichia coli infection45/1043197/84652.31e-056.88e-045.54e-0445
hsa0481011LiverNAFLDRegulation of actin cytoskeleton50/1043229/84653.01e-057.59e-046.11e-0450
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513042LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0481041LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513052LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0481051LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
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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
CYFIP2SNVMissense_Mutationrs755329609c.1475G>Ap.Arg492Hisp.R492HQ96F07protein_codingdeleterious(0)probably_damaging(0.957)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CYFIP2SNVMissense_Mutationc.3663G>Cp.Lys1221Asnp.K1221NQ96F07protein_codingtolerated(0.24)probably_damaging(0.932)TCGA-AC-A2B8-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapychemoPD
CYFIP2SNVMissense_Mutationnovelc.894N>Ap.Phe298Leup.F298LQ96F07protein_codingtolerated(0.17)benign(0.24)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CYFIP2SNVMissense_Mutationc.2413N>Tp.Asp805Tyrp.D805YQ96F07protein_codingdeleterious(0)possibly_damaging(0.761)TCGA-BH-A0DG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CYFIP2SNVMissense_Mutationc.1498N>Tp.Arg500Trpp.R500WQ96F07protein_codingdeleterious(0)possibly_damaging(0.826)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CYFIP2SNVMissense_Mutationc.1975C>Gp.Arg659Glyp.R659GQ96F07protein_codingdeleterious(0.01)possibly_damaging(0.871)TCGA-C8-A1HJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYFIP2SNVMissense_Mutationnovelc.2709A>Cp.Lys903Asnp.K903NQ96F07protein_codingtolerated(0.05)probably_damaging(0.932)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
CYFIP2SNVMissense_Mutationnovelc.2636N>Gp.Tyr879Cysp.Y879CQ96F07protein_codingdeleterious(0)probably_damaging(0.985)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
CYFIP2deletionFrame_Shift_Delc.3661_3664delNNNNp.Lys1221MetfsTer4p.K1221Mfs*4Q96F07protein_codingTCGA-A2-A0YD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CYFIP2insertionFrame_Shift_Insnovelc.2149_2150insTCCCAGGTGGAGGTGGGACAAGAACCCAGGTCTCp.Ala717ValfsTer13p.A717Vfs*13Q96F07protein_codingTCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=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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